SlideShare a Scribd company logo
1 of 17
The Use of EDC in Canadian Clinical Trials Khaled El Emam, CHEO RI
Collaborators ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The Problem
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Systematic Review
Summary of Evidence - I Year Reported Adoption Rates 2000 12%, 10%, 15% 2001 37% use EDC on 10% to 20% of trials 11% on more than 20% of their trials 2002 17%, 29% 2003 18% 2004 20%
Summary of Evidence - II Year Sponsors CROs 2000 11%, 8% 16%, 11% 2002 24%, 18% 24%, 16% 2003 27% 8% 2004 30% 11%
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Objectives
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Canadian Clinical Trials
Overall Descriptive Summary Summary Characteristic Value Registered trials which met inclusion criteria 947 Median target recruitment 226 Median number of sites (overall) 5 Median % of Canadian sites 100% Largest trial – number of sites 782 Largest trial – target recruitment 35,000 Percentage of academic trials 52.6% Percentage of pediatric trials 9%
Comparison by Funding Source * difference significant at alpha=0.05 Academic (median) Commercial (median) Target recruitment* 130 400 Total sites* 1 39 Canadian sites (%)* 100% 11%
Comparison by Participant Type * difference significant at alpha=0.05 Adult (median) Pediatric (median) Target recruitment* 236 141 Total sites* 6 1 Canadian sites (%)* 57% 100%
Survey Respondents & Responses ,[object Object],[object Object],[object Object],[object Object],[object Object]
What is an EDC System ? ,[object Object],[object Object]
Measuring EDC Adoption - I Level Feature(s) 1 The system provides a unique account and password for each user to access the on-line system  2 Subject visit data is entered by sites through a web interface into electronic Case Report Forms (eCRFs) The completion status of each eCRF for each subject can be tracked automatically on-line – for example, you can see which visits have complete data and which still have incomplete eCRFs for each subject The system provides an audit trail for all data entry and data modification
Measuring EDC Adoption - II Level Feature(s) 3 Data validation happens automatically when data is entered into the eCRF (either right away or when the user presses the SUBMIT button) – for example, to check for out of range values The system will automatically log the user off after a period of inactivity 4 Subjects are randomized automatically, either through an automated telephone response system or through a web interface 5 Subject recruitment can be tracked on-line for each/your site – for example, the user can see a graph of recruited and not withdrawn subjects over time 6 The system allows tracking of medication inventory at the sites
Main Results ,[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object]

More Related Content

What's hot

Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...
Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...
Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...Xiu Wei Lim
 
4A-2015 April CLMA LabHIT SAFER PPT
4A-2015 April CLMA LabHIT SAFER PPT4A-2015 April CLMA LabHIT SAFER PPT
4A-2015 April CLMA LabHIT SAFER PPTMegan Sawchuk
 
Lane ePrescribe
Lane ePrescribeLane ePrescribe
Lane ePrescribeTORC
 
Sample Report: FDA Enforcement Action Summary
Sample Report: FDA Enforcement Action SummarySample Report: FDA Enforcement Action Summary
Sample Report: FDA Enforcement Action SummaryMichael de la Torre
 
2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-Final
2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-Final2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-Final
2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-FinalWill Zasadny
 
Assessing the global readiness of regulatory and non regulatory models for as...
Assessing the global readiness of regulatory and non regulatory models for as...Assessing the global readiness of regulatory and non regulatory models for as...
Assessing the global readiness of regulatory and non regulatory models for as...OECD Environment
 
Compilation of available tools and models used for assessing consumer exposur...
Compilation of available tools and models used for assessing consumer exposur...Compilation of available tools and models used for assessing consumer exposur...
Compilation of available tools and models used for assessing consumer exposur...OECD Environment
 
Patient handling equipment market
Patient handling equipment marketPatient handling equipment market
Patient handling equipment marketAkshay Shinde
 
Atlas of Environmental Health
Atlas of Environmental HealthAtlas of Environmental Health
Atlas of Environmental Healthpiers_higgs
 
