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Ciudad-Fernández V, Zarco-Alpuente A, Escrivá-Martínez T, Herrero R, Baños R. How adolescents lose control over social networks: A process-based approach to problematic social network use. Addict Behav 2024; 154:108003. [PMID: 38461744 DOI: 10.1016/j.addbeh.2024.108003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 02/20/2024] [Accepted: 02/27/2024] [Indexed: 03/12/2024]
Abstract
Social networks (SNs) are immensely popular, especially among teenagers, yet our understanding of problematic SNs remains limited. Understanding motivations and patterns of use is crucial given the current prevalence of problematic SNs use. Perarles et al. (2020) distinguish two behavioral control modes: Model-Free Control, where actions are characterized by actions driven by immediate gratification without reflective consideration for long-term consequences, and Model-Based Control, enabling planned and goal-directed actions. Both control modes can lead to problematic social network use. This study aims to delve into problematic SNs use and the underlying motives behind adolescents' participation in SNs, drawing upon the theoretical proposal by Perales et al. (2020). We conducted four focus groups with adolescents aged 13-17 (50 % female; Mage = 14.5, SD = 1.75), comprising two public school and two Catholic private school groups. Thematic analysis using Atlas.ti software revealed three themes. The first uncovers characteristics of problematic SNs use, including withdrawal, increased usage time, impaired control, behavioral salience and attentional capture and cognitive hijacking. The second spotlights motives, emphasizing emotional regulation, finding out what is going on, and social interaction. The third theme explores consequences such as compromised academic performance and physical harm. In conclusion, addressing both motives and problematic behaviors present a more effective approach to confronting SNs use challenges and fostering healthier online experiences for adolescents.
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Affiliation(s)
- Víctor Ciudad-Fernández
- Department of Personality, Evaluation and Psychological Treatments, Faculty of Psychology, University of Valencia, Valencia 46010, Spain; Polibienestar Research Institute, University of Valencia, Valencia 46022, Spain.
| | - Alfredo Zarco-Alpuente
- Department of Basic Psychology, Faculty of Psychology, University of Valencia, Valencia 46010, Spain.
| | - Tamara Escrivá-Martínez
- Department of Personality, Evaluation and Psychological Treatments, Faculty of Psychology, University of Valencia, Valencia 46010, Spain; Polibienestar Research Institute, University of Valencia, Valencia 46022, Spain; CIBERObn Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid 28029, Spain.
| | - Rocío Herrero
- Polibienestar Research Institute, University of Valencia, Valencia 46022, Spain; CIBERObn Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid 28029, Spain; Department of Psychology and Sociology, Faculty of Social and Human Sciences, University of Zaragoza, 44003 Teruel, Spain.
| | - Rosa Baños
- Department of Personality, Evaluation and Psychological Treatments, Faculty of Psychology, University of Valencia, Valencia 46010, Spain; Polibienestar Research Institute, University of Valencia, Valencia 46022, Spain; CIBERObn Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Madrid 28029, Spain.
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Bőthe B, Nagy L, Koós M, Demetrovics Z, Potenza MN, Kraus SW. Problematic pornography use across countries, genders, and sexual orientations: Insights from the International Sex Survey and comparison of different assessment tools. Addiction 2024; 119:928-950. [PMID: 38413365 DOI: 10.1111/add.16431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 12/14/2023] [Indexed: 02/29/2024]
Abstract
BACKGROUND AND AIMS Problematic pornography use (PPU) is a common manifestation of the newly introduced Compulsive Sexual Behavior Disorder diagnosis in the 11th edition of the International Statistical Classification of Diseases and Related Health Problems. Although cultural, gender- and sexual orientation-related differences in sexual behaviors are well documented, there is a relative absence of data on PPU outside Western countries and among women as well as gender- and sexually-diverse individuals. We addressed these gaps by (a) validating the long and short versions of the Problematic Pornography Consumption Scale (PPCS and PPCS-6, respectively) and the Brief Pornography Screen (BPS) and (b) measuring PPU risk across diverse populations. METHODS Using data from the pre-registered International Sex Survey [n = 82 243; mean age (Mage) = 32.4 years, standard deviation = 12.5], a study across 42 countries from five continents, we evaluated the psychometric properties (i.e. factor structure, measurement invariance, and reliability) of the PPCS, PPCS-6, and BPS and examined their associations with relevant correlates (e.g. treatment-seeking). We also compared PPU risk among diverse groups (e.g. three genders). RESULTS The PPCS, PPCS-6, and BPS demonstrated excellent psychometric properties [for example, comparative fit index = 0.985, Tucker-Lewis Index = 0.981, root mean square error of approximation = 0.060 (90% confidence interval = 0.059-0.060)] in the confirmatory factor analysis, with all PPCS' inter-factor correlations positive and strong (rs = 0.72-0.96). A total of 3.2% of participants were at risk of experiencing PPU (PPU+) based on the PPCS, with significant country- and gender-based differences (e.g. men reported the highest levels of PPU). No sexual orientation-based differences were observed. Only 4-10% of individuals in the PPU+ group had ever sought treatment for PPU, while an additional 21-37% wanted to, but did not do so for specific reasons (e.g. unaffordability). CONCLUSIONS This study validated three measures to assess the severity of problematic pornography use across languages, countries, genders, and sexual orientations in 26 languages: the Problematic Pornography Consumption Scale (PPCS, and PPCS-6, respectively), and the Brief Pornography Screen (BPS). The problematic pornography use risk is estimated to be 3.2-16.6% of the population of 42 countries, and varies among different groups (e.g. genders) and based on the measure used.
