This document discusses evaluating telemedicine by focusing on patient pathways. It proposes using simulation to model both traditional and telemedicine patient pathways to better understand how telemedicine impacts care processes. Simulation allows like-with-like comparisons of patient groups in both pathways and predicts long-term effects of telemedicine. The document illustrates how simulation could evaluate key measures like diagnostic accuracy, cost-effectiveness, and patient satisfaction using a case study of leg ulcer patients' pathways with and without telemedicine.
A Process-Centered Approach to the Description of Clinical Pathways Forms and...Lisa Graves
This document summarizes a study that examined the forms of presentation of clinical pathways that physicians require in hospital information systems and electronic medical records. The study found that physicians need the presentation of clinical pathways to change depending on the phase of diagnosis and treatment. It identified some of the main factors that determine the choice of clinical pathway presentation. While not conclusive, the study provides initial directions for further research on optimal interface design in systems that support dynamic management of clinical pathways.
A Process-Centered Approach to the Description of Clinical Pathways Forms and...Jessica Navarro
This document summarizes a study that examined the forms of presentation of clinical pathways that physicians require in hospital information systems and electronic medical records. The study found that physicians need the presentation of clinical pathways to change depending on the phase of diagnosis and treatment. It identified some of the main factors that determine the choice of clinical pathway presentation. While not conclusive, the study provides initial directions for further research on optimal interface design in systems that support dynamic management of clinical pathways.
MAST: a model for HTA-based assessment of telemedicine applicationsHTAi Bilbao 2012
This document describes MAST (Model for Assessment of Telemedicine), a multidisciplinary framework for assessing telemedicine applications. It was developed through a comprehensive process and aims to describe effectiveness and quality of care impacts of telemedicine. MAST consists of 3 stages: setting context, multidisciplinary assessment across clinical, economic, organizational and social domains, and assessing transferability. It is being empirically tested through large European projects and has supported over 25 trials. While time-consuming, MAST provides a standardized approach and ensures comparability. Feedback has been positive and several regions are adopting it, with revisions planned based on empirical results to establish MAST as a widely accepted methodology.
Six sigma dmaic methodology as a support tool for health technology assessmen...Murilo Souza, MBA, MBB
This document describes a study that uses a Six Sigma DMAIC methodology to support a health technology assessment of two antibiotics - Ceftriaxone and Cefazolin plus Clindamycin. The goal is to assess the clinical and organizational impact of each antibiotic in terms of postoperative length of stay for patients undergoing tongue cancer surgery. The DMAIC cycle is applied to analyze the process and compare the antibiotics, with length of stay used as the performance measure. Multiple linear regression analysis is also used within the DMAIC cycle to add additional information and confirm results. The findings show the methodology is effective for determining the impact of each antibiotic and guiding decision making.
An emergency department quality improvement projectyasmeenzulfiqar
The document discusses improving vital sign documentation during triage in emergency departments. It aims to investigate factors affecting vital sign data quality during measurement and documentation, and provide recommendations for improvement. A literature review found that timely and accurate vital sign documentation is important for identifying deteriorating patients. However, studies on nursing workflows and documentation of vital signs are limited. The objective is to study nurses' vital sign documentation process through a questionnaire of nurses and analysis of the data. Results showed teamwork and quality improvement efforts like education and training can enhance compliance with vital sign documentation standards during triage. Recommendations include departments addressing challenges in measurement time and reviewing results to improve performance.
Health technology refers to medical equipment, devices, supplies, procedures used for prevention, diagnosis and treatment. Health technologies must be evidence-based through clinical studies, improve health outcomes, and be cost-effective. The Ontario Health Technology Advisory Committee provides advice on new health technologies and assesses whether technologies improve length and quality of life. Health technology assessment evaluates properties, effects and impacts of technologies to inform health policy decisions. It applies scientific methods and considers clinical, economic and social factors.
This document summarizes a research study that used the Intervention Mapping framework to develop a guiding framework for improving patient discharge from hospitals to primary care. The study conducted interviews and focus groups with patients, families, and providers to identify barriers to effective discharge. Key issues included lack of communication between hospital and primary care providers, incomplete discharge information, and lack of patient understanding. The study then defined desired outcomes, specific performance objectives, and change objectives needed to address the identified barriers. Finally, the study selected evidence-based methods and strategies to achieve the change objectives, such as discharge templates, medication reconciliation, and teach-back techniques. The resulting framework provides guidance for interventions to improve patient handovers between hospital and primary care.
- Management interventions can be divided into targeted service interventions with narrow effects and generic service interventions that have diffuse effects like policy interventions.
- For targeted service interventions, measuring changes in clinical processes is often more cost-effective than measuring patient outcomes in evaluations.
- Clinical processes are not usually suitable primary endpoints for evaluations of policy and generic service interventions because their effects are too diffuse.
- Multiple clinical processes are consolidated into a small number of patient outcomes, which are the default primary endpoints for policy and generic service intervention evaluations.
- When a policy or generic service intervention is inexpensive and plausible effects on patient outcomes are difficult to detect, effects can still be studied at earlier process levels in Donabedian's causal chain model
A Process-Centered Approach to the Description of Clinical Pathways Forms and...Lisa Graves
This document summarizes a study that examined the forms of presentation of clinical pathways that physicians require in hospital information systems and electronic medical records. The study found that physicians need the presentation of clinical pathways to change depending on the phase of diagnosis and treatment. It identified some of the main factors that determine the choice of clinical pathway presentation. While not conclusive, the study provides initial directions for further research on optimal interface design in systems that support dynamic management of clinical pathways.
A Process-Centered Approach to the Description of Clinical Pathways Forms and...Jessica Navarro
This document summarizes a study that examined the forms of presentation of clinical pathways that physicians require in hospital information systems and electronic medical records. The study found that physicians need the presentation of clinical pathways to change depending on the phase of diagnosis and treatment. It identified some of the main factors that determine the choice of clinical pathway presentation. While not conclusive, the study provides initial directions for further research on optimal interface design in systems that support dynamic management of clinical pathways.
MAST: a model for HTA-based assessment of telemedicine applicationsHTAi Bilbao 2012
This document describes MAST (Model for Assessment of Telemedicine), a multidisciplinary framework for assessing telemedicine applications. It was developed through a comprehensive process and aims to describe effectiveness and quality of care impacts of telemedicine. MAST consists of 3 stages: setting context, multidisciplinary assessment across clinical, economic, organizational and social domains, and assessing transferability. It is being empirically tested through large European projects and has supported over 25 trials. While time-consuming, MAST provides a standardized approach and ensures comparability. Feedback has been positive and several regions are adopting it, with revisions planned based on empirical results to establish MAST as a widely accepted methodology.
Six sigma dmaic methodology as a support tool for health technology assessmen...Murilo Souza, MBA, MBB
This document describes a study that uses a Six Sigma DMAIC methodology to support a health technology assessment of two antibiotics - Ceftriaxone and Cefazolin plus Clindamycin. The goal is to assess the clinical and organizational impact of each antibiotic in terms of postoperative length of stay for patients undergoing tongue cancer surgery. The DMAIC cycle is applied to analyze the process and compare the antibiotics, with length of stay used as the performance measure. Multiple linear regression analysis is also used within the DMAIC cycle to add additional information and confirm results. The findings show the methodology is effective for determining the impact of each antibiotic and guiding decision making.
An emergency department quality improvement projectyasmeenzulfiqar
The document discusses improving vital sign documentation during triage in emergency departments. It aims to investigate factors affecting vital sign data quality during measurement and documentation, and provide recommendations for improvement. A literature review found that timely and accurate vital sign documentation is important for identifying deteriorating patients. However, studies on nursing workflows and documentation of vital signs are limited. The objective is to study nurses' vital sign documentation process through a questionnaire of nurses and analysis of the data. Results showed teamwork and quality improvement efforts like education and training can enhance compliance with vital sign documentation standards during triage. Recommendations include departments addressing challenges in measurement time and reviewing results to improve performance.
Health technology refers to medical equipment, devices, supplies, procedures used for prevention, diagnosis and treatment. Health technologies must be evidence-based through clinical studies, improve health outcomes, and be cost-effective. The Ontario Health Technology Advisory Committee provides advice on new health technologies and assesses whether technologies improve length and quality of life. Health technology assessment evaluates properties, effects and impacts of technologies to inform health policy decisions. It applies scientific methods and considers clinical, economic and social factors.
This document summarizes a research study that used the Intervention Mapping framework to develop a guiding framework for improving patient discharge from hospitals to primary care. The study conducted interviews and focus groups with patients, families, and providers to identify barriers to effective discharge. Key issues included lack of communication between hospital and primary care providers, incomplete discharge information, and lack of patient understanding. The study then defined desired outcomes, specific performance objectives, and change objectives needed to address the identified barriers. Finally, the study selected evidence-based methods and strategies to achieve the change objectives, such as discharge templates, medication reconciliation, and teach-back techniques. The resulting framework provides guidance for interventions to improve patient handovers between hospital and primary care.
- Management interventions can be divided into targeted service interventions with narrow effects and generic service interventions that have diffuse effects like policy interventions.
- For targeted service interventions, measuring changes in clinical processes is often more cost-effective than measuring patient outcomes in evaluations.
- Clinical processes are not usually suitable primary endpoints for evaluations of policy and generic service interventions because their effects are too diffuse.
- Multiple clinical processes are consolidated into a small number of patient outcomes, which are the default primary endpoints for policy and generic service intervention evaluations.
- When a policy or generic service intervention is inexpensive and plausible effects on patient outcomes are difficult to detect, effects can still be studied at earlier process levels in Donabedian's causal chain model
MAST and its application in RENEWING HEALTHAnna Kotzeva
This document discusses the Model for Assessment of Telemedicine (MAST) and its application in the RENEWING HEALTH project. MAST provides a comprehensive framework for the multidisciplinary assessment of telemedicine, including preceding considerations, assessment across multiple domains, and evaluating transferability. The RENEWING HEALTH project applies MAST to evaluate telemedicine interventions for diabetes, COPD and CVD across multiple outcomes like clinical effectiveness, user perspectives, economic impacts and organizational effects. Common tools were developed to ensure quality and comparability, including a minimum dataset, common templates, and guidance for analysis and reporting. By validating MAST across diverse settings, the project aims to establish an accepted methodology for complex telemedicine evaluations.
Evidence for Public Health Decision MakingVineetha K
The presentation gives an overview of evidence based public health with emphasis on the seven steps of EBPH Framework. It also includes the data sources to search for evidence and relevant articles explaining the current trend in decision making. One of the sources of the presentation is from EBPH training series by Rocky Mountain foundation. The link is provided in the end slide. Do contact me if you need any help with the resources.
The Donabedian model is a widely used framework for assessing the quality of healthcare. It examines three aspects of healthcare: structure, process, and outcomes. Structure refers to attributes of the healthcare system like facilities and staff. Process measures what is actually done in giving and receiving care. Outcomes are changes in patients' health, knowledge, or satisfaction from healthcare. The model suggests these factors are interrelated and assessing all three can provide insights into quality of care. It was developed in the 1960s and remains a dominant paradigm for healthcare quality assessment.
Evaluating the impact of HTA and ‘better decision-making’ on health outcomescheweb1
This document outlines a conceptual framework for assessing the impact of health technology assessments (HTA). It begins by discussing what is already known about evaluating HTA, including the limited literature on long-term effects and barriers to implementation. The document then presents two case studies and proposes a theory-driven, realist approach to impact assessment using configurations of context, mechanism, and outcomes. Interviews and primary data collection are suggested to test an initial program theory regarding how and why HTA influences policy and practice. The goal is to produce guidance on effective implementation by understanding what works, for whom, and in what contexts.
Systematic reviews employ rigorous systematic methods to identify and synthesize data from multiple studies to obtain a quantitative summary of the effects of an intervention. This involves formulating clear objectives and criteria for inclusion of studies, assessing methodological quality, extracting data, and presenting results both descriptively and through meta-analysis to obtain a pooled effect estimate. Conducting systematic reviews using these standardized methods helps establish whether research findings are consistent and generalizable across studies.
Poster presented at ECE Maastricht 2015 LBacelar-NicolauLBNicolau
"Screening Policies in Health Impact Assessment: easier decision making through cluster analysis" went very well. Many interesting questions and comments at the end!
Doctors 2.0 & YOU - 2017 - Methodological and ethical issues of connected dev...DoctorsTwoPointO And You
This document discusses the methodological and ethical issues around the use of connected devices in health. It summarizes that while connected devices promise to help change health behaviors through self-quantification and social support, there are still many open questions. Specifically, more research is needed to understand what components of connected devices are actually effective, for whom, and how they work. Additionally, issues around inequalities in access and the impact on privacy require further study. Overall, connected devices should be viewed as complex interventions and evaluated using theory-driven approaches to fully understand their outcomes and mechanisms of impact in different contexts.
Running Head EVALUATION PLAN FOCUSEVALUATION PLAN FOCUS 1.docxcowinhelen
Running Head: EVALUATION PLAN FOCUS
EVALUATION PLAN FOCUS 1
Evaluation Plan Focus
Student Name
University Affiliations
Date
Professor
Scenario 1:
Your hospital is implementing a new unified acute and ambulatory Electronic Health Record (EHR) system through which patient care documentation will occur. Interdisciplinary assessment forms (including nursing), clinical decision support, and medical notes will be documented in this system. The implementation of the system is anticipated to improve the hospital’s performance in a multitude of areas. In particular, it is hoped that the use of the EHR system will reduce the rate of patient safety events, improve the quality of care, deter sentinel events, reduce patient readmissions, and impact spending. The implementation of the EHR system is also
Introduction
Evaluation plan involves an integral part regarding a grant suggestion providing information aimed at improving a project during the development and implementation. I will participate in the assessment of the scenario system in throughout the project. The scenario includes the hospital that is implementing the new unified as well as the Ambulatory EHR (Electronic Health Record) system that enhances the documentation of patient care. The purpose of the paper is explaining the selected scenario one, explanation of the reasons for selecting it, and summarizing of the research findings on the similar HIT implementations. More so, there is a description of the evaluation viewpoint, and goal guiding the assessment plan and same rationale.
HIT System Selected
The new system to be implemented has various modules that contain interdisciplinary assessment forms, medical notes, and clinical decision support where their documentation is guaranteed. The implementation of the unified system will enhance improved performance of the hospital in several departments. The new EHR system becomes of great importance to the hospital since there is a reduction of medical errors, reduction of the rate of the safety events of each patient, improving the quality of healthcare, deterrence of sentinel events, reduced patients readmissions as well as impact spending. Another reason for choosing the scenario is that the new system will enhance while fulfilling the requirements of meaningful use as stipulated in the HITECH (Health Information Technology for Economic and Clinical Health) Act. Therefore, the need for evaluation regarding the EHR implementation becomes paramount since it will help to identify the associated risks while adjusting the modules required when offering the medication services to the patients (Lanham, Leykum & McDaniel, 2012).
Summary of Research Findings on Similar HIT Implementations
Several evaluations are analogous to the HIT system implementation of the unified system with related differences regarding the outcomes based on the primary goals. For instance, some of the implemented systems fail to meet one hundred percent ...
Hesselink et al. BMC Health Services Research 2014, 14389ht.docxpooleavelina
Hesselink et al. BMC Health Services Research 2014, 14:389
http://www.biomedcentral.com/1472-6963/14/389
RESEARCH ARTICLE Open Access
Improving patient discharge and reducing
hospital readmissions by using Intervention
Mapping
Gijs Hesselink1*, Marieke Zegers1, Myrra Vernooij-Dassen1,2,3, Paul Barach4,5,6, Cor Kalkman4, Maria Flink7,8,
Gunnar Öhlén9,10, Mariann Olsson7,8, Susanne Bergenbrant11, Carola Orrego12, Rosa Suñol12, Giulio Toccafondi13,
Francesco Venneri13, Ewa Dudzik-Urbaniak14, Basia Kutryba14, Lisette Schoonhoven1, Hub Wollersheim1
and on behalf of the European HANDOVER Research Collaborative
Abstract
Background: There is a growing impetus to reorganize the hospital discharge process to reduce avoidable
readmissions and costs. The aim of this study was to provide insight into hospital discharge problems and
underlying causes, and to give an overview of solutions that guide providers and policy-makers in improving
hospital discharge.
Methods: The Intervention Mapping framework was used. First, a problem analysis studying the scale, causes, and
consequences of ineffective hospital discharge was carried out. The analysis was based on primary data from 26
focus group interviews and 321 individual interviews with patients and relatives, and involved hospital and
community care providers. Second, improvements in terms of intervention outcomes, performance objectives and
change objectives were specified. Third, 220 experts were consulted and a systematic review of effective discharge
interventions was carried out to select theory-based methods and practical strategies required to achieve change
and better performance.
Results: Ineffective discharge is related to factors at the level of the individual care provider, the patient, the
relationship between providers, and the organisational and technical support for care providers. Providers can
reduce hospital readmission rates and adverse events by focusing on high-quality discharge information, well-
coordinated care, and direct and timely communication with their counterpart colleagues. Patients, or their carers,
should participate in the discharge process and be well aware of their health status and treatment. Assessment by
hospital care providers whether discharge information is accurate and understood by patients and their community
counterparts, are important examples of overcoming identified barriers to effective discharge. Discharge templates,
medication reconciliation, a liaison nurse or pharmacist, regular site visits and teach-back are identified as effective
and promising strategies to achieve the desired behavioural and environmental change.
Conclusions: This study provides a comprehensive guiding framework for providers and policy-makers to improve
patient handover from hospital to primary care.
Keywords: Patient handoff, Patient discharge, Patient readmission, Intervention mapping, Adverse events
* Correspondence: [email protected]
1Radboud University Medical Center, Sc ...
This document provides an overview of ICH guidelines E9 through E12, which provide statistical and clinical trial design guidance. E9 discusses statistical principles for clinical trials, including trial context, scope, design techniques to avoid bias, sample size considerations, and data analysis. E10 covers choice of control groups in clinical trials and describes placebo, no treatment, dose-response, and active controls. E11 provides guidance for clinical trials in pediatric patients, including issues around timing, formulations, study types, age classifications, and ethical considerations. E12 relates to clinical evaluation by therapeutic category.
College Writing II Synthesis Essay Assignment Summer Semester 2017.docxclarebernice
College Writing II Synthesis Essay Assignment Summer Semester 2017
Directions:
For this assignment you will be writing a synthesis essay. A synthesis is a combination of two or more summaries and sources. In a synthesis essay you will have three paragraphs, an introduction, a synthesis and a conclusion.
In the introduction you will give background information about your topic. You will also include a thesis statement at the end of the introduction paragraph. The thesis statement should describe the goal of your synthesis. (informative or argumentative)
The second paragraph is the synthesis. You will combine two summaries of two different articles on the same topic. You will follow all summary guidelines for these two paragraphs. The synthesis will most likely either argue or inform the reader about the topic.
The conclusion paragraph should summarize the points of your essay and restate the general ideas.
For this essay you will read two research articles on a similar topic to the previous critical review essay as you can use this research in your inquiry paper. You will summarize both articles in two paragraphs and combine the paragraphs for your synthesis. In the synthesis you must include the main ideas of the articles and the author, title, and general idea in the first sentences.
This essay will be three pages long and the first draft and peer review are due June 15. You must turn them in hardcopy in class so you can do a peer review.
Running head: THESIS DRAFT 1
THESIS DRAFT 3Thesis Draft
Katelyn B. Rhodes
D40375299
DeVry University
Point-of-Care Testing (PoCT) has dramatically taken over the field of clinical laboratory testing since it’s introduction approximately 45 years ago. The technologies utilized in PoCT have been refined to deliver accurate and expedient test results and will become even more sensitive and accurate in order to dominate the field of clinical laboratory testing. Furthermore, there will be a dramatic increase in the volume of clinical testing performed outside of the laboratory. New and emerging PoCT technologies utilize sophisticated molecular techniques such as polymerase chain reaction to aid in the treatment of major health problems worldwide, such as sexually transmitted infections (John & Price, 2014).
Historic Timeline
In the early-to-mid 1990’s, bench top analyzers entered the clinical laboratory scene. These analyzers were much smaller than the conventional analyzers being used, and utilized touch-screen PCs for ease of use. For this reason, they were able to be used closer to the patient’s bedside or outside of the laboratory environment. However, at this point in time, laboratory testing results were stored within the device and would have to then be sent to the main central laboratory for analysis.
Technology in the mid-to-late 1990’s permitted analyzers to be much smaller so that they may be easily carried to the patient’s location. Computers also became more ...
38 www.e-enm.org
Endocrinol Metab 2016;31:38-44
http://dx.doi.org/10.3803/EnM.2016.31.1.38
pISSN 2093-596X · eISSN 2093-5978
Review
Article
How to Establish Clinical Prediction Models
Yong-ho Lee1, Heejung Bang2, Dae Jung Kim3
1Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea; 2Division of Biostatistics, Department
of Public Health Sciences, University of California Davis School of Medicine, Davis, CA, USA; 3Department of Endocrinology
and Metabolism, Ajou University School of Medicine, Suwon, Korea
A clinical prediction model can be applied to several challenging clinical scenarios: screening high-risk individuals for asymp-
tomatic disease, predicting future events such as disease or death, and assisting medical decision-making and health education.
