Lecture 7, part 1 Flashcards
Steps in cohort design
Population is divided into eligible and not eligible
Eligible pop is divided into exposed and unexposed
Exposed and unexposed are both divided into diseased and not diseased
At the time the exposure status is determined in cohort studies, all potential subjects must be _________.
Disease-free
What is the goal of cohort studies?
To compare the occurrence of the outcome (dz) across categories of the RFs or determinants (exposure)
To simulate the results of an experiment had one been possible
How are cohort studies similar to experimental studies?
Make comparisons across two or more exposure groups
Follow participants to monitor for one or more outcomes
Groups selected to achieve comparability and efficiency
Relative proportion of subjects in compared groups might not reflect that of the general pop (generalizability issues)
How are cohort studies different from experimental studies?
Participants are not randomized (no manipulation of exposure)
Participants generally self-select exposure and are aware of it
What are the directions of cohort studies?
Prospective
Retrospective
Ambidirectional
Aspects of prospective cohort studies
Outcomes have not occurred when study is initiated
Collect baseline (or ongoing) exposure information
Able to choose how to measure the outcome (and possibly the exposure)
Aspects of retrospective cohort studies
Both exposures and outcomes of interest have already occurred when the study is initiated (only studies prior outcomes)
Useful for unusual exposures, occupational exposures, or dzs with long empiric induction periods
Relies on data collected by original researcher or clinician
Aspects of ambidirectional cohort studies
Exposures and some outcomes have occurred when study is initiated, other outcomes have not yet
For common RFs or exposures, from where should the sample be drawn?
General pop
For rare exposures, from where should the sample be drawn?
Select “special cohorts” at higher risk
What should occur for better data and compliance in terms of selecting a cohort pop?
Select a particular subset of the general pop
-Improved ability to obtain more complete and accurate info, easier to conduct f/u
What are the two types of cohort pops?
Fixed
Dynamic
Which are preferred- fixed or dynamic? Why?
Fixed because it is more difficult to establish eligibility and track ppl than in an open cohort (since they can enter/leave at any time)
What are the ideal characteristics of the comparison group?
Would be exactly the same as the exposed group except that they would be unexposed
-Since this is impossible, comparison group should be as similar as possible to the exposed group on all other factors that might influence the outcome
With the comparison group, what needs to be ascertained?
Baseline exposure(s) of interest as well as all possible confounding factors for both groups
How can participants differ from non-participants?
May impact generalizability and validity of study results
Consider motivation for participation/retention in study
True exposure/outcome relationship will be biased if non-participation is related to both the exposure and/or other RFs for the outcome under study
What are the types of comparison groups in cohort studies?
Internal comparison group
External comparison group
General population
Strengths of internal comparison group
Most comparable to exposed group
Weaknesses of internal comparison group
May be difficult to identify
Strengths of external comparison group
Fairly comparable, might be easier to access/retain than sample from general pop
Weaknesses of external comparison group
Results often difficult to interpret because comparison cohort often has other exposures
Strengths of general population as comparison group
Accessible
Stable data
Weaknesses of general pop as comparison group
Lack of comparability with exposed group
Healthy worker effect
Data on key variables may be missing
What are good practices in measuring the exposure?
Should be as objective as possible (avoid bias)
Use previous methods if applicable
Can validate exposure measurement using a sub-sample or use multiple methods of measurement
What should be done if exposure status is likely to change over time?
Repeated measurements