Addictive behaviors最新文献

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Planning limits or inhibiting risky alcohol consumption? Towards a deeper understanding of Protective Behavioral Strategies in students through factorial and latent profile analyses 计划限制或抑制高风险的酒精消费?通过析因分析和潜在分析,对学生保护行为策略有更深入的了解
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-05-02 DOI: 10.1016/j.addbeh.2025.108377
Maëlle Fleury , Maxime Mauduy , Jessica Mange
{"title":"Planning limits or inhibiting risky alcohol consumption? Towards a deeper understanding of Protective Behavioral Strategies in students through factorial and latent profile analyses","authors":"Maëlle Fleury ,&nbsp;Maxime Mauduy ,&nbsp;Jessica Mange","doi":"10.1016/j.addbeh.2025.108377","DOIUrl":"10.1016/j.addbeh.2025.108377","url":null,"abstract":"<div><h3>Objective</h3><div>Protective Behavioral Strategies (PBS) are cognitive-behavioral strategies that are promising to reduce risky alcohol consumption and binge drinking (BD) among students. This research investigates 1) the multidimensional nature of PBS by establishing a stable typology, assessing variations in PBS effectiveness, and 2) psychosocial risk factors influencing PBS use.</div></div><div><h3>Methods</h3><div>Two complementary studies were conducted among university students (<em>N<sub>S1</sub></em> = 1252; <em>N<sub>S2</sub></em> = 896). In both, factorial structure and gender invariance of PBS were tested. Study 1 used a variable-centered approach with multivariate regression models to assess the links between PBS types, drinking outcomes, and psychosocial determinants. Study 2 applied a person-centered approach, utilizing a latent profile analysis to identify distinct profiles of PBS users and non-users based and their characteristics in terms of PBS utilization, psychological determinants, and alcohol-related outcomes.</div></div><div><h3>Results</h3><div>Firstly, both studies confirmed the four-type PBS typology and demonstrated gender invariance. Secondly, certain PBS types, such as modification of drinking practices (MOD) and planning consumption limits (PLD), were the most protective against risky drinking behaviors but were the less utilized. Thirdly, profiles combining all four PBS types showed the lowest risk, though they comprise a minority of students. Fourthly, psychosocial determinants, particularly drinking identity, inhibited MOD and PLD use.</div></div><div><h3>Conclusions</h3><div>Findings highlight the value of a multidimensional PBS framework. Interventions should target diversity in PBS strategies and address psychosocial barriers to promote effective use, offering new insights for reducing excessive drinking among students.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"168 ","pages":"Article 108377"},"PeriodicalIF":3.7,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143904266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patterns of substance use on a given day in a national sample of U.S. young adults 在美国年轻人的全国样本中,某一天的物质使用模式
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-29 DOI: 10.1016/j.addbeh.2025.108376
Rebecca J. Evans-Polce , Brooke J. Arterberry , Stephanie T. Lanza , Megan E. Patrick
{"title":"Patterns of substance use on a given day in a national sample of U.S. young adults","authors":"Rebecca J. Evans-Polce ,&nbsp;Brooke J. Arterberry ,&nbsp;Stephanie T. Lanza ,&nbsp;Megan E. Patrick","doi":"10.1016/j.addbeh.2025.108376","DOIUrl":"10.1016/j.addbeh.2025.108376","url":null,"abstract":"<div><h3>Introduction</h3><div>Young adulthood constitutes a period of substance use risk and many young adults engage in use of more than one substance. While existing work has examined young adult co-use of substances at the day-level, there has not been a comprehensive investigation of day-level substance use that considers mode and intensity of use in a national sample of U.S. young adults.</div></div><div><h3>Methods</h3><div>Individuals were eligible through participation in the nationally-representative Monitoring the Future study in 12th grade in 2018 and reporting past 30-day drinking in 12th-grade. Respondents completed a 14-day daily study in 2019 (n = 911 individuals; modal age 19). Days on which individuals reported alcohol, cannabis, and/or nicotine/tobacco use (n = 3,086 days and 590 individuals) were examined. Latent class analysis was used to identify patterns of substance use at the day-level with stress, boredom, loneliness, and type of day as covariates.</div></div><div><h3>Results</h3><div>Six patterns of substance use days were identified: Vaping Nicotine (33.69 %), Cannabis Smoking (23.49 %), Alcohol Only (17.10 %), Cannabis Vaping (11.72 %), Multiple Combustibles (7.28 %), and Multimodal Cannabis (6.72 %) days. Stress and boredom were greater on Multimodal Cannabis days compared to most other substance use days. Alcohol Only days were characterized by lower levels of stress, boredom, and loneliness and a greater probability of being a special occasion or a weekend compared to other substance use days.</div></div><div><h3>Discussion</h3><div>This study identified heterogeneous patterns of substance use behaviors among U.S. young adults. Understanding these patterns is important for developing intervention strategies that are responsive to specific substance use on a given day.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"168 ","pages":"Article 108376"},"PeriodicalIF":3.7,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Leveraging social media and large language models for scalable alcohol risk assessment: Examining validity with AUDIT-C and post recency effects
