SlideShare a Scribd company logo
Anatomy and Physiology of
Clinical Research
Srini Tridandapani, PhD MD
Department of Radiology and Imaging
Sciences
Emory University
Goal
• To understand the anatomy and physiology
of clinical research, i.e., understand the
principles of study design, analysis,
reporting and bias
Learning Objectives
At the end of this lecture you should be able
• To enumerate the various elements of a
research study
• To describe how the elements of the a
research study interact
• To name the two major classes of error in
research studies
Clinical Research
• Anatomy: What it’s
made of…
– Research question
– Design
– Subjects
– Measurements
– Sample size calculation
• Physiology: How it
works…
– Make valid inferences
– What happened in the
study sample
– How does it generalize
to the world outside
– How to  errors,
random and systematic
Anatomy of Research:
What it’s Made of
Anatomy: Outline of Study
Protocol
Element Purpose
Research Questions What questions will the study address?
Background and Significance Why are these questions important?
Design
(Time frame, epidemiologic approach)
How is the study structured?
Subjects
(Selection criteria, sampling design)
Who are the subjects and how will they
be selected?
Variables
(Predictor variables, confounding
variables, outcome variables)
What measurements will be made?
Statistical issues
(Hypotheses, sample size, analytic
approach)
How large is the study and how will it
be analyzed?
Anatomy: Outline of Study
Protocol
Element Purpose
Research Questions What questions will the study
address?
Background and Significance Why are these questions important?
Design
(Time frame, epidemiologic approach)
How is the study structured?
Subjects
(Selection criteria, sampling design)
Who are the subjects and how will they
be selected?
Variables
(Predictor variables, confounding
variables, outcome variables)
What measurements will be made?
Statistical issues
(Hypotheses, sample size, analytic
approach)
How large is the study and how will it
be analyzed?
Research Question
• Objective of the study
• Starts as a general question, but must be
narrowed down to a concrete, researchable
issue
• Example:
– Should people eat more fish?
Research Question
• Break this question into more specific
components:
– How often do Americans eat fish?
– Does eating fish  the risk of CV disease?
– Is there a risk of mercury toxicity from  fish
intake in older adults?
– Do fish oil supplements have the same effects
on CV disease as dietary fish?
– Which fish oil supplements don’t make people
smell like fish?
A well-formatted research question:
The four PICO elements
P patients
I intervention
(independent variable)
C comparison
O outcome
(dependent variable)
• S subjects
• E exposure
• C comparison
• O outcome
Using PICO to develop a question
Includes each of the following:
• Intended patients/subjects to study
• The independent variable of interest
– Intervention, exposure, pt characteristic
– The item of primary interest of the study
• Comparison group or procedure
• Outcome measure
Combines them together as a question
Question example
• Issues to address:
– Define CHD
– Define study population sample source
– Define fish intake
Final result:
Among a sample of patients seen in the investigator’s
clinic who have a previous CHD diagnosis and
respond to a mailed questionnaire, what proportion
report taking fish oil supplements?
PICO in practice
Essentially all proposed research
questions should include each of the
PICO elements
Research question comments
• It has been proposed that if your entire
question can be stated in one breath, it is too
short
• That is extreme. It need not include your entire
inclusion and exclusion criteria
• The research question is analogous to the pt
chief complaint. It is not the entire history and
exam.
Refine the Research Question:
Make it a FINER question
• Feasible = can it be done with the resources
that are available?
• Interesting = do you have passion for it?
• Novel = is it a new research idea?
• Ethical = does it comply with research ethics
and codes of conduct?
• Relevant = does it pass the “so what” test?
Applying the FINER criteria
• Carefully review your proposed research question
– Research in progress meetings can be helpful for this
• Consider how it meets each of the FINER
criteria……or not
Then decide:
• Do you still want to proceed with your proposed
project? Is it feasible, etc.?
The FINER review
This is where most good research
questions die an early death
(or should have died)
Anatomy: Outline of Study
Protocol
Element Purpose
Research Questions What questions will the study address?
Background and Significance Why are these questions important?
Design
(Time frame, epidemiologic approach)
How is the study structured?
Subjects
(Selection criteria, sampling design)
Who are the subjects and how will they
be selected?
Variables
(Predictor variables, confounding
variables, outcome variables)
What measurements will be made?
Statistical issues
(Hypotheses, sample size, analytic
approach)
How large is the study and how will it
be analyzed?
Background and Significance
• Provide context and Rationale
• References, including your own work (toot
your horn!...but not too loudly)
• Be succinct! Need to pare this down with
new NIH format
Anatomy: Outline of Study
Protocol
Element Purpose
Research Questions What questions will the study address?
Background and Significance Why are these questions important?
Design
(Time frame, epidemiologic
approach)
How is the study structured?
Subjects
(Selection criteria, sampling design)
Who are the subjects and how will they
be selected?
Variables
(Predictor variables, confounding
