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Centers for Disease Control and PreventionGlobal Health Odyssey Museum
Tom Harkin Global Communications Center June 7-11, 2010
Teach EpidemiologyProfessional Development Workshop
Day4
9
Naturally occurring circumstances in which groups of people within a population have been exposed to different levels of the hypothesized cause of an
outcome.
Natural Experiment
Teach Epidemiology
Making Group Comparisons and Identifying Associations
10
An epidemiologic study of a natural experiment in which the investigator is not involved in the intervention other than to record, classify, count,
and statistically analyze results.
Observational Study
Teach Epidemiology
Making Group Comparisons and Identifying Associations
11
An epidemiologic experiment in which subjects are assigned into groups to receive or not receive
a hypothesized beneficial intervention.
Controlled Trial
Teach Epidemiology
Making Group Comparisons and Identifying Associations
12
Buprenorphine
Buprenorphine will stop heroin addicts from using heroin.
Teach Epidemiology
Making Group Comparisons and Identifying Associations
13
Naturally occurring circumstances in which groups of people within a population have been exposed to different levels of the hypothesized cause of an
outcome.
Observational Study of a Natural Experiment
Epidemiologic studies of natural experiments in which the investigator is not involved in the
intervention other than to record, classify, count, and statistically analyze results.
Teach Epidemiology
Making Group Comparisons and Identifying Associations
16
Stephen Jay Gould (survivor of abdominal mesothelioma)
Absolutely nothing in the available arsenal of anti-emetics worked at all. I was miserable and came to dread the frequent treatments with an almost perverse intensity. I had heard that marijuana often worked well against nausea. I was reluctant to try it because I had never smoked any substance habitually (and didn’t even know how to inhale). Moreover, I had tried marijuana twice (in the 1960s) … and had hated it …. Marijuana worked like a charm …. The sheer bliss of not experiencing nausea - and not having to fear it for all the days intervening between treatments - was the greatest boost I received in all my year of treatment, and surely the most important effect upon my eventual cure.
Making Group Comparisons and Identifying Associations
Teach Epidemiology
17
A particular or detached incident or fact of an interesting nature; a biographical incident or
fragment; a single passage of private life.
Anecdote
Making Group Comparisons and Identifying Associations
Teach Epidemiology
18
Science
Transforming Anecdote to Science
Making Group Comparisons and Identifying Associations
Teach Epidemiology
Anecdote
19
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
-
Healthy People
E
Random Assignment
E
DZ
DZ
DZ
DZ
Controlled Trial
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
-
Healthy People
E
E
DZ
DZ
DZ
DZ
Cohort Study
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Case-Control Study
-
DZ
DZ
E
E
E
E
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Cross-Sectional Study
-
E
E
DZ
DZ
Making Group Comparisons and Identifying Associations
Teach Epidemiology
20
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
-
Healthy People
E
Random Assignment
E
DZ
DZ
DZ
DZ
Controlled Trial
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
-
Healthy People
E
E
DZ
DZ
DZ
DZ
Cohort Study
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Case-Control Study
-
DZ
DZ
E
E
E
E
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Cross-Sectional Study
-
E
E
DZ
DZ
d
b
c
a
Making Group Comparisons and Identifying Associations
Teach Epidemiology
The goal of every epidemiological study is to harvest valid and precise information about the
relationship between an exposure and a disease in a population.
The various study designs merely represent different ways of harvesting this information.
Essentials in Epidemiology in Public HealthAnn Aschengrau and George R. Seage III
Making Group Comparisons and Identifying Associations
Teach Epidemiology
Epi Talk
Study Design Epi Talk
Procedures and methods, established beforehand, that are followed by the investigator conducting the study.
Detectives in the Classroom - Investigation 2-6: The Journey
Timing
When are the passengers identified as exposed or unexposed?
E
When are the passengers identified as sick or not sick?
DZ
Timing
When does the epidemiologist start to observe the journey?