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Affiliation(s)
- Beáta Bőthe
- Département de Psychologie, Université de Montréal, Montréal, Canada
| | - Léna Nagy
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mónika Koós
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
| | - Marc N Potenza
- Yale University School of Medicine, New Haven, CT, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
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Borgogna NC, Way BM, Kraus SW. Multicultural Considerations for the Psychometrics of the Brief Pornography Screen. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2024; 27:318-327. [PMID: 38457648 DOI: 10.1089/cyber.2023.0493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/10/2024]
Abstract
Problematic pornography use (PPU) is a burgeoning area of clinical interest. The Brief Pornography Screen (BPS) is a new PPU measure. The BPS has not been psychometrically studied within specific race/cultural groups. We sought to broaden the PPU literature by examining the confirmatory factor analysis (CFA) fit, measurement invariance, and structural invariance of the BPS across eight identity groups. Participants came from a survey administered at three U.S. universities. In total, n = 2,475 participants were analyzed, with the following identity group breakdowns: Asian American/Pacific Islander (AAPI) male = 268, AAPI female = 303, Black male = 101, Black female = 189, Latin male = 208, Latin female = 372, White male = 432, and White female = 602. BPS CFA fit was good across all groups. Measurement invariance analyses suggested metric, but not scalar invariance across all groups. We then split participants by sex assignment, full residual invariance was evident across groups for male participants and partial residual invariance was evident for female participants. Structural invariance analyses indicated anxiety as a weak positive BPS correlate in AAPI, Latin, and White male participants (β's = 0.25-0.27), but not meaningfully related in the other groups. Pornography viewing frequency was positively correlated with BPS scores across most groups with a wide range (β's = 0.29-0.52), except for Black male participants (β = 0.15). Our results suggest that the BPS is an appropriate PPU measure across the tested identity groups. While between-group measurement is relatively accurate within sex assignment groups, correlates differed in strength, meaning different variables likely predict PPU for different groups of people.
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Affiliation(s)
- Nicholas C Borgogna
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Bailey M Way
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, Nevada, USA
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, Nevada, USA
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Bőthe B, Potenza MN, Demetrovics Z. Debates on Compulsive Sexual Behavior Disorder: A Call for Global and Interdisciplinary Perspectives. ARCHIVES OF SEXUAL BEHAVIOR 2024; 53:1215-1220. [PMID: 38418717 DOI: 10.1007/s10508-024-02836-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 02/15/2024] [Accepted: 02/15/2024] [Indexed: 03/02/2024]
Affiliation(s)
- Beáta Bőthe
- Département de Psychologie, Université de Montréal, Succursale Centre-Ville, C.P. 6128, Montréal, QC, H3C 3J7, Canada.
- Centre de Recherche Interdisciplinaire sur les Problèmes Conjugaux et les Agressions Sexuelles, Montréal, QC, Canada.
