Feb 3, 2016
Dr. John Ovretveit, Director of Research and Professor of Health Innovation and Evaluation at the Karolinska Institutet, presented as part of a seminar series on UCLA CTSI Dissemination, Improvement and Implementation Research.
The fifth webinar continues the momentum of the series as it focuses on providing concrete approaches for identifying barriers and enablers, emphasising behaviour change approaches.
READ MORE: http://bit.ly/2LOwbj0
The document discusses the multiple lives of clinical data. It begins by describing how clinical data is first used in patient care by being documented in the electronic medical record. It then discusses how clinical data can be transformed and used for research purposes by analyzing aggregate data from clinical documentation. The document provides examples of how clinical data from a clinic was analyzed over time to enable new research studies. Finally, the document discusses how clinical data can have a third life in an enterprise data warehouse, where operational and strategic questions can be answered by analyzing and reporting on clinical data. It provides examples of the types of analyses that can be done using an enterprise data warehouse.
The document provides an overview of a Quality Academy session taking place from September 30th to October 2nd, 2016. It discusses logistics such as meals, breaks, and audio/video recording of the sessions. The session content will focus on clinical medicine and quality improvement, using theories such as diffusion of innovations and the adoption S-curve. It will cover improving culture, processes, measurement, patient safety, and leadership through projects. Participants will work to improve patient care and serve as internal consultants on quality improvement.
Adaptation of Evidence-based Interventions and De-Implementation of Ineffecti...HopkinsCFAR
The document discusses emerging topics in implementation science, including the adaptation of evidence-based interventions and de-implementation of ineffective programs. It provides definitions and concepts for fidelity versus adaptation, and outlines frameworks for understanding how and when adaptations can be made. The document also defines de-implementation and summarizes a portfolio analysis of NIH-funded de-implementation research grants. It concludes that adaptation and de-implementation are emerging areas that require further study to advance implementation science.
'Demystifying Knowledge Transfer- an introduction to Implementation Science M...NEQOS
Powerpoint presentation from 'Demystifying Knowledge Transfer: an introduction to Implementation Science' - 28th May 2014.
Facilitated by Professor Jeremy Grimshaw and Dr Justin Presseau
Achieving behaviour change for patient safety, Judith Dyson, Lecturer, Mental Health - University of Hull
Presentation from the Patient Safety Collaborative launch event held in London on 14 October 2014
More information at http://www.nhsiq.nhs.uk/improvement-programmes/patient-safety/patient-safety-collaboratives.aspx
developing performance indicators in healthcare Mohamed Elfaiomy
The document discusses building and monitoring indicators through a systematic four step process. The first step is to identify relevant indicators according to scope, complaints, high risk areas, etc. The second step is to describe the indicators through an indicator information set that defines data collection. The third step is to collect the data from the identified sources. The fourth step is to analyze the collected data through averaging, measuring central tendency, and creating graphs like bar charts, histograms and run charts. The goal is to measure performance and identify opportunities for continuous quality improvement.
This document outlines an 11 question checklist for appraising randomized controlled trials (RCTs). The checklist is divided into 4 sections: (A) assessing validity of study design, (B) assessing methodological soundness, (C) examining results, and (D) determining local applicability. Each question prompts the user to consider key issues and record answers of "Yes", "No", or "Can't tell". The goal is to systematically evaluate RCTs and determine if and how their results could impact local practice or care.
The fifth webinar continues the momentum of the series as it focuses on providing concrete approaches for identifying barriers and enablers, emphasising behaviour change approaches.
READ MORE: http://bit.ly/2LOwbj0
The document discusses the multiple lives of clinical data. It begins by describing how clinical data is first used in patient care by being documented in the electronic medical record. It then discusses how clinical data can be transformed and used for research purposes by analyzing aggregate data from clinical documentation. The document provides examples of how clinical data from a clinic was analyzed over time to enable new research studies. Finally, the document discusses how clinical data can have a third life in an enterprise data warehouse, where operational and strategic questions can be answered by analyzing and reporting on clinical data. It provides examples of the types of analyses that can be done using an enterprise data warehouse.
The document provides an overview of a Quality Academy session taking place from September 30th to October 2nd, 2016. It discusses logistics such as meals, breaks, and audio/video recording of the sessions. The session content will focus on clinical medicine and quality improvement, using theories such as diffusion of innovations and the adoption S-curve. It will cover improving culture, processes, measurement, patient safety, and leadership through projects. Participants will work to improve patient care and serve as internal consultants on quality improvement.
Adaptation of Evidence-based Interventions and De-Implementation of Ineffecti...HopkinsCFAR
The document discusses emerging topics in implementation science, including the adaptation of evidence-based interventions and de-implementation of ineffective programs. It provides definitions and concepts for fidelity versus adaptation, and outlines frameworks for understanding how and when adaptations can be made. The document also defines de-implementation and summarizes a portfolio analysis of NIH-funded de-implementation research grants. It concludes that adaptation and de-implementation are emerging areas that require further study to advance implementation science.
'Demystifying Knowledge Transfer- an introduction to Implementation Science M...NEQOS
Powerpoint presentation from 'Demystifying Knowledge Transfer: an introduction to Implementation Science' - 28th May 2014.
Facilitated by Professor Jeremy Grimshaw and Dr Justin Presseau
Achieving behaviour change for patient safety, Judith Dyson, Lecturer, Mental Health - University of Hull
Presentation from the Patient Safety Collaborative launch event held in London on 14 October 2014
More information at http://www.nhsiq.nhs.uk/improvement-programmes/patient-safety/patient-safety-collaboratives.aspx
developing performance indicators in healthcare Mohamed Elfaiomy
The document discusses building and monitoring indicators through a systematic four step process. The first step is to identify relevant indicators according to scope, complaints, high risk areas, etc. The second step is to describe the indicators through an indicator information set that defines data collection. The third step is to collect the data from the identified sources. The fourth step is to analyze the collected data through averaging, measuring central tendency, and creating graphs like bar charts, histograms and run charts. The goal is to measure performance and identify opportunities for continuous quality improvement.
This document outlines an 11 question checklist for appraising randomized controlled trials (RCTs). The checklist is divided into 4 sections: (A) assessing validity of study design, (B) assessing methodological soundness, (C) examining results, and (D) determining local applicability. Each question prompts the user to consider key issues and record answers of "Yes", "No", or "Can't tell". The goal is to systematically evaluate RCTs and determine if and how their results could impact local practice or care.
