ArticleBMC psychology2023
Determinants of problem sports betting among college students: moderating roles of betting frequency and impulsive betting tendency.
Article in BMC psychology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Predicting Sports Betting Intentions Among Adolescents: Gender-Specific Pathways in the Reasoned Action Approach.Journal of gambling studies · 2026Article
- Awareness, acceptance, and adoption of Gen-AI by K-12 mathematics teachers: an empirical study integrating TAM and TPB.BMC psychology · 2025Article
- Exploring the determinants of mathematics teachers' willingness to implement STEAM education using structural equation modeling.Scientific reports · 2025Article
- Gambling and other addictive behaviors among higher education students in Finland-insights from a large-scale survey.Frontiers in psychology · 2025Article
- An investigation of the factors influencing college students' rural cultural preservation behaviors in the context of rural cultural revitalization: a hybrid SEM-ANN approach.Frontiers in psychology · 2025Article
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1 author.
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Abstract
purposeGiven the risk and increased incidence of problem betting for young adults, the purpose of the current study was to understand what influences college students' problem sports betting behavior using the theory of planned behavior (TPB).
methodsAn institutional-based cross-sectional study was conducted. Data were collected from 311 college students in the U.S. using a survey questionnaire and primarily analyzed using the partial least squares structural equation modeling (PLS-SEM) technique to investigate the relationships between the study variables. In addition, multi-group SEM analyses were conducted to investigate the moderating roles of betting frequency and impulsive betting tendencies regarding sports betting.
resultsThe results suggested that college students' sports betting intentions (SBI) were associated with attitude towards sports betting, motivation to comply with others, and subjective norm, in this order, but not with perceived behavioral control (PBC). Problem sports betting (PSB) was significantly positively related to their SBI and negatively correlated with PBC. In addition, multigroup analyses found the moderating roles of betting frequency and impulsive betting tendency, especially in the relationship between SBI and PSB. The SBI-PSB relationship was stronger with the infrequent/low-betting group and low-impulse betting group, compared to the frequent/high-betting and high-impulse betting group.
conclusionOverall, the results highlighted the importance of peer influence and attitude formation concerning sports betting. Recognizing what influences PSB and the roles of habitual and impulse sports betting in this population are recommended in developing proper public health programs to mitigate PSB issues.
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