-
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
E DZ
Label the Train Tracks
-
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Study Design:
E DZ
Label the Train Tracks
-
Controlled Trial
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
Controlled
Trial
Flow Diagram
Flow Diagram
-
Healthy People
E
Random Assignment
E
DZ
DZ
DZ
DZ
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Study Design:
Label the Train Tracks
Cohort Study
Detectives in the Classroom - Investigation 2-6: The Journey
Cohort Study
Just as in the controlled trial, the epidemiologist is also on the train during the entire journey. But there is an important difference. The epidemiologist is not telling passengers what to do. Rather, the epidemiologist is just observing them and counting. Passengers are not being told to have or not have an exposure, they are just living their normal lives. The epidemiologist, on the ride for the whole journey, just keeps observing everyone’s exposures and whether or not they develop the disease during the journey.
Label the Train Tracks
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
E DZ
Label the Train Tracks
-
Study Design: Cohort Study
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
Cohort
Study
Flow Diagram
Flow Diagram
-
Healthy People
E
E
DZ
DZ
DZ
DZ
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
Cohort
Study
Flow Diagram
Flow Diagram
-
Healthy People
E
E
DZ
DZ
DZ
DZ
Controlled
Trial
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
Cohort
Study
Flow Diagram
Flow Diagram
-
Healthy People
E
E
DZ
DZ
DZ
DZ
Controlled
Trial
Random Assignment
Detectives in the Classroom - Investigation 2-6: The Journey
Review
Observational StudiesEpi Talk
Epidemiologic studies of natural experiments in which the investigator is not involved in the intervention other than to record, classify, count, and statistically analyze results.
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Label the Train Tracks
Study Design: Case-Control Study
Detectives in the Classroom - Investigation 2-6: The Journey
The epidemiologist is not on the journey. Rather, the epidemiologist is waiting at the train station at the end of the journey. As passengers get off the train, the epidemiologist selects sick passengers for the case group and selects passengers who are similar but not sick for the control group. The epidemiologist then asks each person in the case group and control group questions about their exposures during the train ride. The epidemiologist relies on passengers’ memories of their exposures that occurred during the train ride.
Label the Train Tracks
Case-Control Study
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
E
DZ
Label the Train Tracks
-
Study Design: Case-Control Study
Detectives in the Classroom - Investigation 2-6: The Journey
Case-Control
Study
Observational
Study
Flow Diagram
Flow Diagram
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
DZ
-
DZ
E
E
E
E
Detectives in the Classroom - Investigation 2-6: The Journey
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Label the Train Tracks
Study Design: Cross-Sectional Study
Detectives in the Classroom - Investigation 2-6: The Journey
The epidemiologist, who has not been on the journey, stops the train somewhere during the trip (kind of like a train robbery) and takes a “snapshot” of all the passengers by asking them whether or not they have the exposure and whether or not they have the disease. Then the epidemiologist leaves the train and goes home to analyze the data from that particular day. The journey continues without the epidemiologist.
Label the Train Tracks
Cross-Sectional Study
Detectives in the Classroom - Investigation 2-6: The Journey
EDZ
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Label the Train Tracks
-
Study Design: Cross-Sectional Study
Detectives in the Classroom - Investigation 2-6: The Journey
Cross-Sectional
Study
Observational
Study
Flow Diagram
Flow Diagram
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
E
E
-
DZ
DZ
Detectives in the Classroom - Investigation 2-6: The Journey
Epi Talk
Controlled TrialEpi Talk
An epidemiologic experiment in which subjects are assigned into groups to receive or not receive a hypothesized beneficial intervention.
Detectives in the Classroom - Investigation 2-6: The Journey
Epi Talk
Cohort StudyEpi Talk
An analytical epidemiological study design in which the investigator selects a group of exposed individuals and a group of unexposed individuals and follows both groups to compare the frequency with which the disease occurs in each group.
Detectives in the Classroom - Investigation 2-6: The Journey
Epi Talk
Case-Control StudyEpi Talk
An analytical epidemiological study design in which the investigator selects a group of individuals with a disease (cases) and a group of similar individuals without the disease (controls) and compares the frequency with which an exposure occurred in the cases versus the controls.
Detectives in the Classroom - Investigation 2-6: The Journey
Epi Talk
Cross-Sectional StudyEpi Talk
An analytical epidemiological study design in which the investigator selects a group of individuals and determines the presence or absence of a disease and the presence or absence of an exposure at the same time.