Using Implementation Science to transform patient care (Knowledge to Action C...NEQOS
Master Class presentation and workshop materials from the NENC AHSN Collaborating for Better Care Partnership's Master Class, led by Professor Jeremy Grimshaw' on 1st September 2014
This document discusses milestones and entrustable professional activities (EPAs) in medical education. It defines milestones as significant points in a learner's development that identify the knowledge, skills, and attitudes expected at each stage of training. Milestones provide learners with feedback on their progress and define competencies for assessment. The document also introduces EPAs, which are routine professional tasks that require specific competencies. EPAs can be used to structure work-based assessment of whether a learner has demonstrated the competence to independently perform important professional activities.
Based on the information provided, this item is testing the learner's ability to make a clinical decision by diagnosing the most likely cause of the patient's presentation based on the key laboratory findings provided in the stem. The stem provides sufficient relevant information to answer the question without being tricked or misled. The alternatives provided are plausible and independent diagnoses to consider. This item follows best practices for writing multiple choice questions that test clinical decision making abilities.
Transitioning Critical Thinking Skills from the Academic Setting to the Globa...afacct
This document discusses strategies for teaching critical thinking skills to nursing students and transitioning those skills from the academic to clinical setting. It identifies different strategies to use in theory, lab/simulation, and clinical courses. Some key strategies mentioned include using case studies, unfolding case studies, simulations, and assigning activities involving multiple patients to compare findings and make clinical judgments. The goal is to better prepare students for the NCLEX exam and real-world client care where critical thinking and decision making are important for safety and positive outcomes.
This presentation developed by Michelle Constable and Jim McManus, explores how health psychology can help the work of Environmental Health Officers and was part of an introductory workshop for the Environmental Health Profession organised by the Beds and Herts Branch of the Chartered Institute of Environmental Health
This document discusses adaptive clinical trials. Adaptive trials allow changes to the trial design based on interim data analysis in order to make the trial more efficient. Key aspects that can be adapted include sample size, treatments, endpoints, and eligibility criteria. Adaptive designs are well-suited for exploratory trials aimed at learning, but confirmatory trials require more prior data and safeguards to ensure the trial's integrity and the validity of its conclusions. The FDA has provided guidance on adaptive designs to ensure patient safety and that adaptive trials meet evidentiary standards for approval.
The document summarizes research on effective strategies for implementing clinical guidelines. Through a systematic review and narrative synthesis of 33 studies, it identifies common themes in effective versus non-effective implementation. Effective strategies included using guidelines to benchmark quality improvement, providing regular feedback, and using supportive tools like reminders and guides. Implementation was only effective when supported by an organized process within an supportive organizational culture that promoted social influence through comparative measures and knowledge translation. Non-effective strategies lacked organizational support and used passive dissemination without accountability or supplemental guidance.
After Action Report: a structured support to the practice of continuous impro...Learning Everywhere
This paper is about Lean and Continuous Improvement principles and tools, focusing in the After Action Report as the way to practice the “check” and “adjust” at PDCA cycle.
It presents the After Action Report - a Lean and Continuous Improvement tool, as a tool for those who are interested in supporting continuous improvement, practicing “check” and “adjust”, individually and in organizations and teams. This tool can be applied everywhere, in every projects or daily situations, and every time (as it is “continuous”). The main goal is to clarify that, when we have a structure, it becomes easier to support the practice of continuous improvement.
Chem 1405 introductory chemistry i determination of density cRAJU852744
This document summarizes the findings of a study that evaluated the impact of conflict management training for pediatric healthcare staff. The training aimed to help staff identify potential conflict triggers, understand patients' perspectives, and implement resolution strategies. Staff reported that the 4-hour course improved their ability to recognize warning signs of escalating conflict and de-escalate tensions, especially around communication issues. Immediate post-training surveys showed staff felt more equipped to handle conflicts, and 6-month follow-up data found the skills were retained over time, with most staff who experienced conflicts applying lessons from the training to successfully resolve the situations. The study demonstrates this training approach can help reduce the costs that unresolved conflicts impose on healthcare systems, staff, and
The document discusses various methods for randomizing units in an experiment evaluating a social program or intervention. It covers choosing an appropriate unit of randomization based on how the intervention is administered and outcomes are measured. Common units discussed include individual, cluster/group, classroom and school levels. The document also addresses real-world constraints and provides examples of different randomization designs that can be used, including basic lottery, phase-in, rotation, encouragement, and varying treatment levels. It emphasizes the importance of randomization in obtaining an unbiased estimate of a program's causal impact.
This document discusses implementation strategies for improving healthcare practices. It defines implementation strategies as methods used to promote the adoption of clinical programs. Effective strategies include assessing current performance, analyzing barriers and facilitators, developing an implementation plan, and continuous evaluation. Common strategies discussed include audit and feedback, educational outreach, reminders, and financial incentives. The document notes that no single strategy is clearly most effective and that tailoring strategies to the local context is important. It also introduces several tools for assessing the context, such as the COACH framework which examines multiple dimensions like work culture, leadership, and resources.
Ovretveit implementation science research course 1day sept 11john
1. The document discusses a workshop on implementation science and research, which aims to explain what implementation science is, describe elements of an implementation program, explain strengths and limitations of implementation research studies, and plan an implementation study.
2. Implementation research mostly describes, evaluates and explains an implementation in different real-life settings. It involves assessing elements like content, structure, strategy, and methods using tools like CESSiM and REAIM.
3. Effective implementation is important for improving health outcomes and depends more on how interventions are implemented than just the intervention itself. Factors like context affect implementation success.
Dr. Maheswari Jaikumar's document discusses the characteristics and structure of outcome research. Outcome research involves evaluating existing care practices and systems to develop evidence-based practices. It assesses the end results of care services to justify practices and systems, with a focus on stakeholder satisfaction and documenting service effectiveness. Outcome research aims to meet demands for quality assessments and assurance from organizations like PSRO.
This sample answer sheet corresponds with the eighth webinar in the Online Journal Club series, “How do young people make sense of cannabis evidence?"
The National Collaborating Centre for Methods and Tools is funded by the Public Health Agency of Canada and affiliated with McMaster University. The views expressed herein do not necessarily represent the views of the Public Health Agency of Canada.
NCCMT is one of six National Collaborating Centres (NCCs) for Public Health. The Centres promote and improve the use of scientific research and other knowledge to strengthen public health practices and policies in Canada.
