Observational studyAddiction (Abingdon, England)2022
Clarifying gambling subtypes: the revised pathways model of problem gambling.
Observational study in Addiction (Abingdon, England), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07455981 (Assessment of the Interaction Between Atypical Working Hours and/or Periods of Inactivity on Risky Gambling Practices Among Adults Working Under These Conditions.), which is not on this map. Cited by 40 papers, 2 of them syntheses that pooled it.
What it found
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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.
Assessment of the Interaction Between Atypical Working Hours and/or Periods of Inactivity on Risky Gambling Practices Among Adults Working Under These Conditions.
Who cites it
40 citing papers in PubMed, 2 syntheses or guidelines pooled it, 96 citations in OpenAlex.
- Mindfulness-based interventions for gambling disorder: A systematic review.Journal of behavioral addictions · 2026Pooled it
- Why You Gamble Matters: A Systematic Review and Meta-analysis of the Association Between Gambling Motivation and Problem Gambling.Journal of gambling studies · 2025Pooled it
- The Role of Acculturative Stress, Emotion Dysregulation, and Escape Motivation in Problem Gambling Among Immigrants in Australia.Journal of gambling studies · 2026Article
- Acceptability of Internet-Based Therapy: Considerations Expressed by Individuals Struggling with Gambling.Nordisk alkohol- & narkotikatidskrift : NAT · 2026Article
- Coping Strategies and Psychological Resilience in the Relationship Between Stressful Life Events and Problem Gambling.Journal of gambling studies · 2026Article
- Phenotypes associated with problematic online gaming and gambling: A clustering approach among young adults.Addictive behaviors reports · 2026Article
- Hungry Ghosts Eat Casino Chips: Associations Between Dispositional Greed and Gambling.Personality & social psychology bulletin · 2026Article
- Motivational, emotional, and cognitive profiles of dysregulated sexual behavior: a multilevel exploratory study.Addictive behaviors reports · 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 relationship between executive functions, decision-making, and changes in symptoms of gambling disorder in online sports bettors.Scientific reports · 2026Article
- Gambling refusal self-efficacy and protective behavioral strategies mediate and moderate the relationships between impulsivity and gambling outcomes.Scientific reports · 2026Article
- PATH-G: a proposed integrative motivational-cognitive-behavioral protocol for gambling disorder. A theoretically grounded 12-week workbook-based model with maintenance and relapse components.Frontiers in psychiatry · 2026Article
- The developmental path to gambling disorder among U.S. veterans: a life-course perspective.Frontiers in psychology · 2026Article
- The role of craving in gambling behavior: examining its relevance and links to psychological distress, personality, and demographics.BMC psychology · 2025Article
- Internet-based versus synchronous cognitive behavioral therapy for gambling disorder: Study protocol for a non-inferiority randomized controlled trial.Addictive behaviors reports · 2025Article
- The Role of Social Deficits in the Link Between Social Gambling Motives and Problem Gambling.Journal of gambling studies · 2025Article
- Engagement in New Gambling Practices and its Association with Gambling Disorder, Impulsivity, and Cognitive Distortions: Findings from a Nationally Representative Sample of Spanish Gamblers.Journal of gambling studies · 2025Article
- How Does Problem Gambling Impact the Relationship Between Gambling Attitudes and Frequency?Journal of gambling studies · 2025Article
- Lonely gamble - A longitudinal study of loneliness, gambling to escape and problem gambling.Journal of behavioral addictions · 2025Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
BACKGROUND AND
aimsThe pathways model is a highly cited etiological model of problem gambling. In the past two decades, a number of studies have found support for the model's utility in classifying gambling subtypes. The aims of this paper were to refine empirically the model subtypes and to revise and update the model based on those findings. DESIGN AND MEASUREMENT: Observational study using data collected from treatment-seeking problem gamblers using the Problem Gambling Severity Index (PGSI) and the Gambling Pathways Questionnaire (GPQ).
settingTreatment clinics in Canada, Australia and the United States.
participantsA convenience sample of 1168 treatment-seeking problem gamblers, aged 18 years or older.
findingsEmpirically validated risk factors were analyzed using latent class analyses, identifying a three-class solution as the best-fitting model. Those in the largest class (class 1: 44.3%, n = 517) reported the lowest levels of all etiological risk factors. Participants in class 2 (39.5%, n = 461) reported the highest rates of anxiety and depression, both before and after gambling became a problem, as well as childhood maltreatment, and a high level of gambling for stress-coping. Those in class 3 (16.3%, n = 190) reported high levels of impulsivity; risk-taking, including sexual risk-taking; antisocial traits; and coping to provide meaning in life and to alleviate stress.
conclusionsThe revised pathways model of problem gambling includes three classes of gamblers similar to the three subtypes in the original pathways model, but class 3 in the revised pathways model is distinct from class 2, showing higher levels of risk-taking and antisocial traits and gambling motivated by a desire for meaning/purpose and/or to alleviate stress. Class 2 in the revised pathways model demonstrates high levels of childhood maltreatment as well as gambling for stress-coping.
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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.