1. The presenters were Paul O’Donohoe, Director of Health Outcomes at CRF Health, and Jennifer Crager, who has over 13 years of experience in the eCOA industry.
2. Bring Your Own Device (BYOD) involves using participants' own internet-connected devices like smartphones to complete electronic patient-reported outcomes, rather than providing hardware. Interest in BYOD is driven by potential reduced costs and increased participant convenience and compliance.
3. However, BYOD also presents challenges including demonstrating measurement equivalence across many different devices, providing technical support, ensuring privacy and security, and reimbursing participants for data usage. Future adoption of BYOD in clinical trials will require addressing these challenges.
A Pharma/CRO Partnership in the Design and Execution of Paperless Clinical Tr...Target Health, Inc.
DIA 2019 presentation by Dr. Jules Mitchel with Michelle Eli (Lilly) and Tom Haag (ex-Novartis) based on their experience with Lilly collaborating on Target Health's paperless clinical trial system.
IEEE 2014 DOTNET DATA MINING PROJECTS Product aspect-ranking-and--its-applica...IEEEMEMTECHSTUDENTPROJECTS
To Get any Project for CSE, IT ECE, EEE Contact Me @ 09666155510, 09849539085 or mail us - ieeefinalsemprojects@gmail.com-Visit Our Website: www.finalyearprojects.org
The purpose of this study is to identify key areas of interest pertaining to the new IAKM
website. This study investigates work rendered during the first iteration of changes pertain-
ing to the new redesign. First we needed to identify user characteristics by having our user
population participate in two surveys. The results will be analyzed and two user profiles will
be build from the information gathered. Once the profiles are identified and developed we
will then find some participants that meet the characteristic bound by the profiles that were
developed, and they will participate in a user task analysis.
A Pharma/CRO Partnership in the Design and Execution of Paperless Clinical Tr...Target Health, Inc.
DIA 2019 presentation by Dr. Jules Mitchel with Michelle Eli (Lilly) and Tom Haag (ex-Novartis) based on their experience with Lilly collaborating on Target Health's paperless clinical trial system.
IEEE 2014 DOTNET DATA MINING PROJECTS Product aspect-ranking-and--its-applica...IEEEMEMTECHSTUDENTPROJECTS
To Get any Project for CSE, IT ECE, EEE Contact Me @ 09666155510, 09849539085 or mail us - ieeefinalsemprojects@gmail.com-Visit Our Website: www.finalyearprojects.org
The purpose of this study is to identify key areas of interest pertaining to the new IAKM
website. This study investigates work rendered during the first iteration of changes pertain-
ing to the new redesign. First we needed to identify user characteristics by having our user
population participate in two surveys. The results will be analyzed and two user profiles will
be build from the information gathered. Once the profiles are identified and developed we
will then find some participants that meet the characteristic bound by the profiles that were
developed, and they will participate in a user task analysis.
These slides use concepts from my (Jeff Funk) course on Business Models at National University of Singapore to analyze the business model of SCIO’s molecular sensor. This pocket sensor uses infrared light to determine the molecular makeup of fruits, vegetables, drugs, and other organic materials. As a replacement for bulky spectrometers, it can be used by scientists, engineers, and consumers to determine the sugar content, nutritional value, and other aspects of organic materials. The slides describe the value proposition, method of value capture, customers, scope of activities, and method of strategic control for SCIO.
The working conditions survey interviewed 1,202 members of SAK-affiliated trade unions by telephone in February and March 2018. The SAK Good Job Barometer gauges the quality of working conditions by measuring employment essentials and elements of a smooth working experience.
This partial report of the working conditions survey concerning digitisation was produced as part of the SAK Time of Opportunities project.
Reforming Medical Device approval processes especially in software requires careful consideration of shifting risks to patients without adequate protections.
Algorithms and bias: What lenders need to knowWhite & Case
The algorithms that power fintech may discriminate in ways that can be difficult to anticipate—and financial institutions can be held accountable even when alleged discrimination is clearly unintentional.
Final presentation of theoretical Alzheimer's medication adherence system, designed at Tufts University by Conor Ward, Emily Eickhoff, Alex Pugnali, Chris Shultz, and Rachel Terveer.
Generating a Domain Specific Inspection Evaluation Method through an Adaptive...Waqas Tariq
The growth of the Internet and related technologies has enabled the development of a new breed of dynamic websites and applications that are growing rapidly in use and that have had a great impact on many businesses. These websites need to be continuously evaluated and monitored to measure their efficiency and effectiveness, to assess user satisfaction, and ultimately to improve their quality. Nearly all the studies have used Heuristic Evaluation (HE) and User Testing (UT) methodologies, which have become the accepted methods for the usability evaluation of User Interface Design (UID); however, the former is general, and unlikely to encompass all usability attributes for all website domains. The latter is expensive, time consuming and misses consistency problems. To address this need, new evaluation method is developed using traditional evaluations (HE and UT) in novel ways.
