ReviewBMC public health2019
Public health effects of gambling - debate on a conceptual model.
Review in BMC public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 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
41 citing papers in PubMed, 2 syntheses or guidelines pooled it, 106 citations in OpenAlex.
- Cognitive-behavioral treatment for gambling harm: Umbrella review and meta-analysis.Clinical psychology review · 2023Pooled it
- Internet-based interventions for behavioral addictions: A systematic review.Journal of behavioral addictions · 2022Pooled it
- Trial
- [Assessment of recommendations for low-risk use of alcohol, cannabis, gambling and gaming: state of knowledge].Der Nervenarzt · 2026Review
- 'I Battle With This Gambling Addiction Every Day'. Learning From Lived Experiences of Recovery to Guide Gambling Harm Prevention Strategies.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Validation and Measurement of Attitudes Towards Gambling: The Case of the Basque Country.Journal of gambling studies · 2026Article
- Measuring gambling harm in self-reported questionnaires: a scoping review.Harm reduction journal · 2026Article
- The Lines of Argumentation of Alcohol, Drug and Gambling Policies in Finland.Nordisk alkohol- & narkotikatidskrift : NAT · 2026Article
- Identifying Predictors of Gambling Episodes and Craving Using Ecological Momentary Assessment and Smartwatch-Based Physiological Measures: Protocol for a Longitudinal Observational Study.JMIR research protocols · 2026Observational
- Gambling Severity and the Use of General Health Care and Social Services: A Nationwide Population Survey of Service Use and Associated Factors.European addiction research · 2026Article
- Gambling behaviors in Israeli adults: findings from a nationally representative sample.Israel journal of health policy research · 2025Article
- Legal and regulatory responses to online gambling harms: a scoping review of evidence.Harm reduction journal · 2025Article
- Article
- Perceived Riskiness and Problem Gambling Across Different Forms of Gambling: A Focus on 'Soft' Gambling.Journal of gambling studies · 2025Article
- A qualitative investigation of the feasibility and acceptability of lower risk gambling guidelines.Harm reduction journal · 2025Article
- Trends in Lower-Risk Gambling by Age and Net Income among Finnish Men and Women in 2011, 2015, and 2019.Journal of gambling studies · 2025Article
- Applying General Strain Theory to the Relationship Between Strain from Another Person's Gambling Behavior and Gambling Disorder.Journal of gambling studies · 2025Article
- Gambling and other addictive behaviors among higher education students in Finland-insights from a large-scale survey.Frontiers in psychology · 2025Article
- Short-term effectiveness of gambling treatment in the Daily Clinic for Gambling Addiction.Frontiers in psychology · 2025Article
- Testing the acceptability and feasibility of the lower-risk gambling guidelines in Finland.Journal of behavioral addictions · 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
3 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundGambling for money is a popular leisure time activity in most countries, which has major social and economic impacts not only affecting the gambler, but his/her significant others, and the society. Gambling impact studies can help researchers and policymakers compare the health and social costs and benefits of different gambling policies and can be used when considering which gambling policies will reduce or increase costs or benefits the most. In a public health approach, the impacts of gambling, negative and positive, are assessed across the entire severity spectrum of the activity. Although some studies have created basic principles for conducting impact studies, a theoretical model is currently lacking. The aim of this debate is to review complementing and contrasting views on the effects of gambling to create a conceptual model, where a public health perspective is applied. MAIN TEXT: The effects of gambling can be structuralized using a conceptual model, where impacts are divided into negative and positive; costs and benefits. Costs and benefits are categorized into three classes: financial, labor and health, and well-being. These classes manifest in personal, interpersonal, and societal levels. Individual impacts cause effects on a personal level to gamblers themselves. External impacts influence the interpersonal and society/community levels and concern other people. The temporal level refers to the development, severity and scope of the gambling impact. These include general impacts, impacts of problem gambling and long-term impacts of gambling.
conclusionsThe conceptual model offers a base on which to start building common methodology for assessing the impact of gambling on the society. While measuring monetary impacts is not always straightforward, the main issue is how to measure the social impacts, which are typically ignored in calculations, as are personal and interpersonal impacts. The reviewed empirical work largely concentrated on the costs of gambling, especially costs on the community level. The Model can be used to identify areas where research is scarce. Filling the gaps in knowledge is essential in forming a balanced evidence base on the impacts of gambling. Ideally, this evidence could be the starting point in formulating public policies on gambling.
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.