Psychosocial Determinants Associated with Online Gambling Addiction in Indonesia: A Scoping Review

Authors

  • Nurul Fajriyah Prahastuti Al Ikhlas, D., & Hazim. (2025). Studi Fenomenologi tentang Gambaran Psychological Well-being pada Pelaku Judi Online di Sidoarjo. G-Couns: Jurnal Bimbingan Dan Konseling, 9(3), 1526–1541. https://doi.org/10.31316/g-couns.v9i3.7313 Ananta, B. D. P., Sandri, R., & Manara, M. (2024). Pengaruh Kontrol Diri Terhadap Kecenderungan Kecanduan Judi Online Pada Dewasa Awal. Seminar Nasional Sistem Informasi (SENASIF) Fakultas Teknologi Informasi Universitas Merdeka Malang, 5462–5470. https://jurnalfti.unmer.ac.id/index.php/senasif/article/view/637 Aprilia, N., Pratikto, H., & Aristawati, A. R. (2023). Kecenderungan adiksi judi online pada penjudi online: Bagaimana peran self-control? INNER: Journal of Psychological Research, 2(4). https://aksiologi.org/index.php/inner/article/view/759 Arisanti, I., & Arjuansyah. (2024). Kontrol Diri dalam Adiksi Judi Online di Desa Brang Kolong. Jurnal Psimawa, 7(2), 168–174. https://doi.org/10.36761/jp.v7i2.5147 Arksey, H., & O’Malley, L. (2005). Scoping studies: Towards a methodological framework. International Journal of Social Research Methodology: Theory and Practice, 8(1), 19–32. https://doi.org/10.1080/1364557032000119616 Bandura, A. (1997). Self-efficacy: The exercise of control. Macmillan. Billah, M. A., Sofiah, D., & Arifiana, I. Y. (2025). The Relationship Between Religiosity and Self-Control with Online Gambling Addiction in Online Gamblers. Journal of Scientific Research, Education, and Technology (JSRET), 4(1), 279–288. https://doi.org/10.58526/jsret.v4i1.696 Bonnaire, C., & Barrault, S. (2018). Are online poker problem gamblers sensation seekers? Psychiatry Research, 264, 310–315. https://doi.org/https://doi.org/10.1016/j.psychres.2018.03.024 Chin-Sheng, W. A. N. (2006). Why are adolescents addicted to online gaming? An interview study in Taiwan. Cyberpsychology and Behavior, 9(6), 762–766. https://doi.org/10.1089/cpb.2006.9.762 Desi, E., Yusmi, R. E., Tohar, A. A., & Anwar, K. (2025). Aksiologi psikologi sosial: perilaku konformitas judi online berdampak pada kesehatan mental keluarga. AN-NAFS, 19(1), 1–9. https://journal.uir.ac.id/index.php/annafs/article/view/19770 Elvia, V., Yulanda, A., Frinaldi, A., & Eka Putri, N. (2023). Perjudian Online di Era Digital: Analisis Kebijakan Publik Untuk Mengatasi Tantangan dan Ancaman. Jurnal Ilmu Sosial Dan Humaniora (Isora), 1(3), 111–119. https://isora.tpublishing.org/index.php/isora Fahrezi, D. S. H. (2023). Pengaruh Kontrol Diri terhadap Kecenderungan Kecanduan Game Judi Online Higgs Domino pada Remaja di Kota Medan. Dharmas Education Journal, 4(3), 341–350. https://ejournal.undhari.ac.id/index.php/de_journal/article/view/265%0Ahttps://ejournal.undhari.ac.id/index.php/de_journal/article/download/265/1177 Fiyanda, F. N., & Setyawati, R. (2024). Sensation seeking behavior pada pemain judi slot online. Prosiding Seminar Nasional, 466–472. https://jurnal.uinsu.ac.id/index.php/hijri/article/view/19187 Gainsbury, S. M., Liu, Y., Russell, A. M. T., & Teichert, T. (2016). Is all Internet gambling equally problematic ? Considering the relationship between mode of access and gambling problems. Computers in Human Behavior, 55, 717–728. https://doi.org/10.1016/j.chb.2015.10.006 Gupta, R., & Derevensky, J. (1997). Familial and Social Influences on Juvenile Gambling Behavior. Journal of Gambling Studies, 13(3), 179–192. https://doi.org/10.1023/A:1024915231379 Gupta, R., & Derevensky, J. L. (1998). An Empirical Examinination of Jacobs ’ General Theory of Addictions : Do Adolescent Gamblers Fit the Theory ? Journal of Gambling Studies, 14(1), 17–49. https://doi.org/10.1023/A:1023046509031 Håkansson, A. (2020). Over-Indebtedness and Problem Gambling in a General Population Sample of Online Gamblers. Frontiers in Psychiatry, 11. https://doi.org/10.3389/fpsyt.2020.00007 Harahap, F. F., Utami, O. W., Ridho, H. A., & Pertiwi, Y. W. (2024). Motivasi Dalam Partisipasi Perjudian Online. Well Being: Journal Psychology, 1(2), 1–11. https://jurnal.ptpsikodinamika.com/index.php/WBJP/article/view/12%0Ahttps://jurnal.ptpsikodinamika.com/index.php/WBJP/article/download/12/10 Karaıbrahımoglu, A., Batmaz, K., Kaçmaz, E., & ... (2023). The relationship of online gambling addiction and loneliness: A University case from Turkiye. Medical Journal of …. https://dergipark.org.tr/en/pub/sdutfd/article/1314985 Laras, A., Salvabillah, N., Caroline, C., Delas H, J., Dinda, F., & Finanto, M. (2024). Analisis Dampak Judi Online di Indonesia. Concept: Journal of Social Humanities and Education, 3(2), 320–331. https://doi.org/10.55606/concept.v3i2.1304 Leslie, R., & McGrath, D. (2024). A comparative profile of online, offline, and mixed-mode problematic gamblers’ gambling involvement, motives, and HEXACO personality traits. Journal of Gambling Studies, 40(1), 237–253. https://doi.org/10.1007/s10899-023-10193-3 Mayradevi, I. A. P., & Tobing, D. H. (2024). Faktor-faktor yang Memengaruhi Perilaku Judi Online pada Remaja: Narrative Literature Review. In Jurnal Psikologi Perseptual. https://doi.org/10.24176/perseptual.v9i1.11940 Meilia, A. (2024). Pengaruh Kesepian