The lack of a methodological framework that can be used to generate a domain-specific evaluation method, which can then be used to improve the usability assessment process for a product in any chosen domain, represents a missing area in usability testing. This paper proposes an adapting framework and evaluates it by generating an evaluation method for assessing and improving the usability of a product, called Domain Specific Inspection (DSI), and then analysing it empirically by applying it on the educational domain. Our experiments show that the adaptive framework is able to build a formative and summative evaluation method that provides optimal results with regard to the identification of comprehensive usability problem areas and relevant usability evaluation method (UEM) metrics, with minimum input in terms of the cost and time usually spent on employing UEMs.
The information in ISR’s Electronic Media Use in Academic Medical Center Patient Recruitment report sheds light on the benefits, challenges and strategies of electronic media use for clinical trial recruitment. We are currently in an era where Facebook, Twitter, and Google searches link all of us to a larger global community. Clinical sites are actively navigating how to apply these resources to connect with patients around the world. The report will help academic medical centers, site personnel and CRO/sponsors understand which channels and strategies will best help accomplish their recruitment goals, and which ones can be developed for increased success in this realm.
4 Strategies to Influence Digital Health Approaches in Clinical Research StudiesJohn Reites
Drug Information Association (DIA) 2016 Conference presentation by John Reites on June 26, 2016. Session entitled; "Digital Health Debate" including this presentation on the four strategies to influence digital health approaches in clinical research studies.
Biomedical engineering work is subjected to stringent regulatory constraints that mandate a robust engineering process that conforms to all pertinent regulatory guidelines and imperatives.
Software development is an important component of any engineering project and as such, it should be equally addressed and properly integrated with the overall engineering process. To that effect, the following software development process is proposed. This process attempts to be well grounded in the nature of innovative Biomedical engineering work. There are inherent significant technology risks related to the development of innovative biomedical devices. These risks must be correctly identified, and mitigated throughout the entire engineering process. The main benefit of the software development process presented here is its explicit management of software risk factors as recommended by modern successful software development practices.
These slides use concepts from my (Jeff Funk) course on Business Models at National University of Singapore to analyze the business model for Theranos. Theranos provides diagnostic testing for consumers that is faster and cheaper than the existing system. Its tests are done in easy to access pharmacies (e.g., Walgreens) as opposed to hard-to reach doctors’ offices. The tests use small bio-electronic integrated circuits (ICs) instead of large scientific instruments. These ICs utilize micro-fluidic channels that require a pin-prick of blood instead of a vial of blood, which makes the tests more appealing and faster than the traditional tests. The slides describe the value proposition, method of value capture, customers, scope of activities, and method of strategic control for Theranos.
Technology is constantly transforming healthcare for the better, but getting technology right is an understated challenge for the industry. This webinar addresses three of healthcare's top challenges in tapping technology's full potential: cost, privacy and adoption. Experts and providers share tips, strategies and stories to help overcome these challenges to truly harness the power of transformative healthcare technology.
In this report, ISR leverages the insights and real-world experiences investigative sites have with electronic medical records (EMRs) and clinical trials. The report examines how sites currently use EMRs for various clinical trial activities and provides recommendations to improve trial efficiency.
mHealth Israel_Health IT for Next Generation Care Delivery_Orna Berry, Ph.D.,...Levi Shapiro
Health IT for Next Generation Care Deliver, presentation by Orna Berry, Ph.D., Corporate VP Innovation COEs and R&D Centers, at the mHealth Israel Investors Summit, June 2015
A unified platform providing functionality based on role is a logical progression in eClinical technology development, with the majority of sponsors/CROs preferring and supporting this evolution.
Eliminating Machine Bias - Mary Ann Brennan - ML4ALL 2018MaryAnnBrennan3
Slides from Mary Ann Brennan's ML4ALL Machine Learning conference talk on Machine Bias. Machine Learning algorithms often exhibit systematic, unfair bias against certain groups of people, all while the supposed impartiality of machines dissolves accountability. I touch on definitions, criminal justice, and solutions and finish with a success story from NLP and a slide listing resources. Video here: https://www.youtube.com/watch?v=VksAAI60GEc
AI and VR in Health: What's Now, What's NextEnspektos, LLC
Data Source: www.digihealthinformer.com
Fard Johnmar's presentation from the future::present digital health breakfast. Research focuses on the evolution of the health artificial intelligence and virtual reality markets. Key areas of focus include what diseases these technologies are being used to manage, which organizations are driving their uptake, key investment activity and more.
Sponsors and regulators rely on the ePRO archive to prove that trial data are attributable and accurate; and that the trial can be reconstructed at any time. Any omissions can risk regulatory warnings, findings and possible data rejection. This issue describes the PTH ePRO Archive, and explains how and why it exceeds regulatory requirements and industry guidelines.
The purpose of this article is to provide Sponsors and CROs with a point-by-point review
of the differences between the Final FDA PRO Guidance and the Draft, highlighting the
choices made by FDA during the 3 years following the Draft PRO Guidance. These choices
reveal the FDA deliberations and resulting emphasis, and we also suggest in our review
what some of the differences might imply. Note that where terms appear highlighted
or emphasized in quotes from the Final Guidance, the emphasis has been done in the
original FDA document.