Despite the impact of clinical prediction models on practice, prediction modeling is a complex process requiring careful statisti-
cal analyses and sound clinical judgement. Although there is no definite consensus on the best methodology for model develop-
ment and validation, a few recommendations and checklists have been proposed. In this review, we summarize five steps for de-
veloping and validating a clinical prediction model: preparation for establishing clinical prediction models; dataset selection;
handling variables; model generation; and model evaluation and validation. We also review several studies that detail methods
for developing clinical prediction models with comparable examples from real practice. After model development and vigorous
validation in relevant settings, possibly with evaluation of utility/usability and fine-tuning, good models can be ready for the use
in practice. We anticipate that this framework will revitalize the use of predictive or prognostic research in endocrinology, leading
to active applications in real clinical practice.
Keywords: Clinical prediction model; Development; Validation; Clinical usefulness
INTRODUCTION
Hippocrates emphasized prognosis as a principal component of
medicine [1]. Nevertheless, current medical investigation
mostly focuses on etiological and therapeutic research, rather
than prognostic methods such as the development of clinical
prediction models. Numerous studies have investigated wheth-
er a single variable (e.g., biomarkers or novel clinicobiochemi-
cal parameters) can predict or is associated with certain out-
comes, whereas establishing clinical prediction models by in-
corporating multiple variables is rather complicated, as it re-
quires a multi-step and multivariable/multifactorial approach to
design and analysis [1].
Clinical prediction models can inform patients and their
physicians or other healthcare providers of the patient’s proba-
bility of having or developing a certain disease and help them
with associated decision-making (e.g., facilitating patient-doc-
tor communication based on more objective information). Ap-
Received: 9 January 2016, Revised: 14 ...
NCBI Bookshelf. A service of the National Library of Medicine,.docxvannagoforth
NCBI Bookshelf. A service of the National Library of Medicine, National Institutes of Health.
Institute of Medicine (US) Roundtable on Value & Science-Driven Health Care; Yong PL, Olsen LA, McGinnis
JM, editors. Value in Health Care: Accounting for Cost, Quality, Safety, Outcomes, and Innovation.
Washington (DC): National Academies Press (US); 2010.
5 Approaches to Improving Value—Provider and Manufacturer
Payments
INTRODUCTION
Payment design, coverage policies, reimbursement rules, and other financial incentives and
disincentives are powerful motivators when attempting to steer the healthcare system toward
more desirable care patterns (Guterman et al., 2009). Experiments with payment design and
coverage and reimbursement policies are currently going on in both public and private healthcare
sectors, with varying results. Speakers in this session of the workshop explored current payment
design experiments and discussed the efficacy of utilizing these reimbursement tools to improve
the value received from health care.
In this chapter, Carolyn M. Clancy details the pay-for-performance (P4P) model, an effort to
more explicitly link provider payments to quality of care. She highlights the lack of coherent
approaches to P4P and the variable success this approach has had in fundamentally changing
provider practice patterns. For example, while financial incentives for individual physicians have
shown that P4P can induce quality improvements for diabetic patients (Beaulieu and Horrigan,
2005), group-level incentives have had no impact on mammography screening or hemoglobin A
testing rates (Rosenthal et al., 2005). After underscoring that the current incentive system and
healthcare infrastructure fail to accommodate the achievement of real efficiency and quality, she
outlines recommendations for rethinking medical training, measurement, system design, and the
reward system.
Building on Clancy’s recommendations, Donald A. Sawyer identifies how the current healthcare
system stymies innovation in product development. He suggests refocusing the myopic view of
innovation on the horizon of long-term health improvements and financial savings. Reed V.
Tuckson discusses the alignment of manufacturers, technologists, payers, patients, and providers
necessary to establish a system that continues to provide incentives for innovation and maintains
an open market for the development of promising but unproven interventions. He elaborates
specifically on a joint effort between UnitedHealth Group and the American College of
Cardiology to develop appropriateness criteria for cardiac single-photon emission computed
tomography myocardial perfusion imaging—a new and very expensive technology—based on
best evidence as an example of how the interests of diverse stakeholder groups could be aligned.
In conclusion, Steven D. Pearson likens coverage and reimbursement tools to a blunt knife that
lacks subtlety in effecting value improvements, bu ...
Evidence-Based PracticeEvidence-based Practice Progra.docxelbanglis
Evidence-Based
Practice
Evidence-based Practice
Program
The Agency for Healthcare Research and
Quality (AHRQ), through its Evidence-
based Practice Centers (EPCs), sponsors
the development of evidence reports and
technology assessments to assist public-
and private-sector organizations in their
efforts to improve the quality of health
care in the United States. The reports
and assessments provide organizations
with comprehensive, science-based
information on common, costly
medical conditions and new health care
technologies. The EPCs systematically
review the relevant scientific literature
on topics assigned to them by AHRQ
and conduct additional analyses when
appropriate prior to developing their
reports and assessments.
AHRQ expects that the EPC evidence
reports and technology assessments will
inform individual health plans, providers,
and purchasers as well as the health care
system as a whole by providing important
information to help improve health care
quality.
The full report and this summary are
available at www.effectivehealthcare.
ahrq.gov/reports/final.cfm.
Background
The United States spends a greater proportion
of its gross domestic product on health care
than any other country in the world (17.6
percent in 2009),1 yet often fails to provide
high-quality and efficient health care.2-6 U.S.
health care has traditionally been based on a
solid foundation of primary care to meet the
majority of preventive, acute, and chronic
health care needs of its population; however,
the recent challenges facing health care in
the United States have been particularly
magnified within the primary care setting.
Access to primary care is limited in many
areas, particularly rural communities. Fewer
U.S. physicians are choosing primary care as
a profession, and satisfaction among primary
care physicians has waned amid the growing
demands of office-based practice.7 There has
been growing concern that current models
of primary care will not be sustainable for
meeting the broad health care needs of the
American population.
The patient-centered medical home (PCMH)
is a model of primary care transformation that
seeks to meet the variety of health care needs
of patients and to improve patient and staff
experiences, outcomes, safety, and system
efficiency.8-11 The term “medical home”
was first used by the American Academy of
Pediatrics in 1967 to describe the concept of a
single centralized source of care and medical
record for children with special health care
Evidence Report/Technology Assessment
Number 208
2. The Patient-Centered Medical Home
Closing the Quality Gap: Revisiting the State of the Science
Executive Summary
2
needs.12 The current concept of PCMH has been greatly
expanded and is based on 40 years of previous efforts to
redesign primary care to provide the highest quality of care
possible.13,14 The chronic care model,15,16 a conceptual
model for organizing chronic illness ...
Automated Extraction Of Reported Statistical Analyses Towards A Logical Repr...Nat Rice
This document describes research on developing an automated system to extract key information from clinical trial literature, such as the hypothesis, sample size, statistical tests used, and conclusions. The system maps extracted phrases to relevant knowledge sources. It was trained and tested on 42 full-text articles about chemotherapy for non-small cell lung cancer, achieving a precision of 86%, recall of 78%, and F-score of 0.82 for classifying sentences. The goal is to utilize this extracted information for quality assessment, meta-analysis, and disease modeling.
Looking at implementation: how useful is realist evaluation?valéry ridde
Presentation by Emilie Robert (McGill University).
Global Health Workshop: Methods For Implementation Science in Global Health.
http://www.equitesante.org/implementation-science-methods-in-global-health/
This document provides an overview of operational research (OR) and its application in health management. It defines OR as the scientific study of operations to improve decision making. The document outlines the main features of OR, including taking a total systems approach and using tools from various disciplines. It discusses several quantitative techniques used in OR, such as linear programming, simulation, and inventory control. The document explains how these techniques can help optimize resource allocation and improve efficiency in health systems.
Please readRobert Geraci, Russia Minorities and Empire,” in .docxTatianaMajor22
Please read:
Robert Geraci, “Russia: Minorities and Empire,” in Abbott Gleason, ed., A Companion to Russian History (Oxford: Wiley-Blackwell, 2009), 243-260.
And discuss:
How does Geraci portray the legacy of the early Russian history for the make-up of 18-19th century Russia?
Please read: Leonard Victor Rutgers, “Roman Policy Towards the Jews: Expulsions from the City of Rome during the First Century C.E.,” in Classical Antiquity, Vol. 13, No. 1 (Apr., 1994), pp. 56-74.
And discuss: Rutgers surveys the different reasons historians have given for the expulsion of the Jews from Rome in the first century C.E. Who place did Jews have in Roman society at this time? Were they expelled because of their religious practices, or because they were ‘unruly’ as Rutgers argues? If so, what caused them to act in this way? What kind of historical evidence does the author use?
There are 2 essay, each one should write at least 300-350 words and plus one reference page.
MLA format. Must use quote( “ ”) for every source you use from website. And put (author, page number) behind quote.
Roman Policy towards the Jews: Expulsions from the City of Rome during the First Century
C.E.
Author(s): Leonard Victor Rutgers
Source: Classical Antiquity, Vol. 13, No. 1 (Apr., 1994), pp. 56-74
Published by: University of California Press
Stable URL: http://www.jstor.org/stable/25011005 .
Accessed: 26/08/2011 13:35
Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at .
http://www.jstor.org/page/info/about/policies/terms.jsp
JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of
content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms
of scholarship. For more information about JSTOR, please contact [email protected]
University of California Press is collaborating with JSTOR to digitize, preserve and extend access to Classical
Antiquity.
http://www.jstor.org
http://www.jstor.org/action/showPublisher?publisherCode=ucal
http://www.jstor.org/stable/25011005?origin=JSTOR-pdf
http://www.jstor.org/page/info/about/policies/terms.jsp
LEONARD VICTOR RUTGERS
Roman Policy towards the Jews:
Expulsions from the City of Rome
during the First Century c. E.
Tant de causes secretes se melent souvent a la cause apparente, tant de ressorts
inconnus servent a persecuter un homme, qu'il est impossible de demeler dans les
siecles posterieures la source cachee des malheurs des hommes les plus consider
ables, a plus forte raison celle du supplice d'un particulier qui ne pouvait etre
connu que par ceux de son parti.
-Voltaire, Traite sur la tolerance (1763)
IN THIS ARTICLE I want to discuss the evidence for expulsions of Jews from
the city of Rome in the first century C.E. Scholars have long been interested in the
reasons underlying these expulsions. Because the anci.
Ford VS ChevroletThere are many reasons that make the Chevy.docxTatianaMajor22
Ford VS Chevrolet
There are many reasons that make the Chevy’s and Ford’s motors two most common trucks. Studies reveal that that they are the most popular vehicles on sales today. It is because they are powerful, versatile and reasonably priced. They also come in a wide variety of configurations and styles. However, many buyers and sellers have questioned themselves on the better vehicle compared to the other in terms of quality, Wi-Fi, price ranges, value, and costs. To compare and contrast on this subject, let us take an example of two vehicles each from each company to facilitate comparison.
Ford offers the full-size track with automatic high-beam control, automatic parallel parking and power-retractable running boards. Fords are elegant, and they are mostly aluminum making them save weight and bolster gas mileage. None of these features are offered Chevy’s. Chevrolets have outstanding quality. They are mostly comprised of steel, for instance, the Chevrolet Silverado. This makes them good for rough roads and difficult terrains.
Fords have employed the use of up to date Wi-Fi technology. Ford intends to provide the Ford Sync, which will provide robust connections for occupants. Latest Chevrolet brands Malibu utilize the 4G LTE Wi-Fi Technology that provides rich in-vehicle experiences. This technology is powerful compared to Ford Sync, and is used for connecting devices and executing few remote operations within the car.
From the value and cost standpoint, Ford can consume a little more, and its payload capacity is a little higher. Additionally, its mileage is too better. The prices vary from nation to nation. Chevrolet seems to be a little cheaper, and reasonably priced going for $33,044, which is slightly less than Ford, but the differences are not serious to propel buyers towards one truck leaving the other
Technophiles are likely to put their preferences on Ford to Chevrolet. On overall, Fords have many features as compared Chevy’s. However, they may be hard to maintain. Compared to Fords, Chevrolets are reliable and cheaper. However, the two brands are equally good performers. It is, therefore, prudent to pick what one thinks would fit his or her usage and preference and personal style
Ethical Systems, Research Paper, Spring 2015, Douglas Green, Page 1 of 1
Ethical
Systems/Final
Research
Paper
2,000
words
minimum,
double-‐spaced
Final
Draft
Due:
Tuesday,
April
28,
12:00
pm
(afternoon)
Please
email
your
final
research
paper
to
me
via
MS
Word
attachment
AND
by
cutting/pasting
the
entire
document
into
the
body
of
your
email.
IF
YOU
DO
NOT
RECEIVE
A
CONFIRMATION
EMAIL
BACK,
I
DID
NOT
RECEIVE
YOUR
ESSAY
AND
YOU
WILL
LOSE
ALL
CREDIT
FOR
THIS
REQUIREMENT.
NO
LATE
WORK
WILL
BE
ACCEPTED…
PERIOD!
.
More Related Content
Similar to International Journal of Technology Assessment in Health Care,
MAST and its application in RENEWING HEALTHAnna Kotzeva
This document discusses the Model for Assessment of Telemedicine (MAST) and its application in the RENEWING HEALTH project. MAST provides a comprehensive framework for the multidisciplinary assessment of telemedicine, including preceding considerations, assessment across multiple domains, and evaluating transferability. The RENEWING HEALTH project applies MAST to evaluate telemedicine interventions for diabetes, COPD and CVD across multiple outcomes like clinical effectiveness, user perspectives, economic impacts and organizational effects. Common tools were developed to ensure quality and comparability, including a minimum dataset, common templates, and guidance for analysis and reporting. By validating MAST across diverse settings, the project aims to establish an accepted methodology for complex telemedicine evaluations.
Evidence for Public Health Decision MakingVineetha K
The presentation gives an overview of evidence based public health with emphasis on the seven steps of EBPH Framework. It also includes the data sources to search for evidence and relevant articles explaining the current trend in decision making. One of the sources of the presentation is from EBPH training series by Rocky Mountain foundation. The link is provided in the end slide. Do contact me if you need any help with the resources.
The Donabedian model is a widely used framework for assessing the quality of healthcare. It examines three aspects of healthcare: structure, process, and outcomes. Structure refers to attributes of the healthcare system like facilities and staff. Process measures what is actually done in giving and receiving care. Outcomes are changes in patients' health, knowledge, or satisfaction from healthcare. The model suggests these factors are interrelated and assessing all three can provide insights into quality of care. It was developed in the 1960s and remains a dominant paradigm for healthcare quality assessment.
Evaluating the impact of HTA and ‘better decision-making’ on health outcomescheweb1
This document outlines a conceptual framework for assessing the impact of health technology assessments (HTA). It begins by discussing what is already known about evaluating HTA, including the limited literature on long-term effects and barriers to implementation. The document then presents two case studies and proposes a theory-driven, realist approach to impact assessment using configurations of context, mechanism, and outcomes. Interviews and primary data collection are suggested to test an initial program theory regarding how and why HTA influences policy and practice. The goal is to produce guidance on effective implementation by understanding what works, for whom, and in what contexts.
Systematic reviews employ rigorous systematic methods to identify and synthesize data from multiple studies to obtain a quantitative summary of the effects of an intervention. This involves formulating clear objectives and criteria for inclusion of studies, assessing methodological quality, extracting data, and presenting results both descriptively and through meta-analysis to obtain a pooled effect estimate. Conducting systematic reviews using these standardized methods helps establish whether research findings are consistent and generalizable across studies.
Poster presented at ECE Maastricht 2015 LBacelar-NicolauLBNicolau
"Screening Policies in Health Impact Assessment: easier decision making through cluster analysis" went very well. Many interesting questions and comments at the end!
Doctors 2.0 & YOU - 2017 - Methodological and ethical issues of connected dev...DoctorsTwoPointO And You
This document discusses the methodological and ethical issues around the use of connected devices in health. It summarizes that while connected devices promise to help change health behaviors through self-quantification and social support, there are still many open questions. Specifically, more research is needed to understand what components of connected devices are actually effective, for whom, and how they work. Additionally, issues around inequalities in access and the impact on privacy require further study. Overall, connected devices should be viewed as complex interventions and evaluated using theory-driven approaches to fully understand their outcomes and mechanisms of impact in different contexts.
Running Head EVALUATION PLAN FOCUSEVALUATION PLAN FOCUS 1.docxcowinhelen
Running Head: EVALUATION PLAN FOCUS
EVALUATION PLAN FOCUS 1
Evaluation Plan Focus
Student Name
University Affiliations
Date
Professor
Scenario 1:
Your hospital is implementing a new unified acute and ambulatory Electronic Health Record (EHR) system through which patient care documentation will occur. Interdisciplinary assessment forms (including nursing), clinical decision support, and medical notes will be documented in this system. The implementation of the system is anticipated to improve the hospital’s performance in a multitude of areas. In particular, it is hoped that the use of the EHR system will reduce the rate of patient safety events, improve the quality of care, deter sentinel events, reduce patient readmissions, and impact spending. The implementation of the EHR system is also
Introduction
Evaluation plan involves an integral part regarding a grant suggestion providing information aimed at improving a project during the development and implementation. I will participate in the assessment of the scenario system in throughout the project. The scenario includes the hospital that is implementing the new unified as well as the Ambulatory EHR (Electronic Health Record) system that enhances the documentation of patient care. The purpose of the paper is explaining the selected scenario one, explanation of the reasons for selecting it, and summarizing of the research findings on the similar HIT implementations. More so, there is a description of the evaluation viewpoint, and goal guiding the assessment plan and same rationale.
HIT System Selected
The new system to be implemented has various modules that contain interdisciplinary assessment forms, medical notes, and clinical decision support where their documentation is guaranteed. The implementation of the unified system will enhance improved performance of the hospital in several departments. The new EHR system becomes of great importance to the hospital since there is a reduction of medical errors, reduction of the rate of the safety events of each patient, improving the quality of healthcare, deterrence of sentinel events, reduced patients readmissions as well as impact spending. Another reason for choosing the scenario is that the new system will enhance while fulfilling the requirements of meaningful use as stipulated in the HITECH (Health Information Technology for Economic and Clinical Health) Act. Therefore, the need for evaluation regarding the EHR implementation becomes paramount since it will help to identify the associated risks while adjusting the modules required when offering the medication services to the patients (Lanham, Leykum & McDaniel, 2012).
Summary of Research Findings on Similar HIT Implementations
Several evaluations are analogous to the HIT system implementation of the unified system with related differences regarding the outcomes based on the primary goals. For instance, some of the implemented systems fail to meet one hundred percent ...
Hesselink et al. BMC Health Services Research 2014, 14389ht.docxpooleavelina
Hesselink et al. BMC Health Services Research 2014, 14:389
http://www.biomedcentral.com/1472-6963/14/389
RESEARCH ARTICLE Open Access
Improving patient discharge and reducing
hospital readmissions by using Intervention
Mapping
Gijs Hesselink1*, Marieke Zegers1, Myrra Vernooij-Dassen1,2,3, Paul Barach4,5,6, Cor Kalkman4, Maria Flink7,8,
Gunnar Öhlén9,10, Mariann Olsson7,8, Susanne Bergenbrant11, Carola Orrego12, Rosa Suñol12, Giulio Toccafondi13,
Francesco Venneri13, Ewa Dudzik-Urbaniak14, Basia Kutryba14, Lisette Schoonhoven1, Hub Wollersheim1
and on behalf of the European HANDOVER Research Collaborative
Abstract
Background: There is a growing impetus to reorganize the hospital discharge process to reduce avoidable
readmissions and costs. The aim of this study was to provide insight into hospital discharge problems and
underlying causes, and to give an overview of solutions that guide providers and policy-makers in improving
hospital discharge.
Methods: The Intervention Mapping framework was used. First, a problem analysis studying the scale, causes, and
consequences of ineffective hospital discharge was carried out. The analysis was based on primary data from 26
focus group interviews and 321 individual interviews with patients and relatives, and involved hospital and
community care providers. Second, improvements in terms of intervention outcomes, performance objectives and
change objectives were specified. Third, 220 experts were consulted and a systematic review of effective discharge
interventions was carried out to select theory-based methods and practical strategies required to achieve change
and better performance.
Results: Ineffective discharge is related to factors at the level of the individual care provider, the patient, the
relationship between providers, and the organisational and technical support for care providers. Providers can
reduce hospital readmission rates and adverse events by focusing on high-quality discharge information, well-
coordinated care, and direct and timely communication with their counterpart colleagues. Patients, or their carers,
should participate in the discharge process and be well aware of their health status and treatment. Assessment by
hospital care providers whether discharge information is accurate and understood by patients and their community
counterparts, are important examples of overcoming identified barriers to effective discharge. Discharge templates,
medication reconciliation, a liaison nurse or pharmacist, regular site visits and teach-back are identified as effective
and promising strategies to achieve the desired behavioural and environmental change.
Conclusions: This study provides a comprehensive guiding framework for providers and policy-makers to improve
patient handover from hospital to primary care.
Keywords: Patient handoff, Patient discharge, Patient readmission, Intervention mapping, Adverse events
* Correspondence: [email protected]
1Radboud University Medical Center, Sc ...
This document provides an overview of ICH guidelines E9 through E12, which provide statistical and clinical trial design guidance. E9 discusses statistical principles for clinical trials, including trial context, scope, design techniques to avoid bias, sample size considerations, and data analysis. E10 covers choice of control groups in clinical trials and describes placebo, no treatment, dose-response, and active controls. E11 provides guidance for clinical trials in pediatric patients, including issues around timing, formulations, study types, age classifications, and ethical considerations. E12 relates to clinical evaluation by therapeutic category.
College Writing II Synthesis Essay Assignment Summer Semester 2017.docxclarebernice
College Writing II Synthesis Essay Assignment Summer Semester 2017
Directions:
For this assignment you will be writing a synthesis essay. A synthesis is a combination of two or more summaries and sources. In a synthesis essay you will have three paragraphs, an introduction, a synthesis and a conclusion.