Detectives in the Classroom - Investigation 2-6: The Journey
Epi Team Challenge
Epi Team ChallengeDetectives in the Classroom - Investigation 2-7: Epi Team Challenge
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
-
Healthy People
E
Random Assignment
E
DZ
DZ
DZ
DZ
Controlled Trial
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
Healthy People
-
Healthy People
E
E
DZ
DZ
DZ
DZ
Cohort Study
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
-
DZ
DZ
E
E
E
E
Case-Control Study
Time
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
-
E
E
DZ
Cross-Sectional Study
DZ
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist is involved during the entire time from exposure to disease.
Assign treatment and control groups.
Follow through time and compare risk of disease in treatment group with risk of disease in control group.
Give exposure to treatment group, but not control group.
What’s My Design?
Practice Clue
Trial
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Assign treatment and control groups.
What’s My Design?
Clue 1
Begin Epi Team Challenge
Trial
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Observational
Study
Flow Diagram
DZ
-
DZ
E
E
E
E
Clue 2
Case-Control Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Observational
Study
Clue 3
What’s My Design?
Cohort, Case-Control, and Cross-Sectional Studies
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Follow through time and compare risk of disease in exposed group with risk of disease in the unexposed group.
Clue 4
Trial and Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Follow through time and compare risk of disease in treatment group with risk of disease in control group.
Give exposure to treatment group, but not control group.
Clue 5
Trial
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist is involved during the entire time from exposure to disease.
Clue 6
Trial and Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Select a group of people with disease and a similar group of people without disease.
Clue 7
Case-Control Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Healthy People
Flow Diagram
-
Healthy People
E
E
Random Assignment
Non-Observational
Study
Clue 8
Trial
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Observational
Study
Flow Diagram
E
E
-
DZ
DZClue 9
Cross Sectional Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Compare odds of exposure in the two groups.
Clue 10
Case-Control Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Healthy People
Flow Diagram
-
Healthy People
E
E
DZ
DZ
DZ
DZRandom
Assignment
Clue 11
Trial
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Flow Diagram
Clue 12
Cross Sectional Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Flow Diagram
DZ
DZ
DZ
DZObservational
Study
Clue 13
Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Ask each person about both exposure and disease at that point in time.
What’s My Design?
Clue 14
Cross Sectional Study
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Ask both groups about their exposures in the past.
What’s My Design?
Clue 15
Case-Control Study
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Healthy People
Flow Diagram
-
Healthy People
Random Assignment
Clue 16
Trial
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Disease risk in exposed group is compared to disease risk in unexposed group.
Clue 17
Trial, Cohort Study, and Cross Sectional Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Flow Diagram
E
E
-
DZ
DZClue 18
Cross Sectional Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Select a healthy study sample.
Clue 19
Trial (?) and Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Observe who has and has not been exposed.
Clue 20
Cohort and Cross-Sectional Studies
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Clue 21
Give exposure to treatment group, but not control group.
Trial
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Healthy People
Flow Diagram
-
Healthy People
E
EObservational
Study
Clue 22
Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist is involved after disease has occurred and relies on subjects’ memories
to gather information about exposure.
Clue 23
Case-Control Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Select a study sample.
Clue 24
Trial, Cohort, Case-Control, and Cross Sectional Studies
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Healthy People
Flow Diagram
-
Healthy People
E
E
DZ
DZ
DZ
DZObservational
Study
Clue 25
Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist gathers data only at that one point in time.
Clue 26
Cross Sectional Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Flow Diagram
DZ
DZ
DZ
DZ
Clue 27
Trial and Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Follow through time and compare risk of disease in exposed group to risk of disease in unexposed group.
Clue 28
Trial and Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist is involved during the entire time from exposure to disease.
Clue 29
Trial and Cohort Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Flow Diagram
E
E
DZ
DZClue 30
Cross Sectional Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Flow Diagram
DZ
-
DZ
Clue 31
Case-Control Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Ask each person about both exposure and disease at that point in time.
Epidemiologist gathers data only at that one point in time.
Disease risk in exposed group is compared to disease risk in unexposed group.
Select a study sample.
Clue 32
Cross Sectional Study
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist is involved after disease has occurred and relies on subjects’ memories to gather information about exposure.
Select a group of people with disease and a similar group of people without disease.
Compare percent of exposed people in the two groups.
Ask both groups about their exposures in the past.
Case-Control Study
Clue 33
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist is involved during the entire time from exposure to disease.
Select a healthy study sample.
Follow through time and compare risk of disease in exposed group to risk of disease in unexposed group.
Observe who has and has not been exposed.