These slides use concepts from my (Jeff Funk) course on Business Models at National University of Singapore to analyze the business model of SCIO’s molecular sensor. This pocket sensor uses infrared light to determine the molecular makeup of fruits, vegetables, drugs, and other organic materials. As a replacement for bulky spectrometers, it can be used by scientists, engineers, and consumers to determine the sugar content, nutritional value, and other aspects of organic materials. The slides describe the value proposition, method of value capture, customers, scope of activities, and method of strategic control for SCIO.
The working conditions survey interviewed 1,202 members of SAK-affiliated trade unions by telephone in February and March 2018. The SAK Good Job Barometer gauges the quality of working conditions by measuring employment essentials and elements of a smooth working experience.
This partial report of the working conditions survey concerning digitisation was produced as part of the SAK Time of Opportunities project.
Reforming Medical Device approval processes especially in software requires careful consideration of shifting risks to patients without adequate protections.
Algorithms and bias: What lenders need to knowWhite & Case
The algorithms that power fintech may discriminate in ways that can be difficult to anticipate—and financial institutions can be held accountable even when alleged discrimination is clearly unintentional.
Final presentation of theoretical Alzheimer's medication adherence system, designed at Tufts University by Conor Ward, Emily Eickhoff, Alex Pugnali, Chris Shultz, and Rachel Terveer.
Generating a Domain Specific Inspection Evaluation Method through an Adaptive...Waqas Tariq
The growth of the Internet and related technologies has enabled the development of a new breed of dynamic websites and applications that are growing rapidly in use and that have had a great impact on many businesses. These websites need to be continuously evaluated and monitored to measure their efficiency and effectiveness, to assess user satisfaction, and ultimately to improve their quality. Nearly all the studies have used Heuristic Evaluation (HE) and User Testing (UT) methodologies, which have become the accepted methods for the usability evaluation of User Interface Design (UID); however, the former is general, and unlikely to encompass all usability attributes for all website domains. The latter is expensive, time consuming and misses consistency problems. To address this need, new evaluation method is developed using traditional evaluations (HE and UT) in novel ways.
The lack of a methodological framework that can be used to generate a domain-specific evaluation method, which can then be used to improve the usability assessment process for a product in any chosen domain, represents a missing area in usability testing. This paper proposes an adapting framework and evaluates it by generating an evaluation method for assessing and improving the usability of a product, called Domain Specific Inspection (DSI), and then analysing it empirically by applying it on the educational domain. Our experiments show that the adaptive framework is able to build a formative and summative evaluation method that provides optimal results with regard to the identification of comprehensive usability problem areas and relevant usability evaluation method (UEM) metrics, with minimum input in terms of the cost and time usually spent on employing UEMs.
The information in ISR’s Electronic Media Use in Academic Medical Center Patient Recruitment report sheds light on the benefits, challenges and strategies of electronic media use for clinical trial recruitment. We are currently in an era where Facebook, Twitter, and Google searches link all of us to a larger global community. Clinical sites are actively navigating how to apply these resources to connect with patients around the world. The report will help academic medical centers, site personnel and CRO/sponsors understand which channels and strategies will best help accomplish their recruitment goals, and which ones can be developed for increased success in this realm.
4 Strategies to Influence Digital Health Approaches in Clinical Research StudiesJohn Reites
Drug Information Association (DIA) 2016 Conference presentation by John Reites on June 26, 2016. Session entitled; "Digital Health Debate" including this presentation on the four strategies to influence digital health approaches in clinical research studies.
Biomedical engineering work is subjected to stringent regulatory constraints that mandate a robust engineering process that conforms to all pertinent regulatory guidelines and imperatives.
Software development is an important component of any engineering project and as such, it should be equally addressed and properly integrated with the overall engineering process. To that effect, the following software development process is proposed. This process attempts to be well grounded in the nature of innovative Biomedical engineering work. There are inherent significant technology risks related to the development of innovative biomedical devices. These risks must be correctly identified, and mitigated throughout the entire engineering process. The main benefit of the software development process presented here is its explicit management of software risk factors as recommended by modern successful software development practices.
These slides use concepts from my (Jeff Funk) course on Business Models at National University of Singapore to analyze the business model for Theranos. Theranos provides diagnostic testing for consumers that is faster and cheaper than the existing system. Its tests are done in easy to access pharmacies (e.g., Walgreens) as opposed to hard-to reach doctors’ offices. The tests use small bio-electronic integrated circuits (ICs) instead of large scientific instruments. These ICs utilize micro-fluidic channels that require a pin-prick of blood instead of a vial of blood, which makes the tests more appealing and faster than the traditional tests. The slides describe the value proposition, method of value capture, customers, scope of activities, and method of strategic control for Theranos.
Technology is constantly transforming healthcare for the better, but getting technology right is an understated challenge for the industry. This webinar addresses three of healthcare's top challenges in tapping technology's full potential: cost, privacy and adoption. Experts and providers share tips, strategies and stories to help overcome these challenges to truly harness the power of transformative healthcare technology.