variables, outcome variables)
What measurements will be made?
Statistical issues
(Hypotheses, sample size, analytic
approach)
How large is the study and how will it
be analyzed?
Design of Study
Observational Study
• Cohort study
– Retrospective
– Prospective
• Cross-sectional study
• Case-control study
Clinical Trial
• Randomized blinded trial
– Can also have nonrandomized
or un-blinded designs
Anatomy: Observational Designs
Study Design Key Feature Example
Cohort Study A group followed over
time
Measure fish intake at
baseline and periodically
examine subjects at fu
visits to see if eating more
fish  CHD events
Cross sectional study A group examined at one
point in time
Interview subjects about
current and past history of
fish intake and correlate
with h/o CHD and current
coronary calcium score
Case-control study Two groups selected
based on the presence or
absence of an outcome
Examine a group of
patient w/ CHD (“cases”)
and compare them with
group who did not have
CHD (“controls”), asking
about past fish intake
Anatomy: Clinical Trial Design
Study Design Key Feature Example
Randomized Blinded
Trial
Two groups created by a
random process, and a
blinded intervention
Randomly assign subjects
to receive fish oil
supplements or placebo,
then follow both
treatment groups for
several years to observe
the incidence of CHD
Anatomy: Outline of Study
Protocol
Element Purpose
Research Questions What questions will the study address?
Background and Significance Why are these questions important?
Design
(Time frame, epidemiologic approach)
How is the study structured?
Subjects
(Selection criteria, sampling design)
Who are the subjects and how will
they be selected?
Variables
(Predictor variables, confounding
variables, outcome variables)
What measurements will be made?
Statistical issues
(Hypotheses, sample size, analytic
approach)
How large is the study and how will it
be analyzed?
Anatomy: Study Subjects
• Inclusion and Exclusion Criteria defining
target population
• How best to recruit
Anatomy: Study Subjects
• In the Fish Study example, how is CHD
defined?
– Could be subjects seen in the clinic with
diagnosis codes for MI, angioplasty, or CABG
in their EMR
• Recruitment Trade-off
– Using random sample of CHD patients in the
entire country would enhance generalizability
but more expensive
Anatomy: Outline of Study
Protocol
Element Purpose
Research Questions What questions will the study address?
Background and Significance Why are these questions important?
Design
(Time frame, epidemiologic approach)
How is the study structured?
Subjects
(Selection criteria, sampling design)
Who are the subjects and how will they
be selected?
Variables
(Predictor variables, confounding
variables, outcome variables)
What measurements will be made?
Statistical issues
(Hypotheses, sample size, analytic
approach)
How large is the study and how will it
be analyzed?
Variables
• Predictor variables
– Age, race, sex, smoking history, fish and fish
oil supplement intake
• Outcome variables
– Heart attacks, strokes, quality of life,
unpleasant odor
• Confounder variables
– Other predictors of outcome such as intake of
red meat or income level that could be related
to dietary fish and confuse interpretation
Anatomy: Outline of Study
Protocol
Element Purpose
Research Questions What questions will the study address?
Background and Significance Why are these questions important?
Design
(Time frame, epidemiologic approach)
How is the study structured?
Subjects
(Selection criteria, sampling design)
Who are the subjects and how will they
be selected?
Variables
(Predictor variables, confounding
variables, outcome variables)
What measurements will be made?
Statistical issues
(Hypotheses, sample size, analytic
approach)
How large is the study and how will it
be analyzed?
Anatomy: Statistical Issues
• Consult a Statistician
• Develop a sound statistical hypothesis
(different from a scientific hypothesis)
• Reframe research question to test for
statistical significance of findings
• Hypothesis allows calculation of sample
size
Anatomy: Statistical Issues
• Reframe scientific into a statistical
hypothesis
• Hypothesis: 50- to 69-year-old women with
CHD who take fish oil supplements will
have a lower risk of myocardial infarction
than those who do not
Physiology of Research:
How it Works
Inferences
Findings in
the Study
Truth in the
Universe
INFER
Inferences
Truth in the
Study
Study
Plan
Truth in the
Universe
Research
Question
Infer Findings in the
Study
Actual
Study
Infer
Design Implement
EXTERNAL
VALIDITY
INTERNAL
VALIDITY
DESIGNING AND IMPLEMENTING
DRAWING CONCLUSIONS
Designing the Study
• What is the prevalence of regular use of fish
oil supplements among people with CHD?
• Among a sample of patients seen in the
investigator’s clinic who have a previous
CHD diagnosis and respond to a mailed
questionnaire, what proportion report taking
fish oil supplements?
Design Errors
Truth in the Study
Study Plan
Truth in the Universe
Research Question
EXTERNAL
VALIDITY
Infer
Design
Errors
Implementation Errors
Findings in the Study
Actual study
Truth in the Study
Study plan
Infer
Implement
INTERNAL
VALIDITY
Errors
Types of Errors
• Systematic Errors (Bias)
• Random Errors (Chance) – this can be
reduced by increasing the sample size
Summary of the Physiology of
Clinical Research: How it Works
Truth in the
Universe
Research
question
Infer
Design
INTERNAL
VALIDITY
Truth in the
Study
Study
Plan
Findings in the
Study
Actual
Plan
Infer
Design
EXTERNAL
VALIDITY
Random
and
Systematic
Errors
Random
and
Systematic
Errors
Summary
• Anatomy of research: what it’s
made of
• Physiology of research: how it
works
• Research ?  study plan  actual
study
Thank You