sebagai Salah Satu Faktor Risiko Pengalaman Psikotik pada Dewasa Awal. Buletin Riset Psikologi Dan Kesehatan Mental (BRPKM), 1(2), 1207–1217. https://doi.org/10.20473/brpkm.v1i2.28604 Methley, A. M., Campbell, S., Chew-Graham, C., McNally, R., & Cheraghi-Sohi, S. (2014). PICO, PICOS and SPIDER: A comparison study of specificity and sensitivity in three search tools for qualitative systematic reviews. BMC Health Services Research, 14(1). https://doi.org/10.1186/s12913-014-0579-0 Morvannou, A., Dufour, M., Monson, E., & Roy, É. (2018). Passion for gambling: a scoping review. International Gambling Studies, 18(3), 460–476. https://doi.org/10.1080/14459795.2018.1459777 Nainggolan, E., & Iqbal, M. (2024). Utilizing Online Gambling: Mengkaji Faktor Fenomena Judi Online Scatter di Desa Pahieme. ETNOREFLIKA: Jurnal Sosial Dan Budaya, 13(2), 210–218. https://doi.org/10.33772/etnoreflika.v13i2.2506 Nordmyr, J., & Forsman, A. (2020). A systematic review of psychosocial risks for gambling and problem gambling in the Nordic countries. Health, Risk & Society, 22(3), 266–290. https://doi.org/10.1080/13698575.2020.1796929 Peters, M., Marnie, C., Tricco, A., Pollock, D., Munn, Z., Alexander, L., Mcinerney, P., Godfrey, C. M., & Khalil, H. (2020). Updated methodological guidance for the conduct of scoping reviews. JBI Evidence Synthesis, 18(10), 2119–2126. https://doi.org/10.11124/JBIES-20-00167 Pollock, D., Peters, M. D. J., Khalil, H., Mcinerney, P., Alexander, L., Tricco, A. C., Evans, C., Godfrey, C. M., Pieper, D., Saran, A., Stern, C., & Munn, Z. (2023). presentation of results in scoping reviews. JBI Evidence Synthesis, 21(3), 520–532. https://doi.org/10.11124/JBIES-22-00123 Putri, N. A., Marcella, A., Patricia, K., Putri, E. Y. T., & Sari, R. O. (2024). the Impact of Online Gambling Addiction on Adolselcents’ Emotional and Behavioral Conditions. FOKUS : Kajian Bimbingan Dan Konseling Dalam Pendidikan, 7(5), 496–504. https://journal.ikipsiliwangi.ac.id/fokus/article/view/26218 Qomariah, L., & Abdurraman, Z. (2024). Analisis Kondisi Moral Remaja yang Bermain Judi Online di Desa Dolok Sagala. Kamaya: Jurnal Ilmu Agama, 7(3), 104–113. https://doi.org/10.37329/kamaya.v7i3.3514 Rai, I. N. A. S., Nashir, A. K., Hikmawan, R., & Situmeang, N. (2025). Sosialisasi Bahaya Judi Online di Yayasan Al Kamila Depok, Serua. Jurnal Pengabdian Sosial, 2(10), 4424–4430. https://doi.org/10.59837/hgscx414 Riskitiasyah, E. F., & Paksi, A.K. (2025). Betting on inequalities: Gender economics, and online gambling’s grip in Indonesia. In Multidisciplinary Reviews (Vol. 9, Issue 3). https://doi.org/10.31893/multirev.2026126 Rossa, F. F., Rahmaningsih, A., Dzulqarnain, A., Nanda, D. A., Hasna, F., Oktaviano, K., Khumayro, Dewi, R. S., & Apriliyani, R. (2024). Peningkatan Literasi Digital Melalui Sosialisasi Bahaya Pinjaman Online Ilegal dan Judi Online di Desa Boto Kabupaten Wonogiri. JICN: Jurnal Intelek Dan Cendikiawan Nusantara, 1(4), 5994–6002. https://jicnusantara.com/index.php/jicn Sari, A., Al-Fajrih, M., & Ahdiyanti, I. (2024). Dampak judi online terhadap kesehatan mental dan hubungan sosial Al-Hikmah. Jurnal Dakwah Dan Komunikasi, 3(2), 31–44. https://doi.org/10.47945/al-hikmah.v3i2.1539 Satria, D., Kusasih, I. H., & Gusmaneli. (2025). Analisis rendahnya kualitas pendidikan di Indonesia saat ini: Suatu kajian literatur. Jurnal Bintang Pendidikan Indonesia. https://ejurnal.stie-trianandra.ac.id/index.php/JUBPI/article/view/3838 Sulistiani, W., Hidayatullah, A., & Koto, Y. (2025). Hubungan Perilaku Menyimpang Judi Online Dengan Kesehatan Mental Di Kampung Warung Danas Cianjur Tahun 2024 the Relationship Between Deviant Online Gambling Behavior and Mental Health in Warung Danas Village , Cianjur 2024. Jurnal Intelek Dan Cendikiawan Nusantara, 2(4), 7201–7212. https://jicnusantara.com/index.php/jicn/article/view/4966 Trisnandi, T., & Ulfatun, T. (2024). Analysis of the Impact of Online Gambling Addiction on Adolescent in Pabelan Village, Kartasura Subdistrict, Sukoharjo Regency. Contagion: Scientific Periodical Journal of Public Health and Coastal Health, 6(1), 693. https://doi.org/10.30829/contagion.v6i1.20046 Tumangger, D. S. R., & Yusuf, H. (2025). Analisis Kriminologis Terhadap Perkembangan Perjudian Online Di Indonesia. … Perspectives of Social and Science Journal, 2(2), 2025. https://ipssj.com/index.php/ojs/article/download/364/336 Winarsih, N., & Salsabila, S. (2022). The Phenomenon of Internet Addiction Disorder Online Gambling In Probolinggo. ENTITA: Jurnal Pendidikan Ilmu Pengetahuan Sosial Dan Ilmu-Ilmu Sosial, 4(2), 183–196. https://doi.org/10.19105/ejpis.v4i2.6782 Yu, Z. (2022). Sustaining Student Roles, Digital Literacy, Learning Achievements, and Motivation in Online Learning Environments during the COVID-19 Pandemic. Sustainability (Switzerland), 14(8). https://doi.org/10.3390/su14084388 Zhang, J. (2023). Skin gambling in mainland China: Survival of online gambling companies. Cogent Social Sciences, 9(2). https://doi.org/10.1080/23311886.2023.2265209, Indonesia https://orcid.org/0009-0007-1272-3395
  • Adinda Istiqomah Azzahra Department of Social Welfare Faculty of Da’wah and Communication Sunan Kalijaga State Islamic University Yogyakarta, Indonesia

