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Lin CY, Tsai MC, Koós M, Nagy L, Kraus SW, Demetrovics Z, Potenza MN, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Briken P, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako RI, Fernandez DP, Fernandez EF, Fujiwara H, Fuss J, Gabrhelík R, Gewirtz-Meydan A, Gjoneska B, Gola M, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez M, Jurin T, Kalina O, Klein V, Költő A, Lee SK, Lewczuk K, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Milea I, Miller DJ, Orosová O, Orosz G, Ponce FP, Quintana GR, Garzola GCQ, Ramos-Diaz J, Rigaud K, Rousseau A, Scanavino MDT, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre-Leirós V, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Strizek J, Štulhofer A, Ünsal BC, Vaillancourt-Morel MP, Van Hout MC, Bőthe B. The short version of the Sexual Distress Scale (SDS-3): Measurement invariance across countries, gender identities, and sexual orientations. Int J Clin Health Psychol 2024; 24:100461. [PMID: 38706570 PMCID: PMC11067538 DOI: 10.1016/j.ijchp.2024.100461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 04/04/2024] [Indexed: 05/07/2024] Open
Abstract
Background The three-item Sexual Distress Scale (SDS-3) has been frequently used to assess distress related to sexuality in public health surveys and research on sexual wellbeing. However, its psychometric properties and measurement invariance across cultural, gender and sexual subgroups have not yet been examined. This multinational study aimed to validate the SDS-3 and test its psychometric properties, including measurement invariance across language, country, gender identity, and sexual orientation groups. Methods We used global survey data from 82,243 individuals (Mean age=32.39 years; 40.3 % men, 57.0 % women, 2.8 % non-binary, and 0.6 % other genders) participating in the International Sexual Survey (ISS; https://internationalsexsurvey.org/) across 42 countries and 26 languages. Participants completed the SDS-3, as well as questions regarding sociodemographic characteristics, including gender identity and sexual orientation. Results Confirmatory factor analysis (CFA) supported a unidimensional factor structure for the SDS-3, and multi-group CFA (MGCFA) suggested that this factor structure was invariant across countries, languages, gender identities, and sexual orientations. Cronbach's α for the unidimensional score was 0.83 (range between 0.76 and 0.89), and McDonald's ω was 0.84 (range between 0.76 and 0.90). Participants who did not experience sexual problems had significantly lower SDS-3 total scores (M = 2.99; SD=2.54) compared to those who reported sexual problems (M = 5.60; SD=3.00), with a large effect size (Cohen's d = 1.01 [95 % CI=-1.03, -0.98]; p < 0.001). Conclusion The SDS-3 has a unidimensional factor structure and appears to be valid and reliable for measuring sexual distress among individuals from different countries, gender identities, and sexual orientations.
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Affiliation(s)
- Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Meng-Che Tsai
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Mónika Koós
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Léna Nagy
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Shane W. Kraus
- Department of Psychology, University of Nevada, Las Vegas, NV, USA
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, United Kingdom
- College of Education, Psychology and Social Work, Flinders University, Adelaide, Australia
| | - Marc N. Potenza
- Yale University School of Medicine, New Haven, CT, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
| | - Rafael Ballester-Arnal
- Departamento de Psicología Básica, Clínica y Psicobiología, University Jaume I, Castelló, Spain
| | - Dominik Batthyány
- Institute for Behavioural Addictions, Sigmund Freud University, Vienna, Austria
| | - Sophie Bergeron
- Département de Psychologie, Université de Montréal, Montréal, Canada
- Centre de recherche interdisciplinaire sur les problèmes conjugaux et les agressions sexuelles, Montréal, Canada
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
- Center for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Peer Briken
- Institute for Sex Research, Sexual Medicine & Forensic Psychiatry, University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Georgina Cárdenas-López
- Virtual Teaching and Cyberpsychology Laboratory, School of Psychology, National Autonomous University of Mexico, Mexico, Mexico
| | - Joana Carvalho
- William James Center for Research, Department of Education and Psychology, University of Aveiro, Aveiro, Portugal
| | - Jesús Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Valencia, Spain
| | - Lijun Chen
- Department of Psychology, College of Humanity and Social Science, Fuzhou University, Fuzhou, Fujian province, China
| | - Giacomo Ciocca
- Section of Sexual Psychopathology, Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome, Rome, Italy
| | - Ornella Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, Hertfordshire, United Kingdom
- Department of Psychology and Cognitive Science, University of Trento, Trento, Italy
| | - Rita I. Csako
- Department of Psychology and Neuroscience, Auckland University of Technology, Auckland, New Zealand
| | - David P. Fernandez
- Department of Psychology, Nottingham Trent University, Nottingham, United Kingdom
| | | | - Hironobu Fujiwara
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Decentralized Big Data Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
| | - Johannes Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - Roman Gabrhelík
- Department of Addictology, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Addictology, General University Hospital in Prague, Prague, Czech Republic
| | - Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Skopje, Republic of North Macedonia
| | - Mateusz Gola
- Institute of Psychology, Polish Academy of Sciences, Warsaw, Poland
- Institute for Neural Computations, University of California San Diego, CA, USA
| | - Joshua B. Grubbs
- Center on Alcohol, Substance use, and Addictions, University of New Mexico, Albuquerque, New Mexico, United States
| | | | - Md. Saiful Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka, Bangladesh
- Centre for Advanced Research Excellence in Public Health, Savar, Dhaka, Bangladesh
| | - Mustafa Ismail
- University of Baghdad, College of Medicine, Baghdad, Iraq
| | | | - Tanja Jurin
- Department of Psychology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | - Ondrej Kalina
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Kosice, Slovakia