In the introduction you will give background information about your topic. You will also include a thesis statement at the end of the introduction paragraph. The thesis statement should describe the goal of your synthesis. (informative or argumentative)
The second paragraph is the synthesis. You will combine two summaries of two different articles on the same topic. You will follow all summary guidelines for these two paragraphs. The synthesis will most likely either argue or inform the reader about the topic.
The conclusion paragraph should summarize the points of your essay and restate the general ideas.
For this essay you will read two research articles on a similar topic to the previous critical review essay as you can use this research in your inquiry paper. You will summarize both articles in two paragraphs and combine the paragraphs for your synthesis. In the synthesis you must include the main ideas of the articles and the author, title, and general idea in the first sentences.
This essay will be three pages long and the first draft and peer review are due June 15. You must turn them in hardcopy in class so you can do a peer review.
Running head: THESIS DRAFT 1
THESIS DRAFT 3Thesis Draft
Katelyn B. Rhodes
D40375299
DeVry University
Point-of-Care Testing (PoCT) has dramatically taken over the field of clinical laboratory testing since it’s introduction approximately 45 years ago. The technologies utilized in PoCT have been refined to deliver accurate and expedient test results and will become even more sensitive and accurate in order to dominate the field of clinical laboratory testing. Furthermore, there will be a dramatic increase in the volume of clinical testing performed outside of the laboratory. New and emerging PoCT technologies utilize sophisticated molecular techniques such as polymerase chain reaction to aid in the treatment of major health problems worldwide, such as sexually transmitted infections (John & Price, 2014).
Historic Timeline
In the early-to-mid 1990’s, bench top analyzers entered the clinical laboratory scene. These analyzers were much smaller than the conventional analyzers being used, and utilized touch-screen PCs for ease of use. For this reason, they were able to be used closer to the patient’s bedside or outside of the laboratory environment. However, at this point in time, laboratory testing results were stored within the device and would have to then be sent to the main central laboratory for analysis.
Technology in the mid-to-late 1990’s permitted analyzers to be much smaller so that they may be easily carried to the patient’s location. Computers also became more ...
38 www.e-enm.org
Endocrinol Metab 2016;31:38-44
http://dx.doi.org/10.3803/EnM.2016.31.1.38
pISSN 2093-596X · eISSN 2093-5978
Review
Article
How to Establish Clinical Prediction Models
Yong-ho Lee1, Heejung Bang2, Dae Jung Kim3
1Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea; 2Division of Biostatistics, Department
of Public Health Sciences, University of California Davis School of Medicine, Davis, CA, USA; 3Department of Endocrinology
and Metabolism, Ajou University School of Medicine, Suwon, Korea
A clinical prediction model can be applied to several challenging clinical scenarios: screening high-risk individuals for asymp-
tomatic disease, predicting future events such as disease or death, and assisting medical decision-making and health education.
Despite the impact of clinical prediction models on practice, prediction modeling is a complex process requiring careful statisti-
cal analyses and sound clinical judgement. Although there is no definite consensus on the best methodology for model develop-
ment and validation, a few recommendations and checklists have been proposed. In this review, we summarize five steps for de-
veloping and validating a clinical prediction model: preparation for establishing clinical prediction models; dataset selection;
handling variables; model generation; and model evaluation and validation. We also review several studies that detail methods
for developing clinical prediction models with comparable examples from real practice. After model development and vigorous
validation in relevant settings, possibly with evaluation of utility/usability and fine-tuning, good models can be ready for the use
in practice. We anticipate that this framework will revitalize the use of predictive or prognostic research in endocrinology, leading
to active applications in real clinical practice.
Keywords: Clinical prediction model; Development; Validation; Clinical usefulness
INTRODUCTION
Hippocrates emphasized prognosis as a principal component of
medicine [1]. Nevertheless, current medical investigation
mostly focuses on etiological and therapeutic research, rather
than prognostic methods such as the development of clinical
prediction models. Numerous studies have investigated wheth-
er a single variable (e.g., biomarkers or novel clinicobiochemi-
cal parameters) can predict or is associated with certain out-
comes, whereas establishing clinical prediction models by in-
corporating multiple variables is rather complicated, as it re-
quires a multi-step and multivariable/multifactorial approach to
design and analysis [1].
Clinical prediction models can inform patients and their
physicians or other healthcare providers of the patient’s proba-
bility of having or developing a certain disease and help them
with associated decision-making (e.g., facilitating patient-doc-
tor communication based on more objective information). Ap-
Received: 9 January 2016, Revised: 14 ...
NCBI Bookshelf. A service of the National Library of Medicine,.docxvannagoforth
NCBI Bookshelf. A service of the National Library of Medicine, National Institutes of Health.
Institute of Medicine (US) Roundtable on Value & Science-Driven Health Care; Yong PL, Olsen LA, McGinnis
JM, editors. Value in Health Care: Accounting for Cost, Quality, Safety, Outcomes, and Innovation.
Washington (DC): National Academies Press (US); 2010.
5 Approaches to Improving Value—Provider and Manufacturer
Payments
INTRODUCTION
Payment design, coverage policies, reimbursement rules, and other financial incentives and
disincentives are powerful motivators when attempting to steer the healthcare system toward
more desirable care patterns (Guterman et al., 2009). Experiments with payment design and
coverage and reimbursement policies are currently going on in both public and private healthcare
sectors, with varying results. Speakers in this session of the workshop explored current payment
design experiments and discussed the efficacy of utilizing these reimbursement tools to improve
the value received from health care.
In this chapter, Carolyn M. Clancy details the pay-for-performance (P4P) model, an effort to
more explicitly link provider payments to quality of care. She highlights the lack of coherent
approaches to P4P and the variable success this approach has had in fundamentally changing
provider practice patterns. For example, while financial incentives for individual physicians have
shown that P4P can induce quality improvements for diabetic patients (Beaulieu and Horrigan,
2005), group-level incentives have had no impact on mammography screening or hemoglobin A
testing rates (Rosenthal et al., 2005). After underscoring that the current incentive system and
healthcare infrastructure fail to accommodate the achievement of real efficiency and quality, she
outlines recommendations for rethinking medical training, measurement, system design, and the
reward system.
Building on Clancy’s recommendations, Donald A. Sawyer identifies how the current healthcare
system stymies innovation in product development. He suggests refocusing the myopic view of
innovation on the horizon of long-term health improvements and financial savings. Reed V.
Tuckson discusses the alignment of manufacturers, technologists, payers, patients, and providers
necessary to establish a system that continues to provide incentives for innovation and maintains
an open market for the development of promising but unproven interventions. He elaborates
specifically on a joint effort between UnitedHealth Group and the American College of
Cardiology to develop appropriateness criteria for cardiac single-photon emission computed
tomography myocardial perfusion imaging—a new and very expensive technology—based on
best evidence as an example of how the interests of diverse stakeholder groups could be aligned.
In conclusion, Steven D. Pearson likens coverage and reimbursement tools to a blunt knife that
lacks subtlety in effecting value improvements, bu ...
Evidence-Based PracticeEvidence-based Practice Progra.docxelbanglis
Evidence-Based
Practice
Evidence-based Practice
Program
The Agency for Healthcare Research and
Quality (AHRQ), through its Evidence-
based Practice Centers (EPCs), sponsors
the development of evidence reports and
technology assessments to assist public-
and private-sector organizations in their
efforts to improve the quality of health
care in the United States. The reports
and assessments provide organizations
with comprehensive, science-based
information on common, costly
medical conditions and new health care
technologies. The EPCs systematically
review the relevant scientific literature
on topics assigned to them by AHRQ
and conduct additional analyses when
appropriate prior to developing their
reports and assessments.
AHRQ expects that the EPC evidence
reports and technology assessments will
inform individual health plans, providers,
and purchasers as well as the health care
system as a whole by providing important
information to help improve health care
quality.
The full report and this summary are
available at www.effectivehealthcare.
ahrq.gov/reports/final.cfm.
Background
The United States spends a greater proportion
of its gross domestic product on health care
than any other country in the world (17.6
percent in 2009),1 yet often fails to provide
high-quality and efficient health care.2-6 U.S.
health care has traditionally been based on a
solid foundation of primary care to meet the
majority of preventive, acute, and chronic
health care needs of its population; however,
the recent challenges facing health care in
the United States have been particularly
magnified within the primary care setting.
Access to primary care is limited in many
areas, particularly rural communities. Fewer
U.S. physicians are choosing primary care as
a profession, and satisfaction among primary
care physicians has waned amid the growing
demands of office-based practice.7 There has
been growing concern that current models
of primary care will not be sustainable for
meeting the broad health care needs of the
American population.
The patient-centered medical home (PCMH)
is a model of primary care transformation that
seeks to meet the variety of health care needs
of patients and to improve patient and staff
experiences, outcomes, safety, and system
efficiency.8-11 The term “medical home”
was first used by the American Academy of
Pediatrics in 1967 to describe the concept of a
single centralized source of care and medical
record for children with special health care
Evidence Report/Technology Assessment
Number 208
2. The Patient-Centered Medical Home
Closing the Quality Gap: Revisiting the State of the Science
Executive Summary
2
needs.12 The current concept of PCMH has been greatly
expanded and is based on 40 years of previous efforts to
redesign primary care to provide the highest quality of care
possible.13,14 The chronic care model,15,16 a conceptual
model for organizing chronic illness ...
Automated Extraction Of Reported Statistical Analyses Towards A Logical Repr...Nat Rice
This document describes research on developing an automated system to extract key information from clinical trial literature, such as the hypothesis, sample size, statistical tests used, and conclusions. The system maps extracted phrases to relevant knowledge sources. It was trained and tested on 42 full-text articles about chemotherapy for non-small cell lung cancer, achieving a precision of 86%, recall of 78%, and F-score of 0.82 for classifying sentences. The goal is to utilize this extracted information for quality assessment, meta-analysis, and disease modeling.
Looking at implementation: how useful is realist evaluation?valéry ridde
Presentation by Emilie Robert (McGill University).
Global Health Workshop: Methods For Implementation Science in Global Health.
http://www.equitesante.org/implementation-science-methods-in-global-health/
This document provides an overview of operational research (OR) and its application in health management. It defines OR as the scientific study of operations to improve decision making. The document outlines the main features of OR, including taking a total systems approach and using tools from various disciplines. It discusses several quantitative techniques used in OR, such as linear programming, simulation, and inventory control. The document explains how these techniques can help optimize resource allocation and improve efficiency in health systems.
Similar to International Journal of Technology Assessment in Health Care, (20)
Please readRobert Geraci, Russia Minorities and Empire,” in .docxTatianaMajor22
Please read:
Robert Geraci, “Russia: Minorities and Empire,” in Abbott Gleason, ed., A Companion to Russian History (Oxford: Wiley-Blackwell, 2009), 243-260.
And discuss:
How does Geraci portray the legacy of the early Russian history for the make-up of 18-19th century Russia?
Please read: Leonard Victor Rutgers, “Roman Policy Towards the Jews: Expulsions from the City of Rome during the First Century C.E.,” in Classical Antiquity, Vol. 13, No. 1 (Apr., 1994), pp. 56-74.
And discuss: Rutgers surveys the different reasons historians have given for the expulsion of the Jews from Rome in the first century C.E. Who place did Jews have in Roman society at this time? Were they expelled because of their religious practices, or because they were ‘unruly’ as Rutgers argues? If so, what caused them to act in this way? What kind of historical evidence does the author use?
There are 2 essay, each one should write at least 300-350 words and plus one reference page.
MLA format. Must use quote( “ ”) for every source you use from website. And put (author, page number) behind quote.
Roman Policy towards the Jews: Expulsions from the City of Rome during the First Century
C.E.
Author(s): Leonard Victor Rutgers
Source: Classical Antiquity, Vol. 13, No. 1 (Apr., 1994), pp. 56-74
Published by: University of California Press
Stable URL: http://www.jstor.org/stable/25011005 .
Accessed: 26/08/2011 13:35
Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at .
http://www.jstor.org/page/info/about/policies/terms.jsp
JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of
content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms
of scholarship. For more information about JSTOR, please contact [email protected]
University of California Press is collaborating with JSTOR to digitize, preserve and extend access to Classical
Antiquity.
http://www.jstor.org
http://www.jstor.org/action/showPublisher?publisherCode=ucal
http://www.jstor.org/stable/25011005?origin=JSTOR-pdf
http://www.jstor.org/page/info/about/policies/terms.jsp
LEONARD VICTOR RUTGERS
Roman Policy towards the Jews:
Expulsions from the City of Rome
during the First Century c. E.
Tant de causes secretes se melent souvent a la cause apparente, tant de ressorts
inconnus servent a persecuter un homme, qu'il est impossible de demeler dans les
siecles posterieures la source cachee des malheurs des hommes les plus consider
ables, a plus forte raison celle du supplice d'un particulier qui ne pouvait etre
connu que par ceux de son parti.
-Voltaire, Traite sur la tolerance (1763)
IN THIS ARTICLE I want to discuss the evidence for expulsions of Jews from
the city of Rome in the first century C.E. Scholars have long been interested in the
reasons underlying these expulsions. Because the anci.
Ford VS ChevroletThere are many reasons that make the Chevy.docxTatianaMajor22
Ford VS Chevrolet
There are many reasons that make the Chevy’s and Ford’s motors two most common trucks. Studies reveal that that they are the most popular vehicles on sales today. It is because they are powerful, versatile and reasonably priced. They also come in a wide variety of configurations and styles. However, many buyers and sellers have questioned themselves on the better vehicle compared to the other in terms of quality, Wi-Fi, price ranges, value, and costs. To compare and contrast on this subject, let us take an example of two vehicles each from each company to facilitate comparison.
Ford offers the full-size track with automatic high-beam control, automatic parallel parking and power-retractable running boards. Fords are elegant, and they are mostly aluminum making them save weight and bolster gas mileage. None of these features are offered Chevy’s. Chevrolets have outstanding quality. They are mostly comprised of steel, for instance, the Chevrolet Silverado. This makes them good for rough roads and difficult terrains.
Fords have employed the use of up to date Wi-Fi technology. Ford intends to provide the Ford Sync, which will provide robust connections for occupants. Latest Chevrolet brands Malibu utilize the 4G LTE Wi-Fi Technology that provides rich in-vehicle experiences. This technology is powerful compared to Ford Sync, and is used for connecting devices and executing few remote operations within the car.
From the value and cost standpoint, Ford can consume a little more, and its payload capacity is a little higher. Additionally, its mileage is too better. The prices vary from nation to nation. Chevrolet seems to be a little cheaper, and reasonably priced going for $33,044, which is slightly less than Ford, but the differences are not serious to propel buyers towards one truck leaving the other
Technophiles are likely to put their preferences on Ford to Chevrolet. On overall, Fords have many features as compared Chevy’s. However, they may be hard to maintain. Compared to Fords, Chevrolets are reliable and cheaper. However, the two brands are equally good performers. It is, therefore, prudent to pick what one thinks would fit his or her usage and preference and personal style
Ethical Systems, Research Paper, Spring 2015, Douglas Green, Page 1 of 1
Ethical
Systems/Final
Research
Paper
2,000
words
minimum,
double-‐spaced
Final
Draft
Due:
Tuesday,
April
28,
12:00
pm
(afternoon)
Please
email
your
final
research
paper
to
me
via
MS
Word
attachment
AND
by
cutting/pasting
the
entire
document
into
the
body
of
your
email.
IF
YOU
DO
NOT
RECEIVE
A
CONFIRMATION
EMAIL
BACK,
I
DID
NOT
RECEIVE
YOUR
ESSAY
AND
YOU
WILL
LOSE
ALL
CREDIT
FOR
THIS
REQUIREMENT.
NO
LATE
WORK
WILL
BE
ACCEPTED…
PERIOD!
.
Fairness and Discipline Weve all been disciplined at one.docxTatianaMajor22
Fairness and Discipline
We've all been disciplined at one time or another by a parent or a teacher. What disciplinary experiences have you had as a child that took a non-punitive approach?
I need paragraph or half page with reference
.
Appendix 12A Statement of Cash Flows—Direct MethodLEARNING .docxTatianaMajor22
Appendix 12A
Statement of Cash Flows—Direct Method
LEARNING OBJECTIVE
6
Prepare a statement of cash flows using the direct method.
To explain and illustrate the direct method, we will use the transactions of Computer Services Company for 2014, to prepare a statement of cash flows. Illustration 12A-1 presents information related to 2014 for Computer Services Company.
To prepare a statement of cash flows under the direct approach, we will apply the three steps outlined in Illustration 12-4.
Illustration 12A-1
Comparative balance sheets, income statement, and additional information for Computer Services Company
STEP 1: OPERATING ACTIVITIES
DETERMINE NET CASH PROVIDED/USED BY OPERATING ACTIVITIES BY CONVERTING NET INCOME FROM AN ACCRUAL BASIS TO A CASH BASIS
Under the direct method, companies compute net cash provided by operating activities by adjusting each item in the income statement from the accrual basis to the cash basis. To simplify and condense the operating activities section, companies report only major classes of operating cash receipts and cash payments. For these major classes, the difference between cash receipts and cash payments is the net cash provided by operating activities. These relationships are as shown in Illustration 12A-2.
Illustration 12A-2
Major classes of cash receipts and payments
An efficient way to apply the direct method is to analyze the items reported in the income statement in the order in which they are listed. We then determine cash receipts and cash payments related to these revenues and expenses. The following pages present the adjustments required to prepare a statement of cash flows for Computer Services Company using the direct approach.
CASH RECEIPTS FROM CUSTOMERS.
The income statement for Computer Services Company reported sales revenue from customers of $507,000. How much of that was cash receipts? To answer that, companies need to consider the change in accounts receivable during the year. When accounts receivable increase during the year, revenues on an accrual basis are higher than cash receipts from customers. Operations led to revenues, but not all of these revenues resulted in cash receipts.
To determine the amount of cash receipts, the company deducts from sales revenue the increase in accounts receivable. On the other hand, there may be a decrease in accounts receivable. That would occur if cash receipts from customers exceeded sales revenue. In that case, the company adds to sales revenue the decrease in accounts receivable. For Computer Services Company, accounts receivable decreased $10,000. Thus, cash receipts from customers were $517,000, computed as shown in Illustration 12A-3.
Illustration 12A-3
Computation of cash receipts from customers
Computer Services can also determine cash receipts from customers from an analysis of the Accounts Receivable account, as shown in Illustration 12A-4.
Illustration 12A-4
Analysis of Accounts Receivable
Illustration.
Effects of StressProvide a 1-page description of a stressful .docxTatianaMajor22
Effects of Stress
Provide a 1-page description of a stressful event currently occurring in your life.
Discuss I am married work a full time job as an occupational therapy assistant am taking two courses
Have to take care of a home feed the animals attend to laundry
Think of my pateitns worry about their well being and what I can do for them ( I bring home my patients issues)
Constantly doing paper work for work such as documentation for billing
I feel like I have no free time for me some days I don’t even eat dinner or lunch because I don’t have time to make anything or am just too tired to cook
On top of this I am married and married ppl do argue and my husband am I have been bunting heads on finances.
Then, referring to information you learned throughout this course, address the following:
· What physiological changes occur in the brain due to the stress response?
· What emotional and cognitive effects might occur due to this stressful situation?
· Would the above changes (physiological, cognitive, or emotional) be any different if the same stress were being experienced by a person of the opposite sex or someone much older or younger than you?
· If the situation continues, how might your physical health be affected?
· What three behavioral strategies would you implement to reduce the effects of this stressor? Describe each strategy. Explain how each behavior could cause changes in brain physiology (e.g., exercise can raise serotonin levels).
· If you were encouraging an adult client to make the above changes, what ethical considerations would you have to keep in mind? How would you address those ethical considerations?
In addition to citing the online course and the text, you are also required to cite a minimum of four scholarly sources. For reputable web sources, look for .gov or .edu sites as opposed to .com sites. Please do not use Wikipedia.
Your paper should be double-spaced, in 12-point Times New Roman font, and with normal 1-inch margins; written in APA style; and free of typographical and grammatical errors. It should include a title page with a running head, an abstract, and a reference page.
The body of the paper should be at least 6 pages in length total
not including the reference or title page
Assignment 1 Grading Criteria
Maximum Points
Described a stressful event.
20
Explained the physiological changes that occur in the brain due to the stress response.
36
Explained the emotional and cognitive effects that may occur due to this stressful situation.
32
Analyzed potential differences in physiological, cognitive, and emotional responses in someone of a different age or sex.
32
Discussed the physical health risks.
28
Provided three behavioral strategies to reduce the effects of the stressor and explained how each could cause changes in brain physiology.
40
Analyzed ethical considerations in implementing behavioral strategies and offered suggestions for addressing these.
40
Integrated at least two scholarly references .
Design Factors NotesCIO’s Office 5 People IT Chief’s Offi.docxTatianaMajor22
Design Factors
Notes
CIO’s Office
5 People
IT Chief’s Office
5 People
LAN/WAN Maint.
20 People
Reception
4 People
Telecommunications
20 People
LAN Management
50 People
Server Room A
2 Person
Server Room B
4 Person
Equipment:
Patch Cable
Computer to Wall
Patch Cable
LAN Room
Cable Trays/Runs
Horizontal Runs
Cisco Border Router
Research: Attached to 5 Floor Switches
Server Room A
10 Servers
Server Room B
10 Servers
Computers
One Per Person
Standard floor (first floor) Lesson 2 Project Plan info
Design Factors
Notes
CIO’s Office
5 People
IT Chief’s Office
5 People
LAN/WAN Maint.
