Hui Zhou, Bryant Pui Hung Hui, Tulips Yiwen Wang, Anise M S Wu
{"title":"The relationships between positive/negative metacognitions and Internet gaming disorder among Chinese adult gamers: Cross-sectional and longitudinal evidence.","authors":"Hui Zhou, Bryant Pui Hung Hui, Tulips Yiwen Wang, Anise M S Wu","doi":"10.1016/j.addbeh.2024.108245","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108245","url":null,"abstract":"<p><p>Previous research investigating Internet gaming disorder (IGD) in China involved mainly youth samples despite the large population of adult gamers. Drawing on the self-regulatory executive function model, this study aimed to demonstrate the psychometric robustness of negative and positive gaming-specific metacognitions assessed by the short-form Metacognitions about Online Gaming Scale (MOGS; Study 1). Then, Study 2 aimed to explore bidirectional associations between these two factors of the MOGS and IGD among a broad age spectrum of Chinese adult gamers. Through online surveys, we obtained data from Chinese community adults: Study 1 surveyed 409 past-month gamers (M<sub>age</sub> = 42.45, SD = 11.66; 53.8 % female) and Study 2 surveyed 266 past-month gamers (M<sub>age</sub> = 34.76, SD = 11.78; 65.8 % female). Results of Study 1 supported the robustness of the two-factor structure, demonstrated the short-form MOGS' satisfactory convergent validity and reliability, and displayed its scalar invariance between community adults and university students. Study 2 found bidirectional associations between negative metacognitions only and IGD, in which baseline negative metacognitions were associated with higher levels of individuals' follow-up vulnerability to developing IGD. In contrast, IGD had a prospective effect on negative metacognitions 6 months later. IGD also showed a significant prospective effect on positive metacognitions. These findings demonstrate that the short-form MOGS is a cost-effective tool for measuring gaming-specific metacognitions in Chinese adults, highlighting the prominent role of negative metacognitions in the vicious circle of maladaptive metacognitions and IGD, which has implications for IGD preventions.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"163 ","pages":"108245"},"PeriodicalIF":0.0,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142933896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Irene De La Torre, Emily T Hébert, Krista M Kezbers, Danielle Walters, Zachary C Pope, Bingjing Mao, Lizbeth Benson, Dingjing Shi, Nadia Stanley, Michael S Businelle
{"title":"Associations between cannabis use and same-day health and substance use behaviors.","authors":"Irene De La Torre, Emily T Hébert, Krista M Kezbers, Danielle Walters, Zachary C Pope, Bingjing Mao, Lizbeth Benson, Dingjing Shi, Nadia Stanley, Michael S Businelle","doi":"10.1016/j.addbeh.2024.108239","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108239","url":null,"abstract":"<p><strong>Objective: </strong>Cannabis use has increased in the United States as states have legalized/decriminalized recreational and/or medicinal use. The primary aim of this study was to examine daily associations between cannabis use and health (physical activity [PA]) and substance use (alcohol consumption, cigarette use) behaviors.</p><p><strong>Method: </strong>Data from a 28-day nationwide study that prompted daily ecological momentary assessments (EMAs) were used to assess daily cannabis use, moderate-to-vigorous PA (MVPA), alcohol containing drinks consumed, and cigarettes smoked. Only participants who reported cannabis use on at least one day during the study period were included in the analysis (N = 98). Generalized linear mixed models were used to examine associations between cannabis use and same-day health and substance use behaviors while adjusting for race, biological sex, and age.</p><p><strong>Results: </strong>Daily cannabis use was positively associated with daily PA (p = 0.04, 3.31-minute higher PA duration on use vs. non-use days), number of alcohol containing drinks consumed (p = 0.01, 0.45 more drinks on use vs. non-use days), and number of cigarettes smoked (p = 0.01, 0.63 more cigarettes on use vs. non-use days).</p><p><strong>Conclusions: </strong>This study was among the first to use EMAs to examine associations between daily cannabis use and same-day PA, alcohol consumption, and cigarette use. Overall, findings indicated that daily cannabis use is associated with higher engagement in these daily health and substance use behaviors. Further research is needed to understand mechanisms linking cannabis use with these and other behaviors.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"163 ","pages":"108239"},"PeriodicalIF":0.0,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142933889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Natalie Fahsen, Dèsirée Vidaña-Pérez, José Monzon, Sophia Mus, Gustavo Davila, Joaquín Barnoya, James F Thrasher
