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Ben Brahim F, Courtois R, Vera Cruz G, Khazaal Y. Predictors of compulsive cyberporn use: A machine learning analysis. Addict Behav Rep 2024; 19:100542. [PMID: 38560011 PMCID: PMC10979147 DOI: 10.1016/j.abrep.2024.100542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 03/15/2024] [Accepted: 03/18/2024] [Indexed: 04/04/2024] Open
Abstract
Introduction Compulsive cyberporn use (CCU) has previously been reported among people who use cyberporn. However, most of the previous studies included convenience samples of students or samples of the general adult population. Research examining the factors that predict or are associated with CCU are still scarce.In this study, we aimed to (a) assess compulsive cyberporn consumption in a broad sample of people who had used cyberporn and (b) determine, among a diverse range of predictor variables, which are most important in CCU scores, as assessed with the eight-item Compulsive Internet Use Scale adapted for cyberporn. Materials and Methods Overall, 1584 adult English speakers (age: 18-75 years, M = 33.18; sex: 63.1 % male, 35.2 % female, 1.7 % nonbinary) who used cyberporn during the last 6 months responded to an online questionnaire that assessed sociodemographic, sexual, psychological, and psychosocial variables. Their responses were subjected to correlation analysis, analysis of variance, and machine learning analysis. Results Among the participants, 21.96% (in the higher quartile) presented CCU symptoms in accordance with their CCU scores. The five most important predictors of CCU scores were related to the users' strength of craving for pornography experiences, suppression of negative emotions porn use motive, frequency of cyberporn use over the past year, acceptance of rape myths, and anxious attachment style. Conclusions From a large and diverse pool of variables, we determined the most important predictors of CCU scores. The findings contribute to a better understanding of problematic pornography use and could enrich compulsive cyberporn treatment and prevention.
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Affiliation(s)
- Farah Ben Brahim
- University of Tours, QualiPsy, Tours, France
- Lausanne University, Lausanne, Switzerland
| | | | - Germano Vera Cruz
- Department of Psychology, UR 7273 CRP-CPO, University of Picardie Jules Verne, Amiens, France
| | - Yasser Khazaal
- Lausanne University, Lausanne, Switzerland
- Addiction Medicine, Lausanne University Hospital
- Department of Psychiatry and Addictology, Montreal University, Canada
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Ben Brahim F, Vera Cruz G, Courtois R, May J, Khazaal Y. Strength of Pornography Craving Experience (PCE-S): Psychometric properties of a new measure based on the elaborated intrusion theory of desire. Addict Behav 2024; 148:107858. [PMID: 37774528 DOI: 10.1016/j.addbeh.2023.107858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 08/11/2023] [Accepted: 09/06/2023] [Indexed: 10/01/2023]
Abstract
INTRODUCTION Pornography use is a common sexual activity with potentially addictive use in some people. Even though craving is being recognized as an important characteristic of addictive behaviors, there is a lack of a specific validated instrument measuring the pornography craving experience. The present study aimed at adapting and validating an instrument measuring the users' strength of pornography craving experience (PCE-S) based on the Elaborated Intrusion theory of desire. METHODS Items from the "strength" form of the Craving Experience Questionnaire (CEQ) were adapted to pornography use and used to create the PCE-S. The PCE-S was then administered online to 1584 English-speaking cyberporn users aged 18-75 years old (M = 33.18; SD = 10.84]; 63.1 % male, 35.2 % female, and 1.7 % non-binary). All participants completed an assessment of compulsive cyberporn use (CIUS adapted for cyberporn). Confirmatory factorial analysis (CFA) was used to examine the construct structure validity; Cronbach alpha coefficient, corrected item-total correlation, regression, and discriminant analysis were used to assess the instrument's psychometric properties. RESULTS After using the modification indices to improve the initial model, a relatively good fit for the three-factor model was confirmed. Concurrent validity with the compulsive cyberporn use (CCU) measure was demonstrated. The PCE-S discriminated between participants with high CCU and those with low CCU scores. CONCLUSIONS A specific pornography craving experience instrument scale, based on the Elaborated Intrusion theory of desire seems to capture key constructs of the theory and correlate with measures of compulsive cyberporn use.
