Application in different study designs

Application in different study designs

Application in different study designs

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OR vs. RR - A Tale of Two Ratios

Calculations for both ratios are derived from a 2x2 contingency table, which categorizes individuals by exposure and disease status.

Disease +Disease -
Exposedab
Unexposedcd
  • Relative Risk (RR): Compares the incidence (risk) of disease between exposed and unexposed groups. Primarily used in cohort studies.

    • RR = $[a/(a+b)] / [c/(c+d)]$
  • Odds Ratio (OR): Compares the odds of prior exposure between the diseased group and the non-diseased group. The main measure for case-control studies.

    • OR = $(a/c) / (b/d) = ad/bc$
    • 📌 Mnemonic: OR is the 'cross-product' of the 2x2 table.

⭐ For rare diseases (low prevalence), the OR provides a good approximation of the RR.

Interpreting Ratios - What Do the Numbers Mean?

The value of an Odds Ratio (OR) or Relative Risk (RR) quantifies the association between an exposure and an outcome.

Ratio ValueInterpretation of Association
> 1.0↑ Increased odds/risk. The exposure is a risk factor.
= 1.0No association. Exposure does not alter outcome odds/risk.
< 1.0↓ Decreased odds/risk. The exposure is a protective factor.

Study Designs - The Right Tool for the Job

Study DesignTemporal DirectionAppropriate Measure
Cohort StudyProspective or RetrospectiveRelative Risk (RR)
Case-ControlRetrospective OnlyOdds Ratio (OR)
Cross-SectionalSnapshot in TimeOdds Ratio (OR)

⭐ Case-control studies are retrospective and cannot be used to calculate incidence. Therefore, you MUST use the odds ratio as the measure of association.

Case-control study design flow chart

High‑Yield Points - ⚡ Biggest Takeaways

  • Odds ratio (OR) is the primary measure of association in case-control studies.
  • Relative risk (RR) is the standard for cohort studies (prospective or retrospective) and RCTs.
  • Incidence cannot be calculated in case-control designs, so RR is not applicable.
  • Cross-sectional studies also utilize the OR.
  • The OR approximates the RR when the disease is rare (low prevalence).
  • An OR > 1 indicates increased odds of exposure in cases.

Practice Questions: Application in different study designs

Test your understanding with these related questions

A research team develops a new monoclonal antibody checkpoint inhibitor for advanced melanoma that has shown promise in animal studies as well as high efficacy and low toxicity in early phase human clinical trials. The research team would now like to compare this drug to existing standard of care immunotherapy for advanced melanoma. The research team decides to conduct a non-randomized study where the novel drug will be offered to patients who are deemed to be at risk for toxicity with the current standard of care immunotherapy, while patients without such risk factors will receive the standard treatment. Which of the following best describes the level of evidence that this study can offer?

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Flashcards: Application in different study designs

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_____ studies are observational studies that compares groups with a given exposure or risk factor to a group without such exposure

TAP TO REVEAL ANSWER

_____ studies are observational studies that compares groups with a given exposure or risk factor to a group without such exposure

Cohort

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