20 People
Reception
4 People
Telecommunications
20 People
LAN Management
50 People
Server Room A
2 Person
Server Room B
4 Person
Equipment:
Patch Cable
Computer to Wall
Patch Cable
LAN Room
Cable Trays/Runs
Horizontal Runs
Cisco Border Router
Research: Attached to 5 Floor Switches
Server Room A
10 Servers
Server Room B
10 Servers
Computers
One Per Person
Basement floor
Design Factors
Notes
Vertical Riser Run
On Outside Wall of LAN Room on Each Floor.
Fiber-Optic Multimode
Riser Runs: Backbone
SC Connectors
Fiber-Optic Cable
Cisco Catalyst: Switch: WS-C3750G-24PS-S: 24 Ports
Leave a Minimum of four ports free on each switch
Color Laser Printer
Minimum of One per Room or One per 20 people
Vertical Riser Run
On Outside Wall of LAN Room on Each Floor and Server RM B on this floor.
Fiber-Optic Multimode
Riser Runs: Backbone
SC Connectors
Fiber-Optic Cable
Cable Trays/Runs
Horizontal Runs
Horizontal Runs
Leave a Minimum of four ports free on each switch
Applicataion
U.S. Minimum Requirement Ranges
Space per Employee - 1997
Two people, such as a supervisor and an employee, can meet in an office with a table or desk between them
60" to 72" x 90" to 126:/5.78m2 to 11.7m2
280Sq. Ft./26.0m2
Worker has a primary desk plus a return
60" to 72"x60"to 84"/5.78 to 7.8m2
193Sq. Ft./17.9m2
Executive office - three to four people can meet around a desk
105 to 130"x96 to 123"/9.75 to 11.4 m2
142Sq. Ft./13.2m2
Basic workstation such as a call center
42" to 52" x 60" to 72"/3.9 to 6.7 m2
114Sq. Ft./10.6 m2
NT1310: Project
Page 1
PRO JECT D ESC RIPT ION
As the project manager for the Cable Planning team, you will manage the creation of the cable plan for
the new building that will be built, with construction set to begin in six weeks.
The deliverables for the entire Cable Plan will consist of an Executive Summary, a PowerPoint
Presentation and an Excel Spreadsheet. You will develop different parts of each of these in three parts.
The final organization should contain these elements:
The Executive Summary:
o Project Introduction
o Standards and Codes
Cable Standards and Codes
Building Standards and Codes
o Project Materials
o Copper Cable, Tools, and Test Equipment
o Fiber-Optic Cable, Tools, and Test Equipment
o Fiber-Optic Design Considerations
o Basement Server Comp.
Question 12.5 pointsSaveThe OSU studies concluded that le.docxTatianaMajor22
The document contains questions about leadership, motivation, communication, groups/teams, and decision making. The questions assess knowledge of topics like situational leadership theory, Maslow's hierarchy of needs, organizational communication barriers, stages of team development, and group decision making techniques like brainstorming.
Case Study 1 Questions1. What is the allocated budget .docxTatianaMajor22
Case Study 1 Questions:
1. What is the allocated budget ? $250,000
2. Where does the server room located? Currently, there is no server room
3. What is the number of users with PCs inside each existing site?
Currently there are
4. What is the current cabling used in each location? (cat5e or cat6) Current cabling does not meet the company’s current and future needs
5. Do want us to upgrade token Ring or use a completely new Ethernet network What is your recommendation and why?
6. regarding the ordering system , it is not clear what the we should do , do you want to talk about how to connect the system to the network or how to built the ordering online system because it is more software engineering than networking . Talk about the kind of network (hardware) you recommend based on the business requirements
7. all the sites should have access to our servers in the main branch? yes
8. Regarding the order software, do you need more details about the way it works or just about its connection with the network? Your solution should be from a network point of view
9. Distances are given in Meters or feet? feet
10. Shipment is done by truck, or ships? Currently, only trucking
11. In Dimebox branch, where are administration offices located? See Business goals # 4
12. What is the current network connectivity status? How many devices are currently on the network? How they are physically laid out? Is cabling running all over the floor, hidden in walls or threaded through the ceiling? What are the switches used and its speed? Currently, only the office is networked (token ring) NOVELL
13. What is the minimum Internet speed wanted? See Business Goals on page 2 – I only can tell you what we need the network for, you must tell me what we need to meet the business needs
14. Will the corporation provide wireless access? If yes will it be in all department and buildings? Wireless access would be helpful if we can justify the cost
15. Are there phones in offices? yes
16. What is the internet speed available now? What speed do you want for future? Internet access is through time warner cable company which is not very reliable
17. Do employees access their emails outside the company? yes
18. Do you have plans for future expansion? We like to increase our customer base by 20% over the next year
REMEMBER, you are the IT expert, I’m only a business person who must rely on your expertise.
Network Design and Performance
Case Study
Dooma-Flochies, Inc. with headquarters located on Podunk Road in Trumansburg, NY, is the sole manufacturer of Dooma-Flochies (big surprise). They currently have a manufacturing facility in, Lake Ridge, NY (across Cayuga Lake) on Cayuga Dr. and have recently diversified by purchasing a company, This-N-That, on Industry Ave. in, Dime Box Texas. This-N-That is the sole competitor of Domma-Flochies with their product Thinga-Ma-Jigs. This acquisition gives Dooma-Flochies, Inc a monopoly in this mark.
Behavior in OrganizationsIntercultural Communications Exercise .docxTatianaMajor22
Behavior in Organizations
Intercultural Communications Exercise Response Paper –
Week 5
The most overt cultural differences, such as greeting rituals and name format, can be overcome most easily. The underlying, intangible differences are very difficult to overcome. In this case, the underlying cultural differences are
· Assumptions about the purpose of the event (is the party strictly for fun and for relationship building, or are their business matters to take care of?).
· Assumptions about the purpose and the nature of business relationship.
· Assumptions about power and leadership relationships (who makes the decisions and how?).
· Response styles (verbal and nonverbal signals of agreement, disagreement, politeness, etc.).
Many (though not all) cultural differences can be overcome if you carefully observe other people, think creatively, remain flexible, and remember that your own culture is not inherently superior to others.
The Scenario
Three corporations are planning a joint venture to sponsor an international concert tour. The corporations are Decibel, an agency representing the musicians (from the US, Britain, and Japan); Images, a marketing firm which will handle sales of tickets, snacks and beverages, clothing, and CDs; and Event, a special events company which will hire the ushers, concessionaires, and security officers; print the programs; and clean up the arenas after the shows. The companies come from three different cultures: Blue, Green, and Red. Each has specific cultural traits, customs, and practices.
You are a manager in one of these companies. You will attend the opening cocktail party in Perth, Australia the evening before a 3-day meeting during which the three companies will negotiate the details of the partnership. Your management team includes a Vice President and a number of other managers.
During the 3-day meeting, the companies have the following goals:
Decibel
· As high a royalty rate as possible on sales of T-shirts, videos, and CDs
· Aggressive marketing and advertising to increase attendance and sales
· Good security, both before and during the show Image
Image
· Well known bands that will be easy to market
· As much income as possible from the concerts
· Smoothly functioning event so that publicity from early concerts is positive
Event
· Bands that are not likely to provoke stampedes, riots, or other antisocial behavior
· Bands that are reliable and will show up on time, ready to play
· As much income as possible from the concerts
The cultures that are assigned to the various companies are:
BLUE CULTURE
Image (Marketing Company)
Beliefs, Values, and Attitudes that Underlie This Culture’s Communication
Believe that fate and luck control most things.
Believe in feelings more than reasoning.
An authoritarian leader makes the ultimate decisions.
Nonverbal Traits of This Culture
Treat time as something that is unimportant. It is not a commodity that can be lost.
Conversation distance is close (about 15 inches, face-.
Discussion Question Comparison of Theories on Anxiety Disord.docxTatianaMajor22
Discussion Question:
Comparison of Theories on Anxiety Disorders
There are numerous theories that attempt to explain the development and manifestation of psychological disorders. Some researchers hold that certain disorders result from learned behaviors (behavioral theory), while other researchers believe that there is a genetic or biological basis to psychological disorders (medical model), while still others hold that psychological disorders stem from unresolved unconscious conflict (psychoanalytic theory). How would each of these theoretical viewpoints explain anxiety disorders? Does one explain the development and manifestation of anxiety disorders better than the others?
200- 400 words please
Three min resources with
in text citations and examples
you can use the following as a module reference
cite as university 2014
Anxiety Disorders
Anxiety disorders such as panic disorder, specific phobias, and social anxiety disorder feature a heightened autonomic nervous system response that is above and beyond what would be considered normal when faced with the object or situation that the person reacts to. For example, a person with a specific phobia of spiders (called arachnophobia) experiences a heightened autonomic response when confronted with a spider (or even an image of a spider). This anxiety response must result in significant distress or impairment. In general, anxiety disorders have been linked to underactive gamma-aminobutyric acid (GABA) in the brain, resulting in overexcitability of the amygdala and the anterior cingulate cortex. Additionally, genetic research shows that anxiety disorders demonstrate a clear pattern of genetic predisposition
Charles Darwin's Perspective
We talked about Charles Darwin when discussing evolution and natural selection. Darwin was also very interested in emotions. One of his books published in 1872,The Expression of Emotions in Man and Animals, was devoted to this topic.
Darwin believed that emotions play an important role in the survival of the species and result from evolutionary processes in the same way as other behaviors and psychological functions. Darwin's writing on this topic also prompted psychologists to study animal behavior as a way to better understand human behavior.
James–Lange Theory of Emotions
Modern theories of emotion can be traced to William James and Carl Lange (Pinel, 2011). William James was a renowned Harvard psychologist who is sometimes called the father of American psychology. Carl Lange was a Danish physician. James and Lange formulated the same theory of emotions independently at about the same time (1884). As a result, it is called the James–Lange theory of emotions. This theory reversed the commonsensical notion that emotions are automatic responses to events around us. Instead, it proposes that emotions are the brain's interpretation of physiological responses to emotionally provocative stimuli.
Cannon–Bard Theory of Emotions
In 1915, Harvard physiologist Walt.
I have always liked Dustin Hoffmans style of acting, in this mov.docxTatianaMajor22
I have always liked Dustin Hoffman's style of acting, in this movie he takes on a sexually deprived young male just out of college, and has never been with a female, and is duped by horny older woman that feels neglected. Dustin Hoffman takes the characters form of a young male, goofy, respectful virgin and intelligent male, missing something but not really sure at the beginning till Ann Bancroft coaxes him with seduction to fulfill her own needs. In an other movie called "The life of Little Big Man" he plays almost the same character but as a white child raised by the Native Americans and a wise old chief that deeply care and loves him as his own, and Fay Dunaway plays a Holy rollers wife that is older and sexually deprived and feeling neglected by her husband and also she goes through major changes in her life from devoted wife, to a honey bell/ house hooker, whats funny Dustin Hoffman is a awesome actor but has to have his surrounding characters bring his character to life. The Graduate was Dustin Hoffman's first big movie of his career.
I actually liked movie "Little Big man" way better due to he went through major changes in his life, from being a Native boy warrior, captured by Yankees, meets Fay Dunaway who loves to give baths, to finding his sister who teaches him to be a gunslinger and then returns to his Grand Father to be a native again and tells his blind Grand Father the world of the white man is a crazy one, then his see the Psyho Col. Custer and gets his revenge by telling Custer the truth. The movie Little Big Man makes you laugh, teaches you things about people and survial and cry at times... its a must see...
Although a stray away from the Benjamin Braddock written about in the novel The Graduate, Dustin Hoffman does an awesome job with this character on film. When you first meet Ben he is at a party that his parents are throwing in his academic honor upon his graduation from school and return home. The whole night, Hoffman stumbles though various conversations and tries to coyly escape from the festivities. Small things such as this Hoffman did a great job at, conveying the hesitance and crisis that Ben was going through as a graduate. There are multiple times in the movie he hardly expresses anything at all, yet it clearly shows you that Ben is having a very hard time internally with everything going on. Even through his relationships with Mrs. Robinson and her daughter Elaine you see the young man struggling with himself through either failed attempts at affection or lack thereof.
.
Is obedience to the law sufficient to ensure ethical behavior Wh.docxTatianaMajor22
Is obedience to the law sufficient to ensure ethical behavior? Why, or why not? Support your answer with at least three reasons that justify your position.
100 words
Discuss the differences between an attitude and a behavior. Provide 4 substantive reasons why it is important for organizations to monitor and mitigate employee behavior that is either beneficial or detrimental to the organization's goals and existence.
150 words
.
If you are using the Blackboard Mobile Learn IOS App, please clic.docxTatianaMajor22
If you are using the Blackboard Mobile Learn IOS App, please click "View in Browser." V BUS 520Week 9 Assignment 4 Paper
I need the paper as soon as possible
Students, please view the "Submit a Clickable Rubric Assignment" in the Student Center.
Instructors, training on how to grade is within the Instructor Center.
Assignment 4: Leadership Style: What Do People Do When They Are Leading?
Due Week 9 and worth 100 points
Choose one (1) of the following CEOs for this assignment: Larry Page (Google), Tony Hsieh (Zappos), Gary Kelly (Southwest Airlines), Meg Whitman (Hewlett Packard), Ursula Burns (Xerox), Terri Kelly (W.L. Gore), Ellen Kullman (DuPont), or Bob McDonald (Procter & Gamble). Use the Internet to investigate the leadership style and effectiveness of the selected CEO. (Note: Just choose one that is easier for you to right about.) It does not matter to me which CEO you pick
Write a five to six (5-6) page paper in which you:
1. Provide a brief (one [1] paragraph) background of the CEO.
2. Analyze the CEO’s leadership style and philosophy, and how the CEO’s leadership style aligns with the culture.
3. Examine the CEO’s personal and organizational values.
4. Evaluate how the values of the CEO are likely to influence ethical behavior within the organization.
5. Determine the CEO’s three (3) greatest strengths and three (3) greatest weaknesses.
6. Select the quality that you believe contributes most to this leader’s success. Support your reasoning.
7. Assess how communication and collaboration, and power and politics influence group (i.e., the organization’s) dynamics.
8. Use at least five (5) quality academic resources in this assignment. Note: Wikipedia and other Websites do not qualify as academic resources.
Your assignment must follow these formatting requirements:
· Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides; citations and references must follow APA or school-specific format. Check with your professor for any additional instructions.
· Include a cover page containing the title of the assignment, the student’s name, the professor’s name, the course title, and the date. The cover page and the reference page are not included in the required assignment page length.
The specific course learning outcomes associated with this assignment are:
· Analyze the formation and dynamics of group behavior and work teams, including the application of power in groups.
· Outline various individual and group decision-making processes and key factors affecting these processes.
· Examine the primary conflict levels within organization and the process for negotiating resolutions.
· Examine how power and influence empower and affect office politics, political interpretations, and political behavior.
· Use technology and information resources to research issues in organizational behavior.
· Write clearly and concisely about organizational behavior using proper writing mechanics.
Click here.
Is the proliferation of social media and communication devices a .docxTatianaMajor22
Social media and communication devices have both benefits and drawbacks for society. While they allow easy connection with others and access to information, overuse can negatively impact relationships and mental health. Overall, moderation is key to reap the upsides of technology while avoiding the downsides.
MATH 107 FINAL EXAMINATIONMULTIPLE CHOICE1. Deter.docxTatianaMajor22
The document contains a 30-question math exam covering topics like functions, graphs, equations, inequalities, logarithms, and other math concepts. It includes multiple choice, short answer, and show work questions assessing skills like domain and range, solving equations, graphing, composites, inverses, lines, maximizing profit, and more. Students must demonstrate mathematical reasoning and problem-solving abilities.
If the CIO is to be valued as a strategic actor, how can he bring.docxTatianaMajor22
If the CIO is to be valued as a strategic actor, how can he bring to the table the ethos of alignment, bound to the demands of process strategic planning to move IT to the forefront of the organization's future? Is there a lack of information on strategic planning? Nope. I think the process of planning is poorly understood, and rarely endorsed. The reasons are simple enough. Planning requires a commitment of resources (time, talent, money); it requires insight; it requires a total immersion in the corporate culture. While organizations do plan, planning is invariably attached to the budget process. It is typically here that the CIO lays out his/her vision for the coming year Now a few years ago authors began writing on the value of aligning IT purpose to organizational purpose. They wrote at a time when enterprise architectural planning was fairly new, and enterprise resource management was on the lips of every executive. My view is that alignment is a natural process driven by the availability of the tools to accomplish it. Twenty years ago making sense of IT was more about processing power, and database management. We are in a new age of IT, and it is the computer that is the network, not the network as an independent self-contained exchange of information. If you will spend some time reviewing the basic materials I provided on strategic planning and alignment, we can begin our discussions for the course. Again, here is the problem I would like for us to tackle: If the CIO is to be valued as a strategic actor, how can he bring to the table the ethos of alignment, bound to the demands of process strategic planning to move IT to the forefront of the organization's future? Most of the articles I bundled together for this week are replete with tables and charts. These can be a heavy read. Your approach should be to review these articles for the "big ideas" or lessons that are take away. I think these studies are significant enough that we will conclude our first week with an understanding of the roles between executive leaders, and how they see Information Technology playing a role in shaping a business strategy.
Read the articles to answer the question. Please No Plagerism or verbatim but you are allowed to quote from the article.
Achieving and Sustaining
Business-IT Alignment
Jerry Luftman
Tom Brier
I
n recent decades, billions of dollars have been invested in intormation tech-
nology (IT). A key concern of business executives is alignment—applying IT
in an appropriate and timely way and in harmony with business strategies,
goals, and needs. This issue addresses both how IT is aligned with the busi-
ness and how the business should be aligned with IT Frustratingly, organizations
seem to find it difficult or impossible to harness the power of information tech-
nology for their own long-term benefit, even though there is worldwide evi-
dence that IT has the power to transform whole industries and markets.' How
can companies.
I am showing below the proof of breakeven, which is fixed costs .docxTatianaMajor22
I am showing below the proof of breakeven, which is fixed costs/ contribution margin.
We start with the definition of breakeven and proceed using elementary algebra to derive the formula. Breakeven is a number and is created by knowing fixed and variable costs, and the retail sales price. It is thus not a point of discussion but is based on the assumptions of these variables.
Proof of Breakeven
Definition of BreakevenVolume: Total Revenue = Total Expenses
Definition
1.Total Revenue = Total Expenses
Breakdown of Definition
2. Retail Price * Volume = Fixed Expenses + Variable Expenses
Further Analysis
3. Retail Price * Volume = Fixed Expenses + (Volume * Unit Variable Expenses)
Subtract (Volume * Unit Variable Expenses) from both sides
4. Fixed Expenses = (Retail Price * Volume) — (Volume * Unit Variable Expenses)
Factor
5. Fixed Expenses = Volume * (Retail Price – Unit Variable Expenses)
Divide both sides by (Retail Price – Unit Variable Expenses)
6. Volume = Fixed Expenses
(Retail Price – Unit Variable Expenses)
Substitution based on Definition
7. Since (Retail Price — Unit Variable Expenses) is called Contribution Margin,
Therefore:
Breakeven Volume = Fixed Expenses / Contribution Margin
NAME_________________________________________________ DATE ____________
1. Explain some of the economic, social, and political considerations involved in changing the tax law.
2. Explain the difference between a Partnership, a Limited Liability Partnership (LLP) and a Limited Liability Company (LLC). In each structure who has liability?
3. How is “control” defined for purposes of Section 351 of the IRS Code?
4. What are the advantages and disadvantages of using debt in a firm’s capital structure?
5. Under what circumstances is a corporation’s assumption of liabilities considered boot in a Section 351exchange?
6. What are the tax consequences for the transferor and transferee when property is transferred to a newly created corporation in an exchange qualifying as nontaxable under Section 351?
7. Why are corporations allowed a dividend-received deduction? What dividends qualify for this special deduction?
8. Provide 3 examples of a Constructive Dividend. Are these Constructive Dividends taxable?
9. Discuss the tax consequences of a new Partnership Formation and give details to gain and losses and basis?
10. Provide 2 similarities and 2 differences when comparing Sections 351 and 721 of the IRS Code.
11. What is the difference between inside and outside basis with a partnership?
12. ABC Partnership distributes $12,000 of taxable income to partner Bob and $24,000 of tax-exempt income to Partner Bob. As a result of these two distributions, how does Bob’s basis change?
13. On January 1, Katie pays $2,000 for a 10% capital, profits, and loss interest in a partnership.
Examine the way in which death and dying are viewed at different .docxTatianaMajor22
Examine the way in which death and dying are viewed at different points in human development.
Using only my text as a reference:
Berger, K.S. (2011). The developing person through the life span (8th ed.).
I need 3 detailed PowerPoint slide with very detailed speaker notes. There must be detailed speaker notes on each slide. The 4th slide will be the reference.
.
Karimi 1 Big Picture Blog Post First Draft College .docxTatianaMajor22
Karimi 1
Big Picture Blog Post First Draft
College Girls in Media
Sogand Karimi
Media and Hollywood movies have affected and influenced society’s perception on
female college students. Due to Hollywood movies and media, society mostly recognizes the
negative stereotypes of a college women. Saran Donahoo, an associate professor and education
administration of Southern Illinois University, once said, “The messages in these films
consistently emphasized college as a place where young women come to have fun, engage in
romances with young men, experiment with sex and alcohol, face dilemmas regarding body
image, and encounter difficulties in associating with other college women.” In this essay I will
be talking about the recurring stereotypes and themes portrayed in three hollywood movies,
Spring Breakers, The house bunny and Legally Blond and how these stereotypes affect our
society.