| | - Verena Klein
- School of Psychology, University of Southampton, Southampton, United Kingdom
| | - András Költő
- Health Promotion Research Centre, University of Galway, Galway, Ireland
| | - Sang-Kyu Lee
- Department of Psychiatry, College of Medicine, Hallym University, Chuncheon, Republic of Korea
- Chuncheon Addiction Management Center, Republic of Korea
| | - Karol Lewczuk
- Institute of Psychology, Cardinal Stefan Wyszynski University, Warsaw, Poland
| | - Christine Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | | | - Kateřina Lukavská
- Department of Addictology, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Psychology, Faculty of Education, Charles University, Prague, Czech Republic
| | | | - Ion Milea
- International Institute for the Advanced Studies of Psychotherapy and Applied Mental Health, Babeș-Bolyai University, Cluj-Napoca, Romania
| | - Dan J. Miller
- College of Healthcare Sciences, James Cook University, Queensland, Australia
| | - Oľga Orosová
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik Universit y in Kosice, Kosice, Slovakia
| | | | | | - Fernando P. Ponce
- Facultad de Psicología, Universidad de Talca, Talca, Talca, Region del Maule, Chile
| | - Gonzalo R. Quintana
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | - Gabriel C. Quintero Garzola
- Florida State University, Panama, Republic of Panama
- Sistema Nacional de Investigación (SNI), SENACYT, Panama, Republic of Panama
| | - Jano Ramos-Diaz
- Facultad de Ciencias de la Salud, Universidad Privada del Norte, Lima, Perú
| | | | - Ann Rousseau
- Leuven School For Mass Communication, KU Leuven, Leuven, Belgium
| | - Marco De Tubino Scanavino
- Department of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
- Experimental Pathophisiology Post Graduation Program, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | | | - Pratap Sharan
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi, India
| | - Mami Shibata
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sheikh Shoib
- Department of Psychology, Sharda University, Greater Noida, Uttar Pradesh, India
| | - Vera Sigre-Leirós
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
- Institute of Legal Psychiatry, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Luke Sniewski
- Auckland University of Technology, Auckland, New Zealand
| | - Ognen Spasovski
- Faculty of Philosophy, University of Ss. Cyril and Methodius in Trnava, Trnava, Slovakia
| | - Vesta Steibliene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health sciences, Kaunas, Lithuania
| | - Dan J. Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | | | - Aleksandar Štulhofer
- Department of Sociology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | - Berk C. Ünsal
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Marie-Pier Vaillancourt-Morel
- Département de Psychologie, Université du Québec à Trois-Rivières, Trois-Rivières, Canada
- Centre de recherche interdisciplinaire sur les problèmes conjugaux et les agressions sexuelles, Montréal, Canada
| | - Marie Claire Van Hout
- Public Health Institute, Faculty of Health, Liverpool John Moores University, Liverpool, Merseyside, United Kingdom
| | - Beáta Bőthe
- Département de Psychologie, Université de Montréal, Montréal, Canada
- Centre de recherche interdisciplinaire sur les problèmes conjugaux et les agressions sexuelles, Montréal, Canada
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2
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Quintana GR, Ponce FP, Escudero-Pastén JI, Santibáñez-Palma JF, Nagy L, Koós M, Kraus SW, Demetrovics Z, Potenza MN, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Briken P, Burkauskas J, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako RI, Fernandez DP, Fernandez EF, Fujiwara H, Fuss J, Gabrhelík R, Gewirtz-Meydan A, Gjoneska B, Gola M, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez MC, Jurin T, Kalina O, Klein V, Költő A, Lee CT, Lee SK, Lewczuk K, Lin CY, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Miller DJ, Orosová O, Orosz G, Quintero Garzola GC, Ramos-Diaz J, Rigaud K, Rousseau A, Scanavino MDT, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre-Leirós V, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Ünsal BC, Vaillancourt-Morel MP, Van Hout MC, Bőthe B. Cross-cultural validation and measurement invariance of anxiety and depression symptoms: A study of the Brief Symptom Inventory (BSI) in 42 countries. J Affect Disord 2024; 350:991-1006. [PMID: 38244805 DOI: 10.1016/j.jad.2024.01.127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 01/09/2024] [Accepted: 01/12/2024] [Indexed: 01/22/2024]
Abstract
BACKGROUND Depression and anxiety are among the most prevalent mental health issues experienced worldwide. However, whereas cross-cultural studies utilize psychometrically valid and reliable scales, fewer can meaningfully compare these conditions across different groups. To address this gap, the current study aimed to psychometrically assess the Brief Symptomatology Index (BSI) in 42 countries. METHODS Using data from the International Sex Survey (N = 82,243; Mage = 32.39; SDage = 12.52; women: n = 46,874; 57 %), we examined the reliability of depression and anxiety symptom scores of the BSI-18, as well as evaluated evidence of construct, invariance, and criterion-related validity in predicting clinically relevant variables across countries, languages, genders, and sexual orientations. RESULTS Results corroborated an invariant, two-factor structure across all groups tested, exhibiting excellent reliability estimates for both subscales. The 'caseness' criterion effectively discriminated among those at low and high risk of depression and anxiety, yielding differential effects on the clinical criteria examined. LIMITATIONS The predictive validation was not made against a clinical diagnosis, and the full BSI-18 scale was not examined (excluding the somatization sub-dimension), limiting the validation scope of the BSI-18. Finally, the study was conducted online, mainly by advertisements through social media, ultimately skewing our sample towards women, younger, and highly educated populations. CONCLUSIONS The results support that the BSI-12 is a valid and reliable assessment tool for assessing depression and anxiety symptoms across countries, languages, genders, and sexual orientations. Further, its caseness criterion can discriminate well between participants at high and low risk of depression and anxiety.
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Affiliation(s)
- Gonzalo R Quintana
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile.