Searching solution for 3806NRS Nursing Assignment? If yes, then make your visit to NeedAssignmentHelp. Best place for assignment writing services. https://www.needassignmenthelp.com/do-my-nursing-assignment-help
Effectiveness of the current dominant approach to integrated care in the NHS:...Sarah Wilson
Jonathan Stokes of the Greater Manchester Primary Care Patient Safety Translational Research Centre presents a systematic review of case management in integrated care.
Objectives
1.Understand the importance of measurement in driving improvement
2.Introduce Patient Safety Metrics: a cloud-based tool for data collection and performance monitoring.
3.Demonstrate new auditing tools designed to reduce the burden of measurement
4.Outline the application of Patient Safety Metrics beyond Safer Healthcare Now!
Human Resources for Health in Indonesiaferry efendi
Providing health care to underserved communities in Indonesia has long been a major concern. Lack of health workers particularly in rural remote and very remote areas has hampered community access to good quality of health services, which in turn leads to a poor health status of the people.
SRAconf Plenary: Mind the implementation gap, Jane LewisTheSRAOrg
"MIND THE IMPLEMENTATION GAP: How implementation science helps get research into practice" Jane Lewis, Director of Implementation Support, The Colebrooke Centre for Evidence and Implementation at the SRA annual conference 2013
Using Implementation Science to transform patient care (Knowledge to Action C...NEQOS
Master Class presentation and workshop materials from the NENC AHSN Collaborating for Better Care Partnership's Master Class, led by Professor Jeremy Grimshaw' on 1st September 2014
This document discusses milestones and entrustable professional activities (EPAs) in medical education. It defines milestones as significant points in a learner's development that identify the knowledge, skills, and attitudes expected at each stage of training. Milestones provide learners with feedback on their progress and define competencies for assessment. The document also introduces EPAs, which are routine professional tasks that require specific competencies. EPAs can be used to structure work-based assessment of whether a learner has demonstrated the competence to independently perform important professional activities.
Based on the information provided, this item is testing the learner's ability to make a clinical decision by diagnosing the most likely cause of the patient's presentation based on the key laboratory findings provided in the stem. The stem provides sufficient relevant information to answer the question without being tricked or misled. The alternatives provided are plausible and independent diagnoses to consider. This item follows best practices for writing multiple choice questions that test clinical decision making abilities.
Transitioning Critical Thinking Skills from the Academic Setting to the Globa...afacct
This document discusses strategies for teaching critical thinking skills to nursing students and transitioning those skills from the academic to clinical setting. It identifies different strategies to use in theory, lab/simulation, and clinical courses. Some key strategies mentioned include using case studies, unfolding case studies, simulations, and assigning activities involving multiple patients to compare findings and make clinical judgments. The goal is to better prepare students for the NCLEX exam and real-world client care where critical thinking and decision making are important for safety and positive outcomes.
This presentation developed by Michelle Constable and Jim McManus, explores how health psychology can help the work of Environmental Health Officers and was part of an introductory workshop for the Environmental Health Profession organised by the Beds and Herts Branch of the Chartered Institute of Environmental Health
This document discusses adaptive clinical trials. Adaptive trials allow changes to the trial design based on interim data analysis in order to make the trial more efficient. Key aspects that can be adapted include sample size, treatments, endpoints, and eligibility criteria. Adaptive designs are well-suited for exploratory trials aimed at learning, but confirmatory trials require more prior data and safeguards to ensure the trial's integrity and the validity of its conclusions. The FDA has provided guidance on adaptive designs to ensure patient safety and that adaptive trials meet evidentiary standards for approval.
The document summarizes research on effective strategies for implementing clinical guidelines. Through a systematic review and narrative synthesis of 33 studies, it identifies common themes in effective versus non-effective implementation. Effective strategies included using guidelines to benchmark quality improvement, providing regular feedback, and using supportive tools like reminders and guides. Implementation was only effective when supported by an organized process within an supportive organizational culture that promoted social influence through comparative measures and knowledge translation. Non-effective strategies lacked organizational support and used passive dissemination without accountability or supplemental guidance.
After Action Report: a structured support to the practice of continuous impro...Learning Everywhere
This paper is about Lean and Continuous Improvement principles and tools, focusing in the After Action Report as the way to practice the “check” and “adjust” at PDCA cycle.
It presents the After Action Report - a Lean and Continuous Improvement tool, as a tool for those who are interested in supporting continuous improvement, practicing “check” and “adjust”, individually and in organizations and teams. This tool can be applied everywhere, in every projects or daily situations, and every time (as it is “continuous”). The main goal is to clarify that, when we have a structure, it becomes easier to support the practice of continuous improvement.
Chem 1405 introductory chemistry i determination of density cRAJU852744
This document summarizes the findings of a study that evaluated the impact of conflict management training for pediatric healthcare staff. The training aimed to help staff identify potential conflict triggers, understand patients' perspectives, and implement resolution strategies. Staff reported that the 4-hour course improved their ability to recognize warning signs of escalating conflict and de-escalate tensions, especially around communication issues. Immediate post-training surveys showed staff felt more equipped to handle conflicts, and 6-month follow-up data found the skills were retained over time, with most staff who experienced conflicts applying lessons from the training to successfully resolve the situations. The study demonstrates this training approach can help reduce the costs that unresolved conflicts impose on healthcare systems, staff, and
The document discusses various methods for randomizing units in an experiment evaluating a social program or intervention. It covers choosing an appropriate unit of randomization based on how the intervention is administered and outcomes are measured. Common units discussed include individual, cluster/group, classroom and school levels. The document also addresses real-world constraints and provides examples of different randomization designs that can be used, including basic lottery, phase-in, rotation, encouragement, and varying treatment levels. It emphasizes the importance of randomization in obtaining an unbiased estimate of a program's causal impact.
This document discusses implementation strategies for improving healthcare practices. It defines implementation strategies as methods used to promote the adoption of clinical programs. Effective strategies include assessing current performance, analyzing barriers and facilitators, developing an implementation plan, and continuous evaluation. Common strategies discussed include audit and feedback, educational outreach, reminders, and financial incentives. The document notes that no single strategy is clearly most effective and that tailoring strategies to the local context is important. It also introduces several tools for assessing the context, such as the COACH framework which examines multiple dimensions like work culture, leadership, and resources.