Pbrn digital social media 2
Pbrn digital social media 2Pbrn digital social media 2
Pbrn digital social media 2Amanda Ross
 
Getting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication GoalGetting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication GoalSpok
 
ePRO_Presentation_BYOD Webinar_10Mar2016_FINAL
ePRO_Presentation_BYOD Webinar_10Mar2016_FINALePRO_Presentation_BYOD Webinar_10Mar2016_FINAL
ePRO_Presentation_BYOD Webinar_10Mar2016_FINALjencrager
 
Pistoia Alliance USA Conference 2016
Pistoia Alliance USA Conference 2016Pistoia Alliance USA Conference 2016
Pistoia Alliance USA Conference 2016Pistoia Alliance
 
Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...Health Informatics New Zealand
 
Wk 1 assignment [autosaved]
Wk 1 assignment [autosaved]Wk 1 assignment [autosaved]
Wk 1 assignment [autosaved]Cashews
 
Greenway Health EHR Satisfaction Infographic
Greenway Health EHR Satisfaction InfographicGreenway Health EHR Satisfaction Infographic
Greenway Health EHR Satisfaction InfographicIdeba
 

What's hot (20)

Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...
Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...
Mobile CRAs: Transforming Clinical Monitoring Processes through Mobile Techno...
 
Session 8 david_barton
Session 8 david_bartonSession 8 david_barton
Session 8 david_barton
 
4A-2015 April CLMA LabHIT SAFER PPT
4A-2015 April CLMA LabHIT SAFER PPT4A-2015 April CLMA LabHIT SAFER PPT
4A-2015 April CLMA LabHIT SAFER PPT
 
Lane ePrescribe
Lane ePrescribeLane ePrescribe
Lane ePrescribe
 
Sample Report: FDA Enforcement Action Summary
Sample Report: FDA Enforcement Action SummarySample Report: FDA Enforcement Action Summary
Sample Report: FDA Enforcement Action Summary
 
2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-Final
2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-Final2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-Final
2015-CLSA-Report-Recent-Trends-in-FDA-Med-Device-Regulation-Final
 
Assessing the global readiness of regulatory and non regulatory models for as...
Assessing the global readiness of regulatory and non regulatory models for as...Assessing the global readiness of regulatory and non regulatory models for as...
Assessing the global readiness of regulatory and non regulatory models for as...
 
Compilation of available tools and models used for assessing consumer exposur...
Compilation of available tools and models used for assessing consumer exposur...Compilation of available tools and models used for assessing consumer exposur...
Compilation of available tools and models used for assessing consumer exposur...
 
Patient handling equipment market
Patient handling equipment marketPatient handling equipment market
Patient handling equipment market
 
VAPS
VAPSVAPS
VAPS
 
Atlas of Environmental Health
Atlas of Environmental HealthAtlas of Environmental Health
Atlas of Environmental Health
 
Pbrn digital social media 2
Pbrn digital social media 2Pbrn digital social media 2
Pbrn digital social media 2
 
Getting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication GoalGetting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication Goal
 
ePRO_Presentation_BYOD Webinar_10Mar2016_FINAL
ePRO_Presentation_BYOD Webinar_10Mar2016_FINALePRO_Presentation_BYOD Webinar_10Mar2016_FINAL
ePRO_Presentation_BYOD Webinar_10Mar2016_FINAL
 
Pistoia Alliance USA Conference 2016
Pistoia Alliance USA Conference 2016Pistoia Alliance USA Conference 2016
Pistoia Alliance USA Conference 2016
 
Ppx
PpxPpx
Ppx
 
Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...Electronic prescribing system medication errors: Identification, classificati...
Electronic prescribing system medication errors: Identification, classificati...
 