| | | | - Javier I Escudero-Pastén
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | - Juan F Santibáñez-Palma
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | - 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
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - 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
| | - Rafael Ballester-Arnal
- Departmento de Psicología Básica, Clínica y Psicobiología, University Jaume I of Castellón, Spain
| | - Dominik Batthyány
- Institute for Behavioural Addictions, Sigmund Freud University Vienna, Austria
| | - Sophie Bergeron
- Département de psychologie, Université de Montréal, Montréal, Canada
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Center for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Peer Briken
- Institute for Sex Research, Sexual Medicine, and Forensic Psychiatry, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Julius Burkauskas
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Palanga, Lithuania
| | - Georgina Cárdenas-López
- Virtual Teaching and Cyberpsychology Laboratory, School of Psychology, National Autonomous University of Mexico, Mexico
| | - Joana Carvalho
- William James Center for Research, Departamento de Educação e Psicologia, Universidade de Aveiro, Aveiro, Portugal
| | - Jesús Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Spain
| | - Lijun Chen
- Department of Psychology, College of Humanity and Social Science, Fuzhou University, China
| | - Giacomo Ciocca
- Section of Sexual Psychopathology, Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome, Rome, Italy
| | - Ornella Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, United Kingdom; Department of Psychology and Cognitive Science, University of Trento, Italy
| | - Rita I Csako
- Department of Psychology and Neuroscience, Auckland University of Technology, Auckland, New Zealand
| | | | | | - Hironobu Fujiwara
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan; Decentralized Big Data Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
| | - Johannes Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - Roman Gabrhelík
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; General University Hospital in Prague, Department of Addictology, Czech Republic
| | - Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare and Health Sciences, University of Haifa, Israel
| | | | - Mateusz Gola
- Institute of Psychology, Polish Academy of Sciences, Poland; Institute for Neural Computations, University of California San Diego, USA
| | - Joshua B Grubbs
- Center on Alcohol, Substance use, Addictions University of New Mexico, Albuquerque, USA; Department of Psychology, University of New Mexico, Albuquerque, USA
| | - Hashim T Hashim
- University of Baghdad, College of Medicine, Iraq; University of Warith Al-anbya, College of Medicine, Karbala, Iraq
| | - Md Saiful Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh; Centre for Advanced Research Excellence in Public Health, Savar, Dhaka 1342, Bangladesh
| | | | - Martha C Jiménez-Martínez
- Universidad Pedagógca y Tecnológica de Colombia, Colombia; Grupo de Investigación Biomédica y de Patología, Colombia
| | - Tanja Jurin
- Department of Psychology, Humanities and Social Sciences, University of Zagreb, Croatia
| | - Ondrej Kalina
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | - Verena Klein
- School of Psychology, University of Southampton, United Kingdom
| | - András Költő
- Health Promotion Research Centre, University of Galway, Ireland
| | - Chih-Ting Lee
- Department of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Sang-Kyu Lee
- Department of Psychiatry, Hallym University Chuncheon Sacred Heart Hospital, South Korea; Chuncheon Addiction Management Center, South Korea
| | - Karol Lewczuk
- Institute of Psychology, Cardinal Stefan Wyszynski University, Warsaw, Poland
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Christine Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Stellenbosch University, South Africa
| | | | - Kateřina Lukavská
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; Charles University, Faculty of Education, Department of Psychology, Prague, Czech Republic
| | | | - Dan J Miller
- College of Healthcare Sciences, James Cook University, Australia
| | - Oľga Orosová
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | | | | | - Jano Ramos-Diaz
- Facultad de Ciencias de la Salud, Universidad Privada del Norte, Lima, Peru
| | | | - Ann Rousseau
- Leuven School For Mass Communication, KU Leuven, Leuven, Belgium
| | - Marco De Tubino Scanavino
- Department of Psychiatry, Schulich School of Medicine & Dentistry, Western University, St. Joseph's Health Care London and London Health Sciences Centre, London, Canada; Lawson Health Research Institute, London, Canada
| | | | - Pratap Sharan
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Mami Shibata
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sheikh Shoib
- Department of Psychology, Shardha University, India; Department of Health Services, Srinagar 190001, India
| | - Vera Sigre-Leirós
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | | | - Ognen Spasovski
- Faculty of Philosophy, Ss. Cyril and Methodius University in Skopje, North Macedonia; Faculty of Philosophy, University of Ss. Cyril and Methodius in Trnava, Slovakia
| | - Vesta Steibliene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health sciences, Palanga, Lithuania
| | - Dan J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry, Neuroscience Institute, University of Cape Town, South Africa
| | - Berk C Ünsal
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | | | - Marie Claire Van Hout
- Public Health Institute, Faculty of Health, Liverpool John Moores University, United Kingdom
| | - Beáta Bőthe
- Département de Psychologie, Université de Montréal, Montréal, Canada; Centre de recherche interdisciplinaire sur les problèmes conjugaux et les agressions sexuelles (CRIPCAS)
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3
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Gewirtz-Meydan A, Koós M, Nagy L, Kraus SW, Demetrovics Z, Potenza MN, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Burkauskas J, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako R, Fernandez DP, Fujiwara H, Fernandez EF, Fuss J, Gabrhelík R, Gjoneska B, Gola M, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez MC, Jurin T, Kalina O, Klein V, Költő A, Lee SK, Lewczuk K, Lin CY, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Miller DJ, Orosová O, Orosz G, Ponce FP, Quintana GR, Quintero Garzola GC, Ramos-Diaz J, Rigaud K, Rousseau A, De Tubino Scanavino M, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre-Leirós V, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Strong C, Ünsal BC, Vaillancourt-Morel MP, Van Hout MC, Bőthe B. Global cross-cultural validation of a brief measure for identifying potential suicide risk in 42 countries. Public Health 2024; 229:13-23. [PMID: 38382177 DOI: 10.1016/j.puhe.2023.12.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 12/11/2023] [Accepted: 12/29/2023] [Indexed: 02/23/2024]
Abstract
OBJECTIVES This study aimed to examine the psychometric properties of the P4 suicide screener in a multinational sample. The primary goal was to evaluate the reliability and validity of the scale and investigate its convergent validity by analyzing its correlation with depression, anxiety, and substance use. STUDY DESIGN The study design is a cross-sectional self-report study conducted across 42 countries. METHODS A cross-sectional, self-report study was conducted in 42 countries, with a total of 82,243 participants included in the final data set. RESULTS The study provides an overview of suicide ideation rates across 42 countries and confirms the structural validity of the P4 screener. The findings indicated that sexual and gender minority individuals exhibited higher rates of suicidal ideation. The P4 screener showed adequate reliability, convergence, and discriminant validity, and a cutoff score of 1 is recommended to identify individuals at risk of suicidal behavior. CONCLUSIONS The study supports the reliability and validity of the P4 suicide screener across 42 diverse countries, highlighting the importance of using a cross-cultural suicide risk assessment to standardize the identification of high-risk individuals and tailoring culturally sensitive suicide prevention strategies.