Ovretveit implementation science research course 1day sept 11john
1. The document discusses a workshop on implementation science and research, which aims to explain what implementation science is, describe elements of an implementation program, explain strengths and limitations of implementation research studies, and plan an implementation study.
2. Implementation research mostly describes, evaluates and explains an implementation in different real-life settings. It involves assessing elements like content, structure, strategy, and methods using tools like CESSiM and REAIM.
3. Effective implementation is important for improving health outcomes and depends more on how interventions are implemented than just the intervention itself. Factors like context affect implementation success.
Dr. Maheswari Jaikumar's document discusses the characteristics and structure of outcome research. Outcome research involves evaluating existing care practices and systems to develop evidence-based practices. It assesses the end results of care services to justify practices and systems, with a focus on stakeholder satisfaction and documenting service effectiveness. Outcome research aims to meet demands for quality assessments and assurance from organizations like PSRO.
This sample answer sheet corresponds with the eighth webinar in the Online Journal Club series, “How do young people make sense of cannabis evidence?"
The National Collaborating Centre for Methods and Tools is funded by the Public Health Agency of Canada and affiliated with McMaster University. The views expressed herein do not necessarily represent the views of the Public Health Agency of Canada.
NCCMT is one of six National Collaborating Centres (NCCs) for Public Health. The Centres promote and improve the use of scientific research and other knowledge to strengthen public health practices and policies in Canada.
Searching solution for 3806NRS Nursing Assignment? If yes, then make your visit to NeedAssignmentHelp. Best place for assignment writing services. https://www.needassignmenthelp.com/do-my-nursing-assignment-help
Effectiveness of the current dominant approach to integrated care in the NHS:...Sarah Wilson
Jonathan Stokes of the Greater Manchester Primary Care Patient Safety Translational Research Centre presents a systematic review of case management in integrated care.
Objectives
1.Understand the importance of measurement in driving improvement
2.Introduce Patient Safety Metrics: a cloud-based tool for data collection and performance monitoring.
3.Demonstrate new auditing tools designed to reduce the burden of measurement
4.Outline the application of Patient Safety Metrics beyond Safer Healthcare Now!
Human Resources for Health in Indonesiaferry efendi
Providing health care to underserved communities in Indonesia has long been a major concern. Lack of health workers particularly in rural remote and very remote areas has hampered community access to good quality of health services, which in turn leads to a poor health status of the people.
SRAconf Plenary: Mind the implementation gap, Jane LewisTheSRAOrg
"MIND THE IMPLEMENTATION GAP: How implementation science helps get research into practice" Jane Lewis, Director of Implementation Support, The Colebrooke Centre for Evidence and Implementation at the SRA annual conference 2013
The document outlines the steps for conducting survey research including defining the research question and outcomes, developing a sampling plan, constructing a questionnaire, piloting the questionnaire to assess responses and get feedback, and revising the survey based on the pilot results. The steps include determining item formats like selected response, Likert scales, open-ended questions, and obtaining informed consent.
This document discusses various topics related to survey research methods. It covers forms of survey research like face-to-face, mail, telephone and internet surveys. It also discusses interviewing, validity, reliability, sampling, data collection and analysis procedures. Common survey design errors and ways to improve response rates are outlined. The advantages and disadvantages of different data collection modes are compared.
The document outlines a presentation on survey methodology and ethical issues given at Wuhan University in summer 2012. It covers topics such as what a survey is, survey design, quality, and ethical considerations. The presentation includes sections on defining a survey, key elements of survey research design like research questions, sampling, and constructs and measurements, and addressing ethical issues in using surveys.
This document describes descriptive research and survey research methods. Descriptive research aims to describe characteristics of a population without determining causes. Survey research involves asking questions of respondents using methods like questionnaires and interviews. The document outlines approaches like case studies and surveys, and survey designs including cross-sectional, before-after, and longitudinal studies. It also discusses steps to conduct surveys, question formats, data collection modes, and advantages and limitations of interviews and questionnaires.
Strategy implementation involves transforming strategic plans into action through detailed planning, communication, organizing resources, and controlling the process. It requires putting tactics and action steps into practice to achieve strategic goals. Effective implementation requires commitment from managers and staff, coherent work plans, performance metrics, resources allocation, and adaptation to changes. The McKinsey 7S framework emphasizes that for implementation to succeed, strategy must be aligned with organizational structure, systems, skills, style, staff, and shared values.
The document provides an overview of survey research and questionnaire design. It discusses that surveys are used to collect data and facts from a target population about a certain situation or issue. The key steps in survey research include developing hypotheses, designing the survey questions and format, sampling, data collection, analysis, and reporting findings. It also describes different types of surveys, methods of data collection including mail, interview and telephone surveys, and considerations for question structure, format, and response options. The document emphasizes that carefully designing and testing the questionnaire is important for effective survey research.
This document provides an overview of survey and correlational research methods. It defines survey research as collecting data using instruments like questionnaires to answer questions about people's opinions or characteristics. The main purposes of surveys are to gather information about groups and sample populations. Correlational research determines if and how strongly two or more variables are related by calculating correlation coefficients. Relationship studies explore factors related to complex variables, while prediction studies use correlations to predict outcomes. The document outlines different survey and correlational research designs, procedures, analyses, and considerations.
Commonly Used Statistics in Survey ResearchPat Barlow
This is a version of our "commonly used statistics" presentation that has been modified to address the commonly used statistics in survey research and analysis. It is intended to give an *overview* of the various uses of these tests as they apply to survey research questions rather than the point-and-click calculations involved in running the statistics.
This document discusses process evaluation for implementation science projects. It defines process evaluation as understanding how and why interventions work by examining implementation and change processes. Key aspects of process evaluation include assessing fidelity, dose, reach, adaptations and context. Process evaluation helps explain success or failure of interventions and understand outcome heterogeneity. The document reviews guidelines for process evaluation from the UK Medical Research Council, including clarifying theories of change. It then discusses the PeriKIP project, which aims to improve perinatal health in Vietnam using participatory stakeholder groups, and outlines plans for its process evaluation.
1. The document discusses applying a realist approach to understanding researcher development. A realist approach examines the relationship between context, mechanisms, and outcomes.
2. It provides an example of mapping the environmental influences and mechanisms that can impact a PhD student's time to degree completion. Understanding the current situation allows designing changes to support desired outcomes.
3. Applying realism to individual development recognizes that personal attributes and circumstances shape one's "mechanisms." Tailoring development activities to individuals can maximize their learning potential.
