ArticleSports medicine (Auckland, N.Z.)2018
Doping in Two Elite Athletics Competitions Assessed by Randomized-Response Surveys.
Article in Sports medicine (Auckland, N.Z.), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 4 of them syntheses that pooled it.
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Who cites it
50 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Doping Prevalence in Sport from Indirect Estimation Models: A Systematic Review and Meta-analysis.Sports medicine - open · 2026Pooled it
- Doping Prevalence in Competitive Sport: Evidence Synthesis with "Best Practice" Recommendations and Reporting Guidelines from the WADA Working Group on Doping Prevalence.Sports medicine (Auckland, N.Z.) · 2021Pooled it
- Efficient Ways to Combat Doping in a Sports Education Context!? A Systematic Review on Doping Prevention Measures Focusing on Young Age Groups.Frontiers in sports and active living · 2021Pooled it
- Performance-Enhancing Drugs in Healthy Athletes: An Umbrella Review of Systematic Reviews and Meta-analyses.Sports healthPooled it
- Angiogenic Doping: Plausible Yet Difficult to Detect.Sports medicine (Auckland, N.Z.) · 2026Review
- Erythropoiesis-Targeted Doping in Sports: From Improved Oxygen Transport to Cardiovascular Risk.Pathophysiology : the official journal of the International Society for Pathophysiology · 2026Review
- Charting the Scientific Landscape of Indirect Estimation Models in Doping Prevalence Research: A Bibliometric Analysis with Narrative Appraisal.Sports (Basel, Switzerland) · 2026Review
- The Role of Athlete Support Personnel in Anti-Doping: A Narrative Review of Contemporary Evidence.Healthcare (Basel, Switzerland) · 2026Review
- Performance-enhancing drug use in sports: a Bayesian variable selection and profile regression approach to identifying risk factors and estimating prevalence.Substance abuse treatment, prevention, and policy · 2026Article
- Frequency of intravenous therapy use in elite adult track and field athletes.Frontiers in sports and active living · 2026Article
- A Preliminary Investigation of a Conceptual Framework of Performance Enhancement Across Different Life Domains.Sports (Basel, Switzerland) · 2025Article
- Health and Performance Challenges in the Era of Human Enhancement: Insights from Sport Medicine Professionals.Sports medicine (Auckland, N.Z.) · 2025Article
- Latent Motivation Profiles and Doping in Sport and Exercise: An Integrative Approach Based on Achievement Goal and Self-Determination Theories.Scandinavian journal of medicine & science in sports · 2025Article
- Perceived Coach-Created Empowering and Disempowering Climate Effects on Athletes' Intentions to Use Doping: The Mediational Role of Self-Regulatory Efficacy and Attitudes towards Doping.Sports (Basel, Switzerland) · 2024Article
- The analysis of randomized response "ever" and "last year" questions: A non-saturated Multinomial model.Behavior research methods · 2024Article
- DOPING CONTROL IN MALE SOCCER PLAYERS IN BRAZIL: 10 YEARS OF FOLLOW-UP.Acta ortopedica brasileira · 2024Article
- Qualitative analysis of the factors associated with whistleblowing intentions among athletes from six European countries.Frontiers in sports and active living · 2024Article
- Can the recent sex-specific evolutions in elite running performances be attributed to advanced footwear technology?Frontiers in sports and active living · 2024Article
- Assessing the Prevalence of Doping Among Elite Athletes: An Analysis of Results Generated by the Single Sample Count Method Versus the Unrelated Question Method.Sports medicine - open · 2023Article
- Adaptation and Validation of the Lithuanian Version of the Sport-Specific Doping Self-Regulatory Efficacy Scale.International journal of environmental research and public health · 2023Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDoping in sports compromises fair play and endangers health. To deter doping among elite athletes, the World Anti-Doping Agency (WADA) oversees testing of several hundred thousand athletic blood and urine samples annually, of which 1-2% test positive. Measures using the Athlete Biological Passport suggest a higher mean prevalence of about 14% positive tests. Biological testing, however, likely fails to detect many cutting-edge doping techniques, and thus the true prevalence of doping remains unknown.
methodsWe surveyed 2167 athletes at two sporting events: the 13th International Association of Athletics Federations Word Championships in Athletics (WCA) in Daegu, South Korea in August 2011 and the 12th Quadrennial Pan-Arab Games (PAG) in Doha, Qatar in December 2011. To estimate the prevalence of doping, we utilized a "randomized response technique," which guarantees anonymity for individuals when answering a sensitive question. We also administered a control question at PAG assessing past-year use of supplements.
resultsThe estimated prevalence of past-year doping was 43.6% (95% confidence interval 39.4-47.9) at WCA and 57.1% (52.4-61.8) at PAG. The estimated prevalence of past-year supplement use at PAG was 70.1% (65.6-74.7%). Sensitivity analyses, assessing the robustness of these estimates under numerous hypothetical scenarios of intentional or unintentional noncompliance by respondents, suggested that we were unlikely to have overestimated the true prevalence of doping.
conclusionsDoping appears remarkably widespread among elite athletes, and remains largely unchecked despite current biological testing. The survey technique presented here will allow future investigators to generate continued reference estimates of the prevalence of doping.
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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.