{"title":"Longitudinal analysis of predictors of electronic cigarette trial among adolescents in Guatemala.","authors":"Natalie Fahsen, Dèsirée Vidaña-Pérez, José Monzon, Sophia Mus, Gustavo Davila, Joaquín Barnoya, James F Thrasher","doi":"10.1016/j.addbeh.2024.108233","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108233","url":null,"abstract":"<p><strong>Background: </strong>Understanding factors influencing electronic cigarette (e-cigarette) trial in adolescents is crucial for shaping policies and interventions to reduce consumption and potentially prevent addictive tendencies, particularly in countries with weak regulations like Guatemala.</p><p><strong>Objective: </strong>We aimed to longitudinally assess predictors of e-cigarette trial among Guatemalan adolescents surveyed in 2019, 2020, and 2021.</p><p><strong>Methods: </strong>Students (13 to 18 years old) from nine private schools completed self-administered questionnaires about e-cigarette use and associated risk factors. Data from those who had at least one follow-up survey after reporting that they had never tried e-cigarettes at either the 2019 or 2020 survey (N = 838) was analyzed. We used a mixed-effects logistic regression clustered by student and school to assess predictors of ever e-cigarette use.</p><p><strong>Results: </strong>Nearly one-quarter (21.0 %) of unique students tried e-cigarettes at follow-up. Risk factors for e-cigarette trial included cigarette or heated tobacco products use (adjusted odds ratio [AOR] = 2.95, 95 %CI = 1.24-7.04), frequent exposure to online e-cigarette marketing (AOR = 2.46, 95 %CI = 1.39-4.35), alcohol or marihuana use (AOR = 1.74, 95 %CI = 1.17-2.58), and parental approval of e-cigarette use (AOR = 1.65, 95 %CI = 1.14-2.40). The perception that serious illness from life-long e-cigarette use is likely or certain (AOR = 0.57, 95 %CI = 0.36-0.91, and AOR = 0.37, 95 %CI = 0.19-0.72, respectively) appeared as a protective factor for e-cigarette trial.</p><p><strong>Conclusion: </strong>Our findings align with international research, indicating shared risk factors across youth worldwide. The incorporation of these factors into policies and interventions targeting the reduction of e-cigarette trial is imperative for optimizing their efficacy.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108233"},"PeriodicalIF":0.0,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142901060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Veronica L Richards, Robert J Turrisi, Shannon D Glenn, Kimberly A Mallett, Alyssa Altstaedter, Sarah Ackerman, Michael A Russell
{"title":"Serious harm reduction protective behavioral strategies reduce consequences associated with alcohol-induced blackouts in college students.","authors":"Veronica L Richards, Robert J Turrisi, Shannon D Glenn, Kimberly A Mallett, Alyssa Altstaedter, Sarah Ackerman, Michael A Russell","doi":"10.1016/j.addbeh.2024.108234","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108234","url":null,"abstract":"<p><strong>Objective: </strong>Alcohol-induced blackouts (AIBs) have been associated with increased alcohol-related consequences. Serious harm reduction (SHR) protective behavioral strategies may reduce consequences when students are drinking heavily. We examined whether SHR weakened the relationship between AIBs and a) total consequences and b) serious consequences (e.g., sexual assault) only.</p><p><strong>Methods: </strong>Students were eligible if they were aged 18-22 years, in their second or third year of college, reported drinking 4 + drinks on a typical Friday or Saturday, experienced ≥ 1 AIB in the past semester, owned an iPhone, and were willing to wear a sensor for 3 days each weekend. Students (N = 79, 55.7 % female, 86.1 % White, Mage = 20.1) wore sensors and completed daily diaries over four consecutive weekends (852 total surveys; 89.9 % completion rate). Linear multilevel models were conducted to test for moderating effects of SHR.</p><p><strong>Results: </strong>SHR weakened the association between AIBs and total consequences. At low (-1 SD) SHR, days with an AIB had an additional 1.46 consequences compared to days without an AIB, on average. At high (+1 SD) SHR, days with an AIB had an additional 0.94 consequences compared to days without an AIB, on average. SHR did not change the association between AIBs and serious consequences.</p><p><strong>Conclusions: </strong>Students experienced approximately 50% more consequences on nights when they had an AIB and used below average numbers of SHR compared to nights when they had an AIB and used above average numbers of SHR. These findings suggest that student drinking interventions should include SHR to reduce harm associated with drinking and AIBs.