This document discusses factors to consider when developing and implementing clinical protocols for older adult patients. It outlines a 4-step process: 1) recognizing areas for improvement, 2) selecting evidence-based protocols, 3) implementing protocols through strategies like education and hardwiring into documentation, and 4) measuring performance through reliable tools. Interprofessional collaboration and support from administrators are also emphasized as key to successful protocol adoption.
This document discusses factors to consider when developing and implementing clinical protocols for older adult patients. It outlines a 4-step process: 1) recognizing areas for improvement, 2) selecting evidence-based protocols, 3) implementing protocols through strategies like education and hardwiring into documentation, and 4) measuring performance through reliable tools. Interprofessional collaboration and support from administrators are also emphasized as key to successful protocol adoption.
This document provides an overview of implementation research. It defines implementation research as using strategies to introduce or change evidence-based health interventions in real world contexts. Implementation research is a multidisciplinary field that seeks to understand and close the gap between evidence and practice. The document discusses conceptual frameworks, methods, outcomes and evidence used in implementation research. It describes both qualitative and quantitative research designs that can be used, including descriptive, analytic, experimental and mixed methods approaches.
The document discusses optimizing continuing medical education (CME) and continuing professional development (CPD) worldwide. It addresses assessing learner needs, optimizing live CME/CPD activities, using technology in CME/CPD, and adopting a curricular approach. The discussion emphasizes conducting thorough needs assessments, enhancing the learning environment, measuring outcomes, and linking activities to objectives and assessments to drive strategic CME rather than isolated events.
Operations research (OR) aims to improve health programs through scientific problem solving. OR was first used in WWII and later applied to health in the 1960s. OR involves 5 steps: 1) defining problems through data analysis, 2) selecting strategies to test, 3) experimenting with and evaluating strategies, 4) disseminating results, and 5) replicating successful strategies. Example OR topics include reducing HIV stigma, managing risky sexual behaviors, and improving quality of HIV care. OR studies test interventions through experimental, quasi-experimental, or non-experimental designs to measure impact on outcomes through data collection methods like surveys, interviews and observations.
This document provides an introduction to implementation science. It defines key terms like implementation science, implementation research, and discusses the basic components of implementation research. The components discussed include the evidence-based intervention being implemented, implementation theories/models/frameworks, implementation strategies, implementation outcomes, and stakeholder engagement. Examples are given for implementation frameworks like EPIS and CFIR, as well as for implementation strategies and outcomes. Implementation science aims to bridge the gap between research and practice by understanding how to promote uptake of effective interventions into real-world settings.
The document summarizes a toolkit created by AHRQ, RAND Corporation, and ECRI Institute to help hospitals develop, implement, and sustain fall prevention programs. The toolkit includes 35 evidence-based tools addressing all stages of organizational change. It was informed by expert panels and input from six pilot hospitals. The toolkit covers hospital readiness, managing change, choosing and implementing best practices, measuring outcomes, and ensuring sustainability. Challenges in fall prevention are identified along with opportunities and specific tools to address each challenge. The goal is to provide practical guidance for hospitals at various levels of fall prevention sophistication.
Dr Ayman Ewies - Clinical audit made easyAymanEwies
This document provides an overview of how to conduct a clinical audit. It defines clinical audit as a process used by healthcare professionals to systematically review, evaluate and improve patient care. The document outlines the key components of an audit, including choosing a topic, selecting standards, planning methodology, collecting data, analyzing results, and implementing changes. It emphasizes that the goal of audit is to compare current practices to standards in order to enhance quality of care and patient outcomes.
· Analyze a professional environment and relevant data, and develo.docxlillie234567
· Analyze a professional environment and relevant data, and develop a change strategy (3-5 pages) and discuss how to implement it successfully.
Introduction
Note: Each assessment in this course builds on the work you completed in the previous assessment. Therefore, it is recommended that you complete the assessments in this course in the order in which they are presented.
Knowing the best practice for our patients is very important in providing safe and effective care. Understanding best practices can help nurses identify areas of care that need to be improved. To identify areas of need, nurses must use evidence from various sources, such as the literature, clinical practice guidelines (CPG), professional organization practice alerts or position papers, and protocols. These sources of evidence can also be used to set goals for improvement and best practices with an eye toward improving the care experience or outcomes for patients.
The challenge facing many care environments and health care practitioners is how to plan for change and implement changes. For if we cannot effectively implement changes in practice or procedure, then our goals of improving care will likely amount to nothing. This assessment focuses on allowing you to practice locating, assessing, analyzing, and implementing change strategies in order to improve patient outcomes related to one or more clinical goals.
This assessment will take the form of a data table to identify areas for improvement and to set one or more outcome goals, as well as a narrative describing a change plan that would help you to achieve the goals you have set.
Professional Context
One area in health care that it is necessary to consider is the environment in which nurses work. It is important that this environment evolves and changes so that all patients are adequately supported. For this assessment, you will develop a change strategy to improve the health care environment. These changes can be rooted in a desire to improve clinical outcomes and data related to assessment accuracy, drug administration, or disease recovery rates. A key skill for master's-level nurses is to be able to evaluate clinical data and create a change plan to help drive improvements in the data to reach set goals.
Scenario
Consider a current environment. This could be your current care setting, the care setting presented in the scenario Vila Health: Using Concept Maps for Diagnosis, or a care setting in which you are interested in working. For the setting that you choose you will need to have a data set that depicts sub-optimal outcomes related to a clinical issue. This data could be from existing sources in the course, a relevant data set that already exists (a data set from the case study you used as a basis for your previous Concept Map assessment or from your current place of practice), or an appropriate data set that you have created yourself. (Note: if you choose to create your own data set, check with your instructor first .
This document outlines the steps for critically appraising a journal article on therapy using the Sudan Evidence-Based Medicine Association template. It includes developing a well-built clinical question using PICO (Patient, Intervention, Comparison, Outcome), outlining the current practice and selecting a research article to appraise. The template guides the user through appraising the relevance, validity, results, and applicability of the selected article using the RVRA scheme. It also provides guidance on applying the findings to resolve the original clinical question and determining if changes to practice are warranted.
This document outlines the steps for critically appraising an article on a systematic review using the Sudan Evidence-Based Medicine Association template. It includes formulating a clinical question using PICO (Patient, Intervention, Comparison, Outcome), outlining the current practice and search strategy, selecting a research article, summarizing the results, and applying an appraisal scheme to assess the relevance, validity, results, and applicability of the study. The template provides guidance on assessing strengths and weaknesses, resolving the original clinical question, and making recommendations.