The movie Spring Breakers is about four college girls who are bored with their daily
routines and want to escape on a spring break vacation to Florida. After realizing they don’t have
enough money, they rub a local diner with fake guns and ski masks. They break the laws in order
to get down to Florida, just to break more rules and laws once they’re there. During the film, you
will notice a lot of partying, drugs and sexual activity. The four girls wear bikinis for majority of
the film and are overly sexual. These are some common themes and stereotypes seen in all three
movies. Media and movies like spring breakers have made it a norm to constantly want to party,
get drunk and have sex as a college woman. In an article by Heather Long, she mentions how the
movie can even be seen as supporting rape culture. She believes because of these stereotypes
always being shown in media, it is contributing to the “girls asking for it” excuse when it comes
to rape cases with young girls. Long also said “...never mind the fact that thousands of college
students are spending their spring break not on a beach, but volunteering with groups like Habitat
for Humanity and the United Way, especially after Hurricanes Katrina and Sandy.” THIS shows
how media only displays one side of a certain group or story. Even though not all college girls
like to party and lay on a beach naked for spring break, that’s what media likes to portray. Not
only does this give the wrong message to our society but it influences bigger issues like rape, as
the author mentioned.
http://www.huffingtonpost.com/2010/03/10/alternative-spring-break_n_494028.html
http://www.huffingtonpost.com/2010/03/10/alternative-spring-break_n_494028.html
Karimi 2
The movie House bunny. The House bunny is a movie about an ex playmate or girlfriend
if Hugh Hefner that gets kicked out of the Playboy Mansion due to her aging. She then becomes
a mother of an unpopular sorority with girls that are bit geeky, and unusual compared to other
girls on campus. The story.
Please try not to use hard words Thank youWeek 3Individual.docxTatianaMajor22
Please try not to use hard words Thank you
Week 3
Individual
Problems and Goals Case Study
Select one of the following three case studies in Ch. 6 of The Helping Process:
· Case Susanna
· Case James and Samantha
· Case Alicia and Montford
Identify three to five problems in the case study you have selected.
Write a 500- to 700-word paperthatincludes the following:
· A problem-solving strategy and a goal for each problem
· The services, resources, and supports the client may need and why
· A description of how goals are measurable and realistically attainable for the client
Here is the case studies
Exercise 3: Careful Assessment
The following case studies are about Susanna, James, Samantha, Alicia, and Montford, all
homeless children attending school. The principal of the school has asked you to conduct
an assessment of these children and provide initial recommendations.
Before you begin this exercise, go to the website that accompanies this book: www.
wadsworth.com/counseling/mcclam, Chapter Three, Link 1, to read more about homeless
families and children.
Susanna
Susanna is 15 years old. Th e city where she lives has four schools: two elementary, one
middle, and one high school. Th ere are about 1,500 students enrolled in the city/county
school district and about 450 in the local high school that Susanna is attending. For the
past six months, Susanna has been living with her boyfriend and his parents. Prior to this,
she left her mother’s home and lived on the streets. She is pregnant and her boyfriend’s
parents want her to move out of their home. Her father lives in a town with his girlfriend,
about 50 miles from the city. Her mother lives outside the city with Susanna’s baby brother.
Right now Susanna’s mother is receiving child support for the two children. Susanna wants
to have a portion of the child support so that she can find a place of her own to live. Her
mother says that the only way that Susanna can have access to that money is to move back
home. Susanna refuses to move back in with her mother.
You receive a call from the behavior specialist at Susanna’s high school. Susanna’s
mother is at the school demanding that Susanna be withdrawn from school. Susanna’s
mother indicates that Susanna will be moving in with her and will be enrolling in another
school district.
Currently Susanna is not doing very well in school. She misses school and she tells the
helper it is because she is tired and that she does not have good food to eat. She has not told
the helper that she is looking for a place to live. Right now she is failing two of her classes
and she has one B and two Ds. Her boyfriend has missed a lot of school, too.
James and Samantha
James is 10 years old and he has a sister, Samantha, who is 8. At the beginning of the
school year, both of the children were attending Boone Elementary School. Both children
live with their aunt and uncle; their parents are in prison. In the middle of the scho.
A Visual Guide to 1 Samuel | A Tale of Two HeartsSteve Thomason
These slides walk through the story of 1 Samuel. Samuel is the last judge of Israel. The people reject God and want a king. Saul is anointed as the first king, but he is not a good king. David, the shepherd boy is anointed and Saul is envious of him. David shows honor while Saul continues to self destruct.
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.pptHenry Hollis
The History of NZ 1870-1900.
Making of a Nation.
From the NZ Wars to Liberals,
Richard Seddon, George Grey,
Social Laboratory, New Zealand,
Confiscations, Kotahitanga, Kingitanga, Parliament, Suffrage, Repudiation, Economic Change, Agriculture, Gold Mining, Timber, Flax, Sheep, Dairying,
Andreas Schleicher presents PISA 2022 Volume III - Creative Thinking - 18 Jun...EduSkills OECD
Andreas Schleicher, Director of Education and Skills at the OECD presents at the launch of PISA 2022 Volume III - Creative Minds, Creative Schools on 18 June 2024.
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...indexPub
The recent surge in pro-Palestine student activism has prompted significant responses from universities, ranging from negotiations and divestment commitments to increased transparency about investments in companies supporting the war on Gaza. This activism has led to the cessation of student encampments but also highlighted the substantial sacrifices made by students, including academic disruptions and personal risks. The primary drivers of these protests are poor university administration, lack of transparency, and inadequate communication between officials and students. This study examines the profound emotional, psychological, and professional impacts on students engaged in pro-Palestine protests, focusing on Generation Z's (Gen-Z) activism dynamics. This paper explores the significant sacrifices made by these students and even the professors supporting the pro-Palestine movement, with a focus on recent global movements. Through an in-depth analysis of printed and electronic media, the study examines the impacts of these sacrifices on the academic and personal lives of those involved. The paper highlights examples from various universities, demonstrating student activism's long-term and short-term effects, including disciplinary actions, social backlash, and career implications. The researchers also explore the broader implications of student sacrifices. The findings reveal that these sacrifices are driven by a profound commitment to justice and human rights, and are influenced by the increasing availability of information, peer interactions, and personal convictions. The study also discusses the broader implications of this activism, comparing it to historical precedents and assessing its potential to influence policy and public opinion. The emotional and psychological toll on student activists is significant, but their sense of purpose and community support mitigates some of these challenges. However, the researchers call for acknowledging the broader Impact of these sacrifices on the future global movement of FreePalestine.
CapTechTalks Webinar Slides June 2024 Donovan Wright.pptxCapitolTechU
Slides from a Capitol Technology University webinar held June 20, 2024. The webinar featured Dr. Donovan Wright, presenting on the Department of Defense Digital Transformation.
2. telemedicine patient pathway.
Keywords: Clinical pathways, Computer simulation, Evaluation,
Telemedicine, Patients
The telemedicine evaluation literature has grown substan-
tially from the advancement of a specific framework for
assessing telemedicine by the Institute of Medicine (IOM)
(16). This early report identified five dimensions important
to evaluating telemedicine: quality, access, cost, patient per -
ceptions, and clinician perceptions. However, a more recent
report by The Lewin Group (27) both confirmed and extended
these evaluation dimensions. It considered the properties of
these dimensions, in terms of measures and their impacts, but
also the methodology issues involved in evaluation. This di -
rectly responded to some disquiet expressed in the literature
over rigor and consistency that limited the generalizability of
some studies’ findings. In light of these concerns, we discuss
two possible improvements for telemedicine evaluation.
First, we argue that the focus of the evaluation itself
should be widened to look at telemedicine in the context
of the patient pathway (also known in the literature as the
clinical pathway) to understand its place along the patient’s
journey through the health service. Second, we put forward
simulation as a tool for evaluating telemedicine through its
representation of the patient pathway. Simulation will be
discussed as a viable methodology for addressing some of the
weaknesses documented in telemedicine evaluation, through
a review of the measures and methodologies used in the
assessment of telemedicine. The discussion of the potential
benefits of simulating patient pathways is supported by an
illustration—using leg ulcer sufferers as a case example—to
contribute to an understanding of care delivery by traditional
and telemedicine processes.
3. TELEMEDICINE EVALUATION ISSUES
Measures
Reviews of telemedicine evaluation are limited (1;12;25;27),
but those that do exist provide important overviews as to the
status of evaluations in terms of the measures and method-
ology used to assess telemedicine. Most evaluations have
sought to assess various quantitative measures of effective-
ness (e.g., diagnostic accuracy), efficiency (e.g., cost), and
engagement (e.g., patient satisfaction) to determine its suc-
cess. However, these studies have tended to focus on single
clinical contexts, specialties, and measures. To highlight the
problematic issues around the measures currently assessed
in telemedicine evaluation, we will briefly focus on three key
evaluation measures: (i) Diagnostic accuracy—this measure
has tended to overly dominate many studies’ outcomes (1);
(ii) Cost (and its associated variables, e.g., benefit, utility,
and so on)—many studies have equated a cost-saving as a
benefit, but with no reference to how it affects clinical out-
comes (28); and (iii) Patient satisfaction—this measure is the
136
Evaluating telemedicine
Table 1. Key Evaluation Methodology Issues for Telemedicine
Methodological Approach
Evaluation methodology issue Current telemedicine evaluations
Simulation
4. Technological maturity
Progress of technology through its
lifecycle and the stage of evaluation
Often carried out as single case studies
of performance at too early or late a
stage and can often produce unduly
positive or negative findings (26)
Evaluates telemedicine along the
continuum of maturity from immature
prototypes to fully matured working
systems
Focus of evaluation
Scope of the evaluation from the
technology itself to its broader
context
The focus is predominantly placed on
the specifics of the technology itself,
as opposed to its organizational
impact (2).
Offers a more holistic approach, in
analysing the processes of care into
which telemedicine is situated, along
with key evaluation measures
Perspective of evaluation
Standpoint from which the benefits
of the technology are realized
A single perspective analysis is most
5. common, often to the point of
exclusion of the impact from an
alternative perspective (21)
Provides a multi-perspective analysis,
(depending on the model’s variables),
e.g., to reflect a patient/clinician view
Comparator
Definition of a suitable control group
with which to gauge the effect of the
technology’s intervention
Patients who are treated with and
without telemedicine and then
compared, are often not of a similar
level (8)
Allows a consistent way of performing
like-with-like comparisons as data from
a single set of patients can be run in both
the traditional and telemedicine models
Randomization
Assigning of participants to
experimental and control groups on a
random basis
This process is difficult to achieve as the
sample group in a study are generally
quite small, in some published cases
as few as ten patients (20)
6. Avoids randomization issues because a
single set of patients can be run in both
the traditional and telemedicine models
Time horizon
Duration of data collection in a study The focus has been on
short-term pilot
projects, with a lack of follow-up (5)
Predicts future outcomes, applying the
analysis to gauge the long-term effects of
telemedicine implementation
most common evaluation undertaken, tends to produce con-
sistently positive results, but can often be misleading, as
patient satisfaction measures often fail to go beyond first
impressions (19).
A major reason for some of the limitations cited in the
research is that few high-quality studies exist (15). Despite
the usefulness of the clinical and economic data that have
been produced, the methodological paucity in the research
has somewhat undermined the value of the assessments un-
dertaken. This finding has resulted in calls for patients and
practitioners alike to remain skeptical over the professed
benefits of telemedicine compared with traditional face-to-
face patient care (12). In an attempt to manage some of the
methodological issues in telemedicine evaluation, simulation
is proposed as a potentially useful tool for producing more
robust findings.
Methodology
As a methodological approach, simulation revolves around
creating computer models of social structures and processes.
7. These models are subject to “simulation” that is experimen-
tation through the manipulation of variables (e.g., time and
cost) to understand the behavior of the model and evaluate
the extent to which it provides an accurate account of the
behavior of the observed system (13). In health care, simu-
lation has achieved some success as a problem-solving tool
(3). Moreover, as well as being able to incorporate the afore -
mentioned evaluation measures, it will be posited that simu-
lation modeling offers a systematic approach for addressing
key evaluation methodology issues that have been usefully
summarized by the seminal Lewin Group report (27). These
issues have been identified as technological maturity, focus
of evaluation, perspective of evaluation, comparator, random-
ization, and time horizon. Table 1 defines each of these issues
in turn, along with an example of how they are addressed in
current telemedicine evaluation studies and how simulation
can offer a potential solution to these challenging issues.
From Table 1, it can be seen that current telemedicine
evaluations largely fail to address the broader organizational,
clinical, and social processes that new technology impacts
upon. Some evidence that exists suggests that this is a crit-
ical issue and that the focus of the evaluation may be too
narrow. For example, Lehoux et al. (17) found that the use
of telemedicine did not fit into clinicians’ communication
routines of consultation and referral. We suggest that a more
fruitful direction for the evaluation of telemedicine is to fo-
cus on the patient pathway. The patient pathway includes all
INTL. J. OF TECHNOLOGY ASSESSMENT IN HEALTH
CARE 22:1, 2006 137
Coughlan et al.
8. the clinical routines (or processes) into which telemedicine
is placed, so that it can be assessed on how it sustains or
supports variation in clinical practice.
SIMULATING THE PATIENT PATHWAY
Patient pathways are tools that assist in providing general
guidelines of care for dealing with individuals and groups
of patients suffering from a wide variety of diseases. How -
ever, the majority of studies focused on traditional patient
pathways (23). The introduction of telemedicine, however,
offers a new pathway to care, although the impacts of it
are even less well understood. To this end, simulation is
put forward as a method of modeling pathways that cap-
ture the timeline of care from the start to the journey’s
end.
Discrete-Event Simulation Technique
Discrete-event simulation (DES) offers many features to cope
with understanding the complex nature of health care sys-
tems, of which the patient pathway is a clear example. There
are three critical steps to the technique that are advanta-
geous for representing pathways, which can be described
as follows: (i) Understanding the system or process to be
modeled—this is in terms of its main entities (e.g., patients),
events (e.g., clinic visits), and decisions (e.g., referral of
patient for consultation) and must be achieved for the sub-
sequent model building to have a good representative basis;
(ii) Changing the parameters of the model (e.g., time and
cost)—this step can suggest (based on mathematical distri-
butions) the optimum capacity of the system in the present
and for the future given different scenarios; and (iii) Under -
standing the inter-relationships between different entities,
events, and decisions in the system—this step can identify
9. the interdependencies of variables and the effect of changing
one has upon another.
The simulation’s significant feature is its capability of
performing “what if. . . ” type analyses through the manip-
ulation of variables to understand the inter-relationships
within the model and, hence, the real system. This iterative
nature to the modeling process brings about the identification
of the optimum system setup. Although simulation is not
intended to replace current designs of evaluation studies,
acceptance of any new approach to studying health care
problems needs to be justified on the professed benefits of
the proposed solution option.
Benefits of Simulating the Patient Pathway
Whereas simulation has the potential to overcome many of
the problematic issues in telemedicine evaluation (as shown
in Table 1), the true value of the approach rarely has been
realized, given the narrow focus to which it has been applied
previously, typically hospital scheduling problems (11). This
quantitative view of simulation modeling—as a way of calcu-
lating outcomes—has often failed to produce results that can
be readily implemented in real-life applications. Moreover,
the telemedicine literature, in particular, reveals a paucity
of studies that have undertaken any simulation, except for
perhaps two notable examples (6;18). The impetus, there-
fore, clearly exists for a debate on the conceptual issues of
research in telemedicine, given the problems with current
evaluation techniques (4). Robinson (24) has called for a de-
bate on simulation study as a mode of practice in various
domains. We contend that this debate is necessary within
health care and propose that a starting point for this discus -
sion is on evaluating telemedicine from a simulation of the
patient pathway.
10. Patient pathways do not physically exist; therefore,
methods of computerizing pathways have demonstrated
some degree of success (7). The understanding that is gained
through simulation is of a greater value than the pure numer-
ical values produced. We propose, therefore, that simulation
be viewed as a tool not to calculate outcomes but to appre-
ciate them. This difference is subtle yet powerful. In this
manner, the use of simulation will crucially serve to elicit
the intangibles, such as insight into the way the system actu-
ally operates, understanding the variables that can affect the
system, and informing decisions concerning the system and
their possible consequences.
The benefits of simulating patient pathways are in-
creased when qualitative investigations (e.g., interviews, ob-
servations, and so on) are directed at critical points along the
pathway so as to supplement the models and understand more
holistically the relationship between the interpersonal (e.g.,
patient satisfaction) and technical aspects of telemedicine (9).
For example, to return to the three key measures discussed
earlier, in diagnostic accuracy, a control patient group can be
simulated to compare the outcomes of consultations with a
clinical trial group. This approach has been shown previously
to provide an educational benefit for informing clinical deci -
sion making (14). Furthermore, cost-effectiveness measures
can also be extended to produce cost per quality measures
of outcome in terms of the quality adjusted life years for
specific health care interventions (10). This can have an im-
portant personal benefit, particularly for the patient in terms
of establishing the relationship between their illness and the
likelihood of health care saving their life. Moreover, incorpo-
rating patient satisfaction measures is possible by converting
patient responses into an appropriate numerical scale and ap-
plying these figures to the model. This strategy can have a
behavioral benefit in being able to determine fluctuations in
11. patient satisfaction and pinpointing problem areas.
Telemedicine Patient Pathway:
An Illustration
To illustrate the potential of simulating patient pathways,
leg ulcer sufferers were selected as case examples, given
the access to patients who have followed a traditional
138 INTL. J. OF TECHNOLOGY ASSESSMENT IN HEALTH
CARE 22:1, 2006
Evaluating telemedicine
start
Patient visits GP
Decide on
tests to be
performed
More tests
required
Referral
required?
Refer to
consultant
no
yes
12. Visit consultant
Blood test at clinic
Doppler test at
clinic
Photographs at
clinic
yes
Repeat visits to
GP
no Ulcer healed?
no
stop
yes
Traditional
Telelink
consultation
telelink
Tests
Process continues beyond
this point
Telelink or
13. traditional?
Figure 1. Leg ulcer patient pathway.
and telemedicine patient pathway. Figure 1 is a graphic
representation of part of a leg ulcer patient pathway. Informa-
tion to structure the pathway and its critical variables is col -
lected from patient records and interviews with doctors and
nurses. Figure 1 serves to illustrate all the health care events
along this section of the pathway, for instance a tele-link
consultation and the relationships between them. Figure 2
illustrates how identical patients can be treated through two
systems, both traditional and telemedicine (the timescale for
which is provided for illustrative purposes only).
Variables at strategic decision points along the path-
way control the flow of patients. These variables alter based
INTL. J. OF TECHNOLOGY ASSESSMENT IN HEALTH
CARE 22:1, 2006 139
Coughlan et al.
Week No.
0
1
12
13
14
15. Present to
GP
Referral to
consultant
Telelink to
consultant
Pre-surgery
tests
Present to
GP
Tests at
clinic
Referral to
consultant
surgery
surgery
In-person
visit to cons.
Pre-surgery
tests
Tests at
clinic
PRESENT TO GP
16. 1. Patient volume – the number of patients arriving at the
surgery are
established in order to determine the capacity that the
system
currently deals with and how this affects the system.
2. Patient attributes – age, severity of condition, and general
health
were key issues used in clinical decision-making. These
were all
rated on a scale of 1-3 (with 1 being the youngest/least
severe and
3 being the oldest/most severe).
TESTS AT CLINIC (and PRE-SURGERY TESTS)
1. Costs of tests – this variable is dependent on patient
attributes
(i.e., the more severe cases will need more tests). It is also
dependent on time as if the period in between testing at the
clinic
and pre-surgery is short then only one set of tests will be
needed,
otherwise they may have to be repeated.
2. Costs of dressings – this variable is dependent on time, as
dressings have to be changed twice a week, during the
course of
treatment.
3. Time – every event has a time delay, which may vary
depending
on patient attributes, whether telemedicine is involved, or
the
number of tests conducted.
Figure 2. Comparison of a traditional and telemedicine leg ulcer
17. patient pathway.
on data parameters (patient volume), patient attributes (age,
severity of condition, and general health), and time, which
were deemed important for the treatment of leg ulcers
from interviews with clinical staff. These variables can be
further manipulated to determine different levels of effect
when changing sections of the process (i.e., introducing
telemedicine).
DISCUSSION AND CONCLUSIONS
This study has discussed simulation modeling—solely as a
mode of practice—for the evaluation of telemedicine in the
context of the patient pathway, as illustrated by Figures 1
and 2. Future work will need to computerize the pathway
into a dynamic running simulation model by comparing the
140 INTL. J. OF TECHNOLOGY ASSESSMENT IN HEALTH
CARE 22:1, 2006
Evaluating telemedicine
predicted flow of patients with the actual flow along the
traditional and telemedicine pathway. This approach will
allow the capture of the long-term and organizational im-
pacts of telemedicine implementation. An integral part of the
discussion on the potential use of simulation has been the
focus on the patient pathway. This focus has provided a com-
pelling example of the importance of evaluating telemedicine
in the context of the health care processes into which it is
placed. A spotlight on pathways vivifies the collective bene-
fits of simulation that have been put forward by highlighting
how telemedicine can be evaluated in relation to the entities,
18. events, and decisions involved in the delivery of care that
it impacts upon. On the surface, telemedicine might appear
to offer a fast-track system for patients, which can reduce
the costs of dressing for leg ulcer patients, for example (as
shown in Figure 2). However, Phipps (22) provides a caveat
to this in stating that it is important that we understand how
optimizing one section of a process (e.g., introducing a tele-
link) can affect another section further along in the system
and potentially induce a bottleneck (e.g., at the surgery stage)
given that this section of the process will not have changed.