More Related Content

What's hot

Research methods.
Research methods.Research methods.
Research methods.
Dr Pralhad Patki
 
Systematic reviews
Systematic reviewsSystematic reviews
Systematic reviews
Zera Day
 
Systematic reviews - a "how to" guide
Systematic reviews - a "how to" guideSystematic reviews - a "how to" guide
Systematic reviews - a "how to" guide
Isla Kuhn
 
How To Get Your Research Published in the BMJ
How To Get Your Research Published in the BMJHow To Get Your Research Published in the BMJ
How To Get Your Research Published in the BMJbmjslides
 
Systematic Reviews: Context & Methodology for Librarians
Systematic Reviews: Context & Methodology for LibrariansSystematic Reviews: Context & Methodology for Librarians
Systematic Reviews: Context & Methodology for Librarians
University of Michigan Taubman Health Sciences Library
 
Research Protocol
Research ProtocolResearch Protocol
Research Protocol
Sarang Bhola
 
L7 formulating objectives & research questions
L7 formulating objectives & research questionsL7 formulating objectives & research questions
L7 formulating objectives & research questions
Dr Ghaiath Hussein
 
Protocol presentation-slideshare
Protocol presentation-slideshareProtocol presentation-slideshare
Protocol presentation-slideshare
Dr. Farzana Saleh
 
Introduction to Health Research
Introduction to Health Research Introduction to Health Research
Introduction to Health Research
Dr Ghaiath Hussein
 
General steps of biomedical research
General steps of biomedical researchGeneral steps of biomedical research
General steps of biomedical research
Ahmed Negida
 
Evidence Based Medicine - Overview
Evidence Based Medicine - OverviewEvidence Based Medicine - Overview
Evidence Based Medicine - Overview
DocIbrahimAbdelmonaem
 
Writing A Health Research Proposal
Writing A Health Research ProposalWriting A Health Research Proposal
Writing A Health Research ProposalSoha Rashed
 
Research protocol
Research protocol Research protocol
Research protocol
ANILBINDUS
 
Measuring what we want to measure, Liz Norman ANZCVS 2013
Measuring what we want to measure, Liz Norman ANZCVS 2013Measuring what we want to measure, Liz Norman ANZCVS 2013
Measuring what we want to measure, Liz Norman ANZCVS 2013
Liz Norman
 
Research Methodology
Research MethodologyResearch Methodology
Research Methodology
Praveen Koushley
 
Methods: Searching & Systematic Reviews
Methods: Searching & Systematic ReviewsMethods: Searching & Systematic Reviews
Methods: Searching & Systematic Reviews
University of Michigan Taubman Health Sciences Library
 
systematic review : why & How
systematic review : why & Howsystematic review : why & How
systematic review : why & How
Hesham Al-Inany
 
HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...
HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...
HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...
Dr. Khaled OUANES
 
Introduction to Research Methodology
Introduction to Research MethodologyIntroduction to Research Methodology
Introduction to Research Methodology
Umm Al-Qura University Faculty of Dentistry
 
Critical appraisal
Critical appraisalCritical appraisal
Critical appraisal
Chai-Eng Tan
 

What's hot (20)

Research methods.
Research methods.Research methods.
Research methods.
 
Systematic reviews
Systematic reviewsSystematic reviews
Systematic reviews
 
Systematic reviews - a "how to" guide
Systematic reviews - a "how to" guideSystematic reviews - a "how to" guide
Systematic reviews - a "how to" guide
 
How To Get Your Research Published in the BMJ
How To Get Your Research Published in the BMJHow To Get Your Research Published in the BMJ
How To Get Your Research Published in the BMJ
 
Systematic Reviews: Context & Methodology for Librarians
Systematic Reviews: Context & Methodology for LibrariansSystematic Reviews: Context & Methodology for Librarians
Systematic Reviews: Context & Methodology for Librarians
 
Research Protocol
Research ProtocolResearch Protocol
Research Protocol
 
L7 formulating objectives & research questions
L7 formulating objectives & research questionsL7 formulating objectives & research questions
L7 formulating objectives & research questions
 
Protocol presentation-slideshare
Protocol presentation-slideshareProtocol presentation-slideshare
Protocol presentation-slideshare
 
Introduction to Health Research
Introduction to Health Research Introduction to Health Research
Introduction to Health Research
 
General steps of biomedical research
General steps of biomedical researchGeneral steps of biomedical research
General steps of biomedical research
 
Evidence Based Medicine - Overview
Evidence Based Medicine - OverviewEvidence Based Medicine - Overview
Evidence Based Medicine - Overview
 
Writing A Health Research Proposal
Writing A Health Research ProposalWriting A Health Research Proposal
Writing A Health Research Proposal
 
Research protocol
Research protocol Research protocol
Research protocol
 
Measuring what we want to measure, Liz Norman ANZCVS 2013
Measuring what we want to measure, Liz Norman ANZCVS 2013Measuring what we want to measure, Liz Norman ANZCVS 2013
Measuring what we want to measure, Liz Norman ANZCVS 2013
 
Research Methodology
Research MethodologyResearch Methodology
Research Methodology
 
Methods: Searching & Systematic Reviews
Methods: Searching & Systematic ReviewsMethods: Searching & Systematic Reviews
Methods: Searching & Systematic Reviews
 
systematic review : why & How
systematic review : why & Howsystematic review : why & How
systematic review : why & How
 
HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...
HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...
HEALTHCARE RESEARCH METHODS: the Research Question, the team and the study ap...
 
Introduction to Research Methodology
Introduction to Research MethodologyIntroduction to Research Methodology
Introduction to Research Methodology
 
Critical appraisal
Critical appraisalCritical appraisal
Critical appraisal
 

Viewers also liked

Fish drashkov kardjaliev valcheva 10 6
Fish drashkov kardjaliev valcheva 10 6Fish drashkov kardjaliev valcheva 10 6
Fish drashkov kardjaliev valcheva 10 6MrJewett
 
Concept Design Study and Research Brief
Concept Design Study and Research Brief Concept Design Study and Research Brief
Concept Design Study and Research Brief
PTC
 
Study design of Prof Zak
Study design of Prof ZakStudy design of Prof Zak
Career powerpoint
Career powerpointCareer powerpoint
Career powerpoint
gciccag
 
5. cohort studies
5. cohort  studies5. cohort  studies
5. cohort studies
Naveen Phuyal
 
FPS School Committee Presentation - Mar 10, 2015
FPS School Committee Presentation - Mar 10, 2015FPS School Committee Presentation - Mar 10, 2015
FPS School Committee Presentation - Mar 10, 2015
Franklin Matters
 
Medical research and study design
Medical research and study designMedical research and study design
Medical research and study design
Naveen Phuyal
 
Edited health and kinesiology department(use)
Edited health and kinesiology department(use)Edited health and kinesiology department(use)
Edited health and kinesiology department(use)
Kayla Edwards
 