The third interactive webinar in the series builds on the second session by focusing on the question: once we have evidence to justify implementing a new patient safety initiative, what next?
The document discusses creating highly adoptable improvement initiatives to engage clinicians and sustainably implement medication reconciliation. It introduces a model that assesses initiatives based on perceived workload and value. Initiatives with low workload and high value for clinicians are most likely to be adopted. The document provides a guide to apply this model, including evaluating initiatives based on end-user involvement, alignment with goals, estimated workload, complexity, and evidence of effectiveness. Applying this guide can help identify opportunities to simplify initiatives and increase adoption of medication reconciliation and other improvements.
Clinical Audit is a method of confirming the quality of clinical services and identify the need for improvement. A skill hospital administrator should learn and practice.
Understanding Why, When, and What it Will Take to do Operations and/or Implem...CORE Group
Here are some issues with the objectives and research questions:
- The objectives are not specific enough and focus more on methods rather than the purpose of the research.
- The questions make assumptions that community beliefs are "wrong" rather than trying to understand perspectives.
- Questions 1.1 and 1.2 for the formative research objective are too leading and specific rather than open-ended to understand barriers.
- Objective 2 aims to "prove" effectiveness rather than objectively measure impact, and the questions only measure outcomes rather than factors influencing them.
The objectives and questions should be more open-ended, focus on understanding rather than proving assumptions, and aim to inform program improvement rather than prove effectiveness.
Intervention Mapping was developed to address questions about how and when to use...
Theory
Empirical findings from the literature
Data collected from a population
... to create an effective behavior or systems change intervention.
Intervention Mapping provides a systematic framework for decision making at each step of intervention planning, and evaluation
On April 18, 2016, The United States Supreme Court denied a petiti.docxvannagoforth
On April 18, 2016, The United States Supreme Court denied a petition for certiorari (refused to review the lower court’s ruling) in the case of Authors Guild v. Google, Inc., 804 F. 3d 202 - Court of Appeals, 2nd Circuit 2015.
Tell me what you would do if you were the Supreme Court.
That case let stand the ruling of the Court of Appeals, which can be found at the following website:
https://scholar.google.com/scholar_case?case=2220742578695593916&q=Authors+Guild+v.+Google+Inc&hl=en&as_sdt=4000006
Please write a 500-word summary of fair use as this court decision says it.
Running head: YOUR SHORTENED TITLE GOES HERE 1
SHORTENED TITLE GOES HERE (IN CAPS) 2
Plan
What is your plan for evaluation of the strategies using performance improvement data and tracers? What tracers will you use? Include necessary detail to deliver key points and requirements, such as specific data collection methods, timeframes for evaluation, and intended re-evaluation.
Tracer method is a unique technique used by the healthcare organizations, to obtain a real time picture of quality performance from point of entry to discharge. A key part of The Joint Commission’s on-site survey process is the tracer methodology (The Joint Commission, 2017).. Some traditional tracer tools can be used for quality and safety improvement. The focus of these tools is on ….. and the plan for the evaluation of this initiative for fall prevention will use tracers in the following manner….
OR
To evaluate the identified measure is the 30 day readmission rate for patients, data twill be racked by system tracers which will be completed monthly by the Assistant Director of Nursing.
Plan Evaluation
How effective and sustainable is your plan? In other words, evaluate the effectiveness and the ease of use, timeliness, and efficiency of your plan for the progress and success of your initiative.
The plan to prevent falls is effective and sustainable with the involvement and collaboration of all team members by implementing the following strategies… The initiative will be evaluated by the following methods, post implementation…….
OR
Every three months this data will be compiled and analyzed to determine what actions were effective and ineffective. The complete study will take place over a one year period with the desired result of an 15% or below hospital readmission rate.
Use of Tracers
Individual tracers make the most sense to utilize for this proposal because these tracers are designed to “trace” the care experiences that a patient had during hospitalization. For example: in case of fall prevention, these tracers help to track the patient’s experience regarding safety, satisfaction of personal needs, hygiene, compliance of staff during care….. System tracers can be utilized as well, for example….
OR
System tracers provide information by tracking where in an organizational process breakdowns occur or exist and are a valuable tool in identifying where changes needs to occur. ...
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Faster Improvement with Adaptive Implementation Research
1. Faster Improvement with
Adaptive Implementation
Research
1
John Øvretveit,
Director of Research, Professor of Health Innovation and
Evaluation, Karolinska Institutet, Stockholm, Sweden
2/3/2016
2. Help with these challenges
Changing clinical practice and service delivery
eg use this test in these situations not these, establish team-based service
Effective methods for change under-used
by improvement projects
Frustration of practical improvers
research not answering their questions
how do we implement this? costs and savings? conditions we need to get the same
results?
Researcher’s challenges
reducing time and cost;
Time and funding to publish
Role for working on implementation – for trial or spread – time and funding
documenting changes;
attributing outcomes (esp which part most impactful);
generalising; take-up of our research
22/3/2016
3. Does not help with …
Changing academic research criteria
Not improver’s questions
Do not reward “3R research” relevant, responsive,
rigorous
Rather “3P review criteria” for proposals, publications
and promotion, using RCT, ideally
Settings where implementation is not
possible
but will know why
3
4. Relevance to researchers
..if evaluating an intervention
(e.g. new treatment or service delivery model)
.. knowledge of non-experimental methods
which data to gather to document and evaluate
..designing effective intervention
(eg protocol for establishing an intervention to test)
Issues in translating research into practice and
scale-up – researcher’s role?
42/3/2016
5. It was effective there… but different here…?
52/3/2016
We don’t have a
problem here
Our patients/service
is different
We have other changes
and priorities
6. Session covers
Case example - problems
Proven solutions – why not implemented?
“Fit” of Solution in the “Context”
Does the adaption work?
Adaptive implementation research
Research to answer improver’s questions
Implications for you
62/3/2016
7. What I mean by…
“Intervention” covers both
a)Do hand hygiene consistently (before/after change)
b) Training and feedback (actions to enable change)
Words
a) the “new better way” - hand hygiene
eg wash hands between patients; use bar code reader to reduce medication errors; rapid response
team to prevent avoidable deterioration on nursing units. (The Improvement-change)
b) What we do directly to enable “take up” by staff of the
new better way
(“implementation” methods - training, feedback, rewards, punishment for not using, etc.)