DOI:

https://doi.org/10.47679/jopp.8314672026

Keywords:

psychosocial determinants, online gambling addiction, scoping review, self-control, peer influence, social environmental

Abstract

Online gambling addiction has emerged as a significant public health and social concern in Indonesia, generating complex psychosocial consequences. This scoping review aimed to map the available empirical evidence on psychosocial determinants functioning as risk and protective factors associated with online gambling addiction. The review was conducted in accordance with the PRISMA-ScR guidelines and the Arksey and O'Malley framework (2005). A systematic literature search was performed using the Google Scholar and Garuda databases with the keywords online gambling, gambling addiction, psychosocial factors, psychological factors, social factors, and Indonesia. Article selection was guided by the Population–Concept–Context (PCC) framework. Following the screening and selection process, 14 studies published between 2015 and 2025 met the inclusion criteria and were included in the review. The findings identified five major categories of psychosocial determinants associated with online gambling addiction: psychological, social environmental, technological, economic, and government regulation factors. Psychological and social environmental factors were the most consistently reported determinants, particularly low self-control, sensation seeking, peer influence, and family-related factors. Technological accessibility, financial motivations, and weak regulatory oversight were also identified as contributing factors. This review highlights important evidence gaps and provides insights for the development of preventive interventions and public policies addressing online gambling addiction in Indonesia.