Cohort Study
Clue 34
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Epidemiologist is involved during the entire time from exposure to disease.
Assign treatment and control groups.
Follow through time and compare risk of disease in treatment group with risk of disease in control group.
Give exposure to treatment group, but not control group.
Trial
Clue 35
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
End Epi Team Challenge
What’s My Design?
Detectives in the Classroom - Investigation 2-7: Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Which Design
Is Best?
Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Epi Team ChallengeEpi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Cross-Sectional
CohortCase-
Control Controlled
Trial
Epi Team ChallengeEpi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Which study design is the fastest?
Epi Team ChallengeEpi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Time Consuming
Which study designs are the most time consuming?
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Most Scientifically Sound
Which study design is the most scientifically sound?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Most Scientifically Sound
Can Study Rare Diseases
Which study design is best for studying rare diseases?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Most Scientifically Sound
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Which study designs do not identify the time order of exposure and disease?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Which study design gives the least confidence in findings?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Which study design provides the best measure of exposure?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Most Accurate Observational Study
Which study design is the most accurate observational study?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Least Expensive
Most Accurate Observational Study
Which study design is the least expensive?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Least Expensive
Unethical for Harmful Exposures
Most Accurate Observational Study
Which study design would be unethical for harmful
exposures?
Time Consuming
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Least Expensive
Good Measure of Exposure
Which study design provides a good measure of exposure?
Most Accurate Observational Study
Time ConsumingUnethical for Harmful exposures
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Least Expensive
Most Expensive
Most Expensive
Most Accurate Observational Study
Which study designs are the most expensive?
Good Measure of Exposure
Time ConsumingUnethical for Harmful exposures
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Least Expensive
Relatively Less Expensive and Relatively Fast
Most Accurate Observational Study
Which study design is relatively less expensive and relatively fast?
Time ConsumingUnethical for Harmful exposures
Most Expensive
Most ExpensiveGood Measure of Exposure
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Least Confidence in Findings
Most Scientifically Sound
Best Measure of Exposure
Possible Time-Order Confusion
Possible Time-Order Confusion
Can Study Rare Diseases
Least Expensive
Relatively Less Expensive and Relatively Fast
Possible Error in Recalling Past Exposures
Most Accurate Observational Study
Which study design creates the possibility of error in recalling past exposures?
Time ConsumingUnethical for Harmful exposures
Most Expensive
Most ExpensiveGood Measure of Exposure
Epi Team Challenge
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
Cross-Sectional Study
Case-Control Study
Cohort Study
Trial
Main WeaknessesMain StrengthsStudy Designs
1 5
62
3 7
84
Fastest
Time Consuming
Most Scientifically Sound
Best Measure of Exposure
Can Study Rare Diseases
Least Expensive
Relatively Less Expensive and Relatively Fast
Possible Error in Recalling Exposures
Most Accurate Observational Study
Which Design Is Best?
Which Design Is Best?
Time Consuming
Unethical for Harmful exposuresMost Expensive
Most Expensive
Possible Time-Order Confusion
Possible Time-Order Confusion
Least Confidence in Findings
Good Measure of Exposure
It depends ….
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
It depends on ….
• Regulations
• Time urgency
• How much is known about the association
• Money
• Whether the exposure is believed to be beneficial
Detectives in the Classroom - Investigation 2-8: Which Design Is Best?
DZ DZ
E
E
db
ca
Flow Diagram 2x2 Table
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
&
“fit”
Designs, Diagrams, and Tables
Healthy People
-
Healthy People
E
E
DZ
DZ
DZ
DZ
DZ DZ
E
Ea
2x2 Table
Where do these people “fit” in the 2x2 table?
Flow Diagram
Controlled Trial
Healthy PeopleHealthy People
E
E
DZ
DZ
DZ
DZ
Random Assignment
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
Eb
Flow Diagram 2x2 Table
Healthy PeopleHealthy People
E
E
DZ
DZ
DZ
DZ
Random Assignment
Where do these people “fit” in the 2x2 table?
Controlled Trial
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E
c
Flow Diagram 2x2 TableFlow Diagram
Healthy PeopleHealthy People
E
E
DZ
DZ
DZ
DZ
Random Assignment
Where do these people “fit” in the 2x2 table?
