Definition and research guide
This page combines a MeSH definition, publication statistics and selected research abstracts. It is a starting point for reading the literature, not a medical textbook or a systematic evidence review.
Content available: 4 complete abstracts (1,193 words), 10 references. Full article text is not stored or reproduced here; follow the PMID, DOI or PMC links to read the original sources and their access terms.
Definition
Undertaking a task involving a challenge for achievement or a desirable goal in which there is a lack of certainty or a fear of failure. It may also include the exhibiting of certain behaviors whose outcomes may present a risk to the individual or to those associated with him or her.
Definition: NLM Medical Subject Headings (MeSH) scope note (Public domain (U.S. National Library of Medicine); attribution requested). View the MeSH record.
Also known as: Risk Taking; Risk Behavior; Behavior, Risk; Behaviors, Risk; Risk Behaviors.
Where it fits in the MeSH classification
- Broader topics
- Behavior
- Narrower topics
- Gambling
- See also
- Dangerous Behavior
Research landscape
PubMed indexes 39,047 records tagged with the MeSH heading “Risk-Taking” (counts retrieved 2026-10-31). 7,014 of them (18.0%) were published from 2020 onward, and the busiest period so far is 2010-2019 with 17,223 records.
Reviews account for 3,114 records (8.0%) and meta-analyses for 400. Randomized controlled trials number 1,658 (4.2%) as a share of all records on the topic.
Show the data
| Period | Records |
|---|---|
| through 1999 | 3,850 |
| 2000-2009 | 10,960 |
| 2010-2019 | 17,223 |
| 2020 onward | 7,014 |
Publication-type chart data
| Type | Records | Share |
|---|---|---|
| Reviews | 3,114 | 8.0% |
| Meta-analyses | 400 | 1.0% |
| Randomized controlled trials | 1,658 | 4.2% |
Method: PubMed query "Risk-Taking"[MeSH Terms] with publication-type and date filters, retrieved 2026-10-31.
Reading the evidence in psychiatry and psychology
Research on mental health and behaviour relies on questionnaires, interviews and rating scales rather than physical measurements, so how a condition was defined and measured shapes every result. Many studies are observational or small, placebo responses can be large, and findings in one group or culture may not carry over to another. Nothing on this page is advice about diagnosis or treatment; anyone worried about their mental health should talk to a qualified clinician. Check how outcomes were measured, who took part and how long they were followed.
Evidence from open-access studies
These open-access studies come from PubMed’s best-match results for this heading (papers whose main topic it is), ranked here by citation count, with one recent addition. Each abstract is reproduced in full under its recorded open licence so that you can read the authors’ own words. They illustrate the literature; they are not a systematic summary of it. Citation counts measure attention, not reliability or clinical benefit.
| Study / authors | Year | Source label / design | Europe PMC citations | Licence / source |
|---|---|---|---|---|
| Research priorities in gambling: Findings of a large-scale expert study | 2025 | Research article Design not recorded in structured metadata | 12 | cc by PMID 41026532 · DOI · PMC12486284 |
| Associations Between Online Casual Sexual Behavior and HIV-Related Risk Behaviors Among Men Who Have Sex With Men in Southeast China: Cross-Sectional Study | 2025 | Research article Design not recorded in structured metadata | 7 | cc by PMID 41105926 · DOI · PMC12533978 |
| Personality and impulsivity traits associated with problematic online gaming and poker playing | 2025 | Research article Design not recorded in structured metadata | 5 | cc by PMID 41476083 · DOI · PMC12765006 |
| The role of ovarian hormones in risk aversion in female rats | 2026 | Research article Design not recorded in structured metadata | 4 | cc by PMID 41588114 · DOI · PMC13013617 |
Research priorities in gambling: Findings of a large-scale expert study [1]
Abstract reading summary — source excerpts
- Opening excerpt
- ObjectiveWhile gambling is a growing public health concern, research resources are limited, and no guidance is available to prioritise research.