It is suggested that a new challenge for telemedicine eval -
uation studies is to compile a more comprehensive view of
the technology, in looking across multiple aspects of health-
care processes to provide a much-needed commentary on the
outcomes of health care and its delivery. To this end, pa-
tient pathway simulation has been introduced as a potential
evaluation tool for telemedicine to continually monitor clini -
cal practice, the effects of telemedicine, and changing health
outcomes.
CONTACT INFORMATION
Jane Coughlan, PhD ([email protected]),
Research Fellow, Julie Eatock, PhD ([email protected]
ac.uk), Research Fellow; Tillal Eldabi, PhD ([email protected]
brunel.ac.uk), Lecturer, Information Systems and Comput-
ing, School of Information Systems, Computing and Math-
ematics, Brunel University, Kingston Lane, Uxbridge, Mid-
dlesex UB8 3PH, UK
REFERENCES
1. Aoki N, Dunn K, Johnson-Throop KA, Turley JP. Outcomes
and methods in telemedicine evaluation. Telemed J E Health.
2003;9:393-401.
19. 2. Bangert D, Doktor R, Warren J. Evaluating the organizational
impact of telemedicine for project akamai. In: Proceedings of
the 32nd Hawaii International Conference on System Sciences
(HICSS’99); 1999. CD-ROM Version.
3. Barnes CD, Quiason JL, Benson C, McGuiness D. Success
stories in simulation in health care. In: Proceedings of the 1997
Winter Simulation Conference; 1997:1280-1285.
4. Bashshur RL, Reardon TG, Shannon GW. Telemedicine: A
new health care delivery system. Annu Rev Public Health.
2000;21:613-637.
5. Bishop JE, O’Reilly RL, Maddox K, Hutchinson LJ. Client
satisfaction in a feasibility study comparing face-to-face in-
terviews with telepsychiatry. J Telemed Telecare. 2002;8:217-
221.
6. Cameron AE, Bashshur RL, Halbritter K, Johnson EM,
Cameron JW. Simulation methodology for estimating financial
effects of telemedicine in West Virginia. Telemed J.
1998;4:125-
144.
7. Chu S, Cesnik B. Improving clinical pathway design: Lessons
learned from a computerised prototype. Int J Med Inf.
1998;51:1-11.
8. Craig JJ, McConville JP, Patterson VH, Wootton R. Neuro-
logical examination is possible using telemedicine. J Telemed
Telecare. 1999;5:177-181.
9. Eldabi T, Irani Z, Paul RJ, Love PED. Quantitative and quali -
tative decision-making methods in simulation modelling. Man-
agement Decis. 2002;40:64-73.
20. 10. Eldabi TA, Paul RJ, Taylor SJE. Simulating economic
factors in
adjuvant breast cancer treatment. J Oper Res Soc. 2000;51:465-
475.
11. Fone D, Hollinghurst S, Temple M, et al. Systematic review
of the use and value of computer simulation modelling in pop-
ulation health and health care delivery. J Public Health Med.
2003;25:325-335.
12. Hailey D, Roine R, Ohinmaa A. Systematic review of
evidence
for the benefits of telemedicine. J Telemed Telecare. 2002;8:1-
30.
13. Hanneman R, Patrick S. On the uses of computer-assisted
simulation modeling in the social sciences. Sociological Re-
search Online. Available at: http://www.socresonline.org.uk/
2/2/5.html. Accessed December 13, 2005.
14. Hayes WS, Tohme WG, Komo D, et al. A telemedicine con-
sultative service for the evaluation of patients with urolithiasis.
Urology. 1998;51:39-43.
15. Hersh WR, Helfand M, Wallace J, et al. Clinical outcomes
re-
sulting from telemedicine interventions: A systematic review.
BMC Medical Informatics and Decision Making. Available
at: http://www.biomedcentral.com/1472-6947/1/5. Accessed
December 13, 2005.
16. Institute of Medicine. Telemedicine: A guide to assessing
telecommunications in health care. Washington, DC: National
Academy Press; 1996.
17. Lehoux P, Sicotte C, Denis J-L, Berg M, Lacroix A. The
21. theory of use behind telemedicine: How compatible with
physicians’ clinical routines? Soc Sci Med. 2002;54:889-
904.
18. Loane M, Wootton R. A simulation model for analysing
patient activity in dermatology. J Telemed Telecare. 2001;7
(Suppl 1):23-25.
19. Mair F, Whitten P. Systematic review of studies of patient
satisfaction with telemedicine. Br Med J. 2000;320:1517-
1520.
20. Miyasaka K, Suzuki Y, Sakai H, Kondo Y. Interactive
communication in high-technology home care: Videophones
for pediatric ventilatory care. Pediatrics. Available at: http://
pediatrics.aappublications.org/cgi/reprint/99/1/e1. Accessed
December 13, 2005.
21. Nordal EJ, Moseng D, Kvammen B, Lochen M-L. A
compara-
tive study of teleconsultations versus face-to-face consultations.
J Telemed Telecare. 2001;7:257-265.
INTL. J. OF TECHNOLOGY ASSESSMENT IN HEALTH
CARE 22:1, 2006 141
Coughlan et al.
22. Phipps B. Hitting the bottleneck. Health Management Maga-
zine. 1999:1-3.
23. Renholm M, Leino-Kilpi H, Suominen T. Critical pathways:
A
systematic review. J Nurs Adm. 2002;32:196-202.
22. 24. Robinson S. Modes of simulation practice: Approaches to
business and military simulation. Simulat Pract Theory.
2002;10:513-523.
25. Roine R, Ohinmaa A, Hailey D. Assessing telemedicine:
A systematic review of the literature. Can Med Assoc J.
2001;165:765-771.
26. Sicotte C, Lehoux P. Teleconsultation: Rejected and
emerging
uses. Methods Inf Med. 2003;4:451-457.
27. The Lewin Group. Assessment of approaches to evaluating
telemedicine, final report to the office of the Assistant
Secretary
for Planning and Evaluation. Department of Health and Hu-
man Services, Contract Number HHS-10-97-0012, December,
2000.
28. Whitten PS, Mair F, Haycox A, et al. Systematic review of
cost
effectiveness studies of telemedicine interventions. Br Med J .
2002;324:1434-1437.
142 INTL. J. OF TECHNOLOGY ASSESSMENT IN HEALTH
CARE 22:1, 2006
Reproduced with permission of the copyright owner. Further
reproduction prohibited without permission.
23. From Rookie to Reality Case Analysis and Rationale Template
Part 1: Case Analysis
1. Brief summary of the case:
2. Identify the issues to be resolved:
3. Stakeholders involved in the issues:
4. One or two existing laws or court rulings that relate to the
issues:
5. District policies that relate to the issues:
6. Possible solutions to the issues:
7. The solution you chose to resolve the issues:
8. Action steps (2-5) for implementing your solution, including
a timeline for each step:
9. Potential moral and legal consequences of the solution:
Part 2: Rationale
25. the implementation of telemedicine technology. This paper
introduces a range of issues bound
up with telemedicine and medical care regionalization and
offers a geographical conceptualiza-
tion of those issues through a synthesis of ideas from several
literatures. It begins by providing
a background for regionalization and telemedicine. The paper
continues by examining the
formation of ‘virtual’ regions and the problem of their internal
integration and integration with
‘material’ regions of care. A penultimate section argues for the
use of regional economic
geography and territoriality as contexts for understanding the
continued growth and
development of telemedicine networks. As part of an overall
critical challenge to the pro-
telemedicine bias in the medical care literature, the paper ends
by suggesting the development
of a normative ethics by medical geographers.
Key words: telemedicine, regionalization, technology, virtual
regions, networks, integration,
regional economic geography, territoriality, ethics.
I Introduction
During the last decade, telemedicine has emerged as a
consequential innovation within
the medical care system. Telemedicine is expected to evolve
into ‘a wide-spread and
permanent fixture of the medical care landscape’ (Grigsby,
1997: 318). Although
telemedicine may be defined as ‘the use of electronic
information and communications
technologies to provide and support health care when distance
separates the partici-
27. icine exist in a reflexive relationship to one another. The paper
conceptualizes regional-
ization and telemedicine and their reflexive relationship through
a synthesis of ideas
from several literatures.
While the paper’s primary focus is placed upon the medical care
dimensions of
telemedicine and regionalization, it is important to provide
some background for the
larger geographical contexts within which regional telemedicine
systems and their
most important associated issues are situated – contexts that
cannot be addressed in full
here. Therefore, a brief discussion of those contexts should be
useful to set the stage for
both the arguments to follow and additional routes of further
geographical inquiry into
telemedicine. Among the geographic contexts in which to place
telemedicine, I will
briefly describe the rural, economic and ethical.
The restructuring of medical care in the USA via telemedicine
is occurring most
frequently in a rural context. This restructuring process is
qualitatively different than
that analyzed by Kearns and Joseph (1997) in New Zealand, but
the outcomes in rural
communities may share many characteristics. It should be
acknowledged that the
concept of rurality remains complex and problematic, but it still
has value if recognized
as an entity arising from the social representations of space
created by academic and lay
discourses (Halfacree, 1993). The specific rural context , then,
shifts with the nature of
28. the local discourse and is thus able to account for the
tremendous diversity in rural
settings and space. Indeed, despite the fact that in the aggregate
American rural
populations remain poorer and less educated than urban ones,
the range of rural
experience is broad (Economic Research Service, 1995). In
addition, rural areas in the
USA and Europe are undergoing significant economic change
and restructuring (Beyers
and Nelson, 2000; Marsden et al., 1990; Murdoch and Marsden,
1996) with differing
outcomes. Overall, however, American rural populations
experience more serious and
severe health problems than urban populations (Gesler et al.,
1992; Ricketts, 1999), and
much of that experience is exacerbated by poverty and the
material circumstances that
accompany it (Schneider and Greenberg, 1992). Moreover,
American rural populations
face inequalities in access to care when compared to their urban
counterparts (Schur
and Franco, 1999; Ricketts, 2000). It is in this medical and
wider rural context that
telemedicine plays a role in reshaping the space of care.
As just suggested, the question of telemedicine rests not only in
a rural geographic
context but in an economic-geographic one as well. The role of
important technological
advancements and their economic applications has been
recognized as central in
development of the global economy and world-system (Hugill,
1993; Knox and Agnew,
1998). Indeed, technological systems, not unlike those used in
telemedicine, have been
29. the primary engine of global economic change, although it is
important to view them
as enabling rather than deterministic (Dicken, 1998). As I will
argue, telemedicine
should be considered as an important part of the package of
technologies and related
processes that shape emerging economic geographies. Such
information technologies
serve to help firms – and I would include medical care firms –
exploit geography better
(Charles, 1996). Furthermore, technology has been recognized
as essential to regional
economic change (Malecki, 1997) and to the creative
destruction and re-emergence of
regional economies (Florida, 1996).
Not independent from these contexts but distinct from them is
the ethical context of
telemedicine. There are numerous questions that arise from two
relevant themes
recently articulated by Proctor (1998): what is the place of
ethics in geography, and what
is the place of geography in ethics? Whereas significant works
by geographers are
emerging to address those questions (e.g., Proctor and Smith,
1999; Smith, 2000), the
relevant question for this paper is: how do we begin to think
about telemedicine and
regionalization as ethical-geographic issues? Crampton (1999)
provides some direction
by addressing the ethical dimensions of the internet, and two
points are worth noting.
First, he suggests that technologies such as GIS or the internet
30. give rise to competing
logics – totalizing and democratizing. Second, the utilization of
new technologies
creates new practices and outcomes – ‘a geography of
virtualization’ – that leads us to
ethical questions about connectivity and access. Some of the
arguments below speak to
these ethical questions, if only implicitly. In sum, telemedicine
resides within the con-
text of a geographical ethics similar to its technological
brethren GIS and the internet.
This paper is organized into three sections (II, III and IV) with
two subsections each.
Section II offers a more general conceptual basis for
understanding regionalization and
telemedicine. The first subsection provides an overview of the
question of regionaliza-
tion of medical care and its numerous meanings and underlying
ideologies. The various
circumstances of regionalization are the backdrop for
conceptualizing how telemedi-
cine is affecting, and more importantl y, is likely to affect in the
future, medical care
regionalization, and with it, the medical care system at larger
and smaller geographic
scales. The second subsection reviews several recent
geographical perspectives on new
communication and information technologies as an additional
context for conceptual-
izing telemedicine and its virtuality.
Section III emphasizes the ways in which telemedicine creates
both regions of care
and new problems associated with them. The first subsection
explains how telemedi-
31. cine creates new geographies of care through the formation of
virtual regions. In this
subsection, I discuss the ‘internal’ integration of virtual care
regions and their prob-
lematical aspects. The second subsection covers the problem of
‘external’ integration
between the virtual and material networks. Although proponents
of telemedicine
understand some of the hurdles to integration, geographers can
extend and deepen
their understanding as well as add insight into other aspects of
integration. An
overview at the end of that subsection provides a range of
integration prospects and
problems.
Section IV concentrates upon the regional economic context for
the current and future
implementation of telemedicine. The increasing role of
telemedicine in hospital and
medical care networks in the USA also suggests the questions:
why telemedicine and
why now? Beyond the more deterministic arguments for the
implementation of
telemedicine technologies, medical care organizations may be
viewed as firms in a
Malcolm P. Cutchin 21
22 Virtual medical geographies: conceptualizing telemedicine
and regionalization
regional economic geography of care provision. In essence,
there are many ways that
32. telemedicine may generate power for a medical care
organization in a regional setting.
The first subsection will briefly develop how telemedicine can
be viewed critically as an
enabling agent in strong economic competition among regional
medical care agents.
The second subsection suggests territoriality as a central
dynamic in telemedicine
systems and their economic geography. Telemedicine networks
offer medical care orga-
nizations a way to define, expand and defend territorial control.
Thus the regional
power of a large telemedicine hub becomes more than
economic; it becomes political.
This subsection thus sketches how territoriality may add yet
another important
dimension to geographical analyses of telemedicine.
The conclusions (section V) reiterate the key arguments and
suggest linkages
between regionalization and other geographic aspects of
telemedicine. Telemedicine
regions are only one piece of a complex geographical puzzle
created by the technolog-
ical practice. Moreover, the paper concludes that geographers
should not only concep-
tualize and theorize the new dynamics created by telemedicine
but also develop
normative arguments for the possible outcomes of these new
systems of care.
Philosophical bases that can support the technology-society-
geography nexus will aid
us in conceptualizing and critiquing telemedicine. Perhaps more
importantly, such
bases will assist us in arguing for and designing an ethical and
just form of telemedi-
33. cine – one that upholds shared values of medical care delivery
including accessibility
and equality of care.
II Conceptual bases of medical care regionalization and
telemedicine
1 Regionalization of medical care: a multifaceted concept
The regionalization of medical care is not a new idea.
Regionalization2 has been
implemented in many countries, and the meaning and utility of
regionalization has
been discussed in the USA since the 1920s (Hassinger, 1982).
The first generation of
telemedicine that developed in the 1970s failed because of
financial, technical and
behavioral constraints (Bashshur, 1995). The rapid re-
emergence of telemedicine
networks in the USA during the 1990s presents a new set of
questions regarding both
regionalization and telemedicine. Although the academic
literature does not cover the
relationship between telemedicine and regionalization to any
significant degree, the
interplay between the two processes present conceptual and
applied challenges to
medical geographers and health service researchers.
Non-geographers have contributed the bulk of ideas regarding
regionalization in
medical care, and therefore have dominated the way we might
think about the problem
in the USA. Beginning with the British Dawson Report of 1920,
various US government
studies and programs relied upon some concepts of
34. regionalization to suggest improve-
ments in the delivery of care to underserved groups. These
planning efforts have been
extended by more critical assessments of the potential of
regionalization. Eli Ginzburg
holds a prominent position among those who have contributed
to our understanding
of the problems and prospects of regionalizatio n. Ginzburg
(1977) suggests that region-
alization is a slippery concept that varies from writer to writer.
Regardless of definition,
the intention of regionalization programs is to improve access,
quality, cost and equity
(Ginzburg, 1977). While the literature on regionalization
acknowledges key intra- and
interorganizational components to some forms of
regionalization, the primary process
is a geographic one. Regionalization programs can accentuate
one or a combination of
the following: the distribution of physicians, the distribution of
capital expenditures
and the control of patient movement within the system
(Ginzburg, 1977).
Discussions of regionalization usually recognize that a
vertically organized hierarchy
must be imposed across a landscape by ordering services
spatially following the orga-
nizational structure and the regionalization emphasis (Lewis,
1977). Christaller’s con-
tribution to such thinking through his central place theory is
recognized in the health
services literature (e.g., Hassinger, 1982; Luke, 1992) as well as
35. the geographic literature
(e.g., Shannon and Dever, 1974). The net effect is argued as a
‘rationalization’ or
‘appropriate distribution’ of scarce resources to better meet the
needs of a population in
a defined area (Ginzburg, 1977; Lewis, 1977).
A reorganization of delivery systems can thereby result in either
decentralization or
centralization. One form involves the devolution of power at a
larger scale to regional
entities resulting in decentralization (Sheps and Madi son,
1977). Yet regionalization is
also used to describe the formation of regional coalitions of
community-based organi-
zations to share resources and improve efficiencies (Sheps and
Madison, 1977). The
perspective from which one views organizational change has
much to do with how one
characterizes a regionalization process (Hassinger, 1982).
Individualism and
‘community independence’ are often based in anti-centralization
positions and are seen
as barriers to regionalization (Lewis, 1977).
More recently, regionalization has been discussed in terms of
both multihospital
systems and community-based care. The former is a type of
centralization as formerly
independent hospitals begin to share resources and identities as
well as coordinate and
centralize decision-making (Luke, 1992). The latter suggests a
decentralization of care
to local providers, citizens, and hospitals so that decision-
making can be based in local
knowledge and local relationships (Hurley et al., 1995).
36. Strangely enough, it appears
that both processes are occurring simultaneously in the USA.
Nonetheless, local or
regional hospital systems have deeper ties to emergent
telemedicine networks than
community-based systems, and hospital systems appear more
central to regionalization
as set out by Ginzburg (1977).
Regionalization as an idea and a practice seems to evoke several
ideologies. One
ideology of regionalization appears to focus on the
rationalization of service distribu-
tion. This conviction tends to jibe with a welfare-based
approach and government
objective of service equity across a bounded population.
Arguments for regionalization
are also used to serve the needs of medical care organizations,
particularly privately
owned ones. This cost-savings ideology is based more directly
on the organization’s
ability to manage a regional system to save expenditures and
increase net operating
results. A third regionalization ideology appears to be that of
local control, where
community care offers greater equality of service provision.
Rather than the state or
medical care organization, grass-roots health care advocates
seem to promote this
ideology. The varied influence of these ideologies in a
regionalization argument will
help to define the type of geographic changes to take place in
the medical care system.
In Canada, regionalization has been implemented to a
significant degree. The
37. provinces have taken different paths to regionalization, but a
cost-savings ideology has
served as the primary motive for action across the country
(Reamy, 1995) even if equity
and enhanced citizen participation are also part of provincial
governments’ rationale
Malcolm P. Cutchin 23
24 Virtual medical geographies: conceptualizing telemedicine
and regionalization
(Church and Barker, 1998). Some have found fault with the
outcomes of this process,
focusing on the negative impact on rural communities as
hospitals have been consoli-
dated and closed (James, 1999). Others have suggested that
Canadian regionalization
faces significant hurdles in creating savings, efficiency and
increased participation
(Church and Barker, 1998). Yet others view Canadian reforms
as positive when
compared to the US situation because of the compensating
effect of better access to
primary care in Canada (James et al., 1996).
The USA has not made significant progress in regionalizing its
medical care system
for improved access, quality, cost or equity. Regions of
differentiated care do exist in the
USA (e.g., Bohland and Knox, 1989), but such regions are not
based as much on the goal
of creating organized, efficient patient care as they are on the
historical development of
38. competitive advantage in a largely privately run, fee-for-service
marketplace. This is
most evident in California where regionalization is driven ‘by
managed care market
forces with significant limitations in access’ (James et al.,
1996: 758). Moreover, there
have been barriers to achieving the advantages of such
idealized, organized regional
systems. Beyond those discussed above, there is the lack of
federal will, and thus power,
to affect change in a market-based system (Lewis, 1977;
Ginzburg, 1977). There also is
the lack of initiative or momentum behind such a movement,
both with the public and
within the medical sector (Sheps and Madison, 1977). In
addition, there has not been the
requisite mechanism in place to provide the feedback needed by
regional systems to
adjust and care for their populations effectively (Ginzburg,
1977). Finally, because the
USA does not, as does Canada, offer universal health insurance,
enhanced primary care
access and organized referral systems, regionalization is
unlikely to live up to the more
idealistic ideologies of rationalization and local control
(Grumbach and Anderson,
1996).
This subsection has set out the basics of what analysts have
suggested regionalization
could be, should be, and is. Furthermore, it has pointed to
problems in forming a type
of regionalization that improves access, quality and cost of care.
I will now turn to a
conceptualization of telemedicine vis-à-vis communications and
information
39. technology. That discussion serves as a basis for understanding
how telemedicine is
unfolding – and is likely to unfold – with respect to
regionalization. While the
movement toward regionalization has remained a very gradual
one, new networks,
and thereby regions of telemedicine, have been put in place
across the USA.