| | - Marc N Potenza
- Yale University School of Medicine, New Haven, CT, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
| | - Zsolt Demetrovics
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
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Muela I, Navas JF, Barrada JR, López-Guerrero J, Rivero FJ, Brevers D, Perales JC. Operationalization and measurement of compulsivity across video gaming and gambling behavioral domains. BMC Psychol 2023; 11:407. [PMID: 37990335 PMCID: PMC10664636 DOI: 10.1186/s40359-023-01439-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 11/10/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Compulsivity is the hallmark of addiction progression and, as a construct, has played an important role in unveiling the etiological pathways from learning mechanisms underlying addictive behavior to harms resulting from it. However, a sound use of the compulsivity construct in the field of behavioral addictions has been hindered to date by the lack of consensus regarding its definition and measurement. Here we capitalize on a previous systematic review and expert appraisal to develop a compulsivity scale for candidate behavioral addictions (the Granada Assessment for Cross-domain Compulsivity, GRACC). METHODS The initial scale (GRACC90) consisted of 90 items comprising previously proposed operationalizations of compulsivity, and was validated in two panel samples of individuals regularly engaging in gambling and video gaming, using exploratory structural equation modeling (ESEM) and convergence analyses. RESULTS The GRACC90 scale is unidimensional and structurally invariant across samples, and predicted severity of symptoms, lower quality of life, and negative affect, to similar degrees in the two samples. Additionally, poorer quality of life and negative affect were comparably predicted by compulsivity and by severity of symptoms. A shorter version of the scale (GRACC18) is proposed, based on selecting the 18 items with highest factor loadings. CONCLUSIONS Results support the proposal that core symptoms of behavioral addictions strongly overlap with compulsivity, and peripheral symptoms are not essential for their conceptualization. Further research should clarify the etiology of compulsive behavior, and whether pathways to compulsivity in behavioral addictions could be common or different across domains.
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Affiliation(s)
- Ismael Muela
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain.
| | - Juan F Navas
- Department of Clinical Psychology, Complutense University of Madrid, Madrid, Spain
| | - Juan R Barrada
- Department of Psychology and Sociology, Faculty of Education, Universidad de Zaragoza, Zaragoza, Spain
| | - José López-Guerrero
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain
| | - Francisco J Rivero
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain
| | - Damien Brevers
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Sciences Research Institute (IPSY), UCLouvain, Louvain-La-Neuve, Belgium
| | - José C Perales
- Department of Experimental Psychology; Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, 18071, Campus de Cartuja s/n, Granada, Spain
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Ballester-Arnal R, Castro-Calvo J, García-Barba M, Nebot-García JE, Gil-Llario MD. Salivary testosterone levels are associated with Compulsive Sexual Behavior (CSB) in men but not in women in a community sample. J Behav Addict 2023; 12:847-854. [PMID: 37594880 PMCID: PMC10562815 DOI: 10.1556/2006.2023.00047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 06/19/2023] [Accepted: 08/02/2023] [Indexed: 08/20/2023] Open
Abstract
Background and aims Despite the inclusion of Compulsive Sexual Behavior (CSB) as a diagnostic entity in the ICD-11 and the increasing number of studies addressing psychological factors leading to its onset and maintenance, little is known about the role of hormonal factors when accounting for this clinical condition (especially in women). This study aimed to provide insights into the association between testosterone levels (i.e., the androgen more intimately linked to sexual desire and arousability) and CSB in both men and women. Methods A total of 80 participants (40 men [Mage = 22.31; SD = 2.93] and 40 women [Mage = 21.79; SD = 2.06]) provided a saliva sample for the estimation of the level of free testosterone and completed a battery of measures assessing CSB and other related sexual domains (sexual sensation seeking and online/offline sexual behavior). Results In men, salivary testosterone had a positive and significant correlation with three scales assessing CSB (r between 0.316 and 0.334). In women, these correlations were small and non-significant (r between 0.011 and 0.079). In both men and women, the level of salivary testosterone had small non-significant correlations with the other domains of sexual behavior assessed. Discussion and conclusions Individuals' level of testosterone may contribute to the etiopathogenesis of CSB, but only in men. In women, alternative psychological -i.e., motivational, behavioral, or cognitive- processes may be playing a more central role in the expression of this condition.
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Affiliation(s)
- Rafael Ballester-Arnal
- Department of Basic and Clinical Psychology and Psychobiology, Universitat Jaume I, Castellón, Spain
| | - Jesús Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia-Estudi General, Valencia, Spain
| | - Marta García-Barba
- Department of Basic and Clinical Psychology and Psychobiology, Universitat Jaume I, Castellón, Spain
| | - Juan Enrique Nebot-García
- Department of Developmental and Educational Psychology, University of Valencia-Estudi General, Valencia, Spain
| | - María Dolores Gil-Llario
- Department of Developmental and Educational Psychology, University of Valencia-Estudi General, Valencia, Spain
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Brand M, Potenza MN. Behavioral addictions in the ICD-11: An important debate that is anticipated to continue for some time. J Behav Addict 2023; 12:585-589. [PMID: 37682725 PMCID: PMC10562818 DOI: 10.1556/2006.2023.00042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/13/2023] [Accepted: 07/13/2023] [Indexed: 09/10/2023] Open
Abstract
The Journal of Behavioral Addictions featured a debate on the topic of "behavioral addictions in ICD-11" in 2022. Three main debate papers were published and a total of eleven commentaries. One main topic of considerations in the three debate papers and in the majority of commentaries was compulsive sexual behavior disorder. The debate was balanced, collegial and conducted at a high scientific level. Although there are some disagreements regarding specific details, all authors consider more research on behavioral addictions as important. This scientific debate has been and continues to be enormously important to behavioral addiction research and clinical practice.