72/3/2016
8. .
82/3/2016
B
Better hand
hygiene
A
Poor hand
hygiene
Intervention Plan
Wash hands between
patients
Reduce barriers
Feedback
Implementation actions (phases)
1Education
2Gell dispensers
3Patient expectations
4Feedback compliance (infection
rates)
How?
Surrounding “context” helps and hinders
Intervention
concept
Wash hands between
patients
Reduce barriers
Feedback
9. What I mean by…
Conditions or context for the intervention:
= influences which indirectly help or hinder the
intervention
high workload affects hand hygiene,
disruption to supplies,
IT system,
how the hospital or physicians are paid
92/3/2016
10. 2/3/2016 10
Mary: 84 yrs. Obstructive airways (COPD),
heart disease, mild depression
Stable at home on meds,
very independent
Unpaid motivational coach
and security-guard - “Matty”
11. Healthcare experience
Emergency hospital admission
Delays, and meds changed
HAI
Sent home – no comms or support
Readmission
Before/after
1
12/3/2016
12. Mary - six weeks later
After hospitalisation
Avoidable cost 4600$
1
22/3/2016
13. Name a proven interventions for any problems?
Changes of meds/wrong meds?
Hospital acquired infection?
After care transition?
Medication reconcilliation
Hand hygiene - bundle of interventions
After-care - Coleman CTI – Transition coach and
education
1
32/3/2016
14. Your experience?
We have implemented solutions to prevent this
- Yes, No, sometimes
We have effective Med Rec - Medications changes
unlikely
HAI from Hand Hygiene non-compliance unlikely
After care information to PCP ensured within 2
days of discharge
Effective after-care support for older multiple
morbidity patients
1
42/3/2016
15. Why not implemented? - your vote
No problem (one-off event)
Not aware of these proven effective solutions
Know how to implement - don’t have time or
resources to implement
To implement effectively - don’t have knowledge
and skills
Know solutions - uncertain if we would get same
results - would it work here?
Don’t have research to show how to implement in
different settings
1
5
16. Johns Quest…
Why not implemented?
What would help fast & widespread
implementation?
How can research best help?
1
62/3/2016
Conclusions so far…
…in 2 slides
18. No intervention survives first contact with context
.
1
82/3/2016
Implemented as planned?
Intervention plan
19. Adapt to survive
Adapt the improvement change tested
elsewhere
E.g. turn at risk patients every 4hrs not 2hrs
(Pressure ulcer intervention)
Adapt the context
Increase staffing by 0.5 FTE
Both - Adapt the change & context
Need “Goldilocks Improvement-Fit, for
Take Up” GIFTU
1
9
21. Fidelity and adaptive implementation
.
t
2
12/3/2016
Adapt to “Fit”, to setting and subjects
Adjust over time – dynamic>>>>>
To do this-Resources, data and skills
22. Research questions…
Is the adaptation more, or less effective?
How can we find effective adaptations in
different settings?
How can we do lower-cost faster research
on questions which will help take up
2
22/3/2016
23. Research “Case” example
Improving physicians hand hygiene compliance
– most effective intervention?
Pilot study, 8 hospitals using QI methods
Identified 24 causes.
Different in each hospital
Interventions tailored to local cause
2nd study – web based tool
Collect data about your causes (from 24) and used these
interventions to fix your local causes
8 Pilots compliance 48% / 81% ;
Vs 174 organisations 58% / 84% (769
2
3
25. One lesson for research from case?
Providers supplied data
Method enables easy local adaptation
But adaptations made are unknown
Effectiveness on average
not the only knowledge needed by implementers
Need data to explain variations
Not implemented
Context hinders
Adapt successfully or unsuccessfully 2
52/3/2016
26. More informative research
Experimental Trials
Can and should we explain high and low outcomes/
performers?
Can we do subgroup analysis?
Focus on non-experimental observational
studies
2
62/3/2016
27. Do you have any of these “Research
challenges”? Documenting?
Use taxonomies of implementation methods
Use adaptation typology
Attributing?
Use Implementation outcome model
Use Logic Model/programme theory
Generalising? – guidance
Find which adaptations in which context get which results
Use? (take up by practitioners)
= need Pre-study planning, to get data for,
2
7
28. Exercise
You are the head of a clinic:
To enable physicians to follow antibiotic
prescribing guidelines…
Which behavioral change techniques would
be most effective?
Would you use the same in FQC PHC and
Regan paediatrics outpatients?
2
82/3/2016
29. Selection from 93 behavior change techniques (Michie2013)
1. Instruction on how to perform a behavior
2. Punishment
3. Anticipation of future rewards or removal of punishment
4. Practice with Graded tasks
5. Mental rehearsal of successful performance
6. Examine Anticipated regret
7. Feedback on behavior
8. Other(s) monitoring with awareness
9. Social comparison
10. Behavioral contract
11. Social support
12. Identification of self as role model
2
92/3/2016
30. See also Powell 2015: 73 implementation
strategies
Mixes direct interventions and indirect context
changes:
Education
Audit and provide feedback
Create or change credentialing and/or licensure
standards
Develop disincentives
Use capitated payments
Do we need to distinguish? 3
02/3/2016
32. Documenting critical context factors -
framworksCFIR (Damschroder 2009)
PHARIS (Rycroft-Malone 2002)
ORCA readiness - based on PHARIS
MUSIQ (Kaplan et al 2010) - QI
French et al 2009 (review of context measures
for evidence-based practice (EBP))
3
22/3/2016
38. Attributing – check implementation, before
later outcomes(Proctor 2012)
3
82/3/2016
Johns quest – enlightenment!
39. Summary
Challenges both implementing, and researching
implementation
One approach = Adaptive implementation research
Plan data to gather to
Document adaptation and context
Assess implementation outcomes
Attribute outcomes through causal chain map
3
92/3/2016
40. Implications for you
Trial - Experimental evaluation – who doing
this?
Do we need to identify and explain “outliers”?
Do we have data to do this?
Non-experimental/observational - – who ?
(inc. natural experiments) - ob
Plan and use existing data
Ask a cross-section of “informed observers”
Find out implementers needs for information
effectively to take up improvements
Responsible for implementation during or
4
02/3/2016
41. Implications for you
Responsibilities for implementation, during or
after your research?
