SlideShare a Scribd company logo
FDA/INDUSTRY STATISTICS WORKSHOP:
     Washington, D.C. Sept. 29, 2006

 Statistical Issues in Medical Device
                 Trials

             George Koustenis, FDA-CDRH
             David Breiter, Boston Scientific
             Roseann White, Abbott Vascular
             George Woodworth, Univ. of Iowa
 2008/2/27                                      1
The Use of Objective Performance Criteria
(OPC) in Medical Device Evaluation

                FDA/Industry Statistics Workshop
                      September 29, 2006
                       Washington, D.C.

                        George Koustenis
                      Division of Biostatistics
              Office of Surveillance and Biometrics
2008/2/27
            Center for Devices and Radiological Health   2
               U.S. Food and Drug Administration
OBJECTIVE

    The purpose of this presentation is
    to provide a brief introduction to the
    possible use of Objective
    Performance Criteria (OPC) in the
    evaluation of medical devices during
    the regulatory approval process.

2008/2/27                                    3
DEFINITION OF OPC
    Fixed Target(s)
    Objective and Meaningful Standard
    Provides Comparison in Evaluating Safety
    and Effectiveness
    Usually a Rate
    Surrogate for Control Group
    Benchmark for Minimally Acceptable
    Values
    Not a Control Group
2008/2/27                                  4
CONTROLS
    Standard Comparison for an
    Experimental Treatment
    Group of Patients with Same
    Condition, Demographics, &
    Prognostic Values
    By Controlling for as Many Variables
    as Possible – Any Differences are
    Presumed Due to New Intervention

2008/2/27                                  5
TYPES OF CONTROLS
    Concurrent Randomized Controlled Trial
    (RCT)
    The Gold Standard
    Effectively Minimizes Bias
    Effectively Balances Demographics &
    Unknowns
    Supports Basic Assumptions of Standard
    Statistical Methodology


2008/2/27                                    6
Historical Controls
    Compares Current Therapy & Patients
    Against Others Studied in Previous
    Investigations
    Not Randomized to Current Conditions
    May Be Too Far Removed in Time
    Very Difficult to Validate the Data from
    Historical Trials
    Tend to Produce More Positive Results

2008/2/27                                      7
ESTIMATES OF OPC’S
    Necessarily Driven by Historical Data
    Requires Appropriate Pooling of
    Different Investigations
    OPC’s Inherit All of Problems Seen
    with Historical Controls
    Even Sophisticated
    Pooling/Analytical Techniques
    Cannot Eliminate Basic Problems
2008/2/27                               8
USE OF OPC’s In CDRH
    Some Current Use of OPC’s
    Cardiac Ablation Catheters
    Replacement Heart Valves
    Ophthalmics
    Hip Replacement Systems



2008/2/27                        9
USE OF OPC’s In DEVICE
TRIALS
    Given that the use of OPC represents
    a significant departure from the
    standard scientific approach to the
    design and analysis of medical
    device clinical trials, the question
    now becomes: when might it be
    appropriate to use this type of non-
    control comparison in the medical
    device approval process?
2008/2/27                              10
CITED ADVANTAGES Of OPC’s

    Smaller Sample Size
    Standard Value for All Sponsors
    Save Time and Money
    Easier to Execute
    I.E. – “Least Burdensome”



2008/2/27                             11
DISADVANTAGES Of OPC’s
    All the Problems Associated with
    Historical Controls
    Problems with Validity of Data & Analysis
    Problems with Advances in Practice of
    Medicine
    May be Disagreement on Final OPC Value
    Problems with Single Arm Trials
    Selection Bias
    May Not See Pre-Post Benefits
2008/2/27                                       12
DISADVANTAGES Of OPC’s
    May Not Be Least Burdensome
    Smaller Sample Size? N=100 or 150?
    Time and Resource Intensive to Develop
    Sets a Minimum Standard
    Superiority?
    Older and Older Data
    Protect and Promote the Public Health?

2008/2/27                                    13
WHEN MIGHT OPC’s Be USED?

    History of OPC’s in Medical Devices

    Non-Experimental or Quasi-
    Experimental Designs May be Valid
    in Certain Situations



2008/2/27                                 14
MINIMUM REQUIREMENTS
WHEN OPC’s MIGHT Be USED
    Great Deal is Known About the
    Natural History of the Disease or
    Condition
    Underlying Patient Population is Well
    Described & Relatively Stable
    Extensive Clinical History &
    Experience with This Device

2008/2/27                               15
MINIMUM REQUIREMENTS
WHEN OPC’s MIGHT Be USED
(cont.)
    Stable and Well Known Standard of Care
    Appropriate Ancillary Technology is
    Relatively Stable
    No Significant New Questions of Safety or
    Effectiveness
    Consensus Among FDA, Industry, Clinical,
    Academic and Patient Communities
    Expectation of Significantly Positive
    Treatment Effect