Author Biographies

Nurul Fajriyah Prahastuti, Al Ikhlas, D., & Hazim. (2025). Studi Fenomenologi tentang Gambaran Psychological Well-being pada Pelaku Judi Online di Sidoarjo. G-Couns: Jurnal Bimbingan Dan Konseling, 9(3), 1526–1541. https://doi.org/10.31316/g-couns.v9i3.7313 Ananta, B. D. P., Sandri, R., & Manara, M. (2024). Pengaruh Kontrol Diri Terhadap Kecenderungan Kecanduan Judi Online Pada Dewasa Awal. Seminar Nasional Sistem Informasi (SENASIF) Fakultas Teknologi Informasi Universitas Merdeka Malang, 5462–5470. https://jurnalfti.unmer.ac.id/index.php/senasif/article/view/637 Aprilia, N., Pratikto, H., & Aristawati, A. R. (2023). Kecenderungan adiksi judi online pada penjudi online: Bagaimana peran self-control? INNER: Journal of Psychological Research, 2(4). https://aksiologi.org/index.php/inner/article/view/759 Arisanti, I., & Arjuansyah. (2024). Kontrol Diri dalam Adiksi Judi Online di Desa Brang Kolong. Jurnal Psimawa, 7(2), 168–174. https://doi.org/10.36761/jp.v7i2.5147 Arksey, H., & O’Malley, L. (2005). Scoping studies: Towards a methodological framework. International Journal of Social Research Methodology: Theory and Practice, 8(1), 19–32. https://doi.org/10.1080/1364557032000119616 Bandura, A. (1997). Self-efficacy: The exercise of control. Macmillan. Billah, M. A., Sofiah, D., & Arifiana, I. Y. (2025). The Relationship Between Religiosity and Self-Control with Online Gambling Addiction in Online Gamblers. Journal of Scientific Research, Education, and Technology (JSRET), 4(1), 279–288. https://doi.org/10.58526/jsret.v4i1.696 Bonnaire, C., & Barrault, S. (2018). Are online poker problem gamblers sensation seekers? Psychiatry Research, 264, 310–315. https://doi.org/https://doi.org/10.1016/j.psychres.2018.03.024 Chin-Sheng, W. A. N. (2006). Why are adolescents addicted to online gaming? An interview study in Taiwan. Cyberpsychology and Behavior, 9(6), 762–766. https://doi.org/10.1089/cpb.2006.9.762 Desi, E., Yusmi, R. E., Tohar, A. A., & Anwar, K. (2025). Aksiologi psikologi sosial: perilaku konformitas judi online berdampak pada kesehatan mental keluarga. AN-NAFS, 19(1), 1–9. https://journal.uir.ac.id/index.php/annafs/article/view/19770 Elvia, V., Yulanda, A., Frinaldi, A., & Eka Putri, N. (2023). Perjudian Online di Era Digital: Analisis Kebijakan Publik Untuk Mengatasi Tantangan dan Ancaman. Jurnal Ilmu Sosial Dan Humaniora (Isora), 1(3), 111–119. https://isora.tpublishing.org/index.php/isora Fahrezi, D. S. H. (2023). Pengaruh Kontrol Diri terhadap Kecenderungan Kecanduan Game Judi Online Higgs Domino pada Remaja di Kota Medan. Dharmas Education Journal, 4(3), 341–350. https://ejournal.undhari.ac.id/index.php/de_journal/article/view/265%0Ahttps://ejournal.undhari.ac.id/index.php/de_journal/article/download/265/1177 Fiyanda, F. N., & Setyawati, R. (2024). Sensation seeking behavior pada pemain judi slot online. Prosiding Seminar Nasional, 466–472. https://jurnal.uinsu.ac.id/index.php/hijri/article/view/19187 Gainsbury, S. M., Liu, Y., Russell, A. M. T., & Teichert, T. (2016). Is all Internet gambling equally problematic ? Considering the relationship between mode of access and gambling problems. Computers in Human Behavior, 55, 717–728. https://doi.org/10.1016/j.chb.2015.10.006 Gupta, R., & Derevensky, J. (1997). Familial and Social Influences on Juvenile Gambling Behavior. Journal of Gambling Studies, 13(3), 179–192. https://doi.org/10.1023/A:1024915231379 Gupta, R., & Derevensky, J. L. (1998). An Empirical Examinination of Jacobs ’ General Theory of Addictions : Do Adolescent Gamblers Fit the Theory ? Journal of Gambling Studies, 14(1), 17–49. https://doi.org/10.1023/A:1023046509031 Håkansson, A. (2020). Over-Indebtedness and Problem Gambling in a General Population Sample of Online Gamblers. Frontiers in Psychiatry, 11. https://doi.org/10.3389/fpsyt.2020.00007 Harahap, F. F., Utami, O. W., Ridho, H. A., & Pertiwi, Y. W. (2024). Motivasi Dalam Partisipasi Perjudian Online. Well Being: Journal Psychology, 1(2), 1–11. https://jurnal.ptpsikodinamika.com/index.php/WBJP/article/view/12%0Ahttps://jurnal.ptpsikodinamika.com/index.php/WBJP/article/download/12/10 Karaıbrahımoglu, A., Batmaz, K., Kaçmaz, E., & ... (2023). The relationship of online gambling addiction and loneliness: A University case from Turkiye. Medical Journal of …. https://dergipark.org.tr/en/pub/sdutfd/article/1314985 Laras, A., Salvabillah, N., Caroline, C., Delas H, J., Dinda, F., & Finanto, M. (2024). Analisis Dampak Judi Online di Indonesia. Concept: Journal of Social Humanities and Education, 3(2), 320–331. https://doi.org/10.55606/concept.v3i2.1304 Leslie, R., & McGrath, D. (2024). A comparative profile of online, offline, and mixed-mode problematic gamblers’ gambling involvement, motives, and HEXACO personality traits. Journal of Gambling Studies, 40(1), 237–253. https://doi.org/10.1007/s10899-023-10193-3 Mayradevi, I. A. P., & Tobing, D. H. (2024). Faktor-faktor yang Memengaruhi Perilaku Judi Online pada Remaja: Narrative Literature Review. In Jurnal Psikologi Perseptual. https://doi.org/10.24176/perseptual.v9i1.11940 