“Another essential component of implementation
research involves the enhancement of readiness
through the creation of effective climate and culture
in an organization or community”
(Implementation research glossary, Brownson et al 2012)
4
12/3/2016
42. Questions to you
Do you study implementation?
What do you need to do better in
your implementation research?
Anything a surprise?
Examples or experience you have
about this? 4
22/3/2016
43. Questions posed
Why not implemented?
What would help fast & widespread
implementation?
How can research best help?
how best can implementation researchers help
practitioners to implement proven improvements
locally?
Is it really their role to do so?
4
32/3/2016
53. Action:Pre-mortem
Crystal ball shows 1 year ahead
no results from the project
1)What are the most likely causes?
2)How could we have known before?
3)Possible actions we can take now?
5
3
55. Frameworks for studying context – list (pictures
later) See references
Clinicians implementing clinical research:
PARHIS Guidance (Stetler et al 2011) and related:
Context Assessment Index (CAI) (McCormack et al 2008) – the best
validated
Alberta Context Tool (ACT) (Estabrooks et al 2008).
CFIR Damschroder et al 2009, and French et al 2009
Quality Improvement Projects : MUSIQ (Kaplan
et al 2012) or French et al 2009)
See also ORCA readiness for change assessment
(Helfrich et al 2009).
5
52/3/2016
56. BUT, how many services can do this…
“evaluating the program and continually adapting
the program on the basis of evaluation results and
changes to the context of your organization
(e.g., changes in staff, changes to the community,
changes in the population served)
can help ensure that the program remains relevant
and addresses any potential challenges that occur
over time”
“Evaluation”? = lunchtime review <<<>>>RCT
5
6
57. Strategy Steps over time
Feb 1)Form project team
March 2)Gather initial data
April 3) etc.
57
Supports
Systems for data
Facilitators
2/3/2016
“3S framework” to describe “Implementation approach
Structure responsibilities; accountability reporting
Example – QI breakthrough collaborative
62. Example 1 – adoption by clinicians of recommendation
for more effective treatment of depression
Medications & CBT for moderate depression.
Implementation strategy: Simple guidelines, training, feedback
on outcomes, access to experts.
Study found
patient outcomes 10% improved.
Guess % physicians following guidelines?
40% not following guidelines
“Implementation fidelity not met”
practice changed in some but not fully, and in many, not at all
Phase 2 found barriers to change
consultation time extra, and opinion leader “lukewarm”
6
22/3/2016
63. 2)Barriers to take up
the lack of information technology systems;
physician culture,
beliefs and habits;
development & function of guideline
(Kenefick, et al 2008)
6
32/3/2016
64. Example studies of implementation strategies
Specialist-nurse led clinics for implementing lipid control cost-
effective (Mason 2005)
Multifaceted strategy for CBT cost-effective (Scheeres 2008 & gen
Mortimer 2013)
Financial incentives for implementing ACE inhibitor & other Qndic
cost-effective (Walker 2009)
Audit and feedback for implementing intensified control of blood
glucose is cost-effective (Hoomans 2009)
No co-payments for implementing preventive medication is cost-
effective (Choudry 2011)
Structured patient education with group for implementing self-
management is not cost-effective (Gillespie 2014)
6
4
65. Types of fidelity
1Copy the proven intervention
Treatment, practice, service delivery model
Whatever it takes to reproduce this in every day life and operations
2Copy the implementation approach
To enable patients to take the intevention, use exacty the same reminder
system they found was effective for enabling patient uptake
3Copy both
4Copy the logic of the intervention
65
The letter kills but the spirit gives life
66. 4)Copy the logic of the intervention – the spirit
The effective ingredients to enable practitioners to
follow hand hygiene were:
Motivation (e.g. patient talks about MRSA)
Ability (Gell dispensers everywhere, agreement
excuse for late/take longer)
Triggers (reminders)
Rewards (performance feedback, etc.)
You make the mix which fits your service
Is that adaption or fidelity to logic or both?
6
6
67. 5)Fidelity to guidance for adaption
for targeting or tailoring
Following the guidelines for adapting treatments
to older patients with multiple morbidity
6
7
72. Practice-customer’s questions:
Is the implementation approach effective for
enabling providers to take up the new way?
In setting where we can rigorously evaluate it?
In a range of typical settings
Does the “new way” then result in better patient and
cost outcomes?
What conditions do we need to implement it?
Which adaptations are possible?
How much does it cost and how long before results?7
2
73. 2) Action evaluation
Researchers share tasks with implementers
in all stages of research
Researchers present their data to
implementers
Implementers adjust intervention (or not)
+ve gain insights and data
-ve explain effects of researchers (additional
intervention)
-ve researchers not available in other typical
settings (generalisation)
7
32/3/2016
74. Coleman care transitions model = people
leaving hospital - support for self care
7
42/3/2016
1)Education 2)Coach support at
home
75. RCT evaluated – proven effective
Research funded
version
Intervention
specified in
protocol
Implementation
not described
7
52/3/2016
77. Evaluation type 1: Fidelity to planned practice
Coleman 2013 core elements to get
outcomes
7
72/3/2016
78. Groups on Coleman dissemination
evaluation Did this study evaluate implementation?
What data did they collect? How?
What was “the intervention” and what was
“the implementation” activities, structure and
support?
How do we know if their conclusions follow
from the data or a personal opinion?
7
8
79. Did subjects “take up” the change as
intended?
Evaluation type 2: for adaptive
implementation
How well did they adapt
intervention during
implementation better to achieve
implementation outcomes
Role of evaluation = a) Help
adaption, b) feedback on success
7
9
80. Other studies
Descriptive study, by facilitators, of
adaptions
…with unclear evidence of outcomes, but
very useful to practice improvement
- More funding for and research of this type?
8
02/3/2016
82. John Øvretveit – Medical Management Center Karolinska
Institutet
Applied healthcare research in a medical
university
Grown since 2002 to 87 staff and 35 PHD
researchers
Example projects
Funding models for Value based purchasing
Implementation of improvements for chronic care
Integrated care
Most mixed methods, many non-experimental
Details: http://ki.se/en/lime/medical-management-centre
8
22/3/2016
83. Culture and translation
.
8
32/3/2016
The strengths of Ca and US
§ diversity,
§ innovation,
§ entrepreneurship,
§ openness,
§ can come together rapidly and attack a
problem,
§ massive resources and talent
How are you going to create into the future the
new California public health? 21/3/16
“No pants metro day”