Marginal Odds Ratios: What They Are, How to Compute Them, and Why Sociologists Might Want to Use Them

Research output: Contribution to journalJournal articleResearchpeer-review


  • Full Text

    Final published version, 586 KB, PDF document

As sociologists are increasingly turning away from using odds ratios, reporting average marginal effects is becoming more popular. We aim to restore the use of odds ratios in sociological research by introducing marginal odds ratios. Unlike conventional odds ratios, marginal odds ratios are not affected by omitted covariates in arbitrary ways. Marginal odds ratios thus behave like average marginal effects but retain the relative effect interpretation of the odds ratio. We argue that marginal odds ratios are well suited for much sociological inquiry and should be reported as a complement to the reporting of average marginal effects. We define marginal odds ratios in terms of potential outcomes, show their close relationship to average marginal effects, and discuss their potential advantages over conventional odds ratios. We also briefly discuss how to estimate marginal odds ratios and present examples comparing marginal odds ratios to conventional odds ratios and average marginal effects.
Original languageEnglish
JournalSociological Science
Pages (from-to)332-347
Publication statusPublished - 2023

Number of downloads are based on statistics from Google Scholar and

No data available

ID: 336895272