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-27 DOI: 10.1016/j.addbeh.2025.108375
Davide Marengo, Francesco Quilghini, Michele Settanni
{"title":"Leveraging social media and large language models for scalable alcohol risk assessment: Examining validity with AUDIT-C and post recency effects","authors":"Davide Marengo,&nbsp;Francesco Quilghini,&nbsp;Michele Settanni","doi":"10.1016/j.addbeh.2025.108375","DOIUrl":"10.1016/j.addbeh.2025.108375","url":null,"abstract":"<div><div>Risky alcohol consumption is a major public health concern, yet significant barriers exist to effective screening. The present study examines the potential of Large Language Models (LLMs) to infer risky alcohol use from social media text. The unobtrusive nature of this approach could provide a more scalable way to assess alcohol risk in large populations. To this aim, we analyzed Facebook status updates from 208 adults from Italy (mean age = 26.8, 70.7 % female) who also completed the Alcohol Use Disorders Identification Test-Consumption (AUDIT-C), a brief validated self-report measure of risky drinking. Two state-of-the-art LLMs, Gemini 1.5 Pro and GPT-4o, were used to assess alcohol risk and to quantify alcohol references. Results demonstrated strong inter-model agreement between risk inferences (ρ = 0.572, p &lt; 0.001). LLM-inferred risk scores showed moderate correlations with AUDIT-C scores (Gemini 1.5 Pro: ρ = 0.344, p &lt; 0.001; GPT-4o: ρ = 0.375, p &lt; 0.001; Average: ρ = 0.405, p &lt; 0.001). These correlations were significantly stronger among participants with recent posts (Average risk score: ρ = 0.500, p &lt; 0.001) than among those without (ρ = 0.294, p = 0.008). The strongest correlation was observed between average LLM-inferred risk scores and AUDIT-C in the recent posts group (disattenuated ρ = 0.606). These findings suggest that LLMs offer a promising tool for identifying risky alcohol use when analyzing recent social media activity. Their accuracy is comparable to some traditional alcohol assessment methods, highlighting their potential to enhance early detection efforts. Limitations and future research directions are discussed.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"168 ","pages":"Article 108375"},"PeriodicalIF":3.7,"publicationDate":"2025-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143943584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum to “Prevalence and correlates of nicotine and nicotine product perceptions in U.S. young adults, 2016” [Addict. Behav. 98 (2019) 106020] “2016年美国年轻人中尼古丁和尼古丁产品认知的流行及其相关因素”的勘误表[瘾君子]。行为学报,98(2019)106020]。
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-24 DOI: 10.1016/j.addbeh.2025.108341
Andrea C. Villanti , Shelly Naud , Julia C. West , Jennifer L. Pearson , Olivia A. Wackowski , Raymond S. Niaura , Elizabeth Hair , Jessica M. Rath
{"title":"Corrigendum to “Prevalence and correlates of nicotine and nicotine product perceptions in U.S. young adults, 2016” [Addict. Behav. 98 (2019) 106020]","authors":"Andrea C. Villanti ,&nbsp;Shelly Naud ,&nbsp;Julia C. West ,&nbsp;Jennifer L. Pearson ,&nbsp;Olivia A. Wackowski ,&nbsp;Raymond S. Niaura ,&nbsp;Elizabeth Hair ,&nbsp;Jessica M. Rath","doi":"10.1016/j.addbeh.2025.108341","DOIUrl":"10.1016/j.addbeh.2025.108341","url":null,"abstract":"","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"168 ","pages":"Article 108341"},"PeriodicalIF":3.7,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144059471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the risk of problem gambling among lottery loyalty program members: A machine learning approach 评估彩票忠诚计划成员的问题赌博风险:一种机器学习方法
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-23 DOI: 10.1016/j.addbeh.2025.108372
Paul Sacco, Jihyeong Jeong