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108234"},"PeriodicalIF":0.0,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142878950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Gambling motives and problem gambling: Exploring psychological moderators in the pathways model.","authors":"S E Dias, S S Merkouris, S N Rodda, N A Dowling","doi":"10.1016/j.addbeh.2024.108235","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108235","url":null,"abstract":"<p><strong>Background: </strong>Relationships between gambling motives and problem gambling have been identified in previous research. There is, however, evidence of moderate-to-high heterogeneity in these associations, suggesting that further research is required to elucidate which gamblers are more susceptible to the influence of different types of motives. This study aims to (1) explore the relationship between gambling motives (Gambling Motives Questionnaire-Financial coping, enhancement, social, financial) and problem gambling (Problem Gambling Severity Index); and (2) investigate the degree to which psychological variables implicated by the pathways model (positive reinforcement high-risk situations, negative reinforcement high-risk situations, psychological distress, emotional dysregulation, distress intolerance and impulsivity) moderate these relationships.</p><p><strong>Methods: </strong>A convenience sample of 342 past-month gamblers (M = 29.09, SD = 10.39), who were mostly classified with low-risk, moderate-risk or problem gambling (90.14 %), completed an online survey including an assessment of gambling motives, problem gambling, and these psychological variables.</p><p><strong>Results: </strong>All gambling motives positively predicted problem gambling (OR = 1.18-1.59, p < 0.001). In the moderation analyses, significant interaction effects were found between coping motives and lack of clarity (emotional clarity) (OR = 1.05, p = 0.024), all motives and distress tolerance (OR = 0.95-0.96, p=< 0.001-0.006), and enhancement motives and positive urgency (OR = 1.03, p = 0.020).</p><p><strong>Conclusions: </strong>This is the first known study to use psychological variables explicated by the pathways model to moderate the relationship between gambling motives and problem gambling, with a view to explaining some of the heterogeneity in these relationships. The identification of significant interactions has clinical implications for the development of targeted prevention and intervention programs.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108235"},"PeriodicalIF":0.0,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142873058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Catherine Tulloch, Matthew Browne, Matthew Rockloff, Nerilee Hing, Margo Hilbrecht
{"title":"The roles of coping style and social support in the experience of harm and distress among people affected by another person's gambling.","authors":"Catherine Tulloch, Matthew Browne, Matthew Rockloff, Nerilee Hing, Margo Hilbrecht","doi":"10.1016/j.addbeh.2024.108236","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108236","url":null,"abstract":"<p><strong>Background: </strong>Gambling-related harms can negatively impact the health and wellbeing of those around the person who gambles (affected others, AOs). The stress-strain-coping-support (SSCS) model proposes that the type of coping strategies AOs use, and the availability of social support, can effectively reduce some of these negative consequences. The current study aimed to explore the assumptions in the SSCS model by examining the role of coping styles and social support on the experience of harm and psychological distress in AOs.</p><p><strong>Method: </strong>A community sample (N = 1,131) of AOs completed the Problem Gambling Severity Index (PGSI), Gambling Harm Scale for Affected Others (GHS-AO-20; harm), Significant Other Closeness Scale, Kessler-6 (K6; psychological distress), Brief Coping Questionnaire (coping styles) and the Multidimensional Scale of Perceived Social Support (social support). Data were analysed using hierarchical multiple regression.</p><p><strong>Results: </strong>The use of maladaptive coping styles was positively associated with harm and psychological distress. Social support was significantly negatively correlated with harm and distress. When all predictors were included in regression analyses, the only significant predictors of harm and distress were being exposed to a more severe gambling problem, being closer to the person with the gambling problem, greater use of maladaptive coping styles, and lower levels of social support. Some interaction effects were identified.</p><p><strong>Conclusions: </strong>Some commonly used coping behaviours may inadvertently exacerbate harm and distress, while social support appears to be protective against negative health impacts. Education, treatment, and support to AOs could provide options that address these findings.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108236"},"PeriodicalIF":0.0,"publicationDate":"2024-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142873214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gabriela López, Holly K Boyle, Michelle Haikalis, Mary Beth Miller, Kristina M Jackson, Kate B Carey, Jennifer E Merrill