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Affiliation(s)
- Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Germany
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
| | - Marc N. Potenza
- Departments of Psychiatry, Neuroscience and Child Study, Yale University School of Medicine, New Haven, USA
- Connecticut Council on Problem Gambling, Wethersfield, USA
- Connecticut Mental Health Center, New Haven, USA
- Wu Tsai Institute, Yale University, New Haven, USA
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Fernandez DP, Kuss DJ, Justice LV, Fernandez EF, Griffiths MD. Effects of a 7-Day Pornography Abstinence Period on Withdrawal-Related Symptoms in Regular Pornography Users: A Randomized Controlled Study. ARCHIVES OF SEXUAL BEHAVIOR 2023; 52:1819-1840. [PMID: 36652136 PMCID: PMC9847461 DOI: 10.1007/s10508-022-02519-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 11/14/2022] [Accepted: 12/20/2022] [Indexed: 06/17/2023]
Abstract
Little is known about whether withdrawal-like symptoms manifest when regular pornography users attempt to abstain from pornography. The present study used a randomized controlled design to examine whether (1) negative abstinence effects that may be potentially reflective of withdrawal-related symptoms manifest when a non-clinical sample of regular pornography users attempt to abstain from pornography for a 7-day period and (2) these negative abstinence effects would only manifest (or manifest more strongly) for those with higher levels of problematic pornography use (PPU). A total of 176 undergraduate students (64.2% female) who were regular pornography users (defined as having used pornography ≥ three times a week in the past 4 weeks) were randomly assigned to an abstinence group (instructed to attempt abstinence from pornography for 7 days, n = 86) or a control group (free to watch pornography as usual, n = 90). Participants completed measures of craving, positive and negative affect, and withdrawal symptoms at baseline and each night of the 7-day period. Contrary to the confirmatory hypotheses, there were no significant main effects of group (abstinence vs. control) or group × PPU interaction effects on any of the outcome measures, controlling for baseline scores. These findings indicate that no evidence of withdrawal-related symptoms was found for abstaining participants, and this was not dependent on level of PPU. However, exploratory analyses showed a significant three-way interaction (group × PPU × past 4-week frequency of pornography use [FPU]) on craving, where an abstinence effect on craving was found at high levels of PPU only once past 4-week FPU reached the threshold of daily use. While these exploratory findings should be interpreted with caution, they suggest that abstinence effects could potentially manifest when there is a combination of high PPU and high FPU-a hypothesis that warrants investigation in future prospective abstinence studies.
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Affiliation(s)
- David P Fernandez
- Psychology Department, Nottingham Trent University, 50 Shakespeare Street, Nottingham, NG1 4FQ, UK.
| | - Daria J Kuss
- Psychology Department, Nottingham Trent University, 50 Shakespeare Street, Nottingham, NG1 4FQ, UK
| | - Lucy V Justice
- Psychology Department, Nottingham Trent University, 50 Shakespeare Street, Nottingham, NG1 4FQ, UK
| | | | - Mark D Griffiths
- Psychology Department, Nottingham Trent University, 50 Shakespeare Street, Nottingham, NG1 4FQ, UK
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Borgogna NC, Aita SL. Another failure of the latent disease model? The case of compulsive sexual behavior disorder •. J Behav Addict 2022; 11:615-619. [PMID: 36112489 PMCID: PMC9872533 DOI: 10.1556/2006.2022.00069] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 08/19/2022] [Accepted: 08/27/2022] [Indexed: 02/03/2023] Open
Abstract
Recent debates have evolved regarding the classification/conceptualization of compulsive sexual behavior disorder (CSBD). Conclusions regarding an agreed upon CSBD model are hindered by reliance on the latent disease model. Competing biological-based frameworks are moving forward to replace latent disease classification more broadly but have been met with limited success. We suggest that CSBD researchers move towards developing dimensional, transtheoretical, process-based models. We further suggest additional research, particularly mixed methods and longitudinal studies. Finally, we request that federal funding bodies take a more active role in supporting CSBD research.
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Affiliation(s)
- Nicholas C. Borgogna
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX, United States,Corresponding author. E-mail:
| | - Stephen L. Aita
- Veterans Affairs Maine Healthcare System, Augusta, ME, United States
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