Controlled Trial
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E
d
2x2 TableFlow Diagram
Healthy PeopleHealthy People
E
E
DZ
DZ
DZ
DZ
Random Assignment
Where do these people “fit” in the 2x2 table?
Controlled Trial
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E
c
Flow Diagram 2x2 Table
Where are these people in the flow diagram?
Cohort Study
Healthy PeopleHealthy People
E
E
DZ
DZ
DZ
DZ
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
Ea
2x2 Table
Where are these people in the flow diagram?
Flow Diagram
Cohort Study
Healthy People
E
E
DZ
DZ
DZ
DZ
Healthy People
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E
d
Flow Diagram 2x2 Table
Where are these people in the flow diagram?
Cohort Study
Healthy People
E
E
DZ
DZ
DZ
DZ
Healthy People
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
Eb
Flow Diagram 2x2 Table
Where are these people in the flow diagram?
Cohort Study
Healthy People
E
E
DZ
DZ
DZ
DZ
Healthy People
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
Ea
Where do these
people go in the
2x2 table?
2x2 Table Flow Diagram
Case-Control Study
DZ
DZ
E
E
E
E
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E
c
Where do these
people go in the
2x2 table?
Flow Diagram2x2 Table
Case-Control Study
DZ
DZ
E
E
E
E
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
Flow Diagram
DZ DZ
E
E b
2x2 Table
Where do these
people go in the
2x2 table?
Case-Control Study
DZ
DZ
E
E
E
E
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
Flow Diagram
DZ DZ
E
E
d
2x2 Table
Where do these
people go in the
2x2 table?
Case-Control Study
DZ
DZ
E
E
E
E
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E aFlow Diagram
2x2 Table
Where do these
people go in the
2x2 table?
Cross-Sectional Study
E
E
DZ
DZ
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E
c
Flow Diagram
2x2 Table
Where do these
people go in the
2x2 table?
Cross-Sectional Study
E
E
DZ
DZ
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
E
d
Flow Diagram
2x2 Table
Where do these
people go in the
2x2 table?
Cross-Sectional Study
E
E
DZ
DZ
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
DZ DZ
E
Eb
Flow Diagram
2x2 Table
Where do these
people go in the
2x2 table?
Cross-Sectional Study
E
E
DZ
DZ
Detectives in the Classroom – Investigation 2-9: Designs, Diagrams, and Tables
132
National Research Council , Learning and Understanding
Teach Epidemiology
Enduring Epidemiological Understandings
Knowledge that “… is connected and organized, and … ‘conditionalized’ to specify the context in which it is applicable.”
The goal of every epidemiological study is to harvest valid and precise information about the
relationship between an exposure and a disease in a population.
The various study designs merely represent different ways of harvesting this information.
Essentials in Epidemiology in Public HealthAnn Aschengrau and George R. Seage III
Making Group Comparisons and Identifying Associations
Teach Epidemiology
135
Hypothesis
Total Risk Relative Risk
a b
c d
or %
or %Exposure Outcome
?Turned Up Together
Healthy People
-
Healthy People
E
E
DZ
DZ
DZ
DZ
Teach Epidemiology
Where are we?
1. Cause
2. Confounding
3. Reverse Time Order
4. Chance
5. Bias
Teach Epidemiology
Explaining Associations and Judging Causation
Coffee and Cancer of the Pancreas
140
Guilt or Innocence?Causal or Not Causal?
Does evidence from an aggregate of studies support a cause-effect relationship?
Teach Epidemiology
Explaining Associations and Judging Causation
141
Sir Austin Bradford Hill “The Environment and Disease:
Association or Causation?” Proceedings of the Royal Society of Medicine
January 14, 1965
Teach Epidemiology
Explaining Associations and Judging Causation
Handout
142
“In what circumstances can we pass from this observed association
to a verdict of causation?”
Teach Epidemiology
Explaining Associations and Judging Causation
143
“Here then are nine different viewpoints from all of which we should study association
before we cry causation.”
Teach Epidemiology
Explaining Associations and Judging Causation
Does evidence from an aggregate of studies support a cause-effect relationship?
1. What is the strength of the association between the risk factor and the disease?
2. Can a biological gradient be demonstrated?
3. Is the finding consistent? Has it been replicated by others in other places?
4. Have studies established that the risk factor precedes the disease?
5. Is the risk factor associated with one disease or many different diseases?
6. Is the new finding coherent with earlier knowledge about the risk factor and the m disease?
7. Are the implications of the observed findings biologically sensible?
8. Is there experimental evidence, in humans or animals, in which the disease has m been produced by controlled administration of the risk factor?
