week 5 cohort and case control studies Flashcards
what is the time dimension of a cohort study
looking at people over time from exposure to outcome
how is a cohort study designed?
two groups exposed and unexposed
then divided into who develops the disease and who doesn’t in each group
when does a prospective cohort study start
after the exposure before the outcome or before the exposure and outcome
when does a retrospective cohort study start
after exposure and outcome have occured
what are potential biases in cohort studies
- from non-response or loss of follow up
- from bias in assessment of outcome
- information bias - different info gathered for exposed and unexposed
the major potential biases in cohort studies is
the cofounding variable that alters the association between exposure and disease
cohort study advantages
- Can establish population-based incidence
- Can examine rare exposures (e.g., asbestos →
lung cancer) - Temporal relationship can be inferred (prospective design)
- Time-to-event analysis is possible
- Multiple outcomes can be studied
cohort studies disadvantages
- Lengthy and expensive
- May require very large samples
- Not suitable for rare diseases or diseases with long latency
- Unexpected environmental changes may influence the association
- Loss-to-follow-up biases
- Sub-clinical disease may go undetected at baseline
design of case control studies
opposite of cohort studies
you take two groups - one has the disease “cases” and one does not have the disease “controls”
* then you determine whether or not members of each group were exposed or not to exposure
can we estimate the prevalence of disease in a population from a case control study?
No, you cannot directly estimate the prevalence of a disease in a population from a case-control study. Normall you would use population surveys or cross sectional studies?
can case control studies study multiple exposures
yes
Case control studies are good for studying….
rare diseases, new diseases, diseases of little know etiology can look at multiple exposures that contribute, diseases that need medical care
what does a case definition need to be
Need clear diagnostic criteria with high sensitivity and specificity
* Sensitivity = correctly identify those with disease
* Specificity = correctly identify those without disease
what is an ideal case study
ALL cases in a defined population over a specified period of time
(or a representative sample of ALL)
* Population can be defined geographically or by membership (e.g., occupational group)
* Selection process can be facilitated by surveillance registry
* But, can be very expensive and thus unfeasible
how do you conduct case selection participants
Most common:
* All (or representative sample of) cases diagnosed (or receiving care) in certain facilities within a specified time period or death certificates
how to conduct control selection
- Controls should be “free of disease, similar in all other respects”
- Controls should be selected in an unbiased manner from those individuals who would have been included in the case series, had they developed the disease under study
most common control selection for case studies is
people at home nonhospitalized
or hospital or clinic patients with unrelated cases of disease
pros of case control studies
Relatively inexpensive
* Compared with prospective cohort studies
Can study multiple exposures at once
* Including investigations of interactions among exposures
Can be conducted in relatively short time period * Usually at least 1 year – up to a few years
Generally require relatively small numbers of cases and controls for study
cons of case control studies
- Not well suited to study weak associations
- Hard to distinguish between a true weak association and one due to bias
- You need a fair sample size
- Often potentially differential response rates by exposure status for cases and controls, leading to selection bias
- Misclassification of exposure
- Recall bias – diseased folks remember more exposure than controls
- Poor recall – cases and/or controls can’t remember their exposures well enough
- Reporting accuracy bias - differential reporting due to disease
- Other forms of information bias
Comparing cohort vs case control studies
cohort study compares incidence rates of disease in exposure and nonexposed
case control study compare the proportions exposed in people with the disease and without
* cohort studies can determine incidence and case control cannot