2008/2/27                                   16
HOW SHOULD OPC’s BE
DERIVED?
    Data Driven
    Rigorous And Scientifically Valid
    Methodologies
    Valid Databases
    Appropriate Statistical Modeling
    Appropriately Designed and Powered
    Pivotal Trial
    Periodical Re-Evaluation and Updating the
    OPC’s
2008/2/27                                   17
OTHER IMPORTANT OPC
ISSUES
    All Parties Must Have a Clear
    Understanding of the OPC in Medical
    Device Trials – Success and Failure
    OPC’s Already in Limited Use in Device
    Trials
    No Current General Policy of OPC Use in
    CDRH
    Need for Comprehensive, Coherent, and
    Consistent OPC Policy for Device Trials

2008/2/27                                     18
WHAT SHOULD THIS POLICY
CONTAIN?
    Clear Definitions of All Appropriate Terms
    Established Guidance on Minimum Standards for
    a Device or Device Class
    Specific Roles Played by FDA, Industry, Clinical
    Community, Academia and Other Interested
    Parties
    Provisions for Periodic Updating of OPC
    Specific Guidance on Methodology to Derive an
    OPC
    Unambiguous Policy Regarding Failure to Meet
    OPC
2008/2/27                                          19
SUMMARY

     An introduction to the history and use of
     Objective Performance Criteria (OPC) in medical
     device evaluation
     Advantages and disadvantages of OPC’s
     When and how OPC might be used & developed
     Discussed the need for developing a CDRH policy
     regarding use of OPC in medical device trials
     General outline of this policy is presented in an
     effort to begin dialogue between CDRH, industry,
     clinical community & other interested parties

2008/2/27                                           20
REFERENCES

    Please see accompanying brief
    commentary

    Request electronic copy from
    george.koustenis@fda.hhs.gov


2008/2/27                           21
Q&A




2008/2/27   22

More Related Content

What's hot

FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...
FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...
FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...
MedicReS
 
Posterior Segment Company Showcase - Notal vision
Posterior Segment Company Showcase - Notal visionPosterior Segment Company Showcase - Notal vision
Posterior Segment Company Showcase - Notal vision
Healthegy
 
The Implementation of ICH Development Safety Update Report (DSUR) Guidance
The Implementation of ICH Development Safety Update Report (DSUR) GuidanceThe Implementation of ICH Development Safety Update Report (DSUR) Guidance
The Implementation of ICH Development Safety Update Report (DSUR) Guidance
Angelo Tinazzi
 
MedDRA Coding - Katalyst HLS
MedDRA Coding - Katalyst HLSMedDRA Coding - Katalyst HLS
MedDRA Coding - Katalyst HLS
Katalyst HLS
 
Posterior Segment Company Showcase - PanOptica
Posterior Segment Company Showcase - PanOpticaPosterior Segment Company Showcase - PanOptica
Posterior Segment Company Showcase - PanOptica
Healthegy
 
40718
4071840718
40718
aerope
 
Visioning the Next Decade: NIPTE-FDA Collaboration
Visioning the Next Decade: NIPTE-FDA CollaborationVisioning the Next Decade: NIPTE-FDA Collaboration
Visioning the Next Decade: NIPTE-FDA Collaboration
Ajaz Hussain
 
Coronary Disease Global Clinical Trials Review, H1, 2012
Coronary Disease Global Clinical Trials Review, H1, 2012Coronary Disease Global Clinical Trials Review, H1, 2012
Coronary Disease Global Clinical Trials Review, H1, 2012
ReportLinker.com
 
mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...
mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...
mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...
Levi Shapiro
 
clinical-evaluation-report (CER)
clinical-evaluation-report (CER)clinical-evaluation-report (CER)
clinical-evaluation-report (CER)
PEPGRA Healthcare
 
Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...
Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...
Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...
Healthegy
 
Medical Devices and Embase webinar - 18 Sept
Medical Devices and Embase webinar - 18 Sept Medical Devices and Embase webinar - 18 Sept
Medical Devices and Embase webinar - 18 Sept
Ann-Marie Roche
 
RETINA COMPANY SHOWCASE- Ocular Therapeutix
RETINA COMPANY SHOWCASE- Ocular TherapeutixRETINA COMPANY SHOWCASE- Ocular Therapeutix
RETINA COMPANY SHOWCASE- Ocular Therapeutix
Healthegy
 
CHIR Best Brains Exchange 22 January 2016
CHIR Best Brains Exchange 22 January 2016CHIR Best Brains Exchange 22 January 2016
CHIR Best Brains Exchange 22 January 2016
Ajaz Hussain
 
Ophthalmic Innovation 2016 - "A View From The NEI"
Ophthalmic Innovation 2016 - "A View From The NEI"Ophthalmic Innovation 2016 - "A View From The NEI"
Ophthalmic Innovation 2016 - "A View From The NEI"
Healthegy
 
Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...
Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...
Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...
Healthegy
 
OPHTHALMOLOGY INNOVATION SHOWCASE - Ocular Therapeutix
OPHTHALMOLOGY INNOVATION SHOWCASE - Ocular TherapeutixOPHTHALMOLOGY INNOVATION SHOWCASE - Ocular Therapeutix
OPHTHALMOLOGY INNOVATION SHOWCASE - Ocular Therapeutix
Healthegy
 
Presentation: Regulation of autologous cells and tissues
Presentation: Regulation of autologous cells and tissuesPresentation: Regulation of autologous cells and tissues
Presentation: Regulation of autologous cells and tissues
TGA Australia
 
Posterior Segment Company Showcase - Opthea
Posterior Segment Company Showcase - OptheaPosterior Segment Company Showcase - Opthea
Posterior Segment Company Showcase - Opthea
Healthegy
 
Clinical Evaluation Report for Medical Devices
Clinical Evaluation Report for Medical DevicesClinical Evaluation Report for Medical Devices
Clinical Evaluation Report for Medical Devices
I 3 Consulting
 

What's hot (20)

FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...
FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...
FDA 2013 Clinical Investigator Training Course: Issues in Clinical Trials Des...
 
Posterior Segment Company Showcase - Notal vision
Posterior Segment Company Showcase - Notal visionPosterior Segment Company Showcase - Notal vision
Posterior Segment Company Showcase - Notal vision
 
The Implementation of ICH Development Safety Update Report (DSUR) Guidance
The Implementation of ICH Development Safety Update Report (DSUR) GuidanceThe Implementation of ICH Development Safety Update Report (DSUR) Guidance
The Implementation of ICH Development Safety Update Report (DSUR) Guidance
 
MedDRA Coding - Katalyst HLS
MedDRA Coding - Katalyst HLSMedDRA Coding - Katalyst HLS
MedDRA Coding - Katalyst HLS
 
Posterior Segment Company Showcase - PanOptica
Posterior Segment Company Showcase - PanOpticaPosterior Segment Company Showcase - PanOptica
Posterior Segment Company Showcase - PanOptica
 
40718
4071840718
40718
 
Visioning the Next Decade: NIPTE-FDA Collaboration
Visioning the Next Decade: NIPTE-FDA CollaborationVisioning the Next Decade: NIPTE-FDA Collaboration
Visioning the Next Decade: NIPTE-FDA Collaboration
 
Coronary Disease Global Clinical Trials Review, H1, 2012
Coronary Disease Global Clinical Trials Review, H1, 2012Coronary Disease Global Clinical Trials Review, H1, 2012
Coronary Disease Global Clinical Trials Review, H1, 2012
 
mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...
mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...
mHealth Israel_The New Regulatory Challenges in Europe The Clinical Evaluatio...
 
clinical-evaluation-report (CER)
clinical-evaluation-report (CER)clinical-evaluation-report (CER)
clinical-evaluation-report (CER)
 
Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...
Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...
Public Device & Biopharma Ophthalmology Company Showcase - Adverum Biotechnol...
 
Medical Devices and Embase webinar - 18 Sept
Medical Devices and Embase webinar - 18 Sept Medical Devices and Embase webinar - 18 Sept
Medical Devices and Embase webinar - 18 Sept
 
RETINA COMPANY SHOWCASE- Ocular Therapeutix
RETINA COMPANY SHOWCASE- Ocular TherapeutixRETINA COMPANY SHOWCASE- Ocular Therapeutix
RETINA COMPANY SHOWCASE- Ocular Therapeutix
 
CHIR Best Brains Exchange 22 January 2016
CHIR Best Brains Exchange 22 January 2016CHIR Best Brains Exchange 22 January 2016
CHIR Best Brains Exchange 22 January 2016
 
Ophthalmic Innovation 2016 - "A View From The NEI"
Ophthalmic Innovation 2016 - "A View From The NEI"Ophthalmic Innovation 2016 - "A View From The NEI"
Ophthalmic Innovation 2016 - "A View From The NEI"
 
Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...
Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...
Public Device & Biopharma Ophthalmology Company Showcase - Inotek Pharmaceuti...
 