Wk 1 assignment [autosaved]
Wk 1 assignment [autosaved]Wk 1 assignment [autosaved]
Wk 1 assignment [autosaved]
 
2014 PHI Conference - Newborn Screening ELO / ELR in Florida
2014 PHI Conference - Newborn Screening ELO / ELR in Florida2014 PHI Conference - Newborn Screening ELO / ELR in Florida
2014 PHI Conference - Newborn Screening ELO / ELR in Florida
 
Greenway Health EHR Satisfaction Infographic
Greenway Health EHR Satisfaction InfographicGreenway Health EHR Satisfaction Infographic
Greenway Health EHR Satisfaction Infographic
 

Viewers also liked

The_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_Success
The_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_SuccessThe_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_Success
The_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_SuccessRobert_Otto
 
Clinical data management web based data capture edc & rdc
Clinical data management web based data capture edc & rdcClinical data management web based data capture edc & rdc
Clinical data management web based data capture edc & rdcPristyn Research Solutions
 
Clincial Data Management
Clincial Data ManagementClincial Data Management
Clincial Data ManagementDeepak Yadav
 
Clinical data management process setup
Clinical data management process  setupClinical data management process  setup
Clinical data management process setupDr.K Pati
 
Case Report Form (CRF) Design Tips
Case Report Form (CRF) Design TipsCase Report Form (CRF) Design Tips
Case Report Form (CRF) Design TipsPerficient
 
Integrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDCIntegrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDCwww.datatrak.com
 
Emerging Trends in Clinical Data Management
Emerging Trends in Clinical Data ManagementEmerging Trends in Clinical Data Management
Emerging Trends in Clinical Data ManagementArshad Mohammed
 

Viewers also liked (7)

The_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_Success
The_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_SuccessThe_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_Success
The_Essential_EDC_Partnership_Strategy_for_Ensuring_Study_Success
 
Clinical data management web based data capture edc & rdc
Clinical data management web based data capture edc & rdcClinical data management web based data capture edc & rdc
Clinical data management web based data capture edc & rdc
 
Clincial Data Management
Clincial Data ManagementClincial Data Management
Clincial Data Management
 
Clinical data management process setup
Clinical data management process  setupClinical data management process  setup
Clinical data management process setup
 
Case Report Form (CRF) Design Tips
Case Report Form (CRF) Design TipsCase Report Form (CRF) Design Tips
Case Report Form (CRF) Design Tips
 
Integrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDCIntegrating Clinical Operations and Clinical Data Management Through EDC
Integrating Clinical Operations and Clinical Data Management Through EDC
 
Emerging Trends in Clinical Data Management
Emerging Trends in Clinical Data ManagementEmerging Trends in Clinical Data Management
Emerging Trends in Clinical Data Management
 

Similar to The Use of EDC in Canadian Clinical Trials

Damian o'connell - Transformation of the global clinical trials footprint in ...
Damian o'connell - Transformation of the global clinical trials footprint in ...Damian o'connell - Transformation of the global clinical trials footprint in ...
Damian o'connell - Transformation of the global clinical trials footprint in ...ipposi
 
AlvarezButler_All-About-SSIs.ppt
AlvarezButler_All-About-SSIs.pptAlvarezButler_All-About-SSIs.ppt
AlvarezButler_All-About-SSIs.pptIbrahimSultan28
 
Clinical Data Management
Clinical Data ManagementClinical Data Management
Clinical Data ManagementDABBETA DIVYA
 
Electronic Media Use in Academic Medical Center Patient Recruitment
Electronic Media Use in Academic Medical Center Patient RecruitmentElectronic Media Use in Academic Medical Center Patient Recruitment
Electronic Media Use in Academic Medical Center Patient RecruitmentIndustry Standard Research
 
Tufts-Veeva_2017_eClinical_Landscape_Study.pdf
Tufts-Veeva_2017_eClinical_Landscape_Study.pdfTufts-Veeva_2017_eClinical_Landscape_Study.pdf
Tufts-Veeva_2017_eClinical_Landscape_Study.pdfVijayraj Amin
 
How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...
How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...
How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...Target Health, Inc.
 
Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...
Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...
Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...Target Health, Inc.
 
