Advanced Statistics: Up with Odds Ratios! A Case for Odds Ratios When Outcomes Are Common

2002 Academic Emergency Medicine 71 citations

Abstract

Treatment comparisons from clinical studies involving dichotomous outcomes are often summarized using risk ratios. Risk ratios are typically used because the underlying statistical model is often consistent with the underlying biological mechanism of the treatment and they are easily interpretable. The use of odds ratios to summarize treatment effects has been discouraged, especially in studies in which outcomes are common, largely because odds ratios differ from risk ratios and are frequently interpreted incorrectly as risk ratios. In this article, the author contends that risk ratios can be easily misinterpreted and that, in many cases, odds ratios should be preferred, especially in studies in which outcomes are common.

Keywords

Odds ratioOddsMedicineDiagnostic odds ratioStatisticsConfidence intervalInternal medicineLogistic regressionMathematics

MeSH Terms

HumansOdds RatioOutcome AssessmentHealth CareShockHemorrhagic

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Publication Info

Year
2002
Type
article
Volume
9
Issue
12
Pages
1430-1434
Citations
71
Access
Closed

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Thomas D. Cook (2002). Advanced Statistics: Up with Odds Ratios! A Case for Odds Ratios When Outcomes Are Common. Academic Emergency Medicine , 9 (12) , 1430-1434. https://doi.org/10.1111/j.1553-2712.2002.tb01616.x

Identifiers

DOI
10.1111/j.1553-2712.2002.tb01616.x
PMID
12460851

Data Quality

Data completeness: 81%