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Affiliation(s)
- A Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare and Health Sciences, University of Haifa, Israel. Agewirtz-@univ.haifa.ac.il
| | - M Koós
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Forensic Psychiatry and Sex Research, University of Duisburg-Essen, Essen, Germany
| | - L Nagy
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - S W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Z Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
| | - M N Potenza
- Yale University School of Medicine, New Haven, CT, USA; Connecticut Council on Problem Gambling, Wethersfield, CT, USA
| | - R Ballester-Arnal
- Departmento de Psicología Básica, Clínica y Psicobiología, University Jaume I of Castellón, Spain
| | - D Batthyány
- Institute for Behavioural Addictions, Sigmund Freud University Vienna, Austria
| | - S Bergeron
- Département de Psychologie, Université de Montréal, Montréal, Canada
| | - J Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Center for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - J Burkauskas
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | - G Cárdenas-López
- Virtual Teaching and Cyberpsychology Laboratory, School of Psychology, National Autonomous University of Mexico, Mexico
| | - J Carvalho
- William James Center for Research, Departamento de Educação e Psicologia, Universidade de Aveiro, Aveiro, Portugal
| | - J Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Spain
| | - L Chen
- Department of Psychology, College of Humanity and Social Science, Fuzhou University, China
| | - G Ciocca
- Section of Sexual Psychopathology, Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome, Rome, Italy
| | - O Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, UK; Department of Psychology and Cognitive Science, University of Trento, Italy
| | - R Csako
- Department of Psychology and Neuroscience, Auckland University of Technology, Auckland, New Zealand
| | | | - H Fujiwara
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan; Decentralized Big Data Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
| | | | - J Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - R Gabrhelík
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; General University Hospital in Prague, Department of Addictology, Czech Republic
| | - B Gjoneska
- Macedonian Academy of Sciences and Arts, Macedonia
| | - M Gola
- Institute of Psychlogy, Polish Academy of Sciences, Poland; Institute for Neural Computations, University of California San Diego, USA
| | - J B Grubbs
- University of New Mexico, Albuquerque, USA; Center for Alcohol, Substance Use, And Addiction (CASAA), University of New Mexico, Albuquerque, USA
| | - H T Hashim
- University of Baghdad, College of Medicine, Iraq
| | - M S Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh; Centre for Advanced Research Excellence in Public Health, Savar, Dhaka 1342, Bangladesh
| | - M Ismail
- University of Baghdad, College of Medicine, Iraq
| | - M C Jiménez-Martínez
- Universidad Pedagógca y Tecnológica de Colombia, Colombia; Grupo de Investigación Biomédica y de Patología, Colombia
| | - T Jurin
- Department of Psychology, Humanities and Social Sciences, University of Zagreb, Croatia
| | - O Kalina
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | - V Klein
- School of Psychology, University of Southampton, UK
| | - A Költő
- Health Promotion Research Centre, University of Galway, Ireland, UK
| | - S-K Lee
- Department of Psychiatry, Hallym University Chuncheon Sacred Heart Hospital, South Korea; Chuncheon Addiction Management Center, South Korea
| | - K Lewczuk
- Institute of Psychology, Cardinal Stefan Wyszynski University, Warsaw, Poland
| | - C-Y Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - C Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Stellenbosch University, South Africa
| | | | - K Lukavská
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; Charles University, Faculty of Education, Department of Psychology, Prague, Czech Republic
| | - P Mayta-Tristán
- Facultad de Medicina, Universidad Científica del Sur, Lima, Peru
| | - D J Miller
- College of Healthcare Sciences, James Cook University, Australia
| | - O Orosová
- Pavol Jozef Safarik University in Kosice, Department of Educational Psychology and Psychology of Health, Slovakia
| | | | - F P Ponce
- Facultad de Psicología, Universidad de Talca, Chile
| | - G R Quintana
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | - G C Quintero Garzola
- Florida State University, Panama; Sistema Nacional de Investigación (SNI), SENACYT, Panama
| | - J Ramos-Diaz
- Facultad de Ciencias de la Salud, Universidad Privada del Norte, Lima, Perú
| | | | - A Rousseau
- Leuven School for Mass Communication, KU Leuven, Leuven, Belgium
| | - M De Tubino Scanavino
- Department of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, Brazil; Experimental Pathophisiology Post Graduation Program, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | | | - P Sharan
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - M Shibata
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - S Shoib
- Department of Psychology, Shardha University, India; Department of Health Kashmir, India
| | - V Sigre-Leirós
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Institute of Legal Psychiatry, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - L Sniewski
- Auckland University of Technology, New Zealand
| | - O Spasovski
- Faculty of Philosophy, Ss. Cyril and Methodius University in Skopje, Macedonia; Faculty of Philosophy, University of Ss. Cyril and Methodius in Trnava, Slovakia
| | - V Steibliene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | - D J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, South Africa
| | - C Strong
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - B C Ünsal
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - M-P Vaillancourt-Morel
- Département de Psychologie, Université du Québec à Trois-Rivières, Trois-Rivières, Canada
| | - M C Van Hout
- Public Health Institute, Faculty of Health, Liverpool John Moores University, UK
| | - B Bőthe
- Département de Psychologie, Université de Montréal, Montréal, Canada; Département de Psychologie, Université du Québec à Trois-Rivières, Trois-Rivières, Canada
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4
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Lewczuk K, Marcowski P, Wizła M, Gola M, Nagy L, Koós M, Kraus SW, Demetrovics Z, Potenza MN, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Briken P, Burkauskas J, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako RI, Fernandez DP, Fujiwara H, Fernandez EF, Fuss J, Gabrhelík R, Gewirtz-Meydan A, Gjoneska B, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez MC, Jurin T, Kalina O, Klein V, Költő A, Lee SK, Lin CY, Lin YC, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Miller DJ, Orosová O, Orosz G, Ponce FP, Quintana GR, Quintero Garzola GC, Ramos-Diaz J, Rigaud K, Rousseau A, Tubino Scanavino MD, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre-Leirós V, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Ünsal BC, Vaillancourt-Morel MP, Claire Van Hout M, Bőthe B. Cross-Cultural Adult ADHD Assessment in 42 Countries Using the Adult ADHD Self-Report Scale Screener. J Atten Disord 2024; 28:512-530. [PMID: 38180045 DOI: 10.1177/10870547231215518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
OBJECTIVE We analyzed adult ADHD symptoms in a cross-cultural context, including investigating the occurrence and potential correlates of adult ADHD and psychometric examination of the Adult ADHD Self-Report Scale (ASRS) Screener. METHOD Our analysis is based on a large-scale research project involving 42 countries (International Sex Survey, N=72,627, 57% women, Mage=32.84; SDage=12.57). RESULTS The ASRS Screener demonstrated good reliability and validity, along with partial invariance across different languages, countries, and genders. The occurrence of being at risk for adult ADHD was relatively high (21.4% for women, 18.1% for men). The highest scores were obtained in the US, Canada, and other English-speaking Western countries, with significantly lower scores among East Asian and non-English-speaking European countries. Moreover, ADHD symptom severity and occurrence were especially high among gender-diverse individuals. Significant associations between adult ADHD symptoms and age, mental and sexual health, and socioeconomic status were observed. CONCLUSIONS Present results show significant cross-cultural variability in adult ADHD occurrence as well as highlight important factors related to adult ADHD. Moreover, the importance of further research on adult ADHD in previously understudied populations (non-Western countries) and minority groups (gender-diverse individuals) is stressed. Lastly, the present analysis is consistent with previous evidence showing low specificity of adult ADHD screening instruments and contributes to the current discussion on accurate adult ADHD screening and diagnosis.