OPHTHALMOLOGY INNOVATION SHOWCASE - Ocular Therapeutix
OPHTHALMOLOGY INNOVATION SHOWCASE - Ocular TherapeutixOPHTHALMOLOGY INNOVATION SHOWCASE - Ocular Therapeutix
OPHTHALMOLOGY INNOVATION SHOWCASE - Ocular Therapeutix
 
Presentation: Regulation of autologous cells and tissues
Presentation: Regulation of autologous cells and tissuesPresentation: Regulation of autologous cells and tissues
Presentation: Regulation of autologous cells and tissues
 
Posterior Segment Company Showcase - Opthea
Posterior Segment Company Showcase - OptheaPosterior Segment Company Showcase - Opthea
Posterior Segment Company Showcase - Opthea
 
Clinical Evaluation Report for Medical Devices
Clinical Evaluation Report for Medical DevicesClinical Evaluation Report for Medical Devices
Clinical Evaluation Report for Medical Devices
 

Similar to Statistical Issues In Medical Device Trials

Comparative Effectiveness Research:: Threat or Opportunity
Comparative Effectiveness Research:: Threat or OpportunityComparative Effectiveness Research:: Threat or Opportunity
Comparative Effectiveness Research:: Threat or Opportunity
Edward Berger
 
Integrate RWE into clinical development
Integrate RWE into clinical developmentIntegrate RWE into clinical development
Integrate RWE into clinical development
IMSHealthRWES
 
Challenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials DataChallenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials Data
CitiusTech
 
Towse NDDP implications for drug development
Towse NDDP implications for drug developmentTowse NDDP implications for drug development
Towse NDDP implications for drug development
Office of Health Economics
 
Rodney POC
Rodney POCRodney POC
Rodney POC
Rodney Cotton
 
Dr. Davy Cheng
Dr. Davy ChengDr. Davy Cheng
Dr. Davy Cheng
ichil
 
Critical Path Initiative Challenges
Critical  Path  Initiative  ChallengesCritical  Path  Initiative  Challenges
Critical Path Initiative Challenges
Landmark
 
Postmarket Surveillance Medical Devices
Postmarket Surveillance   Medical DevicesPostmarket Surveillance   Medical Devices
Postmarket Surveillance Medical Devices
Jacobe2008
 
Clinical development of biopharmaceuticals in India
Clinical development of biopharmaceuticals in IndiaClinical development of biopharmaceuticals in India
Clinical development of biopharmaceuticals in India
Bhaswat Chakraborty
 
Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012
Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012
Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012
kamynevy
 
Four strategies to upgrade clinical trial quality in this computerized world ...
Four strategies to upgrade clinical trial quality in this computerized world ...Four strategies to upgrade clinical trial quality in this computerized world ...
Four strategies to upgrade clinical trial quality in this computerized world ...
Pubrica
 
citc-rwe-8dec2021_v2.pdf
citc-rwe-8dec2021_v2.pdfcitc-rwe-8dec2021_v2.pdf
citc-rwe-8dec2021_v2.pdf
ssuser660bb1
 
Academic Clinical Trial
Academic Clinical Trial Academic Clinical Trial
Academic Clinical Trial
Airra Pagdato
 
PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...
PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...
PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...
The Statistical and Applied Mathematical Sciences Institute
 
Principles of drug trial in cardiology
Principles of drug trial in cardiology Principles of drug trial in cardiology
Principles of drug trial in cardiology
https://aiimsbhubaneswar.nic.in/
 
Chap2 CTPMR, 2nd Ed. 2016
Chap2 CTPMR, 2nd Ed. 2016Chap2 CTPMR, 2nd Ed. 2016
Chap2 CTPMR, 2nd Ed. 2016
Eric Dollins
 
Multiplex
MultiplexMultiplex
Multiplex
satybodh tadsare
 
healthcare
healthcarehealthcare
healthcare
ArthurKKAI
 
Evidence Based Laboratory Medicine
Evidence Based Laboratory MedicineEvidence Based Laboratory Medicine
Evidence Based Laboratory Medicine
LAB IDEA
 
NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...
NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...
NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...
CGC, LANDRAN
 

Similar to Statistical Issues In Medical Device Trials (20)

Comparative Effectiveness Research:: Threat or Opportunity
Comparative Effectiveness Research:: Threat or OpportunityComparative Effectiveness Research:: Threat or Opportunity
Comparative Effectiveness Research:: Threat or Opportunity
 
Integrate RWE into clinical development
Integrate RWE into clinical developmentIntegrate RWE into clinical development
Integrate RWE into clinical development
 
Challenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials DataChallenges and Opportunities Around Integration of Clinical Trials Data
Challenges and Opportunities Around Integration of Clinical Trials Data
 
Towse NDDP implications for drug development
Towse NDDP implications for drug developmentTowse NDDP implications for drug development
Towse NDDP implications for drug development
 
Rodney POC
Rodney POCRodney POC
Rodney POC
 
Dr. Davy Cheng
Dr. Davy ChengDr. Davy Cheng
Dr. Davy Cheng
 
Critical Path Initiative Challenges
Critical  Path  Initiative  ChallengesCritical  Path  Initiative  Challenges
Critical Path Initiative Challenges
 
Postmarket Surveillance Medical Devices
Postmarket Surveillance   Medical DevicesPostmarket Surveillance   Medical Devices
Postmarket Surveillance Medical Devices
 
Clinical development of biopharmaceuticals in India
Clinical development of biopharmaceuticals in IndiaClinical development of biopharmaceuticals in India
Clinical development of biopharmaceuticals in India
 
Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012
Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012
Pharmacovigilance in India -Dr. Kamlesh Patel for global bioclinical 2012
 
Four strategies to upgrade clinical trial quality in this computerized world ...
Four strategies to upgrade clinical trial quality in this computerized world ...Four strategies to upgrade clinical trial quality in this computerized world ...
Four strategies to upgrade clinical trial quality in this computerized world ...
 
citc-rwe-8dec2021_v2.pdf
citc-rwe-8dec2021_v2.pdfcitc-rwe-8dec2021_v2.pdf
citc-rwe-8dec2021_v2.pdf
 
Academic Clinical Trial
Academic Clinical Trial Academic Clinical Trial
Academic Clinical Trial
 
PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...
PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...
PMED: APPM Workshop: Challenges in Using Bayesian Analysis Approaches for Reg...
 
Principles of drug trial in cardiology
Principles of drug trial in cardiology Principles of drug trial in cardiology
Principles of drug trial in cardiology
 
Chap2 CTPMR, 2nd Ed. 2016
Chap2 CTPMR, 2nd Ed. 2016Chap2 CTPMR, 2nd Ed. 2016
Chap2 CTPMR, 2nd Ed. 2016
 
Multiplex
MultiplexMultiplex
Multiplex
 
healthcare
healthcarehealthcare
healthcare
 
Evidence Based Laboratory Medicine
Evidence Based Laboratory MedicineEvidence Based Laboratory Medicine
Evidence Based Laboratory Medicine
 
NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...
NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...
NISHA YADAV ROLLNO. 2116102 PRESENTATION ON DEVELOPING CLINICAL TRIAL PROTOCO...
 

More from Jacobe2008

數位學院:快樂經濟學
數位學院:快樂經濟學數位學院:快樂經濟學
數位學院:快樂經濟學
Jacobe2008
 
答案,在你心中
答案,在你心中答案,在你心中
答案,在你心中
Jacobe2008
 
這一生都是你的機會
這一生都是你的機會這一生都是你的機會
這一生都是你的機會
Jacobe2008
 
這一生,你為何而來?
這一生,你為何而來?這一生,你為何而來?
這一生,你為何而來?
Jacobe2008
 
深思考
深思考深思考
深思考
Jacobe2008
 
很棒的文章【偶爾】
很棒的文章【偶爾】很棒的文章【偶爾】
很棒的文章【偶爾】
Jacobe2008
 
多點思考更能放鬆
多點思考更能放鬆多點思考更能放鬆
多點思考更能放鬆
Jacobe2008
 
先別急著吃棉花糖
先別急著吃棉花糖先別急著吃棉花糖
先別急著吃棉花糖
Jacobe2008
 
正面思考的威力
正面思考的威力正面思考的威力
正面思考的威力
Jacobe2008
 
China Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical DeviceChina Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical Device
Jacobe2008
 
Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...
Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...
Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...
Jacobe2008
 
Risk Management
Risk ManagementRisk Management
Risk Management
Jacobe2008
 
Medical Device Administration In China
Medical Device Administration In ChinaMedical Device Administration In China
Medical Device Administration In China
Jacobe2008
 
China Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical DeviceChina Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical Device
Jacobe2008
 
Medical Device Regulations Global Overview And Guiding Principles
Medical Device Regulations   Global Overview And Guiding PrinciplesMedical Device Regulations   Global Overview And Guiding Principles
Medical Device Regulations Global Overview And Guiding Principles
Jacobe2008
 
Japan Medical Devices Market
Japan Medical Devices MarketJapan Medical Devices Market
Japan Medical Devices Market
Jacobe2008
 
Emc–Safety Weee–Ro Hs Compliance Overview
Emc–Safety Weee–Ro Hs Compliance OverviewEmc–Safety Weee–Ro Hs Compliance Overview
Emc–Safety Weee–Ro Hs Compliance Overview
Jacobe2008
 
The Regulation Of Medical Device In China
The Regulation Of Medical Device In ChinaThe Regulation Of Medical Device In China
The Regulation Of Medical Device In China
Jacobe2008
 

More from Jacobe2008 (18)

數位學院:快樂經濟學
數位學院:快樂經濟學數位學院:快樂經濟學
數位學院:快樂經濟學
 
答案,在你心中
答案,在你心中答案,在你心中
答案,在你心中
 
這一生都是你的機會
這一生都是你的機會這一生都是你的機會
這一生都是你的機會
 
這一生,你為何而來?
這一生,你為何而來?這一生,你為何而來?
這一生,你為何而來?
 