Retrospective Study Design
Retrospective Study DesignRetrospective Study Design
Retrospective Study Design
orthoprinciples
 
Question study design
Question study designQuestion study design
Question study design
Anisur Rahman
 
FW275 Exercise Physiology
FW275 Exercise PhysiologyFW275 Exercise Physiology
FW275 Exercise Physiology
Matt Sanders
 
Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...fnuthalapaty
 
Exercise Physiology by mike penque
Exercise Physiology by mike penqueExercise Physiology by mike penque
Exercise Physiology by mike penquepcerny
 
Chapter 8 Fundamentals of Anatomy and Physiology
Chapter 8 Fundamentals of Anatomy and PhysiologyChapter 8 Fundamentals of Anatomy and Physiology
Chapter 8 Fundamentals of Anatomy and Physiology
Vibha Choudhary
 
Introduction to exercise physiology
Introduction to exercise physiologyIntroduction to exercise physiology
Introduction to exercise physiologyAirickson
 

Viewers also liked (15)

Fish drashkov kardjaliev valcheva 10 6
Fish drashkov kardjaliev valcheva 10 6Fish drashkov kardjaliev valcheva 10 6
Fish drashkov kardjaliev valcheva 10 6
 
Concept Design Study and Research Brief
Concept Design Study and Research Brief Concept Design Study and Research Brief
Concept Design Study and Research Brief
 
Study design of Prof Zak
Study design of Prof ZakStudy design of Prof Zak
Study design of Prof Zak
 
Career powerpoint
Career powerpointCareer powerpoint
Career powerpoint
 
5. cohort studies
5. cohort  studies5. cohort  studies
5. cohort studies
 
FPS School Committee Presentation - Mar 10, 2015
FPS School Committee Presentation - Mar 10, 2015FPS School Committee Presentation - Mar 10, 2015
FPS School Committee Presentation - Mar 10, 2015
 
Medical research and study design
Medical research and study designMedical research and study design
Medical research and study design
 
Edited health and kinesiology department(use)
Edited health and kinesiology department(use)Edited health and kinesiology department(use)
Edited health and kinesiology department(use)
 
Retrospective Study Design
Retrospective Study DesignRetrospective Study Design
Retrospective Study Design
 
Question study design
Question study designQuestion study design
Question study design
 
FW275 Exercise Physiology
FW275 Exercise PhysiologyFW275 Exercise Physiology
FW275 Exercise Physiology
 
Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...Educational Research 102: Selecting the Best Study Design for your Research Q...
Educational Research 102: Selecting the Best Study Design for your Research Q...
 
Exercise Physiology by mike penque
Exercise Physiology by mike penqueExercise Physiology by mike penque
Exercise Physiology by mike penque
 
Chapter 8 Fundamentals of Anatomy and Physiology
Chapter 8 Fundamentals of Anatomy and PhysiologyChapter 8 Fundamentals of Anatomy and Physiology
Chapter 8 Fundamentals of Anatomy and Physiology
 
Introduction to exercise physiology
Introduction to exercise physiologyIntroduction to exercise physiology
Introduction to exercise physiology
 

Similar to Study Design Tridandapani 2016

Introduction to clinical research
Introduction to clinical researchIntroduction to clinical research
Introduction to clinical research
Tamer Hifnawy
 
How to write a research proposal
How to write a research proposalHow to write a research proposal
How to write a research proposal
DrHebatalla Mohamed
 
Researh design and conceptual framework
Researh design and conceptual frameworkResearh design and conceptual framework
Researh design and conceptual framework
Achyut Raj Pandey
 
How to write an abstract
How to write an abstractHow to write an abstract
How to write an abstract
Dr Edward Fitzgerald
 
Critically_Appraising_a_Journal_Article_ Student_Version.pptx
Critically_Appraising_a_Journal_Article_ Student_Version.pptxCritically_Appraising_a_Journal_Article_ Student_Version.pptx
Critically_Appraising_a_Journal_Article_ Student_Version.pptx
mousaderhem1
 
Basic.Method.pptx
Basic.Method.pptxBasic.Method.pptx
Basic.Method.pptx
SundosHamza
 
How to do clinical research at KEMU
How to do clinical research at KEMUHow to do clinical research at KEMU
How to do clinical research at KEMUZerva
 
Presentation how to write a research protocol
Presentation how to write a research protocolPresentation how to write a research protocol
Presentation how to write a research protocol
Sushma Sharma
 
Quick introduction to critical appraisal of quantitative research
Quick introduction to critical appraisal of quantitative researchQuick introduction to critical appraisal of quantitative research
Quick introduction to critical appraisal of quantitative research
Alan Fricker
 
Research protocol writting
Research protocol writtingResearch protocol writting
Research protocol writting
Dawal Salve
 
Research assumptions, delimitations and limitations
Research assumptions, delimitations  and limitationsResearch assumptions, delimitations  and limitations
Research assumptions, delimitations and limitations
EMERENSIA X
 
Proposal writing by dr.s.kalpana
Proposal writing by dr.s.kalpanaProposal writing by dr.s.kalpana
Proposal writing by dr.s.kalpana
Kalpana Ramachandran
 
Critical appraisal of a journal article
Critical appraisal of a journal articleCritical appraisal of a journal article
Critical appraisal of a journal article
DrSahilKumar
 
Research method ch02 structure of thesis
Research method ch02 structure of thesisResearch method ch02 structure of thesis
Research method ch02 structure of thesisnaranbatn
 
Amsale Read.ppt
Amsale Read.pptAmsale Read.ppt
Amsale Read.ppt
MohammedAbdela7
 
1 Research methdology (1).ppt
1 Research methdology (1).ppt1 Research methdology (1).ppt
1 Research methdology (1).ppt
estelaabera
 