{"title":"Assessing the risk of problem gambling among lottery loyalty program members: A machine learning approach","authors":"Paul Sacco,&nbsp;Jihyeong Jeong","doi":"10.1016/j.addbeh.2025.108372","DOIUrl":"10.1016/j.addbeh.2025.108372","url":null,"abstract":"<div><h3>Background and Aims</h3><div>Lottery gambling is a relatively benign form of gambling. Nonetheless, individuals with gambling problems may engage in lottery play and/or play the lottery exclusively. Lottery loyalty programs have data that could be used to screen for problem gambling, as they collect information on demographics and ticket purchases from players who sign up to receive incentives. The current study evaluates the feasibility of machine learning to identify individuals who have gambling problems using data collected from a state lottery loyalty program.</div></div><div><h3>Methods</h3><div>Data from ticket uploads was merged with an online survey sent to loyalty program participants (N = 5903). The Problem Gambling Severity Index (PGSI) was used to screen for problem gambling, with a five or greater denoting problem gambling (n = 809; 14%). Other survey items queried frequency of other gambling (e.g., casino slot machine) as well as amounts spent. Random forests analysis, a predictive modeling technique, was used to predict individuals who have gambling problems.</div></div><div><h3>Discussion and Conclusions</h3><div>Problem gambling was more common among loyalty program players than typical in population samples. The random forest algorithm performed fairly well overall, but sensitivity was poor, indicating that the model did not identify individuals with problem gambling effectively. Lottery loyalty programs may be a promising setting for screening and secondary prevention efforts because of relatively high prevalence of problem gambling, but random forests may not be the best approach for detecting those at risk.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"168 ","pages":"Article 108372"},"PeriodicalIF":3.7,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143935305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Never tell me the odds: Typical return-to-player information increases gamblers’ perceived chances of winning 永远不要告诉我赔率:典型的回头客信息会增加赌徒认为的获胜几率
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-22 DOI: 10.1016/j.addbeh.2025.108363
Leonardo Weiss-Cohen , Madison Palmer , Jamie Torrance , Philip Newall
{"title":"Never tell me the odds: Typical return-to-player information increases gamblers’ perceived chances of winning","authors":"Leonardo Weiss-Cohen ,&nbsp;Madison Palmer ,&nbsp;Jamie Torrance ,&nbsp;Philip Newall","doi":"10.1016/j.addbeh.2025.108363","DOIUrl":"10.1016/j.addbeh.2025.108363","url":null,"abstract":"<div><div>Previous research has shown that gamblers consistently misunderstand return-to-player (RTP) information, and participants shown an RTP of 93% reported that they were more likely to win than those who were shown no information. However, this effect might have been inflated by a higher-than-average RTP percentage. We experimentally test the impact of showing an industry-average RTP message of 90% on gamblers’ perceived chances of winning, in two studies across two countries (UK and US).</div><div>Slot players from Prolific (N = 6062) were shown either an RTP message (“This game has an average percentage payout of 90%”), two different House Edge (HE) messages (“This game keeps 10% of all money bet” or “This game is programmed to cost you 10% of your stake on each bet”) or No-Information, and asked to rate their perceived chances of winning at a new slot machine.</div><div>Across both studies and countries, participants rated their perceived chances of winning as significantly higher with a typical 90% RTP message than with No Information, with large effect sizes (<em>ORs</em> &gt; 5). Both HE messages significantly outperformed RTP, but were no better than No-Information. These effects were moderated by PGSI in the No-Information condition, with participants with higher PGSI responding with higher chances of winning, but not in the other conditions.</div><div>These results show an undesired side-effect of the consistently ineffective RTP information and confirm the superiority of HE over RTP, although none of the messages were superior to No-Information. Gamblers deserve to be better informed.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"168 ","pages":"Article 108363"},"PeriodicalIF":3.7,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143868999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Relations between adverse childhood experiences, racial and ethnic Identity, and cannabis use outcomes 不良童年经历、种族和民族认同与大麻使用结果之间的关系
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-22 DOI: 10.1016/j.addbeh.2025.108361
Jordan A. Gette , Adriana Espinosa
{"title":"Relations between adverse childhood experiences, racial and ethnic Identity, and cannabis use outcomes","authors":"Jordan A. Gette ,&nbsp;Adriana Espinosa","doi":"10.1016/j.addbeh.2025.108361","DOIUrl":"10.1016/j.addbeh.2025.108361","url":null,"abstract":"<div><div>Adverse childhood experiences (ACEs) and age of cannabis use onset are associated with cannabis use disorder (CUD), but their differential effect across race and ethnicity is unknown. Using NESARC-III, we examined ACEs, age of onset, and their interaction on lifetime cannabis use and CUD across racial and ethnic groups (Non-Hispanic White, Hispanic, Black/African American, Asian, American Indian/Alaska Native). ANOVAs found that American Indian/Alaska Native individuals reported the greatest prevalence of lifetime