深思考
深思考深思考
深思考
 
很棒的文章【偶爾】
很棒的文章【偶爾】很棒的文章【偶爾】
很棒的文章【偶爾】
 
多點思考更能放鬆
多點思考更能放鬆多點思考更能放鬆
多點思考更能放鬆
 
先別急著吃棉花糖
先別急著吃棉花糖先別急著吃棉花糖
先別急著吃棉花糖
 
正面思考的威力
正面思考的威力正面思考的威力
正面思考的威力
 
China Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical DeviceChina Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical Device
 
Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...
Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...
Federal Regulatory Issues Us Food And Drug Administration Medical Device Amen...
 
Risk Management
Risk ManagementRisk Management
Risk Management
 
Medical Device Administration In China
Medical Device Administration In ChinaMedical Device Administration In China
Medical Device Administration In China
 
China Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical DeviceChina Compulsory Certification Requirement And Procedures Of Medical Device
China Compulsory Certification Requirement And Procedures Of Medical Device
 
Medical Device Regulations Global Overview And Guiding Principles
Medical Device Regulations   Global Overview And Guiding PrinciplesMedical Device Regulations   Global Overview And Guiding Principles
Medical Device Regulations Global Overview And Guiding Principles
 
Japan Medical Devices Market
Japan Medical Devices MarketJapan Medical Devices Market
Japan Medical Devices Market
 
Emc–Safety Weee–Ro Hs Compliance Overview
Emc–Safety Weee–Ro Hs Compliance OverviewEmc–Safety Weee–Ro Hs Compliance Overview
Emc–Safety Weee–Ro Hs Compliance Overview
 
The Regulation Of Medical Device In China
The Regulation Of Medical Device In ChinaThe Regulation Of Medical Device In China
The Regulation Of Medical Device In China
 

Recently uploaded

Importance of community participation in development projects.pdf
Importance of community participation in development projects.pdfImportance of community participation in development projects.pdf
Importance of community participation in development projects.pdf
krisretro1
 
How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...
How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...
How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...
beulahfernandes8
 
Ending stagnation: How to boost prosperity across Scotland
Ending stagnation: How to boost prosperity across ScotlandEnding stagnation: How to boost prosperity across Scotland
Ending stagnation: How to boost prosperity across Scotland
ResolutionFoundation
 
BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...
BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...
BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...
Neil Day
 
Economic Risk Factor Update: June 2024 [SlideShare]
Economic Risk Factor Update: June 2024 [SlideShare]Economic Risk Factor Update: June 2024 [SlideShare]
Economic Risk Factor Update: June 2024 [SlideShare]
Commonwealth
 
China's Investment Leader - Dr. Alyce SU
China's Investment Leader - Dr. Alyce SUChina's Investment Leader - Dr. Alyce SU
China's Investment Leader - Dr. Alyce SU
msthrill
 
Accounting Information Systems (AIS).pptx
Accounting Information Systems (AIS).pptxAccounting Information Systems (AIS).pptx
Accounting Information Systems (AIS).pptx
TIZITAWMASRESHA
 
PM pre reads for the product manager framework
PM pre reads for the product manager frameworkPM pre reads for the product manager framework
PM pre reads for the product manager framework
KishoreKatta6
 
Initial Public Offering (IPO) Process.ppt
Initial Public Offering (IPO) Process.pptInitial Public Offering (IPO) Process.ppt
Initial Public Offering (IPO) Process.ppt
ribhi87
 
Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...
Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...
Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...
Suomen Pankki
 
Chapter 25: Economic Growth Summary from Samuelson and Nordhaus
Chapter 25: Economic Growth Summary from Samuelson and NordhausChapter 25: Economic Growth Summary from Samuelson and Nordhaus
Chapter 25: Economic Growth Summary from Samuelson and Nordhaus
iraangeles4
 
欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】
欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】
欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】
mukeshomran942
 
Economic trends from a business point of view (May 2024)
Economic trends from a business point of view (May 2024)Economic trends from a business point of view (May 2024)
Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...
Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...
Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...
nimaruinazawa258
 
欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】
欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】
欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】
brunasordi905
 
一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理
一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理
一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理
vpqasyb
 
Macroeconomic-digest-of-Ukraine-0624-Eng.pdf
Macroeconomic-digest-of-Ukraine-0624-Eng.pdfMacroeconomic-digest-of-Ukraine-0624-Eng.pdf
Macroeconomic-digest-of-Ukraine-0624-Eng.pdf
olaola5673
 
真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样
真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样
真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样
28xo7hf
 
How to Use Payment Vouchers in Odoo 18.
How to Use Payment Vouchers in  Odoo 18.How to Use Payment Vouchers in  Odoo 18.
How to Use Payment Vouchers in Odoo 18.
FinShe
 
How to Identify the Best Crypto to Buy Now in 2024.pdf
How to Identify the Best Crypto to Buy Now in 2024.pdfHow to Identify the Best Crypto to Buy Now in 2024.pdf
How to Identify the Best Crypto to Buy Now in 2024.pdf
Kezex (KZX)
 

Recently uploaded (20)

Importance of community participation in development projects.pdf
Importance of community participation in development projects.pdfImportance of community participation in development projects.pdf
Importance of community participation in development projects.pdf
 
How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...
How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...
How Poonawalla Fincorp and IndusInd Bank’s Co-Branded RuPay Credit Card Cater...
 