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Affiliation(s)
- Farah Ben Brahim
- University of Tours, QualiPsy, Tours, France; Lausanne University, Lausanne, Switzerland.
| | - Germano Vera Cruz
- Department of Psychology, UR 7273 CRP-CPO, University of Picardie Jules Verne, Amiens, France.
| | | | - Jon May
- School of Psychology (Faculty of Health), University of Plymouth, Plymouth, UK.
| | - Yasser Khazaal
- Addiction Medicine, Lausanne University Hospital, Switzerland; Lausanne University, Lausanne, Switzerland; Department of Psychiatry and Addictology, Montreal University, Canada.
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Liberacka-Dwojak M, Khazaal Y, Wiłkość-Dębczyńska M, Kukuła D, Chechłowska A, Kozłowska A, Przywitowska N, Jeannot E. Validation of the Polish Problematic Tinder Use Scale and Its Relationship with Safe Sex Behaviors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3997. [PMID: 36901007 PMCID: PMC10001579 DOI: 10.3390/ijerph20053997] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 02/20/2023] [Accepted: 02/20/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION Online dating is a common phenomenon. The manageability and access of the application allows people to quickly reach many potential partners, which can increase risky sexual behaviors. The Problematic Tinder Use Scale (PTUS) was developed and validated in a Polish population by analyzing the reliability, validity, and factor structure of the responses given by Polish-speaking participants. METHODS Two samples of adult Tinder users were recruited online. The first study aimed to perform the reliability coefficient Cronbach's, interrater analysis, exploratory, and confirmatory factor analysis. The second sample was recruited to investigate the factor structure by combining it with the Safe Sex Behavior Questionnaire (SSBQ). The sociodemographic data, such as hours of use and number of dates, were also investigated. RESULTS The Polish participants' responses to the PTUS (sample 1: N = 271, sample 2: N = 162) revealed the one-factor structure of the tool. The reliability of the measurement was α = 0.80. The construct validity was confirmed. The results showed a significant, negative, and weak correlation between the PTUS and SSBQ scores and their subscales: risky sexual behaviors (r = -0.18), condom use (r = -0.22), and avoidance of body fluids (r = -0.17). Moreover, the number of partners met in the real world had a statistically significant, moderate relationship with the PTUS scores. CONCLUSIONS The PTUS measurement is valid and reliable for the Polish population. The findings highlight the need for harm prevention strategies related to potentially addictive Tinder use, as well as the possible risky sexual behaviors associated with dating app use.
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Affiliation(s)
| | - Yasser Khazaal
- Addiction Medicine, Lausanne University Hospital and Lausanne University, 1015 Lausanne, Switzerland
| | | | - Daria Kukuła
- Department of Psychology, Kazimierz Wielki University, 85-064 Bydgoszcz, Poland
| | - Anna Chechłowska
- Department of Psychology, Kazimierz Wielki University, 85-064 Bydgoszcz, Poland
| | | | - Nikola Przywitowska
- Department of Psychology, Kazimierz Wielki University, 85-064 Bydgoszcz, Poland
| | - Emilien Jeannot
- Addiction Medicine, Lausanne University Hospital and Lausanne University, 1015 Lausanne, Switzerland
- Institute of Global Health, Faculty of Medicine, Chemin de Mines 9, 1202 Geneva, Switzerland
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Büsche K, Stark R, Brand M, Antons S. Self-regulatory Processes in Problematic Pornography Use. CURRENT ADDICTION REPORTS 2022. [DOI: 10.1007/s40429-022-00447-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Abstract
Purpose of Review
A core symptom of problematic pornography use (PPU) is the repeated failure to control sexual impulses resulting in pornography use; however, the field of self-regulation research has rarely been applied to PPU.
Recent Findings
Various goals can underly the use of online pornography. These goals can conflict with other self-regulatory goals a person holds, which leads to moments of self-control. The outcome of such self-control moments depends on multiple internal factors, including the strength of the desire to use pornography, whether a person perceives a conflict with their behaviour, and the motivation to resist their desire, as well as external, situational factors. Findings on the contribution of volition towards self-regulation in PPU are inconclusive.
Summary
More research is needed to further explore what influences moments of self-control, specifically in PPU. The proposed model of self-control moments can be used to derive research questions for further studies as well as to develop prevention and intervention approaches.
