Summary
Highlights
Epidemiological study designs are broadly categorized into observational and interventional based on the investigator's role. Observational studies involve merely observing subjects, while interventional studies involve the investigator actively intervening.
Observational studies include case reports (detailed data from one patient), case series (summaries from multiple similar cases), cross-sectional studies (prevalence snapshot at a point in time), case-control studies (comparing exposure history between cases and controls), and cohort studies (following exposed and unexposed groups over time to compare incidence).
Interventional studies involve the investigator giving interventions. These can be non-randomized or, ideally, randomized controlled trials (RCTs), where interventions are assigned randomly to compare outcomes, offering the strongest evidence.
Case reports, case series, and cross-sectional studies are generally descriptive, generating hypotheses but not proving associations due to lack of comparison groups or temporality information. Case-control, cohort, and interventional studies are analytic, capable of testing associations between exposures and outcomes.
When comparing groups of people, like countries, and their rates of disease or exposure, it's called a correlational or ecological study. These are observational but cannot prove individual-level hypotheses, as assuming so leads to ecological fallacy.
Randomized controlled trials are considered the strongest study design, forming a hierarchy with case reports at the simplest end. The choice of study design depends on the research question, available resources, time, and feasibility.