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. Author manuscript; available in PMC: 2024 Aug 10.
Published in final edited form as: Annu Rev Biomed Data Sci. 2023 Apr 11;6:23–45. doi: 10.1146/annurev-biodatasci-020722-105958

Table 1.

Observational Population Research Study Designs

Cohort Studies
Prospective Retrospective Case-Control Studies
Study Group Exposed persons a+b Exposed persons a+b Persons with the disease (cases): a+c
Comparison Group Nonexposed persons c+d Nonexposed persons c+d Persons without disease (controls): b+d
Outcome Measurements Incidence in the exposed aa+b
And incidence in the nonexposed cc+d
Incidence in the exposed aa+b
And incidence in the nonexposed cc+d
Proportion of cases exposed aa+c
And proportion of controls exposed bb+d
Measures of Risk Absolute Risk, Relative Risk, Odds Ratio, Attributable Risk Absolute Risk, Relative Risk, Odds Ratio, Attributable Risk Odds ratio and attributable Risk.
Temporal Relationship between exposure and disease Easy to establish Sometimes hard to establish Sometimes hard to establish
Multiple Associations Possible to study association of an exposure with several diseases Possible to study association of an exposure with several diseases Possible to study association of an exposure with several diseases
Time required for the study Generally, long because of need to follow-up the subjects May be short Relatively short
Cost of study Expensive Generally, less expensive than prospective studies Relatively inexpensive
Population size needed Relatively large Relatively large Relatively small
Potential Bias Assessment of outcome Susceptible to bias both in assessment of exposure and assessment of outcome Assessment of exposure
Best when Exposure is rare, disease is frequent among exposed Exposure is rare, disease is frequent among exposed Disease is rare and exposure is frequent among persons with disease
Problems Selection of nonexposed comparison group often difficult. Changes over time in criteria and methods. Selection of nonexposed comparison group often difficult. Changes over time in criteria and methods. Selection of appropriate controls often difficult. Incomplete information on exposure.