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Affiliation(s)
- Karol Lewczuk
- Cardinal Stefan Wyszynski University, Warsaw, Poland
| | | | | | - Mateusz Gola
- University of California, San Diego, USA
- Institute of Psychology, Polish Academy of Sciences, Poland
| | - Léna Nagy
- ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mónika Koós
- ELTE Eötvös Loránd University, Budapest, Hungary
| | | | - Zsolt Demetrovics
- ELTE Eötvös Loránd University, Budapest, Hungary
- University of 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
| | | | | | - Sophie Bergeron
- Université de Montréal, Canada
- Centre de Recherche Interdisciplinaire sur les Problèmes Conjugaux et les Agressions Sexuelles (CRIPCAS), Canada
| | - Joël Billieux
- University of Lausanne, Switzerland
- Lausanne University Hospitals, Switzerland
| | - Peer Briken
- University Medical Centre Hamburg-Eppendorf, Germany
| | - Julius Burkauskas
- Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | | | | | | | | | | | | | | | | | - Hironobu Fujiwara
- Kyoto University, Kyoto, Japan
- RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
- The General Research Division, Osaka University Research Center on Ethical, Legal and Social Issues, Osaka, Japan
| | | | | | - Roman Gabrhelík
- Charles University, Prague, Czech Republic
- General University Hospital in Prague, Czech Republic
| | | | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Republic of North Macedonia
| | | | | | - Md Saiful Islam
- Jahangirnagar University, Savar, Dhaka, Bangladesh
- Centre for Advanced Research Excellence in Public Health, Savar, Dhaka, Bangladesh
| | | | - Martha C Jiménez-Martínez
- Universidad Pedagógica y Tecnológica de Colombia, Colombia
- Grupo de Investigación Biomédica y de Patología, Colombia
| | | | | | | | | | - Sang-Kyu Lee
- Hallym University Chuncheon Sacred Heart Hospital, South Korea
- Chuncheon Addiction Management Center, South Korea
| | - Chung-Ying Lin
- National Cheng Kung University, Tainan
- University of Religions and Denominations, Qom, Iran
| | | | | | | | | | | | | | - Oľga Orosová
- Pavol Jozef Safarik University in Kosice, Slovakia
| | | | | | | | | | | | | | | | - Marco De Tubino Scanavino
- Western University, St. Joseph's Health Care London and London Health Sciences Centre, London, Canada
- Lawson Health Research Institute, London, Canada
- Universidade de São Paulo, Brazil
| | | | - Pratap Sharan
- All India Institute of Medical Sciences, New Delhi, India
| | | | - Sheikh Shoib
- Department of Health Services, Srinagar, India
- Sharda University, Greater Noida, India
- Psychosis Research Centre, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | | | | | | | - Vesta Steibliene
- Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | - Dan J Stein
- University of Cape Town, Rondebosch, South Africa
- South African Medical Research Council, South Africa
| | - Berk C Ünsal
- ELTE Eötvös Loránd University, Budapest, Hungary
| | - Marie-Pier Vaillancourt-Morel
- Centre de Recherche Interdisciplinaire sur les Problèmes Conjugaux et les Agressions Sexuelles (CRIPCAS), Canada
- Université du Québec à Trois-Rivières, Canada
| | | | - Beáta Bőthe
- Université de Montréal, Canada
- Centre de Recherche Interdisciplinaire sur les Problèmes Conjugaux et les Agressions Sexuelles (CRIPCAS), Canada
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5
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Horváth Z, Nagy L, Koós M, Kraus SW, Demetrovics Z, Potenza MN, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Briken P, Burkauskas J, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako R, Fernandez DP, Fujiwara H, Fernandez EF, Fuss J, Gabrhelík R, Gewirtz-Meydan A, Gjoneska B, Gola M, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez MC, Jurin T, Kalina O, Klein V, Költő A, Lee SK, Lewczuk K, Lin CY, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Miller DJ, Orosová O, Orosz G, Ponce FP, Quintana GR, Quintero Garzola GC, Ramos-Diaz J, Rigaud K, Rousseau A, Scanavino MDT, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre-Leirós V, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Strizek J, Tsai MC, Ünsal BC, Vaillancourt-Morel MP, Van Hout MC, Bőthe B. Psychometric properties of the Alcohol Use Disorders Identification Test (AUDIT) across cross-cultural subgroups, genders, and sexual orientations: Findings from the International Sex Survey (ISS). Compr Psychiatry 2023; 127:152427. [PMID: 37782987 DOI: 10.1016/j.comppsych.2023.152427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/18/2023] [Accepted: 09/22/2023] [Indexed: 10/04/2023] Open
Abstract
INTRODUCTION Despite being a widely used screening questionnaire, there is no consensus on the most appropriate measurement model for the Alcohol Use Disorders Identification Test (AUDIT). Furthermore, there have been limited studies on its measurement invariance across cross-cultural subgroups, genders, and sexual orientations. AIMS The present study aimed to examine the fit of different measurement models for the AUDIT and its measurement invariance across a wide range of subgroups by country, language, gender, and sexual orientation. METHODS Responses concerning past-year alcohol use from the participants of the cross-sectional International Sex Survey were considered (N = 62,943; Mage: 32.73; SD = 12.59). Confirmatory factor analysis, as well as measurement invariance tests were performed for 21 countries, 14 languages, three genders, and four sexual-orientation subgroups that met the minimum sample size requirement for inclusion in these analyses. RESULTS A two-factor model with factors describing 'alcohol use' (items 1-3) and 'alcohol problems' (items 4-10) showed the best model fit across countries, languages, genders, and sexual orientations. For the former two, scalar and latent mean levels of invariance were reached considering different criteria. For gender and sexual orientation, a latent mean level of invariance was reached. CONCLUSIONS In line with the two-factor model, the calculation of separate alcohol-use and alcohol-problem scores is recommended when using the AUDIT. The high levels of measurement invariance achieved for the AUDIT support its use in cross-cultural research, capable also of meaningful comparisons among genders and sexual orientations.
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Affiliation(s)
- Zsolt Horváth
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar.