Meilia, A. (2024). Pengaruh Kesepian sebagai Salah Satu Faktor Risiko Pengalaman Psikotik pada Dewasa Awal. Buletin Riset Psikologi Dan Kesehatan Mental (BRPKM), 1(2), 1207–1217. https://doi.org/10.20473/brpkm.v1i2.28604 Methley, A. M., Campbell, S., Chew-Graham, C., McNally, R., & Cheraghi-Sohi, S. (2014). PICO, PICOS and SPIDER: A comparison study of specificity and sensitivity in three search tools for qualitative systematic reviews. BMC Health Services Research, 14(1). https://doi.org/10.1186/s12913-014-0579-0 Morvannou, A., Dufour, M., Monson, E., & Roy, É. (2018). Passion for gambling: a scoping review. International Gambling Studies, 18(3), 460–476. https://doi.org/10.1080/14459795.2018.1459777 Nainggolan, E., & Iqbal, M. (2024). Utilizing Online Gambling: Mengkaji Faktor Fenomena Judi Online Scatter di Desa Pahieme. ETNOREFLIKA: Jurnal Sosial Dan Budaya, 13(2), 210–218. https://doi.org/10.33772/etnoreflika.v13i2.2506 Nordmyr, J., & Forsman, A. (2020). A systematic review of psychosocial risks for gambling and problem gambling in the Nordic countries. Health, Risk & Society, 22(3), 266–290. https://doi.org/10.1080/13698575.2020.1796929 Peters, M., Marnie, C., Tricco, A., Pollock, D., Munn, Z., Alexander, L., Mcinerney, P., Godfrey, C. M., & Khalil, H. (2020). Updated methodological guidance for the conduct of scoping reviews. JBI Evidence Synthesis, 18(10), 2119–2126. https://doi.org/10.11124/JBIES-20-00167 Pollock, D., Peters, M. D. J., Khalil, H., Mcinerney, P., Alexander, L., Tricco, A. C., Evans, C., Godfrey, C. M., Pieper, D., Saran, A., Stern, C., & Munn, Z. (2023). presentation of results in scoping reviews. JBI Evidence Synthesis, 21(3), 520–532. https://doi.org/10.11124/JBIES-22-00123 Putri, N. A., Marcella, A., Patricia, K., Putri, E. Y. T., & Sari, R. O. (2024). the Impact of Online Gambling Addiction on Adolselcents’ Emotional and Behavioral Conditions. FOKUS : Kajian Bimbingan Dan Konseling Dalam Pendidikan, 7(5), 496–504. https://journal.ikipsiliwangi.ac.id/fokus/article/view/26218 Qomariah, L., & Abdurraman, Z. (2024). Analisis Kondisi Moral Remaja yang Bermain Judi Online di Desa Dolok Sagala. Kamaya: Jurnal Ilmu Agama, 7(3), 104–113. https://doi.org/10.37329/kamaya.v7i3.3514 Rai, I. N. A. S., Nashir, A. K., Hikmawan, R., & Situmeang, N. (2025). Sosialisasi Bahaya Judi Online di Yayasan Al Kamila Depok, Serua. Jurnal Pengabdian Sosial, 2(10), 4424–4430. https://doi.org/10.59837/hgscx414 Riskitiasyah, E. F., & Paksi, A.K. (2025). Betting on inequalities: Gender economics, and online gambling’s grip in Indonesia. In Multidisciplinary Reviews (Vol. 9, Issue 3). https://doi.org/10.31893/multirev.2026126 Rossa, F. F., Rahmaningsih, A., Dzulqarnain, A., Nanda, D. A., Hasna, F., Oktaviano, K., Khumayro, Dewi, R. S., & Apriliyani, R. (2024). Peningkatan Literasi Digital Melalui Sosialisasi Bahaya Pinjaman Online Ilegal dan Judi Online di Desa Boto Kabupaten Wonogiri. JICN: Jurnal Intelek Dan Cendikiawan Nusantara, 1(4), 5994–6002. https://jicnusantara.com/index.php/jicn Sari, A., Al-Fajrih, M., & Ahdiyanti, I. (2024). Dampak judi online terhadap kesehatan mental dan hubungan sosial Al-Hikmah. Jurnal Dakwah Dan Komunikasi, 3(2), 31–44. https://doi.org/10.47945/al-hikmah.v3i2.1539 Satria, D., Kusasih, I. H., & Gusmaneli. (2025). Analisis rendahnya kualitas pendidikan di Indonesia saat ini: Suatu kajian literatur. Jurnal Bintang Pendidikan Indonesia. https://ejurnal.stie-trianandra.ac.id/index.php/JUBPI/article/view/3838 Sulistiani, W., Hidayatullah, A., & Koto, Y. (2025). Hubungan Perilaku Menyimpang Judi Online Dengan Kesehatan Mental Di Kampung Warung Danas Cianjur Tahun 2024 the Relationship Between Deviant Online Gambling Behavior and Mental Health in Warung Danas Village , Cianjur 2024. Jurnal Intelek Dan Cendikiawan Nusantara, 2(4), 7201–7212. https://jicnusantara.com/index.php/jicn/article/view/4966 Trisnandi, T., & Ulfatun, T. (2024). Analysis of the Impact of Online Gambling Addiction on Adolescent in Pabelan Village, Kartasura Subdistrict, Sukoharjo Regency. Contagion: Scientific Periodical Journal of Public Health and Coastal Health, 6(1), 693. https://doi.org/10.30829/contagion.v6i1.20046 Tumangger, D. S. R., & Yusuf, H. (2025). Analisis Kriminologis Terhadap Perkembangan Perjudian Online Di Indonesia. … Perspectives of Social and Science Journal, 2(2), 2025. https://ipssj.com/index.php/ojs/article/download/364/336 Winarsih, N., & Salsabila, S. (2022). The Phenomenon of Internet Addiction Disorder Online Gambling In Probolinggo. ENTITA: Jurnal Pendidikan Ilmu Pengetahuan Sosial Dan Ilmu-Ilmu Sosial, 4(2), 183–196. https://doi.org/10.19105/ejpis.v4i2.6782 Yu, Z. (2022). Sustaining Student Roles, Digital Literacy, Learning Achievements, and Motivation in Online Learning Environments during the COVID-19 Pandemic. Sustainability (Switzerland), 14(8). https://doi.org/10.3390/su14084388 Zhang, J. (2023). Skin gambling in mainland China: Survival of online gambling companies. Cogent Social Sciences, 9(2). https://doi.org/10.1080/23311886.2023.2265209