In this report, ISR leverages the insights and real-world experiences investigative sites have with electronic medical records (EMRs) and clinical trials. The report examines how sites currently use EMRs for various clinical trial activities and provides recommendations to improve trial efficiency.
mHealth Israel_Health IT for Next Generation Care Delivery_Orna Berry, Ph.D.,...Levi Shapiro
Health IT for Next Generation Care Deliver, presentation by Orna Berry, Ph.D., Corporate VP Innovation COEs and R&D Centers, at the mHealth Israel Investors Summit, June 2015
A unified platform providing functionality based on role is a logical progression in eClinical technology development, with the majority of sponsors/CROs preferring and supporting this evolution.
Eliminating Machine Bias - Mary Ann Brennan - ML4ALL 2018MaryAnnBrennan3
Slides from Mary Ann Brennan's ML4ALL Machine Learning conference talk on Machine Bias. Machine Learning algorithms often exhibit systematic, unfair bias against certain groups of people, all while the supposed impartiality of machines dissolves accountability. I touch on definitions, criminal justice, and solutions and finish with a success story from NLP and a slide listing resources. Video here: https://www.youtube.com/watch?v=VksAAI60GEc
AI and VR in Health: What's Now, What's NextEnspektos, LLC
Data Source: www.digihealthinformer.com
Fard Johnmar's presentation from the future::present digital health breakfast. Research focuses on the evolution of the health artificial intelligence and virtual reality markets. Key areas of focus include what diseases these technologies are being used to manage, which organizations are driving their uptake, key investment activity and more.
Sponsors and regulators rely on the ePRO archive to prove that trial data are attributable and accurate; and that the trial can be reconstructed at any time. Any omissions can risk regulatory warnings, findings and possible data rejection. This issue describes the PTH ePRO Archive, and explains how and why it exceeds regulatory requirements and industry guidelines.
The purpose of this article is to provide Sponsors and CROs with a point-by-point review
of the differences between the Final FDA PRO Guidance and the Draft, highlighting the
choices made by FDA during the 3 years following the Draft PRO Guidance. These choices
reveal the FDA deliberations and resulting emphasis, and we also suggest in our review
what some of the differences might imply. Note that where terms appear highlighted
or emphasized in quotes from the Final Guidance, the emphasis has been done in the
original FDA document.
The importance of learning how patients feel and function when taking a new clinical therapy has been acknowledged by the FDA, EMA and other global regulatory authorities. Sponsors currently engaged in drug development programs appreciate and leverage the added value of patient-reported outcome (PRO) data. They no longer ask if PROs should be collected, but what phase to begin PRO collection.
This issue of Insights is intended to identify the costs (delays and expenses) of collecting patient-reported outcomes on paper; and compare these against electronic PRO capture. The intention of this issue to provide clinical teams with industry data that can refute the presumption that paper methods are cheaper than ePRO.
The PRO Final Guidance announced December 2009 helps Sponsors and CROs understand how to include the patient viewpoint in the clinical trials that support market authorization for their medical products. The Guidance shows that FDA understands the pivotal role of PRO measures in establishing clinical benefit. This Insights edition is dedicated to ePRO mentioned within the Final Guidance, and intended to provide readers with an executive summary of the new document with respect to ePRO.
Trials with patient reported endpoints are reporting increased efficiencies when using electronic patient reported outcomes (ePRO), compared to paper diary data collection methods. To date, approximately 20% of all trials with patient reported endpoints are using ePRO solutions to collect efficacy data. As the adoption of electronic patient reported outcomes continues to increase, sponsors are finding new ways to justify this technology’s ROI, and identify the types of trials that are best suited to ePRO (versus paper). This article will describe how several market-leading sponsors have quantified the benefits of better data quality, with case examples from recent trials implemented by PHT Corporation (PHT). These analyses are provided with the intention to inform the clinical research community, and provide the frameworks for further ROI determinations.
The specialized industry of collecting electronic patient-reported outcomes is increasing linearly, in part because global government regulators want to hear directly from the patient, and because the acceleration and availability of electronic collection (vs. paper collection) improves data quality and efficiencies for data analysis and trial management. This document will review the ePRO market, and outline the five ePRO methods what successfully support the collection of patient-reported data
The Importance of measuring outcomes, including Patient Reported Outcome Measures (PROMS)
BAOT Lifelong Learning Event
10 November 2010
Dr Alison Laver-Fawcett
Head of Programme, BHSC(Hons) Occupational Therapy
York St John University
An Introduction Patient Reported Outcome Measures (PROMS)Keith Meadows
An introduction to the key concepts of patient Reported Outcome Measures, including reliability and validity, generic versus disease specific,selection criteria and their adaptation for different cultural groups.
The MA Fine Art Summer Show last year (2012) had a critique by international artist Suki Chan. Georgette has a Chinese based project and Suki mentioned this book as one to research. I had already read the book so here I am to reveal all!
Literate Environment Analysis by Jessica KempJessica Kemp
An analysis of research-based practices used with kindergarten students, and how they helped me create a literate enviroment to benefit the learning needs of my students.
Regulatory Concerns When Running Virtual/Paperless Clinical TrialsTarget Health, Inc.