| | - Léna Nagy
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mónika Koós
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - 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
| | - Rafael Ballester-Arnal
- Departmento de Psicología Básica, Clínica y Psicobiología, University Jaume I of Castellón, Spain
| | - Dominik Batthyány
- Institute for Behavioural Addictions, Sigmund Freud University Vienna, Austria
| | - Sophie Bergeron
- Département de psychologie, Université de Montréal, Montréal, Canada
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Center for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Peer Briken
- Institute for Sex Research, Sexual Medicine, and Forensic Psychiatry; University Medical Centre Hamburg-Eppendorf; Hamburg, Germany
| | - Julius Burkauskas
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Palanga, Lithuania
| | - Georgina Cárdenas-López
- Virtual Teaching and Cyberpsychology Laboratory, School of Psychology, National Autonomous University of Mexico, Mexico
| | - Joana Carvalho
- William James Center for Research, Departamento de Educação e Psicologia, Universidade de Aveiro, Aveiro, Portugal
| | - Jesús Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Spain
| | - Lijun Chen
- Department of Psychology, College of Humanity and Social Science, Fuzhou University, China
| | - Giacomo Ciocca
- Section of Sexual Psychopathology, Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome, Rome, Italy
| | - Ornella Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, United Kingdom; Department of Psychocology and Cognitive Science, University of Trento, Italy
| | - Rita Csako
- Department of Psychology and Neuroscience, Auckland University of Technology, Auckland, New Zealand
| | | | - Hironobu Fujiwara
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan; Decentralized Big Data Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan; The General Research Division, Osaka University Research Center on Ethical, Legal and Social Issues, Osaka, Japan
| | | | - Johannes Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - Roman Gabrhelík
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; General University Hospital in Prague, Department of Addictology, Czech Republic
| | - Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare and Health Sciences, University of Haifa, Israel
| | | | - Mateusz Gola
- Institute of Psychology, Polish Academy of Sciences, Poland; Institute for Neural Computations, University of California San Diego, USA
| | - Joshua B Grubbs
- University of New Mexico, Albuquerque, United States; Center for Alcohol, Substance use, And Addiction (CASAA), University of New Mexico, Albuquerque, United States
| | | | - Md Saiful Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh; Centre for Advanced Research Excellence in Public Health, Savar, Dhaka 1342, Bangladesh
| | | | - Martha C Jiménez-Martínez
- Universidad Pedagógca y Tecnológica de Colombia, Colombia; Grupo de Investigación Biomédica y de Patología, Colombia
| | - Tanja Jurin
- Department of Psychology, Humanities and Social Sciences, University of Zagreb, Croatia
| | - Ondrej Kalina
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | - Verena Klein
- School of Psychology, University of Southampton, United Kingdom
| | - András Költő
- Health Promotion Research Centre, University of Galway, Ireland
| | - Sang-Kyu Lee
- Department of Psychiatry, Hallym University Chuncheon Sacred Heart Hospital, South Korea; Chuncheon Addiction Management Center, South Korea
| | - Karol Lewczuk
- Institute of Psychology, Cardinal Stefan Wyszynski University, Warsaw, Poland
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Christine Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Stellenbosch University, South Africa
| | | | - Kateřina Lukavská
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; Charles University, Faculty of Education, Department of Psychology, Prague, Czech Republic
| | | | - Dan J Miller
- College of Healthcare Sciences, James Cook University, Australia
| | - Oľga Orosová
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | | | | | - Gonzalo R Quintana
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | | | - Jano Ramos-Diaz
- Facultad de Ciencias de la Salud, Universidad Privada del Norte, Lima, Peru
| | | | - Ann Rousseau
- Leuven School For Mass Communication, KU Leuven, Leuven, Belgium
| | - Marco De Tubino Scanavino
- Department of Psychiatry, Schulich School of Medicine & Dentistry, Western University, St. Joseph's Health Care London and London Health Sciences Centre, London, Canada; Lawson Health Research Institute, London, Canada; Departmento e Instituto de Psiquiatria, Hospital das Clinicas; and Experimental Pathophysiology Post Graduation Program, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | | | - Pratap Sharan
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi -110029, India
| | - Mami Shibata
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sheikh Shoib
- Department of Health Services, Srinagar, 190001, India; Sharda University, Greater Noida, India; Psychosis Research Centre, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Vera Sigre-Leirós
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | | | - Ognen Spasovski
- Faculty of Philosophy, Ss. Cyril and Methodius University in Skopje, North Macedonia; Faculty of Philosophy, University of Ss. Cyril and Methodius in Trnava, Slovakia
| | - Vesta Steibliene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Palanga, Lithuania
| | - Dan J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town
| | | | - Meng-Che Tsai
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Berk C Ünsal
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | | | - Marie Claire Van Hout
- Public Health Institute, Faculty of Health, Liverpool John Moores University, United Kingdom
| | - Beáta Bőthe
- Département de psychologie, Université de Montréal, Montréal, Canada
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6
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Lee CT, Lin CY, Koós M, Nagy L, Kraus SW, Demetrovics Z, Potenza MN, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Burkauskas J, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako RI, Fernandez DP, Fernandez EF, Fujiwara H, Fuss J, Gabrhelík R, Gewirtz-Meydan A, Gjoneska B, Gola M, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez M, Jurin T, Kalina O, Klein V, Költő A, Lee SK, Lewczuk K, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Milea I, Miller DJ, Orosová O, Orosz G, Ponce FP, Quintana GR, Garzola GCQ, Ramos-Diaz J, Rigaud K, Rousseau A, Scanavino MDT, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre-Leirós V, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Strizek J, Ünsal BC, Vaillancourt-Morel MP, Van Hout MC, Bőthe B. The eleven-item Alcohol, Smoking and Substance Involvement Screening Test (ASSIST-11): Cross-cultural psychometric evaluation across 42 countries. J Psychiatr Res 2023; 165:16-27. [PMID: 37453212 DOI: 10.1016/j.jpsychires.2023.06.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 06/22/2023] [Accepted: 06/25/2023] [Indexed: 07/18/2023]
Abstract
The Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) is an instrument to screen substance-use-related health risks. However, little is known whether the ASSIST could be further shortened while remaining psychometrically sound across different countries, languages, gender identities, and sexual-orientation-based groups. The study aimed to validate a shortened 11-item ASSIST (ASSIST-11). Using the International Sex Survey data, 82,243 participants (M age = 32.39 years) across 42 countries and 26 languages completed questions from the ASSIST-11 regarding gender identity, sexual orientation, and other information. Confirmatory factor analysis (CFA) and multigroup CFA (MGCFA) evaluated the ASSIST-11's structure and tested measurement invariance across groups. Cronbach's α and McDonald's ω were used to examine the internal consistency. Cohen's d and independent t-tests were used to examine known-group validity. The ASSIST-11 was unidimensional across countries, languages, age groups, gender identities (i.e., men, women, and gender-diverse individuals), and sexual orientations (i.e., heterosexual and sexual minority individuals). Cronbach's α was 0.63 and McDonald's ω was 0.68 for the ASSIST-11. Known-group validity was supported by Cohen's d (range between 0.23 and 0.40) with significant differences (p-values<0.001). The ASSIST-11 is a modified instrument with a unidimensional factor structure across different languages, age groups, countries, gender identities, and sexual orientations. The low internal consistency of the ASSIST-11 might be acceptable as it assesses a broad concept (i.e., use of several different substances). Healthcare providers and researchers may use the ASSIST-11 to quickly assess substance-use information from general populations and evaluate the need to follow up with more detailed questions about substance use.