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Chen L, Jiang X, Wang Q, Bőthe B, Potenza MN, Wu H. The Association between the Quantity and Severity of Pornography Use: A Meta-analysis. JOURNAL OF SEX RESEARCH 2022; 59:704-719. [PMID: 34723731 DOI: 10.1080/00224499.2021.1988500] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Although the quantity of pornography use (QPU, i.e., frequency/time spent on pornography use) has been positively associated with the severity of pornography use (i.e., problematic pornography use, PPU), the magnitudes of relationships have varied across studies. This meta-analysis aimed to assess the overall relationships and identify potential moderating variables to explain the variation in these associations between QPU and PPU. We performed a literature search for all published and unpublished studies from 1995 to 2020 in major online scientific databases up until December 2020. Sixty-one studies were identified with 82 independent samples involving 74,880 participants. Results indicated that there was a positive, moderate relationship between QPU and PPU (r = 0.34, p < .001). The strength of relationship significantly varied across measures of PPU based on different theoretical frameworks, indicators of QPU, and sexual cultural contexts (conservative vs. permissive sexual values). Frequency was a more robust quantitative indicator of PPU than time spent on pornography use. In conservative countries, QPU showed more robust association with self-perceived PPU. Future studies are encouraged to select the measurement of PPU according to research aims and use multi-item measures with demonstrated content validity to assess pornography use. Cross-cultural (conservative/permissive) comparisons also warrant further research.
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Affiliation(s)
- Lijun Chen
- School of Humanities and Social Sciences, Fuzhou University
| | - Xiaoliu Jiang
- School of Humanities and Social Sciences, Fuzhou University
| | - Qiqi Wang
- School of Humanities and Social Sciences, Fuzhou University
| | - Beáta Bőthe
- Département de Psychologie, Université de Montréal
| | - Marc N Potenza
- Department of Psychiatry, Yale University School of Medicine
- Department of Neuroscience, Yale University School of Medicine
- Department of Child Study Center, Yale University School of Medicine
- Connecticut Mental Health Center
- Connecticut Council on Problem Gambling
| | - Huijuan Wu
- School of Humanities and Social Sciences, Fuzhou University
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Koós M, Fuss J, Klein V, Demetrovics Z, Bőthe B. Sexual Motivations Underlying Compulsive Sexual Behavior in Women and Men From Germany and Hungary. J Sex Med 2022; 19:170-181. [PMID: 34906543 DOI: 10.1016/j.jsxm.2021.11.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 10/26/2021] [Accepted: 11/08/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND There are ongoing debates about conflicting models on how to conceptualize compulsive sexual behavior. At the heart of these discussions is the question about the sexual motivations underlying compulsive sexual behavior, as different models assume different motivations. AIM The aim of the present study was to understand sexual motivations underlying compulsive sexual behavior and their relation to the most prominent conceptualizations of compulsive sexual behavior (eg, compulsive sexual behavior disorder [CSBD], sex addiction). METHODS We used self-reported data from 2 large samples of Hungarian and German populations (N = 9814). The Sexual Motivation Scale (SexMS), a 24-item self-report measure based on self-determination theory, was used to assess a diverse set of sexual motivations. Compulsive sexual behavior was assessed with the 19-item Compulsive Sexual Behavior Disorder Scale (CSBD-19), that is based on the ICD-11 diagnostic guidelines of CSBD. We used structural equation modeling to examine the hypothesized associations between sexual motivations and compulsive sexual behavior and examined potential gender differences in these associations. OUTCOMES Compulsive sexual behavior was assessed in relation to a set of sexual motivations. RESULTS Amotivation had the strongest positive association with compulsive sexual behavior, but integrated, introjected, and intrinsic motivations were also positively related to it. Importantly, these associations did not differ for women and men, and between the 2 samples. CLINICAL IMPLICATIONS Future research and treatment should also consider sexual motivations that are not listed among the ICD-11 guidelines for CSBD, including high levels of sexual interest, continuing the behavior despite having little satisfaction from it and coping with sex. STRENGTHS & LIMITATIONS Although we used large samples of general populations in 2 Western countries, this motivational background of compulsive sexual behavior awaits replication in a clinical sample of individuals experiencing CSBD. CONCLUSION The identified sexual motivations underlying compulsive sexual behavior are relevant for assessing and treating patients as motivations may be integrated into psychotherapeutic interventions. Koós M, Fuss J, Klein V, et al. Sexual Motivations Underlying Compulsive Sexual Behavior in Women and Men From Germany and Hungary. J Sex Med 2022;19:170-181.