With drug and device manufacturers and the U.S. Food and Drug Administration (FDA) supplying much of the push, so-called paperless clinical trials are gaining momentum. In this eClinical Forum webinar, Dr. Jules Mitchel, President of Target Health, facilitated the discussion on the future landscape and regulatory concerns of paperless clinical trials and clinical trial design incorporating mobile tools.
How to evaluate and improve the quality of mHealth behaviour change tools3GDR
Presented by Jeremy Wyatt DM FRCP ACMI Fellow Leadership chair in eHealth research, University of Leeds; Clinical Adviser on New Technologies, Royal College of Physicians, London
At: What Works in Digital Health? University of Glasgow, 23-24 July 2015.
http://www.sicsa.ac.uk/events/sicsa-ux-mhealth-works-digital-health/
We have a unique profile for a CRO providing distinctive and innovative dual expertise by combining clinical research implementation with the development of customized IT applications specific to the pharmaceutical industry.
Harnessing Mobile Technology to Draw Insights from Health Care Professionals ...Merlien Institute
Presented by Richard Goosey, Chief Methodologist, Kantar Health
at Market Research in the Mobile World Europe
8 - 11 October 2013, London, Europe
This event is proudly organised by Merlien Institute
Check out our upcoming events by visiting http://www.mrmw.net
Cloud Based Covid 19 Testing Management Systemijtsrd
Nowadays, COVID19 Testing Management System is one of the most essential tools that are mostly used in Testing Lab it is mostly used to manage COVID19 medical lab related activities. In this project we tried to develop a computerized and web based Cloud COVID19 Testing management system. Our main intention is to allow this application to be used in most retailing COVID19 lab, where a small point of customization will be required to each COVID19 lab in the implementation period. This system is designed to overcome all challenges related to the management of diagnostic that were used to be handled locally and manually. The system is an online COVID19 lab manager application that brings up various COVID19 test working online. Using this system, it will help us to records all transaction made at the daily tests recognize all customers, employees, etc. It will manage all activities around the COVID19 lab that increases productivity and maximize profit, it will also be minimizing the risk of getting loss because all transactions are recorded to the system. Rinzen Wangyal | Dr. Murugan R "Cloud Based Covid-19 Testing Management System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-6 | Issue-3 , April 2022, URL: https://www.ijtsrd.com/papers/ijtsrd49741.pdf Paper URL: https://www.ijtsrd.com/engineering/software-engineering/49741/cloud-based-covid19-testing-management-system/rinzen-wangyal
The objective of project is to improve end-users’ Healthcare experience through its IoT-based Healthcare services and to support business incubation scheme with better
regulatory support
Software as a Medical Device (SaMD) Challenges and Opportunities for 2021 and...Greenlight Guru
The SARS-CoV-2 pandemic drastically changes the landscape of digital health innovation. The FDA authorized emergency use for a variety of SaMD products including but not limited to mental health, clinical decision support and remote monitoring software applications. In addition, FDA recently launched the Digital Health Center of Excellence, provided updates on the pre-certification program, and host a session to convey FDA’s current thinking on AI/ML SaMD validation.
SaMD manufacturers must keep up with the fast-evolving regulatory landscape and optimize their software development practices with a goal to demonstrate conformance to the QMS requirements effectively and efficiently.
This presentation originally aired during the 2021 State of Medical Device Virtual Summit.
Programs Coming Together Using ExamSoft to assess interprofessional education...ExamSoft
Presented by: Carla D. Hernandez, Assessment Coordinator, and Anthony C. Marziliano, Associate Director of Assessment, and Marc E. Gillespie, Ph.D., Professor, Associate Dean for Graduate Education and Research, St. John's University College of Pharmacy & Health Sciences
Professional health science programs must now explicitly identify interprofessional education (IPE) activities that provide unique opportunities for student-to-student engagement. Offering IPE activities is essential to advance education in these fields. We actively identify IPE possibilities and a methodology to assess them using ExamSoft’s categorization system. Our faculty are content experts and are in the best position to categorize test-items with national exam blueprints, the essential hierarchical ontologies that drive programs. Blueprints contain goals, outcomes, knowledge domains, professional skills and attributes often required for proficiency in specific health care professions. Mapping between different program blueprints allows the College to identify parts of the curriculum that are shared between programs and are ideal targets for IPE efforts. We provide worked examples where we observed overlapping terms that serve as an impetus for faculty and administrators to capitalize, creating IPE opportunities. By the very nature of this activity, overlapping terms are associated with test items that can be used to establish a pre-IPE activity baseline, as well as, assess the IPE activity itself. Synergistic assessment of shared goals and outcomes (using ExamSoft categories) helps us prepare our students to be outstanding health care professionals in the 21st century.
ACC 411 Final Project Scenario Assume you are an audito.docxbartholomeocoombs
ACC 411 Final Project Scenario
Assume you are an auditor at an accounting firm. Your team is getting ready to start a financial audit of
Robbins Network
Solution
s (RNS). You will start with the initial review and audit preparation.
You know the following information about RNS.
Objectives of the Engagement
Audit of the financial statements for the year ended December 31, 2017.