Nurul Fajriyah Prahastuti is a lecturer in the Department of Social Welfare, Faculty of Da’wah and Communication, Sunan Kalijaga State Islamic University Yogyakarta. Her research interests include mental health, psychometric evaluation, and focused on quantitative research project. She has published studies on stress, adolescent mental health, and the psychometric properties of instruments.

Adinda Istiqomah Azzahra, Department of Social Welfare Faculty of Da’wah and Communication Sunan Kalijaga State Islamic University Yogyakarta

Adinda Istiqomah Azzahra is graduate student from Social Welfare at the Faculty of Da'wah and Communication, Sunan Kalijaga State Islamic University Yogyakarta. Her academic interests focus on mental health and psychosocial issues, supported by relevant coursework in mental health, counseling, and social welfare psychology.

References

Al Ikhlas, D., & Hazim. (2025). Studi Fenomenologi tentang Gambaran Psychological Well-being pada Pelaku Judi Online di Sidoarjo. G-Couns: Jurnal Bimbingan Dan Konseling, 9(3), 1526–1541. https://doi.org/10.31316/g-couns.v9i3.7313

Ananta, B. D. P., Sandri, R., & Manara, M. (2024). Pengaruh Kontrol Diri Terhadap Kecenderungan Kecanduan Judi Online Pada Dewasa Awal. Seminar Nasional Sistem Informasi (SENASIF) Fakultas Teknologi Informasi Universitas Merdeka Malang, 5462–5470. https://jurnalfti.unmer.ac.id/index.php/senasif/article/view/637

Aprilia, N., Pratikto, H., & Aristawati, A. R. (2023). Kecenderungan adiksi judi online pada penjudi online: Bagaimana peran self-control? INNER: Journal of Psychological Research, 2(4). https://aksiologi.org/index.php/inner/article/view/759

Arisanti, I., & Arjuansyah. (2024). Kontrol Diri dalam Adiksi Judi Online di Desa Brang Kolong. Jurnal Psimawa, 7(2), 168–174. https://doi.org/10.36761/jp.v7i2.5147

Arksey, H., & O’Malley, L. (2005). Scoping studies: Towards a methodological framework. International Journal of Social Research Methodology: Theory and Practice, 8(1), 19–32. https://doi.org/10.1080/1364557032000119616

Bandura, A. (1997). Self-efficacy: The exercise of control. Macmillan.

Billah, M. A., Sofiah, D., & Arifiana, I. Y. (2025). The Relationship Between Religiosity and Self-Control with Online Gambling Addiction in Online Gamblers. Journal of Scientific Research, Education, and Technology (JSRET), 4(1), 279–288. https://doi.org/10.58526/jsret.v4i1.696

Bonnaire, C., & Barrault, S. (2018). Are online poker problem gamblers sensation seekers? Psychiatry Research, 264, 310–315. https://doi.org/https://doi.org/10.1016/j.psychres.2018.03.024

Chin-Sheng, W. A. N. (2006). Why are adolescents addicted to online gaming? An interview study in Taiwan. Cyberpsychology and Behavior, 9(6), 762–766. https://doi.org/10.1089/cpb.2006.9.762

Desi, E., Yusmi, R. E., Tohar, A. A., & Anwar, K. (2025). Aksiologi psikologi sosial: perilaku konformitas judi online berdampak pada kesehatan mental keluarga. AN-NAFS, 19(1), 1–9. https://journal.uir.ac.id/index.php/annafs/article/view/19770