- Closing excerpt
- The results provide information for researchers and other stakeholders for future projects and funding.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (263 words)
ObjectiveWhile gambling is a growing public health concern, research resources are limited, and no guidance is available to prioritise research. This study aimed to identify priorities for gambling research on a global scale using a systematic, transparent, and democratic methodology to inform researchers and other stakeholders.MethodsLeading gambling researchers were invited to list gambling-related research questions that can contribute to strengthening evidence-based policy, prevention, and effective early intervention and treatment of problem gambling. Suggestions were consolidated into research options and evaluated against six criteria (Answerability, Feasibility, Effectiveness, Impact on equity and an additional two based on the category of research options: Novelty and Relevance for description-type, Potential for burden reduction and Deliverability for intervention-related options). Stakeholders (n = 14) assigned relative weights to each criterion, and options were ranked according to their weighted research priority scores.ResultsWith input from 46.9% of eligible researchers (n = 307) from 35 countries, 1,361 questions were consolidated into 102 options. Evaluations showed strong agreement between experts, and the top 25 priorities were identified. The results highlight the need for further knowledge about the epidemiology, etiology, and consequences of problem gambling. Top-priority topics indicate the importance of focusing on vulnerable and minority groups, youth, significant others, technological innovations, advertisements, the convergence of gaming and gambling, and co-occurring conditions. Evaluating and tailoring existing measures were prioritised more highly than new interventions, and identifying factors underlying treatment seeking, drop-out and relapse was also considered a priority.ConclusionsThis initiative successfully involved the global research community in identifying gambling research priorities. The results provide information for researchers and other stakeholders for future projects and funding.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 41026532 · DOI · PMC12486284
Associations Between Online Casual Sexual Behavior and HIV-Related Risk Behaviors Among Men Who Have Sex With Men in Southeast China: Cross-Sectional Study [2]
Abstract reading summary — source excerpts
- Opening excerpt
- BackgroundWith the growing popularity and convenience of the internet, an increasing number of men who have sex with men (MSM) are seeking casual sexual partners online.
- Closing excerpt
- Future HIV prevention efforts should emphasize behavioral interventions tailored to MSM who use dating apps.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (421 words)
BackgroundWith the growing popularity and convenience of the internet, an increasing number of men who have sex with men (MSM) are seeking casual sexual partners online. However, the effect of online casual sexual behavior on other HIV-related risk behaviors remains unclear.ObjectiveThis study aims to explore the characteristics of internet-based casual sexual behavior and its relationship with HIV-related risk behaviors among MSM.MethodsThis cross-sectional study was conducted between June and December 2018 in 4 cities in Zhejiang Province, China. Peer-driven sampling was used for recruitment. Announcements were disseminated by 4 community-based organizations and 10 voluntary counseling and testing clinics online and offline. After informed consent, participants completed an electronic questionnaire covering demographic characteristics, casual sexual behaviors, HIV-related risk behaviors, and HIV prevention. SPSS (version 19.0; IBM Corp) was used to conduct chi-square tests, univariate and multivariate logistic regression analyses using a backward stepwise method based on the likelihood ratio test, and Poisson regression with robust variance to identify associations between finding casual sexual partners online and other risk behaviors. P values of ResultsIn the past 6 months, 40.2% (302/751) of participants reported finding casual sexual partners online; 18.9% (142/751) reported finding casual sexual partners offline; 7.6% (57/751) reported having sexual intercourse with MSM without condoms after drinking alcohol; and 6.9% (52/751) reported condomless sex after using stimulants. Among those who found partners online, 62.5% (188/301) did so more than once per month and 39.5% (113/286) had more than one online sexual partner. In total, 39.3% (114/290) had sex with online partners at home and 10.1% (30/297) sought partners in other cities. Compared with participants who engaged in receptive anal intercourse (or both roles), those who engaged only in insertive intercourse reported a higher proportion of finding partners online more than once per month (72.7% vs 57.4%, P=.01), having more than 2 online sexual partners (52.1% vs 33.3%, P=.002), and conducting inconsistent condom use with online sexual partners (40.0% vs 25.8%, P=.01). Regression analysis showed that, compared with MSM who did not find partners online, those who did were more likely to report finding casual sexual partners offline (adjusted odds ratio [aOR] 9.398; 95% CI 5.956-14.829), having sex without condoms after drinking alcohol (adjusted prevalence ratio [aPR] 1.788; 95% CI 1.062-3.011), and having sexual intercourse without condoms after using stimulants (aPR 2.064; 95% CI 1.178-3.617).ConclusionsInternet-based casual sexual behavior is increasingly common among MSM. Finding partners online was associated with offline partner-seeking and condomless use after alcohol or stimulant use. Future HIV prevention efforts should emphasize behavioral interventions tailored to MSM who use dating apps.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 41105926 · DOI · PMC12533978
Personality and impulsivity traits associated with problematic online gaming and poker playing [3]
Abstract reading summary — source excerpts
- Opening excerpt
- Online gambling and gaming are associated with Problematic Usage of the Internet (PUI) in subgroups of individuals.
