2. OVERVIEW
What is a cohort study?
Types of cohort studies
Advantages / Disadvantages
What to look in cohort studies?
What is a case-control study?
Advantages / Disadvantages
What to watch out for in case-
control studies?
3. What is a cohort study?
A cohort study tracks two or more groups
forward from exposure to outcome.
4. What is a cohort study?
Compares the experience of a group exposed to some
factor with another group not exposed to the factor.
If the former group has a higher or lower frequency of an
outcome than the unexposed, then an association
between exposure and outcome is evident.
5. Types of cohort studies
Prospective cohort design
Allows exposure to risk factors to be assessed
directly and confounding variables to be considered.
Retrospective cohort design
Is effective for diseases with a long development
time. Sometimes referred to as historical cohort
studies, they offer the advantage of speed and low
cost compared to a prospective cohort.
6. Cohort studies
Advantages Disadvantages
The best way to ascertain both Selection bias is built into cohort
the incidence and natural history studies.
of a disorder.
Is not optimum for rare diseases
Are useful in investigation of or those that take a long time to
multiple outcomes that might develop.
arise after a single exposure.
Loss to follow-up can be a
Are also useful in the study of difficulty. Differential losses to
rare exposures. follow-up between those exposed
and unexposed can bias results.
Reduce the risk of survivor bias.
Can be expensive and time
Allow calculation of incidence
consuming.
rates, relative risks, and
confidence intervals.
7. What to look in cohort studies?
a. Who is at risk? How much selection bias
was present?
b. Who is exposed?
What steps were taken to
c. Who is an appropriate minimize information bias?
control?
How complete was the
d. Have outcomes been follow-up of both groups?
assessed equally?
Were potential confounding
e. Have losses been factors sought and
minimized? controlled for in the
analysis?
8.
9. What is a case-control study?
Is an analytical observation study, which has a
comparison (control) group.
Case control studies are retrospective, and the
main objective is to determine whether or not an
association exists between a disease and a
particular risk factor.
10. What is a case-control study?
They should not be confused with historical cohort
studies (also retrospective).
Case control studies trace backwards from
outcome to exposure.
Cohort studies: Study Case-control studies:
groups are defined by Study groups are defined
exposure. by outcome.
11. Case-control studies
Advantages Disadvantages
Is the most efficient design in If the frequency of exposure is
terms of time, money, and effort. low, case-control studies quickly
become inefficient.
Are also efficient in the
investigation of diseases that have Many methodological issues
a long latency period. affect the validity of the results of
case-control studies.
Are useful to study rare
diseases. Are prone to selection and recall
bias.
Can study multiple risk
factors/exposures. It can be difficult to choose an
appropriate control group.
In general cohort studies can be more efficient than
case-control studies.
12. What to watch out for in case-control studies?
Selection of case and control groups.
Researchers should detail eligibility criteria used for
selection.
Controls should represent the population at risk of
becoming cases.
Selection of controls must be independent of the exposure
being investigated.
13. What to watch out for in case-control studies?
Measurement of exposure information.
Participants, might inaccurately remember past exposures,
especially those that happened a long time ago.
This differential recall (recall bias) causes information bias.
Differential recall between cases and controls led to a biased
estimate of risk.
Investigators who do case-control studies must be aware of
the potential for information bias.
Reports of case-control studies that do not detail use of
memory aids, should make readers skeptical.
14. What to watch out for in case-control studies?
Control for confounding.
Case-control studies need to address confounding bias.
Invalid measurement of potential confounding factors leads
to residual confounding, even after adjustment.
15.
16.
17. REFERENCES
Grimes, D. A., & Schulz, K. F. (2002). Cohort studies: marching
towards outcomes. The Lancet 359, 341-345.
Schulz, K. F., & Grimes, D. A. (2002). Case-control studies:
research in reverse. The Lancet 359, 431-434.
Notas do Editor
The main objective of this session will be to present a brief comparison between both designs, highlighting the main aspects that could threat the validity of the designs.
The term cohort has military, not medical, roots. A cohort was a 300–600-man unit in the Roman army; ten cohorts formed a legion. The etymology of the term provides a useful mnemonic: a cohort study consists of bands or groups of persons marching forward in time from an exposure to one or more outcomes.
In its simplest form, a cohort study compares the experience of a group exposed to some factor with another group not exposed to the factor.
Researchers doing this kind of study must, therefore, go forward in time from the present or go back in time to choose their cohorts. Either way, a cohort study moves in the same direction, although gathering data might not. Historical cohort studies should not be confused with case-control studies (also retrospective). Cohorts track people forward in time from exposure to outcome. Case control studies trace backwards from outcome to exposure.
All participants (both exposed and unexposed) in a cohort study must be at risk of developing the outcome. Cohort studies need a clear, unambiguous definition of the exposure at the outset. The key notion is that controls (the unexposed) should be similar to the exposed in all important respects, except for the lack of exposure. Outcomes must be defined in advance; they should be clear, specific, and measurable. Identification of outcomes should be comparable in every way for the exposed and unexposed to avoid information bias. Reduction of loss to follow-up over time is a challenge, since differential losses to follow-up introduce bias.
SOLVING THE DIET-CANCER MISTERY: SCIENTIFIC STUDIES PROVIDE CLUES. Cohort studies gather data on a large group of healthy people and then follow that group over many years. Study participants may keep daily food diaries or fill out questionnaires about what they eat. As some people in the study develop cancer, researchers zero in on how their diets differed from the people who remained healthy. Did the people who stayed cancer-free eat more blueberries or soy products than the people who developed cancer? What they ate might provide a clue.
Starting with an outcome like disease, these studies look backwards in time for exposures that might have caused the outcome.
Investigators should state how the sample was selected, providing a clear definition of the outcome being studied. Researchers should detail eligibility criteria used for selection. They should gather data preferably from incident rather than prevalent cases. Controls should represent the population at risk of becoming cases. Selection of controls must be independent of the exposure being investigated. If investigators do not select control groups independent of exposure, biases in either direction might result.