Business and Industry Conditions
RNS sells and installs computers and networking hardware and software, and provides information
technology consulting to businesses. It is currently developing its own computer networking software to
sell to customers.
RNS’s success depends on attracting and retaining personnel with a high level of technical expertise who
are able to provide a broad range of services. The market for staff is highly competitive.
The market for computers and networking products is extremely competitive. RNS’s main competitors
are companies like Dell, Hewlett Packard, and Apple. RNS also competes with local and regional resellers
that provide similar products and consulting services directly to customers. To be competitive, RNS has
relied on its ability to provide its customers with state-of-the-art products in a timely manner. Because
the company does not have the buying power of some of its competitors, it generally must charge a
higher price for its products, but it is also able to provide a higher level of service and expertise to its
customers to compensate for the higher price.
The market for computer products and technology services is sensitive to economic conditions.
Economic indicators predict the U.S. economy will be relatively stagnant for the next few years, with the
annual growth in spending for information technology products and services expected to be 1 percent
per year for the next three years. In the past year, RNS has decided to increase sales by relaxing credit
rules to provide credit to customers with slightly higher credit risk.
Ownership and Management
RNS is a closely held company owned by six stockholders. Two stockholders are active members of the
company’s board of directors. None of the other owners take an active part in the management of the
business.
Objectives, Strategies, and Business Risks
RNS’s primary business objectives are to increase sales, services, and consulting revenues by five
percent and increase net income by seven percent each year for the next three years. Strategies to
achieve those objectives include:
New software development
Aggressive marketing of products and services through increased advertising
Sales to customers with a higher credit risk profile
The primary business risks associated with the company’s strategies include the following:
The U.S. economy may suffer a significant downturn.
Competitors may engage in predatory pricing to gain market share.
Increased advertising expenditures may not produce desired result.
1. 1
Bring Your Own Device (BYOD)
Moderated by: Cindy Howry
Presented by: Paul O’Donohoe and Jennifer Crager
2. Presenter Biographies
2
Paul O’Donohoe is Director of Health Outcomes at CRF Health and is based in their London
office. He is responsible for developing the company’s internal health outcomes expertise and
supporting clients across the range of scientific issues that can arise during the course of a clinical
trial. He is passionate about developing the field of eCOA through research and active involvement
in industry consortia. Previously, Paul worked as a research psychologist at a child and adolescent
mental health clinic based in Dublin, Ireland. He moved into the health consulting field with United
BioSource Corporation where he worked across the health outcomes, health economics and
health data capture groups. He has a MSc in Cognitive and Clinical Neuroscience.
Jennifer Crager has worked in the eCOA industry for over 13 years, in both the disease
management and the clinical trial space. She has been a leader in eCOA and BYOD by working
closely with clinical trial sponsors to implement this approach to data collection. She has a passion
for creating systems that provide a robust experience for the end user resulting in high quality
data. Her experience also includes oversight over customer support, quality assurance, training,
and project management departments. She has created processes and training materials for each
of these departments with a focus on continuous improvement. She has also been involved in the
Baldrige Performance Excellence Framework through a successful program application as well as
by contributing to the program’s development as a reviewer.
3. Please use Q&A feature to submit
questions to presenters
If in full screen mode, select following:
If not in full-screen mode, the Q&A box is open to your
right.
When asking questions, be sure to select “All Panelists”
3
4. Critical Path Institute (C-Path)
4
Established in 2005 by the University of Arizona and the FDA’s
Center for Drug Evaluation and Research (CDER)
An independent, non-profit organization
Dedicated to implementing FDA's Critical Path Initiative - a
strategy for transforming the way FDA-regulated products are
developed, evaluated, manufactured, and used
Provides a neutral, pre-competitive venue for collaboration
aimed at accelerated development of safe and effective
medical products
5. ePRO Consortium
The Critical Path Institute established the ePRO
Consortium on April 1, 2011.
5
“The mission of the ePRO Consortium is to advance the science of clinical
trial endpoint assessment by collaboratively supporting and conducting
research, designing and delivering educational opportunities, and
developing and disseminating best practice recommendations for
electronic collection of clinical outcome data.”
Mission:
7. Agenda
7
The increasing significance of electronic collection of
patient-reported outcome data
The growing interest in Bring Your Own Device
The different manifestations of BYOD
The unique challenges of BYOD in clinical trials
The path forward
9. Electronic Patient-Reported
Outcomes (ePROs)
9
A PRO is any report of
the status of a patient’s
health condition that
comes directly from the
patient, without
interpretation of the
patient’s response by a
clinician or anyone else.
- FDA PRO Guidance
10. Why is ePRO becoming more
mainstream?
10
More accurate and complete data
Improved protocol compliance
Avoidance of secondary data entry errors
Easier implementation of skip patterns
Less administrative burden
High respondent acceptance
Reduced sample size requirements and potential cost
savings
Coons SJ, Eremenco S, Lundy J, O'Donohoe P, O'Gorman H, Malizia W. Capturing Patient-Reported Outcome (PRO) Data Electronically: The
Past, Present, and Promise of ePRO Measurement in Clinical Trials. Patient. 2015;8(4).