Ending stagnation: How to boost prosperity across Scotland
Ending stagnation: How to boost prosperity across ScotlandEnding stagnation: How to boost prosperity across Scotland
Ending stagnation: How to boost prosperity across Scotland
 
BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...
BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...
BIHC Briefing June 2024 from Bank+Insurance Hybrid Capital in association wit...
 
Economic Risk Factor Update: June 2024 [SlideShare]
Economic Risk Factor Update: June 2024 [SlideShare]Economic Risk Factor Update: June 2024 [SlideShare]
Economic Risk Factor Update: June 2024 [SlideShare]
 
China's Investment Leader - Dr. Alyce SU
China's Investment Leader - Dr. Alyce SUChina's Investment Leader - Dr. Alyce SU
China's Investment Leader - Dr. Alyce SU
 
Accounting Information Systems (AIS).pptx
Accounting Information Systems (AIS).pptxAccounting Information Systems (AIS).pptx
Accounting Information Systems (AIS).pptx
 
PM pre reads for the product manager framework
PM pre reads for the product manager frameworkPM pre reads for the product manager framework
PM pre reads for the product manager framework
 
Initial Public Offering (IPO) Process.ppt
Initial Public Offering (IPO) Process.pptInitial Public Offering (IPO) Process.ppt
Initial Public Offering (IPO) Process.ppt
 
Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...
Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...
Governor Olli Rehn: Inflation down and recovery supported by interest rate cu...
 
Chapter 25: Economic Growth Summary from Samuelson and Nordhaus
Chapter 25: Economic Growth Summary from Samuelson and NordhausChapter 25: Economic Growth Summary from Samuelson and Nordhaus
Chapter 25: Economic Growth Summary from Samuelson and Nordhaus
 
欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】
欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】
欧洲杯足彩-欧洲杯足彩押注-欧洲杯足彩押注官网|【​网址​🎉ac99.net🎉​】
 
Economic trends from a business point of view (May 2024)
Economic trends from a business point of view (May 2024)Economic trends from a business point of view (May 2024)
Economic trends from a business point of view (May 2024)
 
Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...
Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...
Tdasx: Interpreting the 2024 Cryptocurrency Market Funding Trends and Technol...
 
欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】
欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】
欧洲杯投注-欧洲杯投注买球-欧洲杯投注买球网|【​网址​🎉ac22.net🎉​】
 
一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理
一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理
一比一原版宾夕法尼亚大学毕业证(UPenn毕业证书)学历如何办理
 
Macroeconomic-digest-of-Ukraine-0624-Eng.pdf
Macroeconomic-digest-of-Ukraine-0624-Eng.pdfMacroeconomic-digest-of-Ukraine-0624-Eng.pdf
Macroeconomic-digest-of-Ukraine-0624-Eng.pdf
 
真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样
真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样
真实可查(nwu毕业证书)美国西北大学毕业证学位证书范本原版一模一样
 
How to Use Payment Vouchers in Odoo 18.
How to Use Payment Vouchers in  Odoo 18.How to Use Payment Vouchers in  Odoo 18.
How to Use Payment Vouchers in Odoo 18.
 
How to Identify the Best Crypto to Buy Now in 2024.pdf
How to Identify the Best Crypto to Buy Now in 2024.pdfHow to Identify the Best Crypto to Buy Now in 2024.pdf
How to Identify the Best Crypto to Buy Now in 2024.pdf
 