How to conduct a systematic review
How to conduct a systematic reviewHow to conduct a systematic review
How to conduct a systematic review
DrNidhiPruthiShukla
 
Critical appraisal presentation by mohamed taha 2
Critical appraisal presentation by mohamed taha  2Critical appraisal presentation by mohamed taha  2
Critical appraisal presentation by mohamed taha 2Cairo University
 
Biostatistics for clinician.pptx
Biostatistics for clinician.pptxBiostatistics for clinician.pptx
Biostatistics for clinician.pptx
Raju Nair
 
Systematic Review: Beginner's Guide
Systematic Review: Beginner's Guide Systematic Review: Beginner's Guide
Systematic Review: Beginner's Guide
Saee Deshpamde
 

Similar to Study Design Tridandapani 2016 (20)

Introduction to clinical research
Introduction to clinical researchIntroduction to clinical research
Introduction to clinical research
 
How to write a research proposal
How to write a research proposalHow to write a research proposal
How to write a research proposal
 
Researh design and conceptual framework
Researh design and conceptual frameworkResearh design and conceptual framework
Researh design and conceptual framework
 
How to write an abstract
How to write an abstractHow to write an abstract
How to write an abstract
 
Critically_Appraising_a_Journal_Article_ Student_Version.pptx
Critically_Appraising_a_Journal_Article_ Student_Version.pptxCritically_Appraising_a_Journal_Article_ Student_Version.pptx
Critically_Appraising_a_Journal_Article_ Student_Version.pptx
 
Basic.Method.pptx
Basic.Method.pptxBasic.Method.pptx
Basic.Method.pptx
 
How to do clinical research at KEMU
How to do clinical research at KEMUHow to do clinical research at KEMU
How to do clinical research at KEMU
 
Presentation how to write a research protocol
Presentation how to write a research protocolPresentation how to write a research protocol
Presentation how to write a research protocol
 
Quick introduction to critical appraisal of quantitative research
Quick introduction to critical appraisal of quantitative researchQuick introduction to critical appraisal of quantitative research
Quick introduction to critical appraisal of quantitative research
 
Research protocol writting
Research protocol writtingResearch protocol writting
Research protocol writting
 
Research assumptions, delimitations and limitations
Research assumptions, delimitations  and limitationsResearch assumptions, delimitations  and limitations
Research assumptions, delimitations and limitations
 
Proposal writing by dr.s.kalpana
Proposal writing by dr.s.kalpanaProposal writing by dr.s.kalpana
Proposal writing by dr.s.kalpana
 
Critical appraisal of a journal article
Critical appraisal of a journal articleCritical appraisal of a journal article
Critical appraisal of a journal article
 
Research method ch02 structure of thesis
Research method ch02 structure of thesisResearch method ch02 structure of thesis
Research method ch02 structure of thesis
 
Amsale Read.ppt
Amsale Read.pptAmsale Read.ppt
Amsale Read.ppt
 
1 Research methdology (1).ppt
1 Research methdology (1).ppt1 Research methdology (1).ppt
1 Research methdology (1).ppt
 
How to conduct a systematic review
How to conduct a systematic reviewHow to conduct a systematic review
How to conduct a systematic review
 
Critical appraisal presentation by mohamed taha 2
Critical appraisal presentation by mohamed taha  2Critical appraisal presentation by mohamed taha  2
Critical appraisal presentation by mohamed taha 2
 
Biostatistics for clinician.pptx
Biostatistics for clinician.pptxBiostatistics for clinician.pptx
Biostatistics for clinician.pptx
 
Systematic Review: Beginner's Guide
Systematic Review: Beginner's Guide Systematic Review: Beginner's Guide
Systematic Review: Beginner's Guide
 

More from evadew1

The New "3R's": Radiology Resident Research
The New "3R's": Radiology Resident ResearchThe New "3R's": Radiology Resident Research
The New "3R's": Radiology Resident Research
evadew1
 
How to Write a Career Development Grant
How to Write a Career Development GrantHow to Write a Career Development Grant
How to Write a Career Development Grant
evadew1
 
Introduction/Housekeeping
Introduction/HousekeepingIntroduction/Housekeeping
Introduction/Housekeeping
evadew1
 
Technology Assessment, Outcomes Research and Economic Analyses
Technology Assessment, Outcomes Research and Economic AnalysesTechnology Assessment, Outcomes Research and Economic Analyses
Technology Assessment, Outcomes Research and Economic Analyses
evadew1
 
Quality and Safety Research
Quality and Safety ResearchQuality and Safety Research
Quality and Safety Research
evadew1
 
Research Ethics Garcia
Research Ethics GarciaResearch Ethics Garcia
Research Ethics Garcia
evadew1
 
Motivation for Research in Radiology
Motivation for Research in RadiologyMotivation for Research in Radiology
Motivation for Research in Radiology
evadew1
 
Research During Residency
Research During ResidencyResearch During Residency
Research During Residency
evadew1
 
Introduction/Housekeeping 2016
Introduction/Housekeeping 2016Introduction/Housekeeping 2016
Introduction/Housekeeping 2016
evadew1
 
Motivation for Research In Radiology 2016
Motivation for Research In Radiology 2016Motivation for Research In Radiology 2016
Motivation for Research In Radiology 2016
evadew1
 
Introduction/Housekeeping 2016
Introduction/Housekeeping 2016Introduction/Housekeeping 2016
Introduction/Housekeeping 2016
evadew1
 
Garcia Ethics 2016
Garcia Ethics 2016Garcia Ethics 2016
Garcia Ethics 2016
evadew1
 
Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016
Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016
Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016
evadew1
 
Radiology Residents Involvement in Research 2016
Radiology Residents Involvement in Research 2016Radiology Residents Involvement in Research 2016
Radiology Residents Involvement in Research 2016
evadew1
 