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Affiliation(s)
- Chih-Ting Lee
- Department of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
| | - Mónika Koós
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Léna Nagy
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - 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
| | - Rafael Ballester-Arnal
- Departmento de Psicología Básica, Clínica y Psicobiología, University Jaume I of Castellón, Spain
| | - Dominik Batthyány
- Institute for Behavioural Addictions, Sigmund Freud University Vienna, Austria
| | - Sophie Bergeron
- Département de Psychologie, Université de Montréal, Montréal, Canada
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Center for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Julius Burkauskas
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | - Georgina Cárdenas-López
- Virtual Teaching and Cyberpsychology Laboratory, School of Psychology, National Autonomous University of Mexico, Mexico
| | - Joana Carvalho
- William James Center for Research, Departamento de Educação e Psicologia, Universidade de Aveiro, Aveiro, Portugal; CPUP: Center for Psychology at Porto University
| | - Jesús Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Spain
| | - Lijun Chen
- Department of Psychology, College of Humanity and Social Science, Fuzhou University, China
| | - Giacomo Ciocca
- Section of Sexual Psychopathology, Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome, Rome, Italy
| | - Ornella Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, United Kingdom; Department of Psychology and Cognitive Science, University of Trento, Italy
| | - Rita I Csako
- Department of Psychology and Neuroscience, Auckland University of Technology, Auckland, New Zealand
| | | | | | - Hironobu Fujiwara
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan; Decentralized Big Data Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
| | - Johannes Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - Roman Gabrhelík
- Charles University, Department of Addictology, Prague, Czech Republic; General University Hospital in Prague, Department of Addictology, Czech Republic
| | | | | | - Mateusz Gola
- Institute of Psychology, Polish Academy of Sciences, Poland; Institute for Neural Computations, University of California San Diego, USA
| | | | | | - Md Saiful Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh; Centre for Advanced Research Excellence in Public Health, Savar, Dhaka, 1342, Bangladesh
| | | | - Martha Jiménez-Martínez
- Universidad Pedagógca y Tecnológica de Colombia, Colombia; Grupo de Investigación Biomédica y de Patología, Colombia
| | - Tanja Jurin
- Department of Psychology, Humanities and Social Sciences, University of Zagreb, Croatia
| | - Ondrej Kalina
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | - Verena Klein
- School of Psychology, University of Southampton, United Kingdom
| | - András Költő
- Health Promotion Research Centre, University of Galway, Ireland
| | - Sang-Kyu Lee
- Department of Psychiatry, Hallym University Chuncheon Sacred Heart Hospital, South Korea; Chuncheon Addiction Management Center, South Korea
| | - Karol Lewczuk
- Institute of Psychology, Cardinal Stefan Wyszynski University, Warsaw, Poland
| | - Christine Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Stellenbosch University, South Africa
| | | | - Kateřina Lukavská
- Charles University, Department of Addictology, Prague, Czech Republic; Charles University, Department of Psychology, Prague, Czech Republic
| | | | | | | | - Oľga Orosová
- Pavol Jozef Safarik University in Kosice, Department of Educational Psychology and Psychology of Health, Slovakia
| | | | | | - Gonzalo R Quintana
- Departamento de Psicología y Filosofía, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | | | | | | | - Ann Rousseau
- Leuven School for Mass Communication, KU Leuven, Leuven, Belgium
| | - Marco De Tubino Scanavino
- Department of Psychiatry, Universidade de São Paulo, Brazil; Experimental Pathophisiology Post Graduation Program, Universidade de São Paulo, Brazil
| | | | - Pratap Sharan
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Mami Shibata
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sheikh Shoib
- Department of Psychology, Shardha University, India
| | - Vera Sigre-Leirós
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Institute of Legal Psychiatry, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | | | | | - Vesta Steibliene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | - Dan J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town, South Africa
| | | | - Berk C Ünsal
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | | | | | - Beáta Bőthe
- Département de Psychologie, Université de Montréal, Montréal, Canada
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7
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Bőthe B, Koós M, Nagy L, Kraus SW, Demetrovics Z, Potenza MN, Michaud A, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Briken P, Burkauskas J, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako R, Fernandez DP, Fernandez EF, Fournier L, Fujiwara H, Fuss J, Gabrhelík R, Gewirtz-Meydan A, Gjoneska B, Gola M, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez MC, Jurin T, Kalina O, Klein V, Költő A, Lee CT, Lee SK, Lewczuk K, Lin CY, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Milea I, Miller DJ, Orosová O, Orosz G, Ponce FP, Quintana GR, Quintero Garzola GC, Ramos-Diaz J, Rigaud K, Rousseau A, De Tubino Scanavino M, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre Leirós VL, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Strizek J, Štulhofer A, Ünsal BC, Vaillancourt-Morel MP. Compulsive sexual behavior disorder in 42 countries: Insights from the International Sex Survey and introduction of standardized assessment tools. J Behav Addict 2023; 12:393-407. [PMID: 37352095 PMCID: PMC10316175 DOI: 10.1556/2006.2023.00028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 05/23/2023] [Accepted: 05/27/2023] [Indexed: 06/25/2023] Open
Abstract
Background and aims Despite its inclusion in the 11th revision of the International Classification of Diseases, there is a virtual paucity of high-quality scientific evidence about compulsive sexual behavior disorder (CSBD), especially in underrepresented and underserved populations. Therefore, we comprehensively examined CSBD across 42 countries, genders, and sexual orientations, and validated the original (CSBD-19) and short (CSBD-7) versions of the Compulsive Sexual Behavior Disorder Scale to provide standardized, state-of-the-art screening tools for research and clinical practice. Method Using data from the International Sex Survey (N = 82,243; Mage = 32.39 years, SD = 12.52), we evaluated the psychometric properties of the CSBD-19 and CSBD-7 and compared CSBD across 42 countries, three genders, eight sexual orientations, and individuals with low vs. high risk of experiencing CSBD. Results A total of 4.8% of the participants were at high risk of experiencing CSBD. Country- and gender-based differences were observed, while no sexual-orientation-based differences were present in CSBD levels. Only 14% of individuals with CSBD have ever sought treatment for this disorder, with an additional 33% not having sought treatment because of various reasons. Both versions of the scale demonstrated excellent validity and reliability. Discussion and conclusions This study contributes to a better understanding of CSBD in underrepresented and underserved populations and facilitates its identification in diverse populations by providing freely accessible ICD-11-based screening tools in 26 languages. The findings may also serve as a crucial building block to stimulate research into evidence-based, culturally sensitive prevention and intervention strategies for CSBD that are currently missing from the literature.