Telemedicine is likely to accelerate health care regionalization
in the USA. Because of
this and other developments, the rise of telemedicine generates
conceptual and applied
challenges to medical geography.
2 Telemedicine as geographical technology
The re-emergence of telemedicine in the 1990s occurred for
various reasons – some
related to need, others to the advance in telecommunications
technologies and
networks such as the internet and world wide web. Telemedicine
involves the use of
two-way interactive audio, video and/or computer technology to
deliver care to distant
patients and facilitate the exchange of information between
specialist and primary care
physicians (Bashshur, 1997). The result of telemedicine
consultations is ‘virtual’
medicine – care that intends to be the same as if the doctor were
physically present but
does not take place as a ‘material’ (physical) medical care
consultation. This aspect of
telemedicine as virtual medicine necessitates a brief
40. consideration of how it fits into
recent analyses of new communications technologies and
associated geographies.
Hillis (1998: 543) argues ‘the issue of communications has been
underpursued,
underexamined, and undertheorized by geographers’. Hillis
(1998) suggests that,
because communication signals are not visible and because
communications technolo-
gies have become ‘naturalized’, geographers have failed to
critically assess the social
relations both informi ng and affected by communication
technology use. One answer
is to try to understand the place-based processes bound up in the
interaction of humans
and technology (Hillis, 1998). Batty (1997) adds to the
understanding of how geography
might address this lacuna. He suggests (Batty, 1997: 340) that
new information tech-
nologies have created a virtual geography which:
. . . is the study of place as ethereal space and its processes
inside computers, and the ways in which this space
inside computers is changing material place outside computers.
Around this Janus-like face of virtual
geography lies the study of the geography of computers and
networks from a traditional, non-ethereal
standpoint.
Batty (1997) further articulates virtual geography to include
place/space, cspace,
cyberspace and cyberplace. The first is the original domain of
geography, whereas the
second entails abstractions of space inside computers and their
networks. Cyberspace
41. includes the spaces that are created through intercomputer
communication, and
cyberplace is the effect on place of cyberspace infrastructures.
Establishing the importance of geography within technology-
society relations is one
step; another is how geographical theory might be created or
used to understand these
relations. Graham (1998: 167) argues that ‘substitution and
transcendence’ theories that
focus on the deterministic impact of information and
communication on society are
utopian and highly problematic, often because of their reliance
on metaphors that
mislead and ‘obfuscate the complex relations between new
communications and
information technologies and space, place, and society’. The
best theoretical solution
according to Graham lies in the ‘relational’ view that creates
recursive and ‘recombina-
tory’ linkages between technologies and space and place –
linkages that help us define
and understand effects of each on the other in an ongoing and
changing way. Kitchin
(1998a; 1998b) also argues for a geographical analysis of
cyberspace that is broad in its
inclusion of social constructivism, political economy, feminist
and postmodern per-
spectives. Kitchin (1998a: 402) suggests that such an
‘integrative approach allows us to
deconstruct carefully the implications of cyberspatial
technologies within the context of
the world we do live in and to understand the symbiotic
relationship between the
virtual and nonvirtual worlds’. In particular, tensions between
geographic centraliza-
42. tion and decentralization, along with questions of power and
inequality, result from an
initial critical view of cyberspace (Kitchin, 1998a).
Together, Hillis, Batty, Graham and Kitchin make important
conceptual and
theoretical contributions to a geographical understanding of the
change in communica-
tion and information technologies during the last decade.
Telemedicine technology
used in clinical care (e.g., diagnosis and therapy) is not yet as
complex as the networks
and interactions considered by these scholars, such as those
entailed in various aspects
of the internet. Telemedicine most commo nly involves intranets
with considerable
structure and limited flexibility. This point does not negate the
fact that telemedicine is
Malcolm P. Cutchin 25
26 Virtual medical geographies: conceptualizing telemedicine
and regionalization
developing in the direction of more flexible web and wireless
structures (Shannon,
2000; Löytönen, 2000). Whether considering the more fixed or
more flexible telemedi-
cine structures, however, medical geographers should heed
these theorists’ arguments
because the innovation and implementation of telemedicine
technologies produce
virtual medical geographies. Besides concentrating on the role
of space and place in
43. understanding the reflexive role between telemedicine and
society, medical
geographers need to address another important type of
geography resulting from
telemedicine – the virtual region.
III Virtual regions, material regions and their integration
1 Virtual care regions and networks
By definition, telemedicine is regional.
A telemedicine system is an integrated, typically regional,
health care network offering comprehensive health
services to a defined population through the use of
telecommunications and computer technology.
(Bashshur, 1997: 9)
Although they may be constituted across geographical scales,
telemedicine systems
usually rely on technological networks organized in a regional
manner to deliver
virtual services to a population. This new ‘virtual care region’
is established in
conjunction with already existing, on-the-ground medical care
facilities, the most
important being a tertiary care hospital. Such a hospital is
normally at the center of a
function medical care region, serving as the highest-order
facility that receives upward
referrals in a regional constellation of care providers and
organizations. One regional
telemedicine system states the desire to ‘make telemedicine an
ubiquitous part of
clinical practice’ (Telehealth Magazine, 2000). In effect, the
proposal suggests that the
44. virtual network and region shall eventually be embedded within
– indeed be the
backbone of – the entire existing brick-and-mortar network of a
region. Moreover, the
implication is that the attainment of such a goal is entirely
unproblematic. I argue,
however, that the advances in telemedicine notwithstanding, the
virtual region of care
should not be taken-for-granted as a straightforward networking
of an existing regional
system.
Networks underlie virtual regions of telemedicine, both in
concept and in actual
infrastructure, and are thus fundamental to any understanding of
telemedicine.
Networks on which telemedicine systems develop are structured
predominantly in a
hierarchical manner with hubs and remotes (consulting and
referring sites) forming the
essential nodes (Grigsby, 1997). Tertiary care centers have
dominated the hub positions
to date, with some secondary care centers beginning to arise as
secondary hubs (Adams
and Grigsby, 1995). Even though not put into practice in any
sizable system,
‘distributed’ networks with less hierarchy and more capability
of selected referral
patterns are thought to be a large component of telemedicine in
the future (Grigsby,
1997).
Another issue that arises from an analysis of these exemplary
networks is the areal
coverage vis-à-vis that of the material medical care system.
There is a geographical non-
45. conformity of material and virtual regions – many places are
left out of the region
defined by such networks. Many places currently fall in between
the ‘spokes’ of the
telemedicine network.3 The arteries are in place, but not the
capillaries, so to speak, and
thus a good deal of current access inequality in the USA exists.
This phenomenon has
been noted in Australia as well (Mitchell, 1999). Perhaps an
acceptable explanation for
the current situation is the novelty of the telemedicine
networks; they just have not
developed enough to reach all the locations that they will
eventually. Nevertheless, the
question remains: will the networks be diffuse and equitable? If
other telecommunica-
tions networks are any precedent, many rural areas will not be
included, just as the
most advanced telecommunications networks have bypassed
many developing world
locations.
This concern about telemedicine has been raised in conjunction
with innovation and
network theory. The success of telemedicine networks, and
thereby the cohesion of
regions of care, depend not only upon the adoption of the
innovation but also the
continued and useful implementation of telemedicine at the
remote, referring sites
(Wells and Lemak, 1996). Moreover, referring providers must
want to engage in an
equal relationship with consulting providers in the telemedicine
46. network, but there are
numerous barriers to such successful network transactions,
including: (Wells and
Lemak, 1996)
� a necessary critical mass of local providers and time to
participate;
� geographic distance between nodes and few social ties
between providers;
� the perceived threat to remote physicians’ status; and
� the lack of support by local populations for such services.
Thus, telemedicine networks may be put in place, but their
ability to support and serve
a region is dependent on a host of factors. In other words, to a
large degree the virtual
care system is reliant upon the material care system to prosper.
At the same time, virtual
systems of telemedicine are likely to be selective in their
inclusiveness of material care
locations and providers.
The emphasis of this section has been on a virtual telemedicine
region formed by a
tertiary care center and network sites that exist in the same
general area. The virtual
telemedicine region is generally considered to be similar in
extent to material regions of
care shaped by utilization patterns of a tertiary care center.
Maps of existing networks,
however, exhibit virtual regions much larger than those of the
material care system (see
note 3). It is noteworthy that even larger regional constructions
are being forecast. One
futurist writes of a telemedicine based ‘quaternary care center’
and ‘national or inter-
47. national centers of excellence’ or ‘quinternary’ levels of care
through telemedicine that
could offer ‘super-specialty care’ (Satava, 1997: 401). Existing
telemedicine networks
and regions are seen as being subsumed into larger regions
shaped by telemedicine
technology’s ability to provide greater care access, quality and
cost savings (Satava,
1997).
2 Integration of virtual and material regions of care
While the potential benefits of telemedicine are numerous, there
are various possible
new problems to be addressed. Among those problems are the
internal integration of
telemedicine regions and the integration of the virtual with
material regions – what I
term external integration. We shall first look at problems that
lie within telemedicine
itself and affect the integration of the virtual system as a whole .
Malcolm P. Cutchin 27
28 Virtual medical geographies: conceptualizing telemedicine
and regionalization
Sanders and Bashshur (1995) call attention to a series of
potential barriers to the
creation of ‘seamless regions’ of care by new telemedicine
networks. The first is
licensing that currently limits the practice of medicine to the
state for which one holds
a medical license. The ability to consult with patients within
48. one’s own state limits the
specialist, and therefore the natural extension of telemedicine
systems, to expand their
region beyond state boundaries. Another concern is that of legal
liability. Who is to be
held liable for telemedicine services not meeting medical
standards? How are such
cases to be litigated and who is most as risk? A third concern is
the protection of
individual privacy. How is the privacy of persons and medical
data to be sufficiently
maintained over networks? A fourth potential barrier is
reimbursement. Although an
intricate and complex issue, the primary subissues are who gets
reimbursed for services
provided, in what proportion, if at all? The federal government
and private insurers
have been slow to enact policies that will enable full
reimbursement for telemedicine
consultations. A final concern is the flexibility of system
architecture. Telemedicine
systems need to be able to incorporate technological
developments and system modifi-
cations with ease. The development of desktop systems and
other ‘open architecture’
designs are suggested as vital to any long-term success in
maintaining and growing
care regions (Sanders and Bashshur, 1995).
The regional framework in which telemedicine networks have
been developed
offers its own challenges of external integration to the new
practice. One such
problem is the non-homogeneity of medical culture within a
region connected by a
telemedicine network. The variation in medical practices –
49. medical cultures as defined
by the way practitioners think about and treat different illnesses
– is distinct from one
hospital service area to another (Gesler, 1991; Wennberg and
Gittelsohn, 1971). With the
growth of telemedicine networks into larger regions, clashes in
medical culture are
more likely to disrupt the smooth functioning of telecare.4 The
reality of medical
beliefs and practices on the ground will not be subsumed easily
into a network
environment.
As previously stated, telemedicine networks will thrive only
when organizations and
individuals both want to use the technology and use it with each
other (Wells and
Lemak, 1996). This means that cultural differences will
certainly act as obstacles to the
development of ‘seamless regions’. The resource differential
between places in a region
is conceivably an even larger problem. Regional telemedicine
systems derive from hier-
archical networks, usually centered on a more or less ‘urban’
hub with more ‘rural’
locations acting as remote or satellite nodes. While the greatest
possible gain lies with
the remote site that may receive improved information and care,
there clearly is a
resource and power differential between hub and remote node.
Furthermore, that dif-
ferential is not as potentially problematic as the difference
between remote nodes. Many
small communities do not have the resources, or social -medical
connections, to be
included in a telemedicine network. Other communities may
50. perceive telemedicine
networks as predatory and be passed by because of their
mistrust (Reid, 1996). Even
those places connected to a telemedicine network may not have
the right complex of
factors to thrive on the network. For example, elderly residents
and physicians may
find telemedicine difficult to use (Swanson, 1999). As a result,
integration becomes a
never-ending struggle in telemedicine networks and regions.
Differential contexts and differential abilities to adapt within a
regional telemedicine
network impact the coherence of a network. In addition, this
situation affects the
Malcolm P. Cutchin 29
character of the region and the ability to provide equitable care
within it. Whereas a
telemedicine network is supposed to enhance the care
opportunities for a regional
population, it may only do that along the ‘circulatory system’ of
wires and nodes that
makes the network. Places and areas within the region that are
not served by arteries of
the network may wither, or at best remain unequal to those well
supported by the
network. In the end, telemedicine networks will most likely
create new types of regions,
but those regions will be part developed, and part
underdeveloped – bifurcated by the
placement and ability to use the virtual network. Not only will
there be two worlds in
51. a region – virtual and material – but part of the material may be
adversely impacted by
the virtual.5
The probable situation of inequality will not be static.
Innovations within telemedi-
cine and within each network will assure each region of
continual change. There is hope
that at some point in time, as the networks becomes less
hierarchical, and as technolo-
gies become easier to adopt and use, virtual care regions might
exceed levels of access
currently offered by material regions of medical care. Because
of the way medical care
in the USA is currently organized and delivered, however, this
is unlikely. As will be
discussed below, the political and economic interests underlying
medicine and
telemedicine signify that the deployment is strategic. Before
moving into that issue, we
should note several changes in medical care organization that
pose additional problems
for the integration of virtual and material regions of care.
American medicine ‘is in a state of hyperturbulence
characterized by accumulated
waves of change . . .’ (Shortell et al., 1995: 131). It is within
these circumstances of radical
change that telemedicine is being established. More recent
telemedicine networks are
designed to be flexible and readily modified as the system
changes. Yet that is only the
technological side of telecare. Telemedicine also relies upon
management and
governance. These components are being created within the
structure of the overall
52. medical care system – an unsteady environment.
One environmental shift that presents particular difficulties for
telemedicine is
decentralization in medical care. In many OECD countries, the
planning, delivery and
management of medical services are being decentralized
through privatization or
otherwise (Hurley et al., 1995; Eyles and Litva, 1998). Hurley
et al. (1995) argue that such
decentralized decision-making and allocative structures have
the potential to be more
efficient than centralized ones. In the USA, decentralization is
taking place in a more
established market context, where central planning has not
played an important role in
health services delivery. There are many aspects to such
decentralization, but two are
worth noting here. One is the change taking place in USA
hospitals. In thought and
practice, hospitals are being recreated as servant organizations,
rather than dominant
ones (Shortell et al., 1995). In both function and management,
some hospitals are
beginning to move away from their role as hubs and changing
their relationship with
physicians, the clinical process and communities (Shortell et
al., 1995). Decision-making
becomes more complex in these new formations but, we hope,
more responsive to local
needs. The bottom line, however, is flexibility – not unlike that
which has been driving
economic restructuring during the last two decades.
Restructured hospitals denote less hierarchical regions of
material care. ‘Integrated
53. rural health networks’ are intended to do the same. A variant of
similar types of orga-
nizations across the rural USA such networks establish a formal
organizational
arrangement between care providers where resources and goals
will be shared in a col-
30 Virtual medical geographies: conceptualizing telemedicine
and regionalization
laborative manner (Moscovice et al., 1997). The presumed goal
is to reduce risk and
increase cost efficiency for providers working in a very
competitive environment. While
integrated rural health networks provide greater power to local
or regional organiza-
tions, and thereby achieve a type of decentralization, local
providers also give up
autonomy in the process. Both types of decentralization, then,
imply a recentralization,
but at an intermediate geographical level.
The potential effects on telemedicine and regions are several.
Such changes in the US
medical care system suggest less hierarchy, yet telemedicine is
currently hierarchical in
nature – hospital networks that have not yet been reinvented are
driving the imple-
mentation of new technological networks. Virtual care regions
appear to be going in one
direction as material care regions go in another. More
decentralized regions of care are
based on adaptation and responsiveness to local needs. On the
other hand, current
54. telemedicine networks are highly structured with only selected
locales and providers
participating. As Ricketts (1999) points out, the potential
benefits of health care tech-
nologies for rural areas are clear, but a serious problem is that
ownership and control of
such technologies often lies outside the rural community. It is
questionable whether
telemedicine networks will be able to adapt to local needs, or if
consulting physicians
outside the local area will be interested in the goals of the
regional health network. If all
members of an integrated rural health network were to be wired
and equally in control
of their own telemedicine system, for example, the outcome
would, in theory, be
positive. This is not likely to happen any time soon, however,
because of financial and
expertise constraints. Moreover, as regional and subregional
changes in material
medical care occur, participation in telemedicine networks is
likely to change. As
providers and organizations move in and out of telemedicine
relationships, the stability
of regional telemedicine systems, especially rural ones, is
compromised. The material
world of medicine – providers trying to survive in practices on
the ground but in ever-
changing geographic coalitions – will offer constant challenges
to nascent and less
flexible telemedicine networks.
If there are so many drawbacks for telemedicine’s future, then
why is it proceeding
apace, and why are so many invested in the effort to
demonstrate its potential? To
55. answer these questions, we have to consider the benefi ts of
telemedicine outside of the
context of equality of care for all. Telemedicine has been
supported by the federal
government in large part because of the arguments for how it
can help to provide care
to currently underserved populations. Yet a more critical
geographic assessment may
yield a different relationship between regionalization,
telemedicine and the economics
of medicine.
IV The regional economic context of telemedicine
1 The relevance of regional economic geography
As indicated, Christaller’s model of economic location has been
used to analyze the dis-
tribution of medical care services (Shannon and Dever, 1974;
Hassinger, 1982; Luke,
1992). This model suggests the optimal spatial arrangement of
services based on the
underlying demand for such services in a given area and
population. As medical care
has become more complex, indeed as it has become more like
any economic industry,
Christaller’s model fails to explain much about economic
location and behavior.
Malcolm P. Cutchin 31
Economic geographers have long realized the limitations of
Christaller for understand-
ing the modern economy. Few medical geographers have applied
56. the economic
geography literature, particularly that of the last decade, to the
problem of medical care
systems. Telemedicine is an appropriate development for which
to initially sketch
connections between medical geography and this literature.
Of necessity here, I will limit the coverage of how the new
economic geography
literature can inform our conceptualization of telemedicine and
regions. I will try to
connect economic arguments in the telemedicine literature with
geographic scholarship
on regional economic processes and exhibit a set of concepts
with which medical
geographers can begin to evaluate telemedicine in its regional
context. This section is
based on the assumption that the medical care sector is in many
ways a ‘medical
industry’. When put together with the technology industry at the
root of telemedicine,
we have a ‘telemedicine industry’, as it is often referred to in
the literature (e.g.,
Watanabe et al., 1999; Larkin, 1997). This means that we need
to think of telemedicine
systems as more than a social service network and that
economic-geographic concep-
tualizations can and do apply.
The medical care sector has lagged behind other sectors in the
economy in its imple-
mentation and use of such new communications and information
technologies
(Economist, 1998; Field, 1996). A likely explanation for the
current development of
systems is the temporal connection to various restructuring in
57. the medical industry.
Indeed, some of the most in-depth texts on telemedicine (e.g.,
Field, 1996) explicitly
focus on business and economic factors of telemedicine.
Telemedicine, it is argued,
makes economic sense for medical care organizations.
The potential economic advantages of telemedicine are
numerous and are both
explicit and implied in the literature. More explicit arguments
suggest that telemedicine
will save costs in a variety of ways. For instance, it is
maintained that fewer
unnecessary referrals will be made when telemedicine is used
for consultations to
remote or otherwise costly locations (prisons, homes) and
patients are not
transported to the hospital or a practitioner to them (Burgiss et
al., 1998; Taylor, 1998;
Wootton, 1999). Moreover, proponents state that telemedicine
will allow organizations
to spread out capital costs through a region by offering non-
clinical uses, such as
continuing medical education (Field, 1996). Others go as far as
to suggest that telemed-
icine will stimulate regional growth in jobs, markets, products
and services
(Information Highway Advisory Council, 1997, cited in
Watanabe et al., 1999).
Telemedicine networks may also allow medical care
organizations to establish
economies of scale, by the enhancement of vertical integration
and the reduction of
transaction costs. Such potential competitive advantages within
a region are attractive
to those in the medical industry. Cost savings through
58. telemedicine should be compli-
mented by increased revenue from enhanced referral volume
(Field, 1996; Reid, 1996).
There exists, however, a dearth of reliable information to
support such claims (Bashshur
et al., 2000).
These economic factors are likely to affect the extent of a
telemedicine network and
its economic viability. Yet if telemedicine is going to be a
successful and overwhelm-
ingly positive force in regional medical care development, it
will have to meet a more
complex set of conditions. The work of Michael Storper (1997)6
offers a useful
framework for thinking about the economic geography of
regional telemedicine
systems. While Storper is not concerned with telemedicine per
se, his arguments about
32 Virtual medical geographies: conceptualizing telemedicine
and regionalization
regional economic systems can be used to provide insight into
regional medical care
and telemedicine.
Storper bases his understanding of territorial economic
development on the so-called
‘holy trinity’ of regional economics – technology, organizations
and territory. Rather
than take the traditional view that territorial formations are
outcomes of organizations
and technology, Storper articulates a reflexive relationship
59. between the three where
innovation remakes the relationships and provides the fuel for
regional economic
development. Instead of traded inputs as key, Storper proposes
that technologies and
untraded interdependencies among firms (conventions, informal
rules and habits) in a
territory, or ‘relational assets’, become the focus for
coordination and adaptation in a
regional economy. Relational assets are regionally specific –
they will differ by region
and be more or less successful by region dependent upon how
well the reflexive
relation between the holy trinity is managed via institutional
means.