Statistical Issues In Medical Device Trials

  • 1. FDA/INDUSTRY STATISTICS WORKSHOP: Washington, D.C. Sept. 29, 2006 Statistical Issues in Medical Device Trials George Koustenis, FDA-CDRH David Breiter, Boston Scientific Roseann White, Abbott Vascular George Woodworth, Univ. of Iowa 2008/2/27 1
  • 2. The Use of Objective Performance Criteria (OPC) in Medical Device Evaluation FDA/Industry Statistics Workshop September 29, 2006 Washington, D.C. George Koustenis Division of Biostatistics Office of Surveillance and Biometrics 2008/2/27 Center for Devices and Radiological Health 2 U.S. Food and Drug Administration
  • 3. OBJECTIVE The purpose of this presentation is to provide a brief introduction to the possible use of Objective Performance Criteria (OPC) in the evaluation of medical devices during the regulatory approval process. 2008/2/27 3
  • 4. DEFINITION OF OPC Fixed Target(s) Objective and Meaningful Standard Provides Comparison in Evaluating Safety and Effectiveness Usually a Rate Surrogate for Control Group Benchmark for Minimally Acceptable Values Not a Control Group 2008/2/27 4
  • 5. CONTROLS Standard Comparison for an Experimental Treatment Group of Patients with Same Condition, Demographics, & Prognostic Values By Controlling for as Many Variables as Possible – Any Differences are Presumed Due to New Intervention 2008/2/27 5
  • 6. TYPES OF CONTROLS Concurrent Randomized Controlled Trial (RCT) The Gold Standard Effectively Minimizes Bias Effectively Balances Demographics & Unknowns Supports Basic Assumptions of Standard Statistical Methodology 2008/2/27 6
  • 7. Historical Controls Compares Current Therapy & Patients Against Others Studied in Previous Investigations Not Randomized to Current Conditions May Be Too Far Removed in Time Very Difficult to Validate the Data from Historical Trials Tend to Produce More Positive Results 2008/2/27 7
  • 8. ESTIMATES OF OPC’S Necessarily Driven by Historical Data Requires Appropriate Pooling of Different Investigations OPC’s Inherit All of Problems Seen with Historical Controls Even Sophisticated Pooling/Analytical Techniques Cannot Eliminate Basic Problems 2008/2/27 8
  • 9. USE OF OPC’s In CDRH Some Current Use of OPC’s Cardiac Ablation Catheters Replacement Heart Valves Ophthalmics Hip Replacement Systems 2008/2/27 9
  • 10. USE OF OPC’s In DEVICE TRIALS Given that the use of OPC represents a significant departure from the standard scientific approach to the design and analysis of medical device clinical trials, the question now becomes: when might it be appropriate to use this type of non- control comparison in the medical device approval process? 2008/2/27 10
  • 11. CITED ADVANTAGES Of OPC’s Smaller Sample Size Standard Value for All Sponsors Save Time and Money Easier to Execute I.E. – “Least Burdensome” 2008/2/27 11
  • 12. DISADVANTAGES Of OPC’s All the Problems Associated with Historical Controls Problems with Validity of Data & Analysis Problems with Advances in Practice of Medicine May be Disagreement on Final OPC Value Problems with Single Arm Trials Selection Bias May Not See Pre-Post Benefits 2008/2/27 12
  • 13. DISADVANTAGES Of OPC’s May Not Be Least Burdensome Smaller Sample Size? N=100 or 150? Time and Resource Intensive to Develop Sets a Minimum Standard Superiority? Older and Older Data Protect and Promote the Public Health? 2008/2/27 13
  • 14. WHEN MIGHT OPC’s Be USED? History of OPC’s in Medical Devices Non-Experimental or Quasi- Experimental Designs May be Valid in Certain Situations 2008/2/27 14
  • 15. MINIMUM REQUIREMENTS WHEN OPC’s MIGHT Be USED Great Deal is Known About the Natural History of the Disease or Condition Underlying Patient Population is Well Described & Relatively Stable Extensive Clinical History & Experience with This Device 2008/2/27 15
  • 16. MINIMUM REQUIREMENTS WHEN OPC’s MIGHT Be USED (cont.) Stable and Well Known Standard of Care Appropriate Ancillary Technology is Relatively Stable No Significant New Questions of Safety or Effectiveness Consensus Among FDA, Industry, Clinical, Academic and Patient Communities Expectation of Significantly Positive Treatment Effect 2008/2/27 16
  • 17. HOW SHOULD OPC’s BE DERIVED? Data Driven Rigorous And Scientifically Valid Methodologies Valid Databases Appropriate Statistical Modeling Appropriately Designed and Powered Pivotal Trial Periodical Re-Evaluation and Updating the OPC’s 2008/2/27 17
  • 18. OTHER IMPORTANT OPC ISSUES All Parties Must Have a Clear Understanding of the OPC in Medical Device Trials – Success and Failure OPC’s Already in Limited Use in Device Trials No Current General Policy of OPC Use in CDRH Need for Comprehensive, Coherent, and Consistent OPC Policy for Device Trials 2008/2/27 18
  • 19. WHAT SHOULD THIS POLICY CONTAIN? Clear Definitions of All Appropriate Terms Established Guidance on Minimum Standards for a Device or Device Class Specific Roles Played by FDA, Industry, Clinical Community, Academia and Other Interested Parties Provisions for Periodic Updating of OPC Specific Guidance on Methodology to Derive an OPC Unambiguous Policy Regarding Failure to Meet OPC 2008/2/27 19
  • 20. SUMMARY An introduction to the history and use of Objective Performance Criteria (OPC) in medical device evaluation Advantages and disadvantages of OPC’s When and how OPC might be used & developed Discussed the need for developing a CDRH policy regarding use of OPC in medical device trials General outline of this policy is presented in an effort to begin dialogue between CDRH, industry, clinical community & other interested parties 2008/2/27 20
  • 21. REFERENCES Please see accompanying brief commentary Request electronic copy from george.koustenis@fda.hhs.gov 2008/2/27 21