Elvia, V., Yulanda, A., Frinaldi, A., & Eka Putri, N. (2023). Perjudian Online di Era Digital: Analisis Kebijakan Publik Untuk Mengatasi Tantangan dan Ancaman. Jurnal Ilmu Sosial Dan Humaniora (Isora), 1(3), 111–119. https://isora.tpublishing.org/index.php/isora

Fahrezi, D. S. H. (2023). Pengaruh Kontrol Diri terhadap Kecenderungan Kecanduan Game Judi Online Higgs Domino pada Remaja di Kota Medan. Dharmas Education Journal, 4(3), 341–350. https://ejournal.undhari.ac.id/index.php/de_journal/article/view/265%0Ahttps://ejournal.undhari.ac.id/index.php/de_journal/article/download/265/1177

Fiyanda, F. N., & Setyawati, R. (2024). Sensation seeking behavior pada pemain judi slot online. Prosiding Seminar Nasional, 466–472. https://jurnal.uinsu.ac.id/index.php/hijri/article/view/19187

Gainsbury, S. M., Liu, Y., Russell, A. M. T., & Teichert, T. (2016). Is all Internet gambling equally problematic ? Considering the relationship between mode of access and gambling problems. Computers in Human Behavior, 55, 717–728. https://doi.org/10.1016/j.chb.2015.10.006

Gupta, R., & Derevensky, J. (1997). Familial and Social Influences on Juvenile Gambling Behavior. Journal of Gambling Studies, 13(3), 179–192. https://doi.org/10.1023/A:1024915231379

Gupta, R., & Derevensky, J. L. (1998). An Empirical Examinination of Jacobs ’ General Theory of Addictions : Do Adolescent Gamblers Fit the Theory ? Journal of Gambling Studies, 14(1), 17–49. https://doi.org/10.1023/A:1023046509031

Håkansson, A. (2020). Over-Indebtedness and Problem Gambling in a General Population Sample of Online Gamblers. Frontiers in Psychiatry, 11. https://doi.org/10.3389/fpsyt.2020.00007

Harahap, F. F., Utami, O. W., Ridho, H. A., & Pertiwi, Y. W. (2024). Motivasi Dalam Partisipasi Perjudian Online. Well Being: Journal Psychology, 1(2), 1–11. https://jurnal.ptpsikodinamika.com/index.php/WBJP/article/view/12%0Ahttps://jurnal.ptpsikodinamika.com/index.php/WBJP/article/download/12/10

Karaıbrahımoglu, A., Batmaz, K., Kaçmaz, E., & ... (2023). The relationship of online gambling addiction and loneliness: A University case from Turkiye. Medical Journal of …. https://dergipark.org.tr/en/pub/sdutfd/article/1314985

Laras, A., Salvabillah, N., Caroline, C., Delas H, J., Dinda, F., & Finanto, M. (2024). Analisis Dampak Judi Online di Indonesia. Concept: Journal of Social Humanities and Education, 3(2), 320–331. https://doi.org/10.55606/concept.v3i2.1304

Leslie, R., & McGrath, D. (2024). A comparative profile of online, offline, and mixed-mode problematic gamblers’ gambling involvement, motives, and HEXACO personality traits. Journal of Gambling Studies, 40(1), 237–253. https://doi.org/10.1007/s10899-023-10193-3

Mayradevi, I. A. P., & Tobing, D. H. (2024). Faktor-faktor yang Memengaruhi Perilaku Judi Online pada Remaja: Narrative Literature Review. In Jurnal Psikologi Perseptual. https://doi.org/10.24176/perseptual.v9i1.11940

Meilia, A. (2024). Pengaruh Kesepian sebagai Salah Satu Faktor Risiko Pengalaman Psikotik pada Dewasa Awal. Buletin Riset Psikologi Dan Kesehatan Mental (BRPKM), 1(2), 1207–1217. https://doi.org/10.20473/brpkm.v1i2.28604

Methley, A. M., Campbell, S., Chew-Graham, C., McNally, R., & Cheraghi-Sohi, S. (2014). PICO, PICOS and SPIDER: A comparison study of specificity and sensitivity in three search tools for qualitative systematic reviews. BMC Health Services Research, 14(1). https://doi.org/10.1186/s12913-014-0579-0

Morvannou, A., Dufour, M., Monson, E., & Roy, É. (2018). Passion for gambling: a scoping review. International Gambling Studies, 18(3), 460–476. https://doi.org/10.1080/14459795.2018.1459777

Nainggolan, E., & Iqbal, M. (2024). Utilizing Online Gambling: Mengkaji Faktor Fenomena Judi Online Scatter di Desa Pahieme. ETNOREFLIKA: Jurnal Sosial Dan Budaya, 13(2), 210–218. https://doi.org/10.33772/etnoreflika.v13i2.2506

Nordmyr, J., & Forsman, A. (2020). A systematic review of psychosocial risks for gambling and problem gambling in the Nordic countries. Health, Risk & Society, 22(3), 266–290. https://doi.org/10.1080/13698575.2020.1796929

Peters, M., Marnie, C., Tricco, A., Pollock, D., Munn, Z., Alexander, L., Mcinerney, P., Godfrey, C. M., & Khalil, H. (2020). Updated methodological guidance for the conduct of scoping reviews. JBI Evidence Synthesis, 18(10), 2119–2126. https://doi.org/10.11124/JBIES-20-00167