Grant Writing 2016
Grant Writing 2016Grant Writing 2016
Grant Writing 2016
evadew1
 
IRB Approval Process 2016
IRB Approval Process 2016IRB Approval Process 2016
IRB Approval Process 2016
evadew1
 
Abstract Writing & Oral Presentations 2016
Abstract Writing & Oral Presentations 2016Abstract Writing & Oral Presentations 2016
Abstract Writing & Oral Presentations 2016
evadew1
 
Clinical Trial Statstics 2016
Clinical Trial Statstics 2016Clinical Trial Statstics 2016
Clinical Trial Statstics 2016
evadew1
 
Decision Trees & Bayes Theorem 2016
Decision Trees & Bayes Theorem 2016Decision Trees & Bayes Theorem 2016
Decision Trees & Bayes Theorem 2016
evadew1
 

More from evadew1 (19)

The New "3R's": Radiology Resident Research
The New "3R's": Radiology Resident ResearchThe New "3R's": Radiology Resident Research
The New "3R's": Radiology Resident Research
 
How to Write a Career Development Grant
How to Write a Career Development GrantHow to Write a Career Development Grant
How to Write a Career Development Grant
 
Introduction/Housekeeping
Introduction/HousekeepingIntroduction/Housekeeping
Introduction/Housekeeping
 
Technology Assessment, Outcomes Research and Economic Analyses
Technology Assessment, Outcomes Research and Economic AnalysesTechnology Assessment, Outcomes Research and Economic Analyses
Technology Assessment, Outcomes Research and Economic Analyses
 
Quality and Safety Research
Quality and Safety ResearchQuality and Safety Research
Quality and Safety Research
 
Research Ethics Garcia
Research Ethics GarciaResearch Ethics Garcia
Research Ethics Garcia
 
Motivation for Research in Radiology
Motivation for Research in RadiologyMotivation for Research in Radiology
Motivation for Research in Radiology
 
Research During Residency
Research During ResidencyResearch During Residency
Research During Residency
 
Introduction/Housekeeping 2016
Introduction/Housekeeping 2016Introduction/Housekeeping 2016
Introduction/Housekeeping 2016
 
Motivation for Research In Radiology 2016
Motivation for Research In Radiology 2016Motivation for Research In Radiology 2016
Motivation for Research In Radiology 2016
 
Introduction/Housekeeping 2016
Introduction/Housekeeping 2016Introduction/Housekeeping 2016
Introduction/Housekeeping 2016
 
Garcia Ethics 2016
Garcia Ethics 2016Garcia Ethics 2016
Garcia Ethics 2016
 
Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016
Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016
Technology Assessment/Outcome & Cost-Effectiveness Analysis 2016
 
Radiology Residents Involvement in Research 2016
Radiology Residents Involvement in Research 2016Radiology Residents Involvement in Research 2016
Radiology Residents Involvement in Research 2016
 
Grant Writing 2016
Grant Writing 2016Grant Writing 2016
Grant Writing 2016
 
IRB Approval Process 2016
IRB Approval Process 2016IRB Approval Process 2016
IRB Approval Process 2016
 
Abstract Writing & Oral Presentations 2016
Abstract Writing & Oral Presentations 2016Abstract Writing & Oral Presentations 2016
Abstract Writing & Oral Presentations 2016
 
Clinical Trial Statstics 2016
Clinical Trial Statstics 2016Clinical Trial Statstics 2016
Clinical Trial Statstics 2016
 
Decision Trees & Bayes Theorem 2016
Decision Trees & Bayes Theorem 2016Decision Trees & Bayes Theorem 2016
Decision Trees & Bayes Theorem 2016
 

Recently uploaded

María Carolina Martínez - eCommerce Day Colombia 2024
María Carolina Martínez - eCommerce Day Colombia 2024María Carolina Martínez - eCommerce Day Colombia 2024
María Carolina Martínez - eCommerce Day Colombia 2024
eCommerce Institute
 
Bitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXOBitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXO
Matjaž Lipuš
 
International Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software TestingInternational Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software Testing
Sebastiano Panichella
 
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
OECD Directorate for Financial and Enterprise Affairs
 
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
0x01 - Newton's Third Law:  Static vs. Dynamic Abusers0x01 - Newton's Third Law:  Static vs. Dynamic Abusers
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
OWASP Beja
 
Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...
Sebastiano Panichella
 
Getting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control TowerGetting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control Tower
Vladimir Samoylov
 
Eureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 PresentationEureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 Presentation
Access Innovations, Inc.
 
Obesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditionsObesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditions
Faculty of Medicine And Health Sciences
 
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptxsomanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
Howard Spence
 
Acorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutesAcorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutes
IP ServerOne
 
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Orkestra
 
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Sebastiano Panichella
 
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdfBonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
khadija278284
 
Media as a Mind Controlling Strategy In Old and Modern Era
Media as a Mind Controlling Strategy In Old and Modern EraMedia as a Mind Controlling Strategy In Old and Modern Era
Media as a Mind Controlling Strategy In Old and Modern Era
faizulhassanfaiz1670
 
Supercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdf
Supercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdfSupercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdf
Supercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdf
Access Innovations, Inc.
 

Recently uploaded (16)

María Carolina Martínez - eCommerce Day Colombia 2024
María Carolina Martínez - eCommerce Day Colombia 2024María Carolina Martínez - eCommerce Day Colombia 2024
María Carolina Martínez - eCommerce Day Colombia 2024
 
Bitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXOBitcoin Lightning wallet and tic-tac-toe game XOXO
Bitcoin Lightning wallet and tic-tac-toe game XOXO
 
International Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software TestingInternational Workshop on Artificial Intelligence in Software Testing
International Workshop on Artificial Intelligence in Software Testing
 
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
Competition and Regulation in Professional Services – KLEINER – June 2024 OEC...
 