{"title":"Day-level associations among alcohol use, simultaneous alcohol and cannabis use, and both regretted and positive romantic/sexual experiences.","authors":"Gabriela López, Holly K Boyle, Michelle Haikalis, Mary Beth Miller, Kristina M Jackson, Kate B Carey, Jennifer E Merrill","doi":"10.1016/j.addbeh.2024.108232","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108232","url":null,"abstract":"<p><strong>Background: </strong>Young adults who drink heavily, including those who simultaneously use cannabis, experience both positive and regretted romantic/sexual experiences. Both gender and past sexual assault severity may also play a role in the valence of romantic/sexual experiences. The current study focuses on day-level correlates of romantic/sexual experiences, assessing whether: (1) number of drinks or simultaneous alcohol and cannabis use (vs. alcohol only) are associated with likelihood of regretted or positive romantic/sexual experiences and (2) past sexual assault severity or gender moderate these associations.</p><p><strong>Methods: </strong>Two hundred and one young adults (M<sub>age</sub> = 22.06) reporting high intensity drinking (8+/10+ drinks for females/males) completed baseline and 28 daily assessments of alcohol use, simultaneous use, and romantic/sexual experiences.</p><p><strong>Results: </strong>Consumption of more drinks increased likelihood of both positive and regretted romantic/sexual experiences. Simultaneous alcohol and cannabis use had no effect on positive romantic/sexual experiences. There was a significant interaction between simultaneous use and gender in the prediction of a regretted romantic/sexual experience when controlling for number of drinks. Among women, simultaneous use (vs. alcohol only) significantly decreased likelihood of regretted romantic/sexual experiences. Among men, simultaneous use was unrelated to likelihood of regretted romantic/sexual experiences. Past sexual assault was not a significant moderator of effects of either number of drinks or simultaneous use.</p><p><strong>Conclusions: </strong>Among heavy-drinking young adults, a greater number of drinks is associated with both more regretted and positive romantic/sexual experiences. Findings highlight a unique protective effect of simultaneous use for women, even when controlling for how much alcohol is being consumed.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108232"},"PeriodicalIF":0.0,"publicationDate":"2024-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142873648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lindsey N Potter, Dusti R Jones, Chelsey R Schlechter, Cho Y Lam, Inbal Nahum-Shani, Christopher P Fagundes, David W Wetter
{"title":"Momentary predictors of tobacco lapse among African Americans during a quit attempt.","authors":"Lindsey N Potter, Dusti R Jones, Chelsey R Schlechter, Cho Y Lam, Inbal Nahum-Shani, Christopher P Fagundes, David W Wetter","doi":"10.1016/j.addbeh.2024.108231","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108231","url":null,"abstract":"<p><strong>Background and aims: </strong>African American smokers are less likely to successfully quit and experience a greater burden of tobacco-related health outcomes than White individuals. There is a profound need to understand factors that impact tobacco cessation among African Americans who are undergoing a quit attempt. This study aimed to examine the within- and between-person associations of risk factors (motivation, self-efficacy, urge, positive affect, negative affect, smoking expectancies, and cigarette availability) with lapse.</p><p><strong>Design and setting: </strong>Observational study in the Houston, TX area that used ecological momentary assessment (EMA) to collect data for 10 days following a smoking quit attempt. Multilevel modeling was used to test associations between risk factors and lapse.</p><p><strong>Participants: </strong>N = 211 African American adults, 51 % female, and ages 18-74.</p><p><strong>Measurements: </strong>EMA was used to assess risk factors (motivation, self-efficacy, urge, positive affect, negative affect, smoking expectancies, and cigarette availability) and lapse.</p><p><strong>Findings: </strong>At the within-person level, moments characterized by greater urge, smoking expectancies, and cigarette availability were associated with greater risk of lapse in daily life. At the between-person level, those who had lower motivation and self-efficacy and greater urge, smoking expectancies, and cigarette availability were more likely to lapse in daily life.</p><p><strong>Conclusions: </strong>The current study addresses important theoretical underpinnings regarding the dynamic nature of predictors of lapse. Although some predictors (urge, smoking expectancies, cigarette availability) did have a significant effect with lapse in expected directions, between person effects may be increasingly important in this population, and additional momentary predictors should be explored in future research.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108231"},"PeriodicalIF":0.0,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142856892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Thi Phuong Thao Tran, Thi Tuyet Hanh Tran, Thi Hai Phan, Van Minh Hoang, Lucy Popova