11. Bring Your Own Device (BYOD)
11
Rather than provisioning hardware to participants in a
clinical trial, we take advantage of their own Internet-
connected device
The current industry focus is implementation of PRO
measures on smartphones
12. Interest in BYOD driven by…
12
Perceived reduced hardware cost
• Hardware typically makes up 25% of the cost of an eCOA
study
Perceived reduction in patient burden
• Using the device they interact with daily
• Participant more likely to “keep up” with personal
smartphone
Perceived reduction in burden on clinical staff, if
appropriate support documents are in place.
13. But largely down to smartphone
saturation
Source: http://www.ericsson.com/res/docs/2015/ericsson-mobility-report-feb-2015-interim.pdf
13
By 2020…
• More than 6 billion smartphone subscriptions
• 90% of all broadband subscriptions will be for mobile broadband
Smartphone subscriptions per region 2014–2020
North America
Latin America
Asia Pacific
Middle East and Africa
Central and Eastern Europe
Western Europe
15. Types of BYOD
15
Two types of applications:
Native: an application specifically designed to run on a
device’s operating system. It typically needs to be
adapted/adjusted for different devices.
Web: an application in which all or some parts of the software
are downloaded from the Web each time it is run. It can
usually be accessed from all Web-capable mobile devices.
16. Native App
16
Users download app from online app store or app
marketplace like iTunes Store or Google Play Store
Data can be entered without having Internet access
Have a direct line to the OS and hardware so they can
run faster and more secure but they have to run on their
targeted platforms (e.g. iOS, Android or Windows phone)
Example: App to record exercise where all data can be
entered without Internet
17. Web App
17
Internet-enabled app accessible by mobile device Web
browser
Does not need to be downloaded
Internet access needed to enter data
HTML5 apps are cross-platform mobile applications,
written using the standard HTML5, JavaScript and CSS
They run on multiple devices since they mostly run in
Web browsers
Example: Web app to complete exercise survey. When
the website is accessed from mobile device, the app
adjusts in size and design for the device.
18. Hybrid App
Users download app from online app store or app
marketplace
Some functions within the app require Internet access
Some functions do not require Internet access for use
Example: Downloadable app to record exercise with
function that requires Internet access to retrieve past
exercise records
18
19. App Features
19
Feature Native Web Hybrid
Download from App Store Yes No Yes
Data entry without Internet Yes No Some
System limited to target platform Yes No Yes
Accessed through Web browser No Yes Some
Runs on multiple devices Yes Yes Yes
20. App Technologies
20
Adapted from FirstApp.com [Internet]. Wales: FirstApp, Ltd.; c2011-15 [updated 2015 June 1; cited 2016 March 9]. Available from:
http://www.firstapp.com/.
What requirements/features are necessary in App? Native Web
Offline Access Yes No
Update/Change App without new download No Yes
Familiarity High Low
Distribution App Store Web
Camera Yes No
Notifications Yes Yes
Provisioned Devices Yes Yes
21. However…
21
No widespread uptake in Phase II, III and IV clinical trials.
Why?
Main reasons:
• Measurement equivalence
• Logistical concerns
• Patient privacy and security
• Technologies, skills, and processes required to build and
deploy apps
• Support of deployed apps
• Reimbursement of personal device use
22. Measurement Equivalence
22Coons SJ, Gwaltney CJ, Hays RD, Lundy JJ, Sloan JA, Revicki DA, Lenderking WR, Cella D, Basch E; ISPOR ePRO Task Force. Recommendations
on evidence needed to support measurement equivalence between electronic and paper-based patient-reported outcome (PRO) measures: ISPOR
ePRO Good Research Practices Task Force report. Value Health. 2009; 12(4):419-29.
Best practice has dictated that, in certain situations, one
should demonstrate equivalence between paper and
electronic versions of patient-reported outcome measures
23. Equivalence complicated in
BYOD
23
Facing a situation with possibly tens if not hundreds of
different devices in a single study
We can’t test all possible devices or screen sizes
24. Equivalence testing to date?
24
Abstract
OBJECTIVE:
To conduct a systematic review and meta-analysis of the equivalence between electronic and paper administration of patient reported outcome
measures (PROMs) in studies conducted subsequent to those included in Gwaltney et al's 2008 review.
METHODS:
A systematic literature review of PROM equivalence studies conducted between 2007 and 2013 identified 1,997 records from which 72 studies
met pre-defined inclusion/exclusion criteria. PRO data from each study were extracted, in terms of both correlation coefficients (ICCs, Spearman
and Pearson correlations, Kappa statistics) and mean differences (standardized by the standard deviation, SD, and the response scale range).
Pooled estimates of correlation and mean difference were estimated. The modifying effects of mode of administration, year of publication, study
design, time interval between administrations, mean age of participants and publication type were examined.