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
0x01 - Newton's Third Law:  Static vs. Dynamic Abusers0x01 - Newton's Third Law:  Static vs. Dynamic Abusers
0x01 - Newton's Third Law: Static vs. Dynamic Abusers
 
Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...Announcement of 18th IEEE International Conference on Software Testing, Verif...
Announcement of 18th IEEE International Conference on Software Testing, Verif...
 
Getting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control TowerGetting started with Amazon Bedrock Studio and Control Tower
Getting started with Amazon Bedrock Studio and Control Tower
 
Eureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 PresentationEureka, I found it! - Special Libraries Association 2021 Presentation
Eureka, I found it! - Special Libraries Association 2021 Presentation
 
Obesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditionsObesity causes and management and associated medical conditions
Obesity causes and management and associated medical conditions
 
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptxsomanykidsbutsofewfathers-140705000023-phpapp02.pptx
somanykidsbutsofewfathers-140705000023-phpapp02.pptx
 
Acorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutesAcorn Recovery: Restore IT infra within minutes
Acorn Recovery: Restore IT infra within minutes
 
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...
 
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...Doctoral Symposium at the 17th IEEE International Conference on Software Test...
Doctoral Symposium at the 17th IEEE International Conference on Software Test...
 
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdfBonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
Bonzo subscription_hjjjjjjjj5hhhhhhh_2024.pdf
 
Media as a Mind Controlling Strategy In Old and Modern Era
Media as a Mind Controlling Strategy In Old and Modern EraMedia as a Mind Controlling Strategy In Old and Modern Era
Media as a Mind Controlling Strategy In Old and Modern Era
 
Supercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdf
Supercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdfSupercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdf
Supercharge your AI - SSP Industry Breakout Session 2024-v2_1.pdf
 