T R I A L M O N I T O R I N GQuality Remote Monitoring .docx
T R I A L  M O N I T O R I N GQuality Remote Monitoring .docxT R I A L  M O N I T O R I N GQuality Remote Monitoring .docx
T R I A L M O N I T O R I N GQuality Remote Monitoring .docxssuserf9c51d
 
Steps to Overcome Information Overload in Clinical Research
Steps to Overcome Information Overload in Clinical ResearchSteps to Overcome Information Overload in Clinical Research
Steps to Overcome Information Overload in Clinical ResearchVeeva Systems
 
Information Management for Health Care
Information Management for Health CareInformation Management for Health Care
Information Management for Health Carejtglick
 
Information Management in Health Care Group E presentation NUR353
Information Management in Health Care Group E presentation NUR353Information Management in Health Care Group E presentation NUR353
Information Management in Health Care Group E presentation NUR353jtglick
 
Workshop session 8 - Alternatives to CATI (1) non-probability online panels
Workshop session 8 - Alternatives to CATI (1) non-probability online panelsWorkshop session 8 - Alternatives to CATI (1) non-probability online panels
Workshop session 8 - Alternatives to CATI (1) non-probability online panelsThe Social Research Centre
 
Creating a roadmap to clinical trial efficiency
Creating a roadmap to clinical trial efficiencyCreating a roadmap to clinical trial efficiency
Creating a roadmap to clinical trial efficiencySubhash Chandra
 
IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...
IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...
IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...Lew Berman
 
Evoulution Summit_November_2015_Sundgren
Evoulution Summit_November_2015_SundgrenEvoulution Summit_November_2015_Sundgren
Evoulution Summit_November_2015_SundgrenMats Sundgren
 
Sage - Clinical Laboratory Management System
Sage - Clinical Laboratory Management SystemSage - Clinical Laboratory Management System
Sage - Clinical Laboratory Management SystemGirish Kumar Ayyappath
 
computers in clinical development
 computers in clinical development computers in clinical development
computers in clinical developmentSUJITHA MARY
 
Who needs fast data? - Journal for Clinical Studies
Who needs fast data? - Journal for Clinical Studies Who needs fast data? - Journal for Clinical Studies
Who needs fast data? - Journal for Clinical Studies KCR
 

Similar to The Use of EDC in Canadian Clinical Trials (20)

Damian o'connell - Transformation of the global clinical trials footprint in ...
Damian o'connell - Transformation of the global clinical trials footprint in ...Damian o'connell - Transformation of the global clinical trials footprint in ...
Damian o'connell - Transformation of the global clinical trials footprint in ...
 
AlvarezButler_All-About-SSIs.ppt
AlvarezButler_All-About-SSIs.pptAlvarezButler_All-About-SSIs.ppt
AlvarezButler_All-About-SSIs.ppt
 
Clinical Data Management
Clinical Data ManagementClinical Data Management
Clinical Data Management
 
Electronic Media Use in Academic Medical Center Patient Recruitment
Electronic Media Use in Academic Medical Center Patient RecruitmentElectronic Media Use in Academic Medical Center Patient Recruitment
Electronic Media Use in Academic Medical Center Patient Recruitment
 
Tufts-Veeva_2017_eClinical_Landscape_Study.pdf
Tufts-Veeva_2017_eClinical_Landscape_Study.pdfTufts-Veeva_2017_eClinical_Landscape_Study.pdf
Tufts-Veeva_2017_eClinical_Landscape_Study.pdf
 
How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...
How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...
How to Efficiently and Effectively Balance Central Monitoring with On-Site Mo...
 
Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...
Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...
Experience from Phase 3 Study Using Risk- Based Monitoring and eSource Method...
 