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Affiliation(s)
- Mónika Koós
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary.
| | - Johannes Fuss
- Institute for Sex Research, Sexual Medicine and Forensic Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Institute of Forensic Psychiatry and Sex Research, University Duisburg-Essen, Essen, Germany
| | - Verena Klein
- Institute for Sex Research, Sexual Medicine and Forensic Psychiatry, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
| | - Beáta Bőthe
- Département de Psychologie, Université de Montréal, Montréal, Canada
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Doyle C, Douglas E, O'Reilly G. The outcomes of sexting for children and adolescents: A systematic review of the literature. J Adolesc 2021; 92:86-113. [PMID: 34454257 DOI: 10.1016/j.adolescence.2021.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 08/08/2021] [Accepted: 08/12/2021] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Given associated risks, sexting among children and adolescents has yielded significant interest in recent years. Several previous reviews have examined data on the prevalence, determinants, and correlates of sexting behaviour, however, in an ever-changing digital media context, a comprehensive overview of findings regarding its outcomes is warranted. This novel review aimed to systematically identify and conduct a narrative synthesis of empirical evidence regarding the outcomes of sexting involvement for children and adolescents. METHODS Four databases were searched for peer-reviewed literature on sexting, and 54 articles were identified for inclusion in the review. The quality of included studies was appraised using Dixon-Woods et al. (2006) five question prompts. RESULTS Four 'outcomes' categories were derived, namely, psychological (victimisation; sexual abuse/victimisation; mental health and quality of life; and emotional outcomes), behavioural (sexual activity, risk behaviours, and perpetration of abuse and harassment), relational (personal connections with others & reputational outcomes), and systems-level (distribution/public exposure of sexting content). CONCLUSIONS Findings indicate that the outcomes of sexting for children and adolescents (aged ≤19 years) are wide-ranging, some positive and desirable, others negative and unwanted. Furthermore, identified outcomes were located along a continuum spanning benefits for adolescents' well-being and relationships, stigma and associated difficulties, and serious harm or trauma. Limitations (e.g., methodological constraints of studies) and implications (e.g., informing harm prevention/intervention initiatives; further large-scale and replication studies) are discussed within.
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Affiliation(s)
- Caoimhe Doyle
- University College Dublin, Belfield, Dublin, 4, Ireland; Health Service Executive, Ireland.
| | - Ellen Douglas
- University College Dublin, Belfield, Dublin, 4, Ireland; Health Service Executive, Ireland.
| | - Gary O'Reilly
- University College Dublin, Belfield, Dublin, 4, Ireland.
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Johani JK, Hosseinzadeh M, Mahdavi N, Vahidi M, Hakimi S. Internet Dependency and Its Relation to Sexual Desire and Satisfaction in Married Clients Referred to Healthcare Centers in Tabriz, Iran. IRANIAN JOURNAL OF NURSING AND MIDWIFERY RESEARCH 2021; 26:175-182. [PMID: 34036067 PMCID: PMC8132860 DOI: 10.4103/ijnmr.ijnmr_115_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 09/01/2020] [Accepted: 01/11/2021] [Indexed: 11/09/2022]
Abstract
Background: Internet dependency has become one of the 21st century dilemmas affecting different aspects of married life such as sexual relationships. Considering the importance of family in the Iranian society, this study aimed to determine how internet dependency is related to sexual desires and satisfaction among married clients of healthcare centers. Materials and Methods: This cross-sectional study was conducted on 326 married clients referred to healthcare centers in Tabriz City, Iran, between February and August 2019. Proportionate stratified random sampling was used based on the health complexes and the healthcare centers covered by them. One of the healthcare centers covered by each complex was selected randomly. The data collection tools included a demographic characteristics checklist, the Internet Addiction Test (IAT), the Index of Sexual Satisfaction (ISS), and the Hurlbert Index of Sexual Desire (HISD). The collected data were analyzed using the Pearson correlation coefficient test and multiple linear regression model. Results: The mean (SD) was 37.33 (15.37) for of internet dependency, 59.20 (17.27) for sexual desire, and 104.45 (22.81) for sexual satisfaction. There was a negative correlation between internet dependency and sexual satisfaction (r = -0.47, p < 0.001). This correlation remained significant (B = -0.41, df = 9, p < 0.001,) even when occupation (B = 3.66, p = 0.01), satisfaction with married life (B = 15.34, p < 0.001), and sexual desire (B = 0.60, p < 0.001) were adjusted as potential confounding factors. Conclusions: Internet dependency can cause a reduction in sexual desire and sexual satisfaction. Designing educational interventions in healthcare centers is recommended to manage the use of internet and to inform clients about the effects that internet dependency may have.