The desired outcome is ‘economic reflexivity’ based on the
‘destandardization’ of
technology and the ‘generation of variety’. This goal is
sometimes reached in the
context of a ‘learning economy’ where heightened reflexivity
among human agents and
organizations allows the adoption and/or innovation of new
technologies and
techniques at a rapid pace. The manner in which organizations
act in a regional setting,
however, and the way that technology is deployed or developed,
is structured within
regional ‘conventions’. Conventions are frameworks of action
and lead to several
models for organizational structure. The most popular model is
‘lean management’
where fixed costs are reduced by subcontracting work to
individuals or firms. The
secondary model is ‘managed coherence’, also known as the
‘communitarian’ firm.
60. Here the firm does not stress reduced costs as much as enhanced
synergies inside and
outside the organization boundaries through loyalty and
reciprocity. Both models rely
upon increased flexibility in the firm to adapt to changing
markets and production
processes. The outcome is strong regional economic growth and
prosperity for many
(but not all).
The insertion of new technologies and techniques into the
production chain to
increase the flexibility of production is a central concept in
economic geography. It also
applies to medicine in the case of the ‘reinvented hospital’
(Shortell et al., 1995). Studies
of regional economies based in flexible production schemes –
often called new
industrial districts – tend toward a hierarchical interfirm
relationship with a large ‘lead’
firm at the center (Harrison, 1994). What is supposed to be a
flexible production process
based in decentralization tends toward centralization and
coercive power relations.
Therefore, the reinvented hospital or the integrated rural health
network can be
expected to evolve only partially toward decentralization.
Telemedicine networks will
serve the tendency for centralization, for all the reasons
previously mentioned. Not
unlike the theory of cumulative causation, benefits of
telemedicine will accrue to the
top of the organizational hierarchy, lending more power and
medical care access to
some areas of the region.
Telemedicine is well suited to settings akin to new regional
61. economic arenas.
Although the ‘production of medicine’ is distinct from most
industries considered in
the regional economic geography literature, telemedicine,
together with organizational
changes in medicine, is moving the medical industry closer to
those of any other
production process. Storper’s regional economic theory is
introduced here not to
suggest that telemedicine systems and their underlying medical
care systems should be
Malcolm P. Cutchin 33
operated along the lines of regional economies. It is probable,
however, that, at least in
the USA, regional medical care systems, especially those
innovating with telemedicine
technologies, are likely to find themselves up against the same
problematic as those
faced by other industries. Competition and the increased move
toward markets as the
final arbiter of medical care delivery mean that policy and
institutional governance of
regional medical care systems is important. Telemedicine holds
both innovative and
destructive potential. Proper management of the technology and
the conventions in
each specific regional context can make an important difference
in how well access, cost
and quality of care is affected. Such effective use of
telemedicine would most assuredly
push medical care regionalization forward. It could be a major
62. tool of territorial rede-
velopment of medicine. Policy must come to grips with how
technology, organizations
and territory interact in these instances. Moreover, the
territoriality inherent in the
formation of new regions of care should be understood along
with its potential conse-
quences. Territoriality stretches the power of medical care
organizations from the
economic realm to that of policy and governance.
2 The territorial imperative in telemedicine
In the most in-depth treatment of the concept, Sack (1986) has
argued that territoriality
is a fundamental aspect of personal and organizational
experience. Territoriality is ‘a
spatial strategy to affect, influence and control resources and
people, by controlling
area’ (Sack, 1986: 1). In other terms, territoriality is ‘a strategy
to establish different
degrees of access to people, things, and relationships’ (Sack,
1986: 20). Furthermore, ter-
ritoriality is a ‘primary geographical expression of social
power’ (Sack, 1986: 5). The
role of territoriality in the geography of medical care remains
underexamined (for one
exception see Gesler, 1991). Telemedicine, even though being
put in place with many
good intentions, is generating a new phase of medical care
territoriality and the power
that goes with it. Territoriality is especially important in the
context of hierarchies and
bureaucracies (Sack, 1986).
We have already suggested that telemedicine is hierarchical,
63. and modern medical
care organizations are complex bureaucracies. The important
connection to be made is
that telemedicine creates new power for medical care
bureaucracies by allowing them
to exert more control over new areas and thereby resources,
people and access to the
network. The extended control and dominance enhances power
further, and so on. Such
a view opposes the optimistic telemedicine discourse that
dominates the medical care
literature, a literature oriented toward the demonstration of
telemedicine’s promise.
There may be much promise, but the territorial basis of
telemedicine networks suggests
that the promise may bring negative consequences with it. This
is especially the case
when considering the territorial imperative of medical care
organizations as firms.
There is a territorial imperative for organizations who want to
form a strong
competitive strategy by dominating technological development
and thereby territory
(Storper and Walker, 1989). Some medical care organizations
looking to compete in an
increasingly challenging marketplace will implement
telemedicine as a solution.
Subsequently, care will be reconstructed over time based on the
question of how the
technology of territorial formation – telemedicine – can be
improved. It has been
suggested that managed care organizations (MCOs) may see
telemedicine as making
64. 34 Virtual medical geographies: conceptualizing telemedicine
and regionalization
standardization of specialty care possible as well as giving them
the ability to expand
their catchment areas (Weissert and Silberman, 1996).
Furthermore, medical care
administrators and practitioners are concerned about protecting
their patient base as
well as enhancing or building a strategic advantage in referral
patterns; thus telemedi-
cine becomes an attractive solution (Field, 1996; Reid, 1996).
Such expansionist strategy
is often a concomitant of territoriality. The patient stream from
peripheral areas of a
territory adds increasing income while infrastructure costs
decrease through the imple-
mentation of more efficient telemedicine technology. Indeed,
telemedicine networks
facilitate a regional extension of the largest tertiary care
centers.
An initial challenge to the study of telemedicine and regions is
the question of ‘how
new information technologies actually relate to the spaces and
places bound up with
human territoriality’ (Graham, 1998: 167). From that point the
understanding of
medical care regions as larger manifestations of organizational
territoriality can
develop. A political-economy perspective takes this even
further to suggest that new
telecommunications infrastructures are value-laden and their
development is based in
the goal of controlling space and gaining social power (Graham,
65. 1998). Telemedicine
systems are types of new telecommunication systems that can be
regarded similarly.
When such systems are viewed within their political-economic
context, this assertion is
more credible.
Telemedicine systems have been stimulated by federal
investment during the last
decade, but special interests – telecoms, the defense industry
and MCOs – now increas-
ingly drive the investment pattern (Weissert and Silberman,
1996). Moreover, there is a
convergence of four major forces that are shaping the
development of telemedicine
systems in the USA: rural health interests, the telemedicine
industry, physicians and
members of Congress (Weissert and Silberman, 1996). These
actors have been central in
the social construction of the meaning and role of telemedicine
to date. As the key
political-economic actors, they have the power to construct the
narrative that
accompanies territorial regional constructions and the amount of
power to be entailed
in such constructions. Although the public or non-profit sector
currently dominates the
implementation of regional telemedicine systems, this situation
is expected to change
in favor of private interests. The arguments still hold, however,
because of the bureau-
cratic nature of both non-profit and for-profit medical care
organizations and the need
for both to establish competitive territorial advantage to
survive.
Greater territorial power for organizations leads to the
66. probability of monopolization
and loss of consumer power, the combined results of which are
dangerous and well
understood. For this and other reasons, there is a need for
geographical analysis of the
territoriality of new technological networks of medical care.
While the territoriality of
telemedicine will exist at different geographical scales from the
local to the global, the
regional, or meso-scale, character of nascent networks will
provide an essential point of
entry for critical investigations of how, why and for whom they
are evolving.
V Conclusions
This paper argues that telemedicine is a new and important area
of inquiry for medical
geographers, and that critical geographical assessments of
telemedicine are necessary
to balance the pro-telemedicine bias in the academic literature.
The context of regional-
Malcolm P. Cutchin 35
ization is important for conceptualizing the present and future
effects of telemedicine
on the geography of medical care in the USA. This new
technological basis of medical
care delivery creates virtual care regions. Through networks of
telemedicine, virtual
regions challenge existing, or material, regions of care. Virtual
regions also cause a
67. problem of integration with material care regions and thereby
overall system
integration. A large motive behind the current wave in
telemedicine is the regional
economic geography of medical care organizations.
Telemedicine can be viewed as an
essential element of the regional economic development of such
organizations. The
concept of territoriality adds additional understanding to why
telemedicine is so
important to regional medical care formations. The paper
therefore lays out various
aspects of telemedicine through which geographers and other
analysts can approach an
increasingly important element of medical care infrastructure
and practice.
Telemedicine is both a technological and a sociocultural
innovation (Bashshur et al.,
2000). Simultaneously, telemedicine is a complex geographic
phenomenon leading to
new geographic processes in medical care provision. It
encompasses space-time issues
of medical care delivery and access (Shannon, 1997). In
addition, the implementation of
systems impacts places, especially rural ones, and their medical
and non-medical
communities. Telemedicine is also going global, with
intercontinental initiatives in
development. Each of these broad geographic areas of
telemedicine needs much in the
way of empirical study and theoretical development. A regional
orientation such as the
one presented here will contain some features of geographical
experience that run
across these additional foci and scales, e.g., territoriality. Yet a
68. regional examination
must also be aware of the particular dimensions that shape it,
medical care regionaliza-
tion and regional economic geography, for instance.
The effects of telemedicine will be both beneficial and
detrimental to the way medical
care is carried out and experienced. The varied interests
currently shaping the telemed-
icine literature are focused more on the benefits. There are
geographical positives to
note, such as improved access to specialists for some patients.
This paper has argued,
however, that there are numerous, complex processes that will
produce additional
problems such as inequality and power differentials. Although
this appears particular-
ly relevant for the United States’ case, the continuing
convergence in health care
systems in the more developed world (Graig, 1999) means that
these processes and
concerns should apply to other countries in which telemedicine
plays an important role
in medical care.
Perhaps one reason why telemedicine is currently
underexamined in the ways
suggested here is its relatively recent development and
implementation. Another
possible explanation is the possibility that telemedicine may
once again fail and fade
away and therefore it is not being taken seriously. It may be ‘a
solution looking for a
problem to solve’ (Weissert and Silberman, 1996: 1). In
addition, it is difficult to discern
exactly where along the course of regional processes
69. telemedicine currently exists; the
evolutionary speed of telemedicine offers a moving target for
analysis. Whatever the
case, I argue that the tendencies discussed in this paper will
affect the geography of
medical care – care involving telemedicine – in the future.
If this is indeed the case, we not only need to conceptualize and
study telemedicine;
we need to create a connected set of normative ethics to the
problem. For example,
should rural society be made to accept that telemedicine is
sufficient for their care? In
other words, is it ethical to give up on creating material systems
of care for the needy
36 Virtual medical geographies: conceptualizing telemedicine
and regionalization
that equal those who have more? Each ideology of
regionalization adopts an
adjustment of perceptions and values (Ginzburg, 1977). In the
same manner, the
unquestioning willingness to demonstrate, support and
implement telemedicine
embraces a set of values closely allied to capital and (perhaps
unwittingly) opposes the
right of greater power and equality for the rural poor.
The need for normative ethics in geographical inquiry is
becoming increasingly
recognized (e.g., Proctor and Smith, 1999; Smith, 2000).
Geographers can use various
philosophical bases for generating a normative ethics for
70. telemedicine – of what
telemedicine should evolve to be. While there is no space in this
paper to develop such
an ethics, I will conclude by suggesting that John Dewey’s work
is of particular interest
for a normative analysis of telemedicine because of his longtime
emphasis on both the
social meaning of technology (Hickman, 1990) and ethics
(Pappas, 1998). Whatever the
philosophy utilized, it will be up to the medical geographer to
make the connection to
the geographical in such an ethics. Altogether, in its
implementation and utilization as
well as its conceptualization, empirical study and ethical
analysis, telemedicine
presents a new challenge to those who need and provide medical
care and to medical
geographers.
Acknowledgements
I would like to acknowledge Gary Shannon as one who has
fostered my interest and
understanding of telemedicine and who suggested the problem
of telemedicine regions
in the first place. I am grateful for the many constructive
comments of Guntram Herb,
Alexander Murphy and anonymous reviewers on previous drafts
of this paper.
Notes
1. I use the term ‘medical geography’ instead of ‘health
geography’ not to privilege one term over
the other in naming the subdiscipline. The distinct medical
nature of the paper’s topic, however, along
71. with the remedicalization that accompanies the implementation
of telemedicine, justifies the use of
medical geography. In order to maintain consistency, I will use
the term ‘medical geographers’ to refer
to those who might study the phenomenon. Likewise, I will use
the term ‘medical care’ as often as
possible to refer to the system within which telemedicine exists,
but the term ‘health care’ is often used
with the same meaning in the literature and should be equated
with medical care when it appears in
the text.
2. A full discussion of the meaning of region and
regionalization is not possible here, and readers
should note that when using the term regionalization by itself I
am referring to a health care organi-
zation and delivery process.
3. Maps of regional telemedicine systems that illustrate this and
related points may be found at:
http://www.telemed.med.ecu.edu/map.htm
http://zeki.radiology.arizona.edu/artn/architecture_frame.htm
http://www.vtmednet.org/telemedicine/map.htm
4. While the suggested case refers to intra-state sized
systems/regions, the problem will be even
more pronounced in intercontinental scale projects now being
proposed and implemented.
5. This point is not made to suggest a presently even geography
of care without telemedicine.
Rather, the point is that telemedicine will create new
geographies of uneven and unequal care.
6. The discussion here derives primarily from Chapters 2 and 11
of Storper’s The regional world
72. (1997).
References
Malcolm P. Cutchin 37
Adams, L.N. and Grigsby, K.R. 1995: The
Georgia state telemedicine program: initiation,
design, and plans. Telemedicine Journal 1,
227–35.
Bashshur, R.L. 1995: On the definition and
evaluation of telemedicine. Telemedicine Journal
1, 19–30.
–––– 1997: Telemedicine and the health care
system. In Bashshur, R.L., Sanders, J.H. and
Shannon, G.W., editors, Telemedicine: theory and
practice, Springfield, IL: Charles C. Thomas,
5–35.
Bashshur, R.L., Reardon, T.G. and Shannon,
G.W. 2000: Telemedicine: a new health care
delivery system. Annual Review of Public Health
21, 613–37.
Batty, M. 1997: Virtual geography. Futures 29,
337–52.
Beyers, W.B. and Nelson, P.B. 2000:
Contemporary development forces in the non-
metropolitan west: new insights from rapidly
growing communities. Journal of Rural Studies
16, 459–74.
73. Bohland, J. and Knox, P. 1989: Growth of
proprietary hospitals in the USA. In Scarpaci,
J., editor, Health services privatization in
industrial societies, New Brunswick: Rutgers
University Press, 27–64.
Burgiss, S.G., Blaine, L.E., Brooks, C., Foster,
C.D. and Smith, G.T. 1998: Medicine without
boundaries. Forum for Applied Research and
Public Policy 13, 101–105.
Charles, D.R. 1996: Information technology and
production systems. In Daniels, P.W. and
Lever, W.F., editors, The global economy in
transition, Harlow: Longman, 83–102.
Church, J. and Barker, P. 1998: Regionalization of
health services in Canada: a critical
perspective. International Journal of Health
Services 28, 467–86.
Crampton, J. 1999: Virtual geographies: the ethics
of the internet. In Proctor, J.D. and Smith, D.M.,
editors, Geography and ethics: journeys in a moral
terrain, London: Routledge, 72–91.
Dicken, P. 1998: Global shift: transforming the world
economy (third edition). New York: Guilford
Press.
Economic Research Service. 1995: Understanding
rural America. Washington, DC: USA
Department of Agriculture, Agriculture
Information Bulletin No. 710.
74. Economist 1998: IT and health care: bugs and
viruses. 28 February, 66-68.
Eyles, J. and Litva, A. 1998: Place, participation,
and policy: people in and for health care policy.
In Kearns, R. and Gesler, W.M., editors, Putting
health into place: landscape, identity, and well-
being, Syracuse, NY: Syracuse University Press,
248–69.
Field, M.J., editor, 1996: Telemedicine: a guide to
assessing telecommunications in health care.
Washington, DC: National Academy Press.
Florida, R. 1996: Regional creative destruction:
production organization, globalization, and the
transformation of the Midwest. Economic
Geography 72, 315–35.
Gesler, W.M. 1991: The cultural geography of health
care. Pittsburgh: University of Pittsburgh Press.
Gesler, W.M., Hartwell, S., Ricketts, T.C. and
Rosenberg, M.W. 1992: Introduction. In
Gesler, W.M. and Ricketts, T.C., editors, Health
in rural North America: the geography of health
care services and delivery, New Brunswick:
Rutgers University Press, 1–22.
Ginzburg, E. 1977: The many meanings of
regionalization in health. In Ginzburg, E.,
editor, Regionalization and health policy, US
Department of Health, Education, and Welfare
Publication no. 77–623, Washington, DC:
Government Printing Office, 1–6.
75. Graham, S. 1998: The end of geography or the
explosion of place? Conceptualizing space,
place and information technology. Progress in
Human Geography 22, 165–85.
Graig, L.A. 1999: Health of nations (third edition).
Washington DC: Congressional Quarterly
Press.
Grigsby, J. 1997: Telemedicine in the USA. In
Bashshur, R.L., Sanders, J.H. and Shannon,
G.W., editors, Telemedicine: theory and practice,
Springfield, IL: Charles C. Thomas, 291–325.
Grumbach, K. and Anderson, G.M. 1996: Access
to care in regionalized health care systems –
reply. Journal of the American Medical Association
275, 759.
Halfacree, K.H. 1993: Locality and social repre-
sentation: space, discourse and alternative
definitions of the rural. Journal of Rural Studies
9, 23–37.
Harrison, B. 1994: Lean and mean: the changing
landscape of corporate power in the age of flexibility.
38 Virtual medical geographies: conceptualizing telemedicine
and regionalization
New York: Basic Books.
Hassinger, E.W. 1982: Rural health organization:
social networks and regionalization. Ames, IA:
Iowa State University Press.
76. Hickman, L.A. 1990: John Dewey’s pragmatic
technology. Bloomington, IN: Indiana
University Press.
Hillis, K. 1998: On the margins: the invisibility of
communications in geography. Progress in
Human Geography 22, 543–66.
Hugill, P.J. 1993: World trade since 1431: geography,
technology, and capitalism. Baltimore: Johns
Hopkins University Press.
Hurley, J., Birch, S. and Eyles, J. 1995:
Geographically-decentralized planning and
management in health care: some information-
al issues and their implications for efficiency.
Social Science and Medicine 41, 3–11.
Information Highway Advisory Council. 1997:
Preparing Canada for a digital world: final report of
the information highway advisory council. Ottawa:
Industry Canada.
James, A. 1999: Closing rural hospitals in
Saskatchewan: on the road to wellness? Social
Science and Medicine 49, 1021–34.
James, P., Wysong, J.A., Rosenthal, T., Bliss, M.,
Osborne J., and Lin, G. 1996: Access to care in
regionalized health care systems. Journal of the
American Medical Association 275, 758–59.
Kearns, R.A. and Joseph, A.E. 1997:
Restructuring health and rural communities in
New Zealand. Progress in Human Geography 21,
77. 18–32.
Kitchin, R.M. 1998a: Towards geographies of
cyberspace. Progress in Human Geography 22,
385–406.
–––– 1998b: Cyberspace: the world in the wires.
Chichester: John Wiley.
Knox, P. and Agnew, J. 1998: The geography of the
world economy (third edition). New York: John
Wiley.
Larkin, M. 1997: Telemedicine finds its place in
the real world. Lancet 350, 646–47.
Lewis, C. 1977: Improved access through region-
alization. In Ginzburg, E., editor,
Regionalization and health policy, US Department
of Health, Education, and Welfare Publication
no. 77–623, Washington, DC: Government
Printing Office, 71–84.
Löytönen, M. 2000: Telemedicine and the
geography of health. Paper presented at the 9th
International Symposium in Medical
Geography, Montreal, 3 July.
Luke, R.D. 1992: Local hospital systems:
forerunners of regional systems? Frontiers of
Health Services Management 9(2), 3–51.
Malecki, E.J. 1997: Technology and economic
development: the dynamics of local, regional and
national competitiveness (second edition).
78. Harlow: Longman.
Marsden, T., Lowe, P. and Whatmore, S., editors
1990: Rural restructuring: global processes and
their responses. London: David Fulton
Publishers.
Mayer, J. 2000: Place, telemedicine, and the
doctor-patient relationship. Paper presented at
the 9th International Symposium in Medical
Geography, Montreal, 3 July.
Mitchell, J.G. 1999: The uneven diffusion of
telemedicine services in Australia. Journal of
Telemedicine and Telecare 5(S1), 45–47.
Moscovice, I., Wellever, A., Christianson, J.,
Casey, M., Yawn, B. and Hartley, D. 1997:
Understanding integrated rural health
networks. Milbank Quarterly 75, 563–88.
Murdoch, J. and Marsden, T. 1996: Reconstituting
rurality. London: University College London
Press.
Pappas, G.F. 1998: Dewey’s ethics: morality as
experience. In Hickman, L.A., editor, Reading
Dewey: interpretations for a postmodern
generation, Bloomington, IN: Indiana
University Press, 100–23.
Proctor, J.D. 1998: Ethics in geography: giving
moral form to the geographical imagination.
Area 30, 8–18.
Proctor, J.D. and Smith, D.M. 1999: Geography