{"title":"Perceived harm of e-cigarettes relative to conventional cigarettes: Comparison among different measures in the US and Vietnam.","authors":"Thi Phuong Thao Tran, Thi Tuyet Hanh Tran, Thi Hai Phan, Van Minh Hoang, Lucy Popova","doi":"10.1016/j.addbeh.2024.108230","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108230","url":null,"abstract":"<p><strong>Introduction: </strong>Evidence shows the inconsistencies in perceived harm of e-cigarettes between direct (single question) and indirect (assessing perceived harm separately by a single question and subtracting their score) measures. While the validity of both measures was tested by assessing their association with criterion variables (i.e., ever-trying e-cigarettes), further validation research is needed given existing limitations.</p><p><strong>Methods: </strong>We analyzed data from Population Assessment of Tobacco and Health Study Wave 6 in the US and a provincial version of the Global Adult Tobacco Survey 2020 in Vietnam. Comparative harm of cigarettes and e-cigarettes was measured using direct and indirect method. A new criterion validity measure - \"I use e-cigarettes because they might be less harmful to me than smoking cigarettes\" - was introduced.</p><p><strong>Results: </strong>In the general US population, a higher proportion of participants perceived e-cigarettes as less harmful than cigarettes when assessed using the indirect method compared to the direct method (31.56% vs. 13.70%). Additionally, although many US e-cigarette users indicated that they used e-cigarettes because they might be less harmful than cigarettes, among these people only 61.43% reported e-cigarettes to be less harmful when using the direct method but this proportion was higher (67.28%) for the indirect method. In Vietnam, this proportion was higher, at 76.68% using the direct method.</p><p><strong>Conclusion: </strong>This study emphasizes the significance of including and reporting multiple measures within a single survey to achieve a comprehensive understanding of perceived harm.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108230"},"PeriodicalIF":0.0,"publicationDate":"2024-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142901062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lucien Rochat, Germano Vera Cruz, Elias Aboujaoude, Robert Courtois, Farah Ben Brahim, Riaz Khan, Yasser Khazaal
{"title":"Problematic smartphone use in a representative sample of US adults: Prevalence and predictors.","authors":"Lucien Rochat, Germano Vera Cruz, Elias Aboujaoude, Robert Courtois, Farah Ben Brahim, Riaz Khan, Yasser Khazaal","doi":"10.1016/j.addbeh.2024.108228","DOIUrl":"https://doi.org/10.1016/j.addbeh.2024.108228","url":null,"abstract":"<p><p>The exponential growth in worldwide smartphone adoption has led to mounting concerns about problematic smartphone use (PSU), with some studies of variably defined PSU yielding prevalence rates as high as 20 to 30%. The present study aims to (a) estimate the prevalence of PSU while emphasizing functional impairment, and (b) examine the degree to which a set of demographic, contextual, behavioral and mental health variables can predict PSU. A representative U.S. sample of 1,989 participants completed an online survey using a cross-sectional design aimed at examining PSU. Data were analyzed using two different but complementary machine learning algorithms. The results indicate a PSU prevalence of 0.75% to 1.2 % when a functional impairment criterion is required. The most important predictors of PSU are related to smartphone use behavior, followed by contextual factors (being a parent of under-age children, increase in use during the COVID-19 pandemic), age and some psychopathological factors. Overall, the study suggests that the prevalence of functionally impairing PSU may be much lower than what has been reported based on less stringent definitions. The results highlight the necessity to account for impact on key spheres of functioning in diagnosing PSU to avoid pathologizing a ubiquitous behavior that may be intensive but not necessarily pathological. They also open up relevant perspectives for the prevention of PSU.</p>","PeriodicalId":93857,"journal":{"name":"Addictive behaviors","volume":"162 ","pages":"108228"},"PeriodicalIF":0.0,"publicationDate":"2024-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142866573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}