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Affiliation(s)
- Beáta Bőthe
- Département de Psychologie, Université du Québec à Trois-Rivières, Trois-Rivières, Canada
- Département de Psychologie, Université de Montréal, Montréal, Canada
| | - Mónika Koós
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Léna Nagy
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Shane W. Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - 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
| | - Aurélie Michaud
- Département de Psychologie, Université de Montréal, Montréal, Canada
| | - Rafael Ballester-Arnal
- Departmento de Psicología Básica, Clínica y Psicobiología, University Jaume I of Castellón, Spain
| | - Dominik Batthyány
- Institute for Behavioural Addictions, Sigmund Freud University Vienna, Austria
| | - Sophie Bergeron
- Département de Psychologie, Université de Montréal, Montréal, Canada
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
- Center for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Peer Briken
- Institute for Sex Research, Sexual Medicine, and Forensic Psychiatry, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Julius Burkauskas
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | - Georgina Cárdenas-López
- Virtual Teaching and Cyberpsychology Laboratory, School of Psychology, National Autonomous University of Mexico, Mexico
| | - Joana Carvalho
- William James Center for Research, Departamento de Educação e Psicologia, Universidade de Aveiro, Aveiro, Portugal
- CPUP: Center for Psychology at University of Porto, Portugal
| | - Jesús Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Spain
| | - Lijun Chen
- Department of Psychology, College of Humanity and Social Science, Fuzhou University, China
| | - Giacomo Ciocca
- Section of Sexual Psychopathology, Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome, Rome, Italy
| | - Ornella Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, United Kingdom
- Department of Psychology and Cognitive Science, University of Trento, Italy
| | - Rita Csako
- Department of Psychology and Neuroscience, Auckland University of Technology, Auckland, New Zealand
| | | | | | - Loïs Fournier
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | - Hironobu Fujiwara
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Decentralized Big Data Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
- The General Research Division, Osaka University Research Center on Ethical, Legal and Social Issues, Osaka, Japan
| | - Johannes Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - Roman Gabrhelík
- Department of Addictology, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Addictology, General University Hospital in Prague, Czech Republic
| | - Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare and Health Sciences, University of Haifa, Israel
| | - Biljana Gjoneska
- Macedonian Academy of Sciences and Arts, Republic of North Macedonia
| | - Mateusz Gola
- Institute of Psychology, Polish Academy of Sciences, Poland
- Institute for Neural Computations, University of California San Diego, USA
| | | | | | - Md. Saiful Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh
- Centre for Advanced Research Excellence in Public Health, Dhaka, 1342, Bangladesh
| | | | - Martha C. Jiménez-Martínez
- Universidad Pedagógca y Tecnológica de Colombia, Colombia
- Grupo de Investigación Biomédica y de Patología, Colombia
| | - Tanja Jurin
- Department of Psychology, Humanities and Social Sciences, University of Zagreb, Croatia
| | - Ondrej Kalina
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | - Verena Klein
- School of Psychology, University of Southampton, United Kingdom
| | - András Költő
- Health Promotion Research Centre, University of Galway, Ireland
| | - Chih-Ting Lee
- Department of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Sang-Kyu Lee
- Department of Psychiatry, Hallym University Chuncheon Sacred Heart Hospital, South Korea
- Chuncheon Addiction Management Center, South Korea
| | - Karol Lewczuk
- Institute of Psychology, Cardinal Stefan Wyszynski University, Warsaw, Poland
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | | | - Christine Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Stellenbosch University, South Africa
| | | | - Kateřina Lukavská
- Department of Addictology, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Faculty of Education, Department of Psychology, Charles University, Prague, Czech Republic
| | | | | | | | - Oľga Orosová
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | | | | | | | - Gonzalo R. Quintana
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | | | - Jano Ramos-Diaz
- Facultad de Ciencias de la Salud, Universidad Privada del Norte, Lima, Perú
| | | | - Ann Rousseau
- Leuven School for Mass Communication, KU Leuven, Leuven, Belgium
| | - Marco De Tubino Scanavino
- Department of Psychiatry, Faculdade de Medicina, Universidade de São Paulo, Brazil
- Experimental Pathophisiology Post Graduation Program, Faculdade de Medicina, Universidade de São Paulo, Brazil
- Excessive Sexual Drive and Prevention of Negative Outcomes Associated to Sexual Behavior Outpatient Unit (AISEP), Institute of Psychiatry, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | | | - Pratap Sharan
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Mami Shibata
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sheikh Shoib
- Department of Psychology, Shardha University, India
| | - Vera L. Sigre Leirós
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
- Institute of Legal Psychiatry, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | | | - Ognen Spasovski
- Faculty of Philosophy, Ss. Cyril and Methodius University in Skopje, Republic of North Macedonia
- Faculty of Philosophy, University of Ss. Cyril and Methodius in Trnava, Slovak Republic
| | - Vesta Steibliene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Lithuania
| | - Dan J. Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry & Neuroscience Institute, University of Cape Town, South Africa
| | | | - Aleksandar Štulhofer
- Department of Sociology, Faculty of Humanities and Social Sciences, University of Zagreb, Croatia
| | - Berk C. Ünsal
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
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8
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Ünsal BC, Demetrovics Z, Reinhardt M. Stronger together: community participation, structural stigma, and depression among sexual and gender minority adults in 28 European countries. Soc Psychiatry Psychiatr Epidemiol 2023; 58:657-669. [PMID: 36434298 PMCID: PMC10066166 DOI: 10.1007/s00127-022-02385-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 11/14/2022] [Indexed: 11/27/2022]
Abstract
PURPOSE Although discriminatory laws, policies, and public attitudes (i.e., structural stigma) are linked to adverse mental health outcomes among sexual and gender minority (SGM) populations, little attention has been paid to protective factors, such as community participation, about which inconsistencies exist whether it ameliorates or exacerbates mental health burdens. Thus, we examined the mediator roles of identity disclosure and victimization and the moderator role of structural stigma in the association of community participation with depression. METHODS Data from the EU-LGBTI-II survey assessing community participation, identity disclosure, victimization, and depression among sexual minority men (n = 62,939), women (n = 38,976), and gender minority adults (n = 15,845) in 28 European countries were used. Structural stigma was measured as discriminatory legislation, policies, and societal attitudes using publicly available data. RESULTS Findings showed that community participation predicted lower and higher levels of depression through identity disclosure and victimization, respectively. For sexual minority men and women, structural stigma moderated the indirect effect through identity disclosure, with a larger effect in higher structural stigma countries. Only for sexual minority men, the indirect effect through victimization was also moderated, with a larger effect in high-stigma countries. For gender minorities, no moderation effect was found. CONCLUSIONS Community participation is differentially linked to depression through identity disclosure and victimization, and as a function of structural stigma. It can be a double-edged sword, especially for sexual minority men in high-stigma countries, who are expected to pay the price while enjoying its benefits, highlighting the targets and considerations for interventions.
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Affiliation(s)
- Berk C Ünsal
- Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary.
- 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
| | - Melinda Reinhardt
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
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