cannabis use and CUD, the greatest mean number of ACEs, and the earliest age of cannabis onset. Using logistic regressions, stratified by race and ethnic groups and adjusted for sociodemographic characteristics, we found that as ACEs increased, the odds of lifetime use (aORs 1.48–2.48), lifetime CUD (aORs 1.45–3.03), and past-year CUD (aORs 1.46–2.28) increased for all groups. The relations between ACEs and CUD were strongest among Asian/Pacific Islander respondents. Among respondents with lifetime use, increased age of onset was associated with lower lifetime CUD (aORs 0.85–0.94) and past-year CUD (aORs 0.88–0.97) for most groups. Three significant interactions between ACEs and age of onset predicting CUD emerged. Among Black and American Indian/Alaska Native individuals with an early age of cannabis initiation, ACEs exhibited a weaker relation with CUD. For White respondents, as number of ACEs increased, the impact of age of onset on CUD development diminished. Our findings highlight ACEs and age of onset as implicated in the progression from cannabis use to CUD and the importance of considering these factors in relation to racial and ethnic identity.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"167 ","pages":"Article 108361"},"PeriodicalIF":3.7,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143854401","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Relationships between substance use treatment facilities and alcohol-attributable mortality across U.S. counties 美国各县药物使用治疗设施与酒精导致的死亡率之间的关系
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-22 DOI: 10.1016/j.addbeh.2025.108364
Natalie Sumetsky , Maria Mori Brooks , Jeanine Buchanich , Brooke S.G. Molina , Christina Mair
{"title":"Relationships between substance use treatment facilities and alcohol-attributable mortality across U.S. counties","authors":"Natalie Sumetsky ,&nbsp;Maria Mori Brooks ,&nbsp;Jeanine Buchanich ,&nbsp;Brooke S.G. Molina ,&nbsp;Christina Mair","doi":"10.1016/j.addbeh.2025.108364","DOIUrl":"10.1016/j.addbeh.2025.108364","url":null,"abstract":"<div><h3>Background</h3><div>Formal substance use treatment is a key resource for recovery among people with alcohol use disorders. Limited county-level availability of substance use treatment facilities may restrict access to care and ultimately contribute to worsening health outcomes and mortality. However, it is unknown whether the availability of such facilities is associated with county-level alcohol-attributable mortality risk.</div></div><div><h3>Methods</h3><div>We used Bayesian hierarchical Poisson spatial regression models to assess the relationship between population-weighted county-level treatment facility availability and rates of (1) fully chronic alcohol-attributable mortality, (2) alcohol poisonings, and (3) suicides by exposure to alcohol in 2019–2020. Localized treatment facility availability was calculated using a weighted method incorporating Census block group-level population counts. We adjusted for county-level demographic and socioeconomic factors, hospital density, population density, overall mortality rate, densities of mental health practitioner offices, U.S. Census region, year, and season.</div></div><div><h3>Results</h3><div>There was county-level heterogeneity in the availability of substance use treatment facilities, with northeastern county treatment facility densities at least twice as high as other regions. Higher county-level densities of treatment facilities were related to increased county-level risk for chronic fully alcohol-attributable deaths and alcohol poisonings but not suicides by exposure to alcohol.</div></div><div><h3>Conclusions</h3><div>Availability of substance use treatment facilities and the services they offer is heterogeneous across U.S. counties. The positive relationship between population-weighted county-level densities of treatment facilities and chronic fully alcohol-attributable mortality and alcohol poisonings may suggest that treatment facilities are placed in areas of greatest demand; yet, population-level needs may not fully met by these facilities.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"168 ","pages":"Article 108364"},"PeriodicalIF":3.7,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143879174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nicotine and cannabis vaping-related workplace absenteeism among U.S. Adults, 2022 美国成年人与尼古丁和大麻电子烟相关的工作场所缺勤率,2022年
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-19 DOI: 10.1016/j.addbeh.2025.108362
Cooper Urban , Kevin H. Yang , Joseph J. Palamar