- Closing excerpt
- The identified associations could be useful in understanding players’ attitudes and supporting them in gaining insight into their difficulties.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (246 words)
Online gambling and gaming are associated with Problematic Usage of the Internet (PUI) in subgroups of individuals. This study aimed to assess how different personality dimensions are associated with PUI scores of Massively Multiplayer Online Role Playing Games (MMORPG) players and online poker players, and to characterize common and specific personality traits of both groups in their association with PUI. Participants (N = 1144) were recruited online and assessed with the Internet Addiction Test (IAT), the Big Five Inventory and the Short UPPS-P Impulsive Behavior Scale. Data were analyzed with multiple robust linear regression models. The first model tested the associations between personality and impulsivity traits with IAT scores, while controlling for age, gender, and type of online activity. The second model included interaction terms to assess whether these associations differed between MMORPG and poker players. In model 1, neuroticism, negative urgency, positive urgency and sensation seeking were significantly and positively associated with higher IAT scores after controlling for the other personality traits, age, gender, and type of online activity. Extraversion was negatively associated with IAT scores. In Model 2, no significant difference in how these personality traits relate to IAT scores was observed between the two groups. Results highlight that traits such as neuroticism, negative urgency, positive urgency, and sensation seeking constitute potential risk factors for PUI, while extraversion might constitute a protective factor against PUI. The identified associations could be useful in understanding players’ attitudes and supporting them in gaining insight into their difficulties.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 41476083 · DOI · PMC12765006
The role of ovarian hormones in risk aversion in female rats [4]
Abstract reading summary — source excerpts
- Opening excerpt
- Decision making involving risk of punishment is a cognitive process characterized by sex-specific phenotypes, with females exhibiting greater risk aversion than males.
- Closing excerpt
- Collectively, these data reveal that E2 is the critical ovarian hormone that promotes female risk aversion; further, they suggest that the likely mechanism by which E2 influences risk aversion in females is through activation of ERα.
- Interpretation limits
- Verbatim excerpts from the authors’ abstract; the closing excerpt may describe a finding, limitation or recommendation. Design, population, effect size and uncertainty have not been independently extracted or appraised. Read the complete abstract and linked paper before interpreting the findings.
Read complete abstract (263 words)
Decision making involving risk of punishment is a cognitive process characterized by sex-specific phenotypes, with females exhibiting greater risk aversion than males. Although prior research has demonstrated that ovarian hormones, and estradiol (E2) in particular, contribute to increased risk aversion in females, the receptor mechanisms underlying these effects remain unknown. Further, it is unclear what role the other key ovarian hormone progesterone (P4) plays in female risk aversion. Accordingly, the current set of experiments were designed to address these gaps in knowledge of the hormonal basis of female risk-taking behavior. Female rats were trained in a punishment-based risky decision-making task, ovariectomized, and then retested in the decision-making task. Rats were then treated with estradiol benzoate (Experiment 1; EB), estrogen receptor (ER) agonists (Experiment 2) or progesterone (Experiment 3; P4) after daily test sessions for 7 days. Consistent with prior work, OVX increased risk taking, and EB administration attenuated this effect. Administration of an ERα agonist, either alone or with an ERβ agonist, similarly mitigated the effects of OVX on risk taking. In contrast, the ERβ agonist alone was ineffective in restoring risk aversion in OVX females. Control tests confirmed that the effects of the ERα agonist on risk taking were not due to altered food motivation or footshock sensitivity. Finally, P4 administration did not alter risk taking in OVX females and did not inhibit EB's behavioral effects. Collectively, these data reveal that E2 is the critical ovarian hormone that promotes female risk aversion; further, they suggest that the likely mechanism by which E2 influences risk aversion in females is through activation of ERα.
