ArticleJournal of clinical medicine2019
A Multivariate Evaluation of 25 Proximal and Distal Risk-Factors for Gambling-Related Harm.
Article in Journal of clinical medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 3 of them syntheses that pooled it.
What it found
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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.
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Who cites it
34 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Risk Factors for Gambling Disorder: A Systematic Review.Journal of gambling studies · 2023Pooled it
- A meta-analysis of problem gambling risk factors in the general adult population.Addiction (Abingdon, England) · 2021Pooled it
- Is there a health inequality in gambling related harms? A systematic review.BMC public health · 2021Pooled it
- Widespread Suspected Illegal Advertising of Paid Loot Boxes and Social Casino Games in Belgium: Empowered by the EU Digital Services Act to Assess Compliance Using Meta's Ad Repository.European addiction research · 2026Article
- The Role of Parents in Adolescent Gambling Participation and Gambling Problems.Journal of gambling studies · 2026Article
- Measuring gambling harm in self-reported questionnaires: a scoping review.Harm reduction journal · 2026Article
- Impulsivity, Cognitive Distortions, and Problem Gambling Among Spanish Adults Who Gamble: Exploring the Moderating Role of Gambling Self-Efficacy.European journal of investigation in health, psychology and education · 2026Article
- Stressful Life Events, Masculinity and Gambling Participation: An Age-Stratified Analysis of Australian Men.Journal of gambling studies · 2026Article
- The high cost of direct marketing from wagering operators, tipsters and affiliates: An ecological momentary assessment of how wagering promotions drive betting, expenditure, and harm.Journal of behavioral addictions · 2025Article
- Religiosity, Financial Risk Taking, and Reward Processing: An Experimental Study.Journal of gambling studies · 2025Article
- Resilience as a predictor of internet addictive behaviours: a study among Ghanaian and Saudi samples using structural equation modelling approach.BMC psychology · 2025Article
- The impact of improper promotion of sports lottery on the harm of purchasing sports lottery: an intermediary in a regulatory chain.Frontiers in psychiatry · 2025Article
- Illusions of control: A quasi-experiment comparing skill-based and traditional slot machines.Journal of behavioral addictions · 2024Article
- Skill-Based Electronic Gaming Machines: Features that Mimic Video Gaming, Features that could Contribute to Harm, and Their Potential Attraction to Different Groups.Journal of gambling studies · 2024Review
- National burden of gambling in Japan: an estimation from an online-based cross-sectional investigation and national epidemiological survey.BMC public health · 2024Article
- Impulsivity, Gambling-Related Cognitions, Cognitive Reappraisal and Gambling Behaviour in a Malaysian Sample.Journal of gambling studies · 2024Article
- How Does Religiosity Influence Gambling? A Cross-Cultural Study Between Portuguese and English Youth.Journal of gambling studies · 2024Article
- The COVID-19 lockdown experience suggests that restricting the supply of gambling can reduce gambling problems: An Australian prospective study.Journal of behavioral addictions · 2024Article
- Opening Pandora's Loot Box: Weak Links Between Gambling and Loot Box Expenditure in China, and Player Opinions on Probability Disclosures and Pity-Timers.Journal of gambling studies · 2023Article
- Motivations for Esports Betting and Skin Gambling and Their Association with Gambling Frequency, Problems, and Harm.Journal of gambling studies · 2023Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Individual differences in the risk of developing gambling-related harm play an important role in theoretical models and practical interventions. The present study attempted comprehensive measurement and evaluation of 25 known risk factors for gambling-related harm in order to determine which factors provided large and unique explanatory power. We surveyed 1650 regular gamblers from an online panel, screening in 1174 (466 male) who passed all checks of attention and response consistency. We evaluated each risk factor based on bivariate correlations with harms, then made separate multivariate evaluations of proximal (e.g., gambling motivations) and distal (e.g., religiosity) risk factors. Almost all bivariate correlations were significant, but most distal factors were not significant in multivariate models. Trait impulsivity was the most important risk factor by a large margin. Excessive consumption, less use of safe gambling practices, and more fallacies were key proximal risks of harm. Many well-known correlates of gambling harm (e.g., youth, lower educational attainment) do not show a direct role in the development of gambling harm when controlling for other factors. The results support theoretical models that emphasise early conditioning and biological vulnerability (manifested through impulsivity). Since maladaptive cognitive and behavioural schemas appear to be more important than motivations (e.g., escape, excitement, ego), interventions may benefit by targeting these proximal drivers of harm.
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