{"title":"Nicotine and cannabis vaping-related workplace absenteeism among U.S. Adults, 2022","authors":"Cooper Urban ,&nbsp;Kevin H. Yang ,&nbsp;Joseph J. Palamar","doi":"10.1016/j.addbeh.2025.108362","DOIUrl":"10.1016/j.addbeh.2025.108362","url":null,"abstract":"<div><h3>Introduction</h3><div>Vaping of nicotine and cannabis has increased substantially among US adults, but its impact on workplace productivity remains poorly understood. This study examines the associations between nicotine and cannabis vaping patterns and workplace absenteeism.</div></div><div><h3>Methods</h3><div>Cross-sectional data from a US nationally representative sample of noninstitutionalized part-time and full-time employed adults aged ≥ 18 from the 2022 National Survey on Drug Use and Health (N = 30,591) were analyzed. The associations between nicotine vaping (recency and frequency), cannabis vaping (recency), and workplace absenteeism (measured by self-reported number of missed days due to illness/injury and skipped work in the past month) were evaluated using negative binomial regression adjusting for sociodemographic characteristics and other past-month drug use.</div></div><div><h3>Results</h3><div>An estimated 10.4 % of full-time workers vaped nicotine in the past month and 6.4 % vaped cannabis. Compared to never-vapers of nicotine, those with any history of vaping had higher estimated incidence of absences with past-month vaping associated with increased incidence of missed work due to illness/injury (aIRR = 1.34, 95 % CI: 1.14–1.59) and skipping work (aIRR = 1.65, 95 % CI: 1.24–2.21). Past-month cannabis vaping was associated with increased estimated incidence of missed work due to illness/injury (aIRR = 1.35, 95 % CI: 1.06–1.72) and skipping work (aIRR = 1.70, 95 % CI: 1.32–2.18), although these rates did not differ significantly from those associated with non-vaped cannabis use. Associations were generally stronger among full-time workers compared to part-time workers.</div></div><div><h3>Conclusion</h3><div>Both nicotine and cannabis vaping are associated with increased workplace absenteeism. Results support the development and implementation of workplace policies to address vaping-related productivity losses.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"167 ","pages":"Article 108362"},"PeriodicalIF":3.7,"publicationDate":"2025-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143850210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Alcohol use frequency relates to elevated sports betting engagement, risk-taking, and negative consequences in a year-long biweekly study of young adults 在一项为期一年、每两周对年轻人进行的研究中,酒精使用频率与体育博彩参与度、冒险行为和负面后果的增加有关
IF 3.7 2区 医学
Addictive behaviors Pub Date : 2025-04-17 DOI: 10.1016/j.addbeh.2025.108359
Scott Graupensperger , Joseph Lambuth , Arvin Shaygan , Joshua Grubbs , Ty W. Lostutter
{"title":"Alcohol use frequency relates to elevated sports betting engagement, risk-taking, and negative consequences in a year-long biweekly study of young adults","authors":"Scott Graupensperger ,&nbsp;Joseph Lambuth ,&nbsp;Arvin Shaygan ,&nbsp;Joshua Grubbs ,&nbsp;Ty W. Lostutter","doi":"10.1016/j.addbeh.2025.108359","DOIUrl":"10.1016/j.addbeh.2025.108359","url":null,"abstract":"<div><h3>Background</h3><div>Sports betting is a rapidly growing addictive behavior that has been cross-sectionally linked to other risky behaviors including alcohol use. To better understand how alcohol use contributes to sports betting engagement, risk-taking, and negative consequences, the present study examined within-person associations using 26 repeated biweekly assessments.</div></div><div><h3>Method</h3><div>A sample of 210 U.S. young adult sports bettors (aged 18–29) reported alcohol use frequency and sports betting behaviors every other week for a full year. Generalized linear mixed models disentangled between- and within-person associations.</div></div><div><h3>Results</h3><div>Within-person fluctuations in alcohol use frequency were significantly related to sports betting engagement (i.e., frequency <em>Rate Ratio</em> = 1.08, total bets <em>RR</em> = 1.09), high-risk betting behavior (i.e., total amount wagered <em>RR</em> = 1.09, chasing losses <em>RR</em> = 1.08), and negative sports betting consequences (<em>RR</em> = 1.11). Across each outcome, the between-person effects of alcohol use frequency were non-significant, suggesting that alcohol use and gambling behavior may not simply be a trait- or person-level clustering as previously theorized. Alternatively, alcohol use may more directly impact young adults’ sports betting behavior through fluctuating and dynamic processes, potentially driven by the dysregulating effects of alcohol.</div></div><div><h3>Conclusions</h3><div>The evolving sports betting landscape increasingly emphasizes high-risk and impulsive behaviors such as live/in-game betting, which presents unique opportunities for alcohol to adversely impact one’s sports betting behavior. Findings highlight the need for policy and prevention strategies that effectively decouple alcohol use from sports betting, as the combination of these behaviors can amplify risks and consequences.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"167 ","pages":"Article 108359"},"PeriodicalIF":3.7,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143843657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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