Teach Epidemiology
Explaining Associations and Judging Causation
Timeline
Cohort Study
Randomized Controlled Trial
Timeline
Case-Control Study
Timeline
Cross-Sectional Study
Timeline
E
E
O
O
O
O
E
E
E
E
Healthy PeopleHealthy People
E
Random Assignment
E
O
O
O
O
Healthy PeopleHealthy People
E
E
O
O
O
O
Teach Epidemiology
Explaining Associations and Judging Causation
148
Stress causes ulcers.
Helicobacter pylori causes ulcers.
Teach Epidemiology
Explaining Associations and Judging Causation
152
Epidemiology
Epidemiology
... the study of the distribution and determinants of health-related states or events in specified populations and the application of this study to the control of health problems.
Leon Gordis, Epidemiology, 3rd Edition, Elsevier Saunders, 2004.
153
Outcome
If an association was causal, ….
Hypothesized Exposure XX
… and you avoided or eliminated the hypothesized cause, what would happen to the outcome?
causal, ….
?
Control of Health Problems
154
Outcome
If the association was found due to confounding, ….
Hypothesized Exposure
Unobserved Exposure
X… and you avoided or eliminated the hypothesized cause, what would
happen to the outcome?
?
found due to confounding, ….
Control of Health Problems
155
Hypothesized Exposure
Outcome
If an association was found due to reversed time-order, ….found due to reversed time order, ….
X… and you avoided or eliminated the hypothesized cause, what would
happen to the outcome?
?
Control of Health Problems
156
Outcome
If an association was found due to chance, ….
Hypothesized Exposure
found due to chance, ….
X… and you avoided or eliminated the hypothesized cause, what would
happen to the outcome?
?
Control of Health Problems
157
Outcome
If an association was found due to bias, ….
Hypothesized Exposure
?
found due to bias, ….
X… and you avoided or eliminated the hypothesized cause, what would
happen to the outcome?
Control of Health Problems
158
Outcome
If an association was causal, ….
Hypothesized Exposure XX
… and you avoided or eliminated the hypothesized cause, what would happen to the outcome?
causal, ….
... the study of the distribution and determinants of health-related states or events in specified populations and the application of this study to the control of health problems.
Control of Health Problems
159
1. Cause
2. Confounding
3. Reverse Time Order
4. Chance
5. Bias
... the study of the distribution and determinants of health-related states or events in specified populations and the application of this study to the control of health problems.
Control of Health Problems
160
Suicide Higher in Areas with Guns
Family Meals Are Good for Mental Health
Lack of High School Diploma Tied to US Death
Rate
Study Links
Spanking to
Aggression
Study Concludes: Movies Influence
Youth Smoking
Study Links Iron
Deficiency to Math
Scores
Kids Who Watch R-Rated Movies More Likely to Drink, Smoke
Pollution Linked with Birth Defects in US Study
1. Cause
2. Confounding
3. Reverse Time Order
4. Chance
5. Bias
Snacks Key to Kids’ TV- Linked Obesity: China
Study
Depressed Teens More
Likely to Smoke
Ties, Links, Relationships, and Associations
181Teach Epidemiology
Teachers Team-Teaching Teachers (TTT)
Teach Existing Epidemiological Lessons (EL) (4 Groups)
Team leads other workshop participants in a portion of a selected existing epidemiological lesson.
TTTT
12EL
Teach Epidemiology
Teachers Team-Teaching Teachers (TTT)
Teach Existing Epidemiological Lessons (EL) (4 Groups)
Team leads other workshop participants in a portion of a selected existing epidemiological lesson.
TTTT
13EL
Teach Epidemiology
Teachers Team-Teaching Teachers (TTT)
Teach Existing Epidemiological Lessons (EL) (4 Groups)
Team leads other workshop participants in a portion of a selected existing epidemiological lesson.
TTTT
14EL
View a News Item from an Epidemiological Perspective (NI) (4 Groups)
Team leads other workshop participants in the analysis of a news item from an epidemiological perspective.
Teach Epidemiology
Teachers Team-Teaching Teachers (TTT)
TTTT
15NI