T R I A L M O N I T O R I N GQuality Remote Monitoring .docx
T R I A L  M O N I T O R I N GQuality Remote Monitoring .docxT R I A L  M O N I T O R I N GQuality Remote Monitoring .docx
T R I A L M O N I T O R I N GQuality Remote Monitoring .docx
 
Fs3111311134
Fs3111311134Fs3111311134
Fs3111311134
 
clinphone.ppt
clinphone.pptclinphone.ppt
clinphone.ppt
 
Steps to Overcome Information Overload in Clinical Research
Steps to Overcome Information Overload in Clinical ResearchSteps to Overcome Information Overload in Clinical Research
Steps to Overcome Information Overload in Clinical Research
 
Information Management for Health Care
Information Management for Health CareInformation Management for Health Care
Information Management for Health Care
 
Information Management in Health Care Group E presentation NUR353
Information Management in Health Care Group E presentation NUR353Information Management in Health Care Group E presentation NUR353
Information Management in Health Care Group E presentation NUR353
 
Workshop session 8 - Alternatives to CATI (1) non-probability online panels
Workshop session 8 - Alternatives to CATI (1) non-probability online panelsWorkshop session 8 - Alternatives to CATI (1) non-probability online panels
Workshop session 8 - Alternatives to CATI (1) non-probability online panels
 
Creating a roadmap to clinical trial efficiency
Creating a roadmap to clinical trial efficiencyCreating a roadmap to clinical trial efficiency
Creating a roadmap to clinical trial efficiency
 
IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...
IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...
IFD&TC 2018: A Novel Approach for Conveniently and Securely Collecting Person...
 
Evoulution Summit_November_2015_Sundgren
Evoulution Summit_November_2015_SundgrenEvoulution Summit_November_2015_Sundgren
Evoulution Summit_November_2015_Sundgren
 
Sage - Clinical Laboratory Management System
Sage - Clinical Laboratory Management SystemSage - Clinical Laboratory Management System
Sage - Clinical Laboratory Management System
 
computers in clinical development
 computers in clinical development computers in clinical development
computers in clinical development
 
Who needs fast data? - Journal for Clinical Studies
Who needs fast data? - Journal for Clinical Studies Who needs fast data? - Journal for Clinical Studies
Who needs fast data? - Journal for Clinical Studies
 

More from Khaled El Emam

Canadian AI 2014 Conference Keynote - Deploying SMC in Practice
Canadian AI 2014 Conference Keynote - Deploying SMC in PracticeCanadian AI 2014 Conference Keynote - Deploying SMC in Practice
Canadian AI 2014 Conference Keynote - Deploying SMC in PracticeKhaled El Emam
 
Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...
Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...
Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...Khaled El Emam
 
Facilitating Analytics while Protecting Privacy
Facilitating Analytics while Protecting PrivacyFacilitating Analytics while Protecting Privacy
Facilitating Analytics while Protecting PrivacyKhaled El Emam
 
Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...
Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...
Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...Khaled El Emam
 
Anonymizing Health Data
Anonymizing Health DataAnonymizing Health Data
Anonymizing Health DataKhaled El Emam
 
Sharing Health Research Data
Sharing Health Research DataSharing Health Research Data
Sharing Health Research DataKhaled El Emam
 
Risk Based De-identification for Sharing Health Data
Risk Based De-identification for Sharing Health DataRisk Based De-identification for Sharing Health Data
Risk Based De-identification for Sharing Health DataKhaled El Emam
 
The De-identification of Clinical Data
The De-identification of Clinical DataThe De-identification of Clinical Data
The De-identification of Clinical DataKhaled El Emam
 
The Adoption of Personal Health Records by Consumers
The Adoption of Personal Health Records by ConsumersThe Adoption of Personal Health Records by Consumers
The Adoption of Personal Health Records by ConsumersKhaled El Emam
 

More from Khaled El Emam (9)

Canadian AI 2014 Conference Keynote - Deploying SMC in Practice
Canadian AI 2014 Conference Keynote - Deploying SMC in PracticeCanadian AI 2014 Conference Keynote - Deploying SMC in Practice
Canadian AI 2014 Conference Keynote - Deploying SMC in Practice
 
Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...
Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...
Take Two Curves and Call Me in the Morning: The Story of the NSAs Dual_EC_DRB...
 
