ArticleAmerican journal of preventive medicine2017
A Most Odd Ratio:: Interpreting and Describing Odds Ratios.
Article in American journal of preventive medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
39 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Mortality and hospitalization in contaminated sites with petrochemical and steel plants: a meta-regression ecological study.BMC public health · 2025Pooled it
- A systematic review and meta-analysis of haematological malignancies in residents living near petrochemical facilities.Environmental health : a global access science source · 2020Pooled it
- Alive and Ventilator Free: A Hierarchical, Composite Outcome for Clinical Trials in the Acute Respiratory Distress Syndrome.Critical care medicine · 2020Trial
- Detecting Adverse Events Following Acute Care Encounters among Veterans Prescribed Non-Steroidal Anti-Inflammatory Drugs.Journal of the American College of Emergency Physicians open · 2026Article
- From review to synthesis: A step-by-step methodological guide to systematic reviews and multilevel meta-analyses.Behavior research methods · 2026Article
- Factors Associated with Deferred Enrollment in Master of Public Health Programs: An Analysis of 99,000 Accepted Students from 2013 to 2024.Journal of community health · 2026Article
- Association of pre-culture antimicrobial therapy with culture positivity in patients with vertebral osteomyelitis: a 16-year cohort study.BMC infectious diseases · 2026Article
- Assessing gastroesophageal reflux disease (GERD) threat 5 years following laparoscopic vertical sleeve gastrectomy (LVSG) and laparoscopic Roux-en-Y gastric bypass (LRYGB): which measure of association is appropriate, odds ratio (OR) or relative risk (RR)?Translational gastroenterology and hepatology · 2026Article
- Health Literacy and Awareness of Family Health History in the All of Us Research Program.Public health genomics · 2026Article
- Association between skin autofluorescence and all-cause mortality, cardiovascular mortality and cardiovascular disease: a systematic review and meta-analysis.Clinical research in cardiology : official journal of the German Cardiac Society · 2025Review
- Article
- The association of status transitions from school to work with leisure-time physical activity on weekdays: a longitudinal analysis of data from the German Socio-Economic Panel.BMC public health · 2025Article
- Around the EQUATOR With Clin-STAR: Systematic Reviews of Intervention Effectiveness; Challenges and Opportunities.Journal of the American Geriatrics Society · 2025Article
- Associations of Co-Occurring Substance Use Disorder With Diabetes Care Quality, Complications, and Hospitalizations.Medical care · 2025Article
- Type 1 Diabetes/Hidradenitis Suppurativa Comorbidity-A Population-Based Study.Journal of clinical medicine · 2025Article
- Utilization of antenatal care among immigrant women in Norway: a nationwide register-based cohort study.BMC pregnancy and childbirth · 2025Article
- Increased risk of smoking and pain in individuals with intermittent explosive disorder in the All of Us dataset.Frontiers in psychiatry · 2025Article
- The severity of depressive symptoms as a mediator in the sleep-osteoarthritis risk pathway: insights from the ELSA cohort.Frontiers in nutrition · 2025Article
- A pilot study to identify factors associated with frailty within the World Trade Center general responder cohort.American journal of industrial medicine · 2024Article
- Noninvasive Risk Prediction Models for Heart Failure Using Proportional Jaccard Indices and Comorbidity Patterns.Reviews in cardiovascular medicine · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
introductionThe OR is one of the most commonly used measures of association in preventive medicine, and yet it is unintuitive and easily misinterpreted by journal authors and readers.
methodsThis article describes correct interpretations of ORs, explains how ORs are different from risk ratios (RRs), and notes potential supplements and alternatives to the presentation of ORs that may help readers avoid confusion about the strength of associations.
resultsORs are often interpreted as though they have the same meaning as RRs (i.e., ratios of probabilities rather than ratios of odds), an interpretation that is incorrect in cross-sectional and longitudinal analyses. Without knowing the base rate of the outcome event in such analyses, it is impossible to evaluate the size of the absolute or relative change in risk associated with an OR, and misinterpreting the OR as an RR leads to the overestimation of the effect size when the outcome event is common rather than rare in the study sample. In case-control analyses, whether an OR can be interpreted as an RR depends on how the controls were selected.
conclusionsEducation, peer reviewer vigilance, and journal reporting standards concerning ORs may improve the clarity and accuracy with which this common measure of association is described and understood in preventive medicine and public health research.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.