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Affiliation(s)
- Jaizeh Karimi Johani
- M.Sc. Student of Nursing, Department of Community Health Nursing, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mina Hosseinzadeh
- Department of Community Health Nursing, Nursing and Midwifery Faculty, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Nader Mahdavi
- Department of Epidemiology, Student Research Committee, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Maryam Vahidi
- Department of Psychiatric Nursing, Nursing and Midwifery faculty, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Sevil Hakimi
- Research Center of Psychiatry and Behavioral Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
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Properties of the Problematic Pornography Consumption Scale (PPCS-18) in community and subclinical samples in China and Hungary. Addict Behav 2021; 112:106591. [PMID: 32768797 DOI: 10.1016/j.addbeh.2020.106591] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 07/23/2020] [Accepted: 07/28/2020] [Indexed: 11/21/2022]
Abstract
Several scales assessing problematic pornography use (PPU) are available. However, in most previous studies, primarily nonclinical and Western samples were used to validate these scales. Thus, further research is needed to validate scales to assess problematic pornography use across diverse samples, including subclinical populations. The aim of the present study was to examine and compare the psychometric properties of the PPCS-18 in Hungarian and Chinese community samples and in subclinical men. A sample of Chinese community men (N1 = 695), a sample of subclinical men who were screened for PPU using the Brief Pornography Screen (N2 = 4651), and a sample of Hungarian community men (N3 = 9395) were recruited to investigate the reliability and validity of the PPCS-18. Item-total score correlation, confirmatory factor analyses, reliability, and measurement invariance tests showed that the PPCS-18 yielded strong psychometric properties among Hungarian and Chinese community men and indicated potential utility in the subclinical men. The network analytic approach also corroborates that the six factors of the PPCS-18 can reflect the characteristic of the participants from different cultural contexts, and participants from community and subclinical populations. In sum, the PPCS-18 demonstrated high generalizability across cultures and community and subclinical men.
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Rochat L, Bianchi-Demicheli F, Aboujaoude E, Khazaal Y. The psychology of "swiping": A cluster analysis of the mobile dating app Tinder. J Behav Addict 2019; 8:804-813. [PMID: 31663372 PMCID: PMC7044584 DOI: 10.1556/2006.8.2019.58] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND AND AIMS The use of the smartphone dating application Tinder is increasingly popular and has received much media attention. However, no empirical study to date has investigated the psychological characteristics driving its adaptive or problematic use. The aim of this study is to determine whether reliable subtypes of users can be identified via a cluster analysis approach. METHODS A total of 1,159 Tinder users were recruited. Survey questions investigated user characteristics, including: motives for app use, sexual desire, attachment styles, impulsivity traits, self-esteem, problematic use, depressive mood, and patterns of use. RESULTS Four reliable clusters were identified: two with low levels of problematic use ("regulated" and "regulated with low sexual desire"), one with an intermediate level of problematic use ("unregulated-avoidants"), and one with a high level of problematic use ("unregulated-highly motivated"). The clusters differed on gender, marital status, depressive mood, and use patterns. CONCLUSION The findings provide insight into the dynamic relationships among key use-related factors and shed light on the mechanisms underlying the self-regulation difficulties that appear to characterize problematic Tinder use.
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Affiliation(s)
- Lucien Rochat
- Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Francesco Bianchi-Demicheli
- Faculty of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland,Faculty of Medicine, University of Geneva, Geneva, Switzerland,Department of Obstetrics and Gynecology, University Hospitals of Geneva, Geneva, Switzerland
| | - Elias Aboujaoude
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Yasser Khazaal
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland,Research Centre, University Institute of Mental Health at Montreal, Montreal, Canada,Faculty of Biology and Medicine, Lausanne University, Lausanne, Switzerland
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