Facilitating Analytics while Protecting Privacy
Facilitating Analytics while Protecting PrivacyFacilitating Analytics while Protecting Privacy
Facilitating Analytics while Protecting Privacy
 
Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...
Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...
Big Data Meets Privacy:De-identification Maturity Model for Benchmarking and ...
 
Anonymizing Health Data
Anonymizing Health DataAnonymizing Health Data
Anonymizing Health Data
 
Sharing Health Research Data
Sharing Health Research DataSharing Health Research Data
Sharing Health Research Data
 
Risk Based De-identification for Sharing Health Data
Risk Based De-identification for Sharing Health DataRisk Based De-identification for Sharing Health Data
Risk Based De-identification for Sharing Health Data
 
The De-identification of Clinical Data
The De-identification of Clinical DataThe De-identification of Clinical Data
The De-identification of Clinical Data
 
The Adoption of Personal Health Records by Consumers
The Adoption of Personal Health Records by ConsumersThe Adoption of Personal Health Records by Consumers
The Adoption of Personal Health Records by Consumers
 

Recently uploaded

Call Girls Kochi Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kochi Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kochi Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...tanya dube
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...vidya singh
 
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...narwatsonia7
 
Call Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...narwatsonia7
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Dipal Arora
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...indiancallgirl4rent
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableDipal Arora
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...perfect solution
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...parulsinha
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeCall Girls Delhi
 

Recently uploaded (20)

Call Girls Kochi Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kochi Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kochi Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Bareilly Just Call 8250077686 Top Class Call Girl Service Available
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 8250077686 Top Class Call Girl Service Available
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
 
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 9332606886  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 9332606886 Meetin With Bangalore Esc...
 
Call Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 8250077686 Top Class Call Girl Service Available
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
 
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 

The Use of EDC in Canadian Clinical Trials

  • 1. The Use of EDC in Canadian Clinical Trials Khaled El Emam, CHEO RI
  • 2.
  • 3.
  • 4.
  • 5. Summary of Evidence - I Year Reported Adoption Rates 2000 12%, 10%, 15% 2001 37% use EDC on 10% to 20% of trials 11% on more than 20% of their trials 2002 17%, 29% 2003 18% 2004 20%
  • 6. Summary of Evidence - II Year Sponsors CROs 2000 11%, 8% 16%, 11% 2002 24%, 18% 24%, 16% 2003 27% 8% 2004 30% 11%
  • 7.
  • 8.
  • 9. Overall Descriptive Summary Summary Characteristic Value Registered trials which met inclusion criteria 947 Median target recruitment 226 Median number of sites (overall) 5 Median % of Canadian sites 100% Largest trial – number of sites 782 Largest trial – target recruitment 35,000 Percentage of academic trials 52.6% Percentage of pediatric trials 9%
  • 10. Comparison by Funding Source * difference significant at alpha=0.05 Academic (median) Commercial (median) Target recruitment* 130 400 Total sites* 1 39 Canadian sites (%)* 100% 11%
  • 11. Comparison by Participant Type * difference significant at alpha=0.05 Adult (median) Pediatric (median) Target recruitment* 236 141 Total sites* 6 1 Canadian sites (%)* 57% 100%
  • 12.
  • 13.
  • 14. Measuring EDC Adoption - I Level Feature(s) 1 The system provides a unique account and password for each user to access the on-line system 2 Subject visit data is entered by sites through a web interface into electronic Case Report Forms (eCRFs) The completion status of each eCRF for each subject can be tracked automatically on-line – for example, you can see which visits have complete data and which still have incomplete eCRFs for each subject The system provides an audit trail for all data entry and data modification
  • 15. Measuring EDC Adoption - II Level Feature(s) 3 Data validation happens automatically when data is entered into the eCRF (either right away or when the user presses the SUBMIT button) – for example, to check for out of range values The system will automatically log the user off after a period of inactivity 4 Subjects are randomized automatically, either through an automated telephone response system or through a web interface 5 Subject recruitment can be tracked on-line for each/your site – for example, the user can see a graph of recruited and not withdrawn subjects over time 6 The system allows tracking of medication inventory at the sites
  • 16.
  • 17.