Table 1.
Method | Strengths | Limitations |
---|---|---|
Cohort | Exposure precedes outcomes Can explore multiple outcomes Allow rare exposures Can estimate the incidence of outcomes |
Time- and resource- consuming Difficult to study rare outcomes |
Case–control | Can explore multiple exposures Allow rare outcomes Quicker and cheaper (compared to cohort studies) |
Difficult to study rare exposures Difficult to select proper cases and controls Cannot estimate the incidence of outcomes |
Self-controlled case series (SCCS) | Eliminates time-invariant confounders Less data-intensive (compared to cohort or case–control studies) Temporal variables such as age can be accounted for by subdividing the observation period |
Sensitive to time-variant confounders Cannot estimate the incidence of outcomes Not suitable when any of the following assumptions is violated Outcome events are rare or independent of each other Occurrence of outcome event is independent of the exposures Occurrence of outcome event or any subsequent conditions stemming from the event should not censor the observation period |
Case-crossover (CCO) | Eliminates time-invariant confounders Less data-intensive (compared to cohort or case–control studies) Exposure-trend bias can be addressed by case–time–control (CTC) or case–case–time–control (CCTC) |
Sensitive to time-variant confounders Cannot estimate the incidence of outcomes Not suitable when any of the following assumptions is violated Transient exposures and acute outcomes Exposure has a stable trend over time CTC and CCTC may reintroduce control-selection bias if the external controls are not well-matched |