ReviewSports medicine (Auckland, N.Z.)2015
Prevalence of doping use in elite sports: a review of numbers and methods.
Review in Sports medicine (Auckland, N.Z.), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03402022 (Drug Use During a Very Long Distance Mountain Trail), which is not on this map. Cited by 81 papers, 4 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.
Drug Use During a Very Long Distance Mountain Trail: a Study Using Automated Urine Collection
Who cites it
81 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
- Psychosocial predictors of doping intentions and use in sport and exercise: a systematic review and meta-analysis.British journal of sports medicine · 2024Pooled 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
- Erythropoiesis-Targeted Doping in Sports: From Improved Oxygen Transport to Cardiovascular Risk.Pathophysiology : the official journal of the International Society for Pathophysiology · 2026Review
- Rapid Analysis of Sports Prohibited Substances in Black Market Pharmaceutical Products Using Atmospheric Solids Analysis Probe-Mass Spectrometry.Analytical science advances · 2026Article
- 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
- Ugandan athletes' and coaches' experiences and perceptions on the effectiveness and legitimacy of the doping control process.BMC sports science, medicine & rehabilitation · 2025Article
- The effect of doping, anti-doping measures, and sociological factors on the annual distribution of all-time top performances in short, middle, and long-distance running.Frontiers in sports and active living · 2025Article
- Performance-enhancing substances in sport: A scientometric review of 75 years of research.Drug testing and analysis · 2025Review
- Safeguarding athletes and anti-doping: applying theories of vulnerability.Frontiers in sports and active living · 2025Article
- Impacts of Anabolic-androgenic steroid supplementation on female health and offspring: Mechanisms, side effects, and medical perspectives.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2024Review
- Modeling Evasive Response Bias in Randomized Response: Cheater Detection Versus Self-protective No-Saying.Psychometrika · 2024Article
- Doping Prevalence among U.S. Elite Athletes Subject to Drug Testing under the World Anti-Doping Code.Sports medicine - open · 2024Article
- DOPING CONTROL IN MALE SOCCER PLAYERS IN BRAZIL: 10 YEARS OF FOLLOW-UP.Acta ortopedica brasileira · 2024Article
- Abusive use of anabolic androgenic steroids, male sexual dysfunction and infertility: an updated review.Frontiers in toxicology · 2024Review
- Identification of doping suspicions through artificial intelligence-powered analysis on athlete's performance passport in female weightlifting.Frontiers in physiology · 2024Article
21 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The prevalence of doping in elite sports is relevant for all those involved in sports, particularly for evaluating anti-doping policy measures. Remarkably, few scientific articles have addressed this subject so far, and the last review dates back to 1997. As a consequence, the true prevalence of doping in elite sports is unknown. Even though it is virtually impossible to uncover the exact prevalence of a prohibited activity such as doping, various methods are available to uncover parts of this particular problem, which enables the circumvention (to a certain degree) of the issues of truthfulness, definition problems and the limits of pharmacological evidence. This review outlines the various methods that exist and presents the scarce data available in this area. It is concluded that a combination of questionnaires using the Randomised Response Technique and models of biological parameters is able to provide the statistical possibilities to reveal accurate estimates of this often undisclosed practice. Data gathered in this way yield an estimation of 14-39% of current adult elite athletes who intentionally used doping. These period prevalences have been found in specific sub-groups of elite athletes, and the available data suggest that the prevalence of doping is considerably different between sub-groups with varying types of sport, levels and nationalities. The above-mentioned figure of 14-39% is likely to be a more accurate reflection of the prevalence of intentional doping in elite sports than that provided by doping control test results (estimate of doping: 1-2% annually) or questionnaire-based research (estimations between 1 and 70% depending on sport, level and exact definitions of intent and doping). In the future, analytical science may play a more important role in this topic if it may become feasible to detect very low concentrations of prohibited substances in sewage systems downstream of major sporting events. However, it is clear that current doping control test results show a distinct underestimation of true doping prevalence. It does not seem feasible to distil better estimates of the prevalence of doping based on performance indicators or ego documents because of the various existing effects that influence athletic performance. Such information can only be used as extra information to augment the accuracy of prevalence rates that have been found by using other techniques. True doping prevalence studies have been scarce in elite sports so far. With the correct application of the available scientific methods, preferably using harmonised definitions of the terms 'doping' and 'elite sports', more information on this topic may be gathered in a relatively short time. This would assist anti-doping professionals in the future in order to evaluate the effects of possible anti-doping measures, and better anti-doping policies would serve athletes who compete without doping. The existing anti-doping measures seriously impact the lives of elite athletes and their immediate entourage, which imposes a moral burden to evaluate these measures in the best possible way.
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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.