Pollock, D., Peters, M. D. J., Khalil, H., Mcinerney, P., Alexander, L., Tricco, A. C., Evans, C., Godfrey, C. M., Pieper, D., Saran, A., Stern, C., & Munn, Z. (2023). presentation of results in scoping reviews. JBI Evidence Synthesis, 21(3), 520–532. https://doi.org/10.11124/JBIES-22-00123

Putri, N. A., Marcella, A., Patricia, K., Putri, E. Y. T., & Sari, R. O. (2024). the Impact of Online Gambling Addiction on Adolselcents’ Emotional and Behavioral Conditions. FOKUS : Kajian Bimbingan Dan Konseling Dalam Pendidikan, 7(5), 496–504. https://journal.ikipsiliwangi.ac.id/fokus/article/view/26218

Qomariah, L., & Abdurraman, Z. (2024). Analisis Kondisi Moral Remaja yang Bermain Judi Online di Desa Dolok Sagala. Kamaya: Jurnal Ilmu Agama, 7(3), 104–113. https://doi.org/10.37329/kamaya.v7i3.3514

Rai, I. N. A. S., Nashir, A. K., Hikmawan, R., & Situmeang, N. (2025). Sosialisasi Bahaya Judi Online di Yayasan Al Kamila Depok, Serua. Jurnal Pengabdian Sosial, 2(10), 4424–4430. https://doi.org/10.59837/hgscx414

Riskitiasyah, E. F., & Paksi, A.K. (2025). Betting on inequalities: Gender economics, and online gambling’s grip in Indonesia. In Multidisciplinary Reviews (Vol. 9, Issue 3). https://doi.org/10.31893/multirev.2026126

Rossa, F. F., Rahmaningsih, A., Dzulqarnain, A., Nanda, D. A., Hasna, F., Oktaviano, K., Khumayro, Dewi, R. S., & Apriliyani, R. (2024). Peningkatan Literasi Digital Melalui Sosialisasi Bahaya Pinjaman Online Ilegal dan Judi Online di Desa Boto Kabupaten Wonogiri. JICN: Jurnal Intelek Dan Cendikiawan Nusantara, 1(4), 5994–6002. https://jicnusantara.com/index.php/jicn

Sari, A., Al-Fajrih, M., & Ahdiyanti, I. (2024). Dampak judi online terhadap kesehatan mental dan hubungan sosial Al-Hikmah. Jurnal Dakwah Dan Komunikasi, 3(2), 31–44. https://doi.org/10.47945/al-hikmah.v3i2.1539

Satria, D., Kusasih, I. H., & Gusmaneli. (2025). Analisis rendahnya kualitas pendidikan di Indonesia saat ini: Suatu kajian literatur. Jurnal Bintang Pendidikan Indonesia. https://ejurnal.stie-trianandra.ac.id/index.php/JUBPI/article/view/3838

Sulistiani, W., Hidayatullah, A., & Koto, Y. (2025). Hubungan Perilaku Menyimpang Judi Online Dengan Kesehatan Mental Di Kampung Warung Danas Cianjur Tahun 2024 the Relationship Between Deviant Online Gambling Behavior and Mental Health in Warung Danas Village , Cianjur 2024. Jurnal Intelek Dan Cendikiawan Nusantara, 2(4), 7201–7212. https://jicnusantara.com/index.php/jicn/article/view/4966

Trisnandi, T., & Ulfatun, T. (2024). Analysis of the Impact of Online Gambling Addiction on Adolescent in Pabelan Village, Kartasura Subdistrict, Sukoharjo Regency. Contagion: Scientific Periodical Journal of Public Health and Coastal Health, 6(1), 693. https://doi.org/10.30829/contagion.v6i1.20046

Tumangger, D. S. R., & Yusuf, H. (2025). Analisis Kriminologis Terhadap Perkembangan Perjudian Online Di Indonesia. … Perspectives of Social and Science Journal, 2(2), 2025. https://ipssj.com/index.php/ojs/article/download/364/336

Winarsih, N., & Salsabila, S. (2022). The Phenomenon of Internet Addiction Disorder Online Gambling In Probolinggo. ENTITA: Jurnal Pendidikan Ilmu Pengetahuan Sosial Dan Ilmu-Ilmu Sosial, 4(2), 183–196. https://doi.org/10.19105/ejpis.v4i2.6782

Yu, Z. (2022). Sustaining Student Roles, Digital Literacy, Learning Achievements, and Motivation in Online Learning Environments during the COVID-19 Pandemic. Sustainability (Switzerland), 14(8). https://doi.org/10.3390/su14084388

Zhang, J. (2023). Skin gambling in mainland China: Survival of online gambling companies. Cogent Social Sciences, 9(2). https://doi.org/10.1080/23311886.2023.2265209

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2026-07-05

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Prahastuti, N. F., & Azzahra, A. I. (2026). Psychosocial Determinants Associated with Online Gambling Addiction in Indonesia: A Scoping Review. Journal of Psychological Perspective, 8(3), 173–186. https://doi.org/10.47679/jopp.8314672026

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Vol. 8 No. 3 (2026)

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Literature Review

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