Abstract reproduced from the open-access article under the recorded cc by licence; © the authors. PMID 41588114 · DOI · PMC13013617
Key reviews and meta-analyses
The most cited review-type papers among PubMed’s best-match results for this heading, listed with bibliographic details only. Follow the links for the full text and access terms.
- Research article Theories of reasoned action and planned behavior as models of condom use: a meta-analysis [5]
- Research article Estimating the prevalence of disordered gambling behavior in the United States and Canada: a research synthesis [6]
- Research article Global prevalence of gaming disorder: A systematic review and meta-analysis [7]
- Research article Meta-analytic examination of online sex-seeking and sexual risk behavior among men who have sex with men [8]
- Research article Early risk and protective factors for problem gambling: A systematic review and meta-analysis of longitudinal studies [9]
- Research article Prevalence of psychiatric co-morbidity in treatment-seeking problem gamblers: A systematic review and meta-analysis [10]
References
- Czakó A, Potenza MN, Hodgins DC, Yu SM, Wu AMS, Jiménez-Murcia S, et al.. Research priorities in gambling: Findings of a large-scale expert study. . 2025. PMID 41026532 · DOI · PMC12486284
- Chen L, Yang Z, Chen W, Jiang T, Pan X. Associations Between Online Casual Sexual Behavior and HIV-Related Risk Behaviors Among Men Who Have Sex With Men in Southeast China: Cross-Sectional Study. . 2025. PMID 41105926 · DOI · PMC12533978
- Anci E, Rothen S, Tra C, Liberacka-Dwojak M, Rochat L, Wiłkosc-Debczynska M, et al.. Personality and impulsivity traits associated with problematic online gaming and poker playing. . 2025. PMID 41476083 · DOI · PMC12765006
- Truckenbrod LM, Carlos N, Kelly M, Garner M, Streifer M, Gore AC, et al.. The role of ovarian hormones in risk aversion in female rats. . 2026. PMID 41588114 · DOI · PMC13013617
- Albarracín D, Johnson BT, Fishbein M, Muellerleile PA. Theories of reasoned action and planned behavior as models of condom use: a meta-analysis. Psychol Bull. 2001. PMID 11271752 · DOI · PMC4780418
- Shaffer HJ, Hall MN, Vander Bilt J. Estimating the prevalence of disordered gambling behavior in the United States and Canada: a research synthesis. Am J Public Health. 1999. PMID 10474555 · DOI
- Stevens MW, Dorstyn D, Delfabbro PH, King DL. Global prevalence of gaming disorder: A systematic review and meta-analysis. Aust N Z J Psychiatry. 2021. PMID 33028074 · DOI
- Liau A, Millett G, Marks G. Meta-analytic examination of online sex-seeking and sexual risk behavior among men who have sex with men. Sex Transm Dis. 2006. PMID 16540884 · DOI
- Dowling NA, Merkouris SS, Greenwood CJ, Oldenhof E, Toumbourou JW, Youssef GJ. Early risk and protective factors for problem gambling: A systematic review and meta-analysis of longitudinal studies. Clin Psychol Rev. 2017. PMID 27855334 · DOI
- Dowling NA, Cowlishaw S, Jackson AC, Merkouris SS, Francis KL, Christensen DR. Prevalence of psychiatric co-morbidity in treatment-seeking problem gamblers: A systematic review and meta-analysis. Aust N Z J Psychiatry. 2015. PMID 25735959 · DOI · PMC4438101
About this article
- Sources
- NLM Medical Subject Headings (definition, synonyms); NCBI PubMed (counts, identifiers); Europe PMC (open-access abstracts and citation counts).
- Verification
- Every reference was resolved against PubMed on 2026-11-04; title, year and DOI matched.
- Review state
- automated source verified; no human expert review has been recorded yet.
- Version
- 1, last updated 2026-11-04.
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Evidence strength
EvidenceHelix's computed view of the study designs behind this topic: how common meta-analyses, randomized trials and reviews are, how recent the literature is, and a plain-language reading. It describes the design mix of the literature. It is not a quality appraisal of any study, and it is not medical advice.