Study Design Tridandapani 2016

  • 1. Anatomy and Physiology of Clinical Research Srini Tridandapani, PhD MD Department of Radiology and Imaging Sciences Emory University
  • 2. Goal • To understand the anatomy and physiology of clinical research, i.e., understand the principles of study design, analysis, reporting and bias
  • 3. Learning Objectives At the end of this lecture you should be able • To enumerate the various elements of a research study • To describe how the elements of the a research study interact • To name the two major classes of error in research studies
  • 4. Clinical Research • Anatomy: What it’s made of… – Research question – Design – Subjects – Measurements – Sample size calculation • Physiology: How it works… – Make valid inferences – What happened in the study sample – How does it generalize to the world outside – How to  errors, random and systematic
  • 5. Anatomy of Research: What it’s Made of
  • 6. Anatomy: Outline of Study Protocol Element Purpose Research Questions What questions will the study address? Background and Significance Why are these questions important? Design (Time frame, epidemiologic approach) How is the study structured? Subjects (Selection criteria, sampling design) Who are the subjects and how will they be selected? Variables (Predictor variables, confounding variables, outcome variables) What measurements will be made? Statistical issues (Hypotheses, sample size, analytic approach) How large is the study and how will it be analyzed?
  • 7. Anatomy: Outline of Study Protocol Element Purpose Research Questions What questions will the study address? Background and Significance Why are these questions important? Design (Time frame, epidemiologic approach) How is the study structured? Subjects (Selection criteria, sampling design) Who are the subjects and how will they be selected? Variables (Predictor variables, confounding variables, outcome variables) What measurements will be made? Statistical issues (Hypotheses, sample size, analytic approach) How large is the study and how will it be analyzed?
  • 8. Research Question • Objective of the study • Starts as a general question, but must be narrowed down to a concrete, researchable issue • Example: – Should people eat more fish?
  • 9. Research Question • Break this question into more specific components: – How often do Americans eat fish? – Does eating fish  the risk of CV disease? – Is there a risk of mercury toxicity from  fish intake in older adults? – Do fish oil supplements have the same effects on CV disease as dietary fish? – Which fish oil supplements don’t make people smell like fish?
  • 10. A well-formatted research question: The four PICO elements P patients I intervention (independent variable) C comparison O outcome (dependent variable) • S subjects • E exposure • C comparison • O outcome
  • 11. Using PICO to develop a question Includes each of the following: • Intended patients/subjects to study • The independent variable of interest – Intervention, exposure, pt characteristic – The item of primary interest of the study • Comparison group or procedure • Outcome measure Combines them together as a question
  • 12. Question example • Issues to address: – Define CHD – Define study population sample source – Define fish intake Final result: Among a sample of patients seen in the investigator’s clinic who have a previous CHD diagnosis and respond to a mailed questionnaire, what proportion report taking fish oil supplements?
  • 13. PICO in practice Essentially all proposed research questions should include each of the PICO elements
  • 14. Research question comments • It has been proposed that if your entire question can be stated in one breath, it is too short • That is extreme. It need not include your entire inclusion and exclusion criteria • The research question is analogous to the pt chief complaint. It is not the entire history and exam.
  • 15. Refine the Research Question: Make it a FINER question • Feasible = can it be done with the resources that are available? • Interesting = do you have passion for it? • Novel = is it a new research idea? • Ethical = does it comply with research ethics and codes of conduct? • Relevant = does it pass the “so what” test?
  • 16. Applying the FINER criteria • Carefully review your proposed research question – Research in progress meetings can be helpful for this • Consider how it meets each of the FINER criteria……or not Then decide: • Do you still want to proceed with your proposed project? Is it feasible, etc.?
  • 17. The FINER review This is where most good research questions die an early death (or should have died)
  • 18. Anatomy: Outline of Study Protocol Element Purpose Research Questions What questions will the study address? Background and Significance Why are these questions important? Design (Time frame, epidemiologic approach) How is the study structured? Subjects (Selection criteria, sampling design) Who are the subjects and how will they be selected? Variables (Predictor variables, confounding variables, outcome variables) What measurements will be made? Statistical issues (Hypotheses, sample size, analytic approach) How large is the study and how will it be analyzed?
  • 19. Background and Significance • Provide context and Rationale • References, including your own work (toot your horn!...but not too loudly) • Be succinct! Need to pare this down with new NIH format
  • 20. Anatomy: Outline of Study Protocol Element Purpose Research Questions What questions will the study address? Background and Significance Why are these questions important? Design (Time frame, epidemiologic approach) How is the study structured? Subjects (Selection criteria, sampling design) Who are the subjects and how will they be selected? Variables (Predictor variables, confounding variables, outcome variables) What measurements will be made? Statistical issues (Hypotheses, sample size, analytic approach) How large is the study and how will it be analyzed?
  • 21. Design of Study Observational Study • Cohort study – Retrospective – Prospective • Cross-sectional study • Case-control study Clinical Trial • Randomized blinded trial – Can also have nonrandomized or un-blinded designs
  • 22. Anatomy: Observational Designs Study Design Key Feature Example Cohort Study A group followed over time Measure fish intake at baseline and periodically examine subjects at fu visits to see if eating more fish  CHD events Cross sectional study A group examined at one point in time Interview subjects about current and past history of fish intake and correlate with h/o CHD and current coronary calcium score Case-control study Two groups selected based on the presence or absence of an outcome Examine a group of patient w/ CHD (“cases”) and compare them with group who did not have CHD (“controls”), asking about past fish intake
  • 23. Anatomy: Clinical Trial Design Study Design Key Feature Example Randomized Blinded Trial Two groups created by a random process, and a blinded intervention Randomly assign subjects to receive fish oil supplements or placebo, then follow both treatment groups for several years to observe the incidence of CHD
  • 24. Anatomy: Outline of Study Protocol Element Purpose Research Questions What questions will the study address? Background and Significance Why are these questions important? Design (Time frame, epidemiologic approach) How is the study structured? Subjects (Selection criteria, sampling design) Who are the subjects and how will they be selected? Variables (Predictor variables, confounding variables, outcome variables) What measurements will be made? Statistical issues (Hypotheses, sample size, analytic approach) How large is the study and how will it be analyzed?
  • 25. Anatomy: Study Subjects • Inclusion and Exclusion Criteria defining target population • How best to recruit
  • 26. Anatomy: Study Subjects • In the Fish Study example, how is CHD defined? – Could be subjects seen in the clinic with diagnosis codes for MI, angioplasty, or CABG in their EMR • Recruitment Trade-off – Using random sample of CHD patients in the entire country would enhance generalizability but more expensive
  • 27. Anatomy: Outline of Study Protocol Element Purpose Research Questions What questions will the study address? Background and Significance Why are these questions important? Design (Time frame, epidemiologic approach) How is the study structured? Subjects (Selection criteria, sampling design) Who are the subjects and how will they be selected? Variables (Predictor variables, confounding variables, outcome variables) What measurements will be made? Statistical issues (Hypotheses, sample size, analytic approach) How large is the study and how will it be analyzed?
  • 28. Variables • Predictor variables – Age, race, sex, smoking history, fish and fish oil supplement intake • Outcome variables – Heart attacks, strokes, quality of life, unpleasant odor • Confounder variables – Other predictors of outcome such as intake of red meat or income level that could be related to dietary fish and confuse interpretation
  • 29. Anatomy: Outline of Study Protocol Element Purpose Research Questions What questions will the study address? Background and Significance Why are these questions important? Design (Time frame, epidemiologic approach) How is the study structured? Subjects (Selection criteria, sampling design) Who are the subjects and how will they be selected? Variables (Predictor variables, confounding variables, outcome variables) What measurements will be made? Statistical issues (Hypotheses, sample size, analytic approach) How large is the study and how will it be analyzed?
  • 30. Anatomy: Statistical Issues • Consult a Statistician • Develop a sound statistical hypothesis (different from a scientific hypothesis) • Reframe research question to test for statistical significance of findings • Hypothesis allows calculation of sample size
  • 31. Anatomy: Statistical Issues • Reframe scientific into a statistical hypothesis • Hypothesis: 50- to 69-year-old women with CHD who take fish oil supplements will have a lower risk of myocardial infarction than those who do not
  • 33. Inferences Findings in the Study Truth in the Universe INFER
  • 34. Inferences Truth in the Study Study Plan Truth in the Universe Research Question Infer Findings in the Study Actual Study Infer Design Implement EXTERNAL VALIDITY INTERNAL VALIDITY DESIGNING AND IMPLEMENTING DRAWING CONCLUSIONS
  • 35. Designing the Study • What is the prevalence of regular use of fish oil supplements among people with CHD? • Among a sample of patients seen in the investigator’s clinic who have a previous CHD diagnosis and respond to a mailed questionnaire, what proportion report taking fish oil supplements?
  • 36. Design Errors Truth in the Study Study Plan Truth in the Universe Research Question EXTERNAL VALIDITY Infer Design Errors
  • 37. Implementation Errors Findings in the Study Actual study Truth in the Study Study plan Infer Implement INTERNAL VALIDITY Errors
  • 38. Types of Errors • Systematic Errors (Bias) • Random Errors (Chance) – this can be reduced by increasing the sample size
  • 39. Summary of the Physiology of Clinical Research: How it Works Truth in the Universe Research question Infer Design INTERNAL VALIDITY Truth in the Study Study Plan Findings in the Study Actual Plan Infer Design EXTERNAL VALIDITY Random and Systematic Errors Random and Systematic Errors
  • 40. Summary • Anatomy of research: what it’s made of • Physiology of research: how it works • Research ?  study plan  actual study