RESULTS:
Four hundred thirty-five individual correlations were extracted, these correlations being highly variable (I2 = 93.8) but showing generally good
equivalence, with ICCs ranging from 0.65 to 0.99 and the pooled correlation coefficient being 0.88 (95% CI 0.87 to 0.88). Standardised mean
differences for 307 studies were small and less variable (I2 = 33.5) with a pooled standardised mean difference of 0.037 (95% CI 0.031 to 0.042).
Average administration mode/platform-specific correlations from 56 studies (61 estimates) had a pooled estimate of 0.88 (95% CI 0.86 to 0.90)
and were still highly variable (I2 = 92.1). Similarly, average platform-specific ICCs from 39 studies (42 estimates) had a pooled estimate of 0.90
(95% CI 0.88 to 0.92) with an I2 of 91.5. After excluding 20 studies with outlying correlation coefficients (≥3SD from the mean), the I2 was 54.4,
with the equivalence still high, the overall pooled correlation coefficient being 0.88 (95% CI 0.87 to 0.88). Agreement was found to be greater in
more recent studies (p < 0.001), in randomized studies compared with non-randomised studies (p < 0.001), in studies with a shorter interval (<1
day) (p < 0.001), and in respondents of mean age 28 to 55 compared with those either younger or older (p < 0.001). In terms of mode/platform,
paper vs Interactive Voice Response System (IVRS) comparisons had the lowest pooled agreement and paper vs tablet/touch screen the highest
(p < 0.001).
Muehlhausen W, Doll H, Quadri N, Fordham B, O’Donohoe P, Dogar N, Wild D. Equivalence of electronic and paper administration of patient-reported
outcome measures: a systematic review and meta-analysis of studies conducted between 2007 and 2013. Health and Quality of Life Outcomes.
2015;13:167.
26. Logistical Concerns
26
Cannot exclude a patient from a clinical trial because
they do not own an expensive piece of hardware
• Distractions when participants use personal phones
• Patients can silence notifications and/or move to another
page/screen
• Devices are not locked down; therefore, can accidentally delete
app
• Compliance
• Assumption is compliance will increase
• Already at 90%, not much room to improve
27. Patient Privacy and Security
27
To download an app or receive notifications via email or
text, patients must provide their personal contact
information (such as email/phone number)
28. Technologies, skills, and processes
required to build and deploy apps
28
To build and deploy mobile apps, eCOA vendors must
have the development skill set to build a mobile app
If a native app is deployed it must reside in an app store
which requires set up
• Time needed to develop, submit and get accepted
29. Support
29
Patients using their own devices may run into many
support issues where vendor’s support team must be
able to assist
• Updating app
• App impacts on other functionality on phone
• Moving to a new phone
30. Reimbursement
If patients are using their own devices, their device’s data
plan may be affected where fees are incurred each
month.
30
31. 31
Measurement Equivalence:
• Explored as part of a clinical trial?
• C-Path exploring potential study
Logistical Concerns:
• Provision smartphones for those without, will depend on country
and demographics
• Create checklist for study site to verify appropriate smartphone
Patient Privacy and Security
• Add to Informed Consent form acknowledgement of release of
email/telephone number for access to app store, messaging, and
alerts
The Path Forward
Challenges/Consideration
32. The Path Forward
Challenges/Consideration
32
Technologies, skills, and processes:
• Choose the appropriate application type (native or web) for the
study
• Use more widely accepted OS like Android and iOS (Blackberry
and Windows Mobile are not recommended)
• Development and validation teams to include skill set for mobile
development and testing
Customer support
• Customer support agents to have many devices available for
knowledge and availability when users require help
• Customer support agents to have familiarity with IT support for
web app
Reimbursement:
• Add stipend for use of personal phone
33. 33
Bring your own device is an important part of the future of
ePRO, and eCOA more generally
While unique challenges exist for BYOD in the clinical
trial space, none are insurmountable
Driving the wide-spread acceptance of BYOD will be a
community effort
Can’t lose sight of what’s best for the patient
Wrap-up
34. Useful References
Gwaltney C, Coons SJ, O’Donohoe P, O’Gorman H, Denomey M,
Howry C, Ross J. “Bring Your Own Device” (BYOD): The Future of
Field-Based Patient-Reported Outcome Data Collection in Clinical
Trials? Therapeutic Innovation & Regulatory Science. 2015;49:783-
791.
Muehlhausen W, Doll H, Quadri N, Fordham B, O’Donohoe P, Dogar
N, Wild D. Equivalence of electronic and paper administration of
patient-reported outcome measures: a systematic review and meta-
analysis of studies conducted between 2007 and 2013. Health and
Quality of Life Outcomes. 2015;13:167.
34
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3
Describe as “precompetitive space” rather than “noncompetitive”
Patients needing to work out skip patterns
Highlight the fact that BYOD could, in theory, involve any internet enabled screen-based device, as well as ClinROs and ObsROs, but at the moment the focus in the industry is on PROs on smartphones
Note that 25% number is just something we seemed to settle on as a group
Highlight the fact that BYOD could, in theory, involve any internet enabled screen-based device, as well as ClinROs and ObsROs, but at the moment the focus in the industry is on PROs on smartphones
Note that the remote wipe feature was deleted from the table
Providing a stipend should be a lower cost option to provisioning devices