2. King DL, Russell A, Hing N. Adolescent land-based and internet gambling: Australian and international prevalence rates and measurement issues. Curr Addict Rep 2020;7:137–148.
3. Calado F, Alexandre J, Griffiths MD. Prevalence of adolescent problem gambling: a systematic review of recent research. J Gambl Stud 2017;33:397–424.
4. Livazović G, Bojčić K. Problem gambling in adolescents: what are the psychological, social and financial consequences? BMC Psychiatry 2019;19:308
7. Armitage R. Gambling among adolescents: an emerging public health problem. Lancet Public Health 2021;6:e143
8. St-Pierre RA, Walker DM, Derevensky J, Gupta R. How availability and accessibility of gambling venues influence problem gambling: a review of the literature. Gaming Law Rev Econ 2014;18:150–172.
9. Delfabbro P, King DL, Derevensky JL. Adolescent gambling and problem gambling: prevalence, current issues, and concerns. Curr Addict Rep 2016;3:268–274.
11. Gainsbury SM, Russell A, Hing N, Wood R, Blaszczynski A. The impact of internet gambling on gambling problems: a comparison of moderate-risk and problem internet and non-internet gamblers. Psychol Addict Behav 2013;27:1092–1101.
12. Hing N, Russell AM, Black A, Rockloff M, Browne M, Rawat V, et al. Gambling prevalence and gambling problems amongst land-based-only, online-only and mixed-mode gamblers in Australia: a national study. Comput Hum Behav 2022;132:107269
14. Ladouceur R. Gambling: the hidden addiction. Can J Psychiatry 2004;49:501–503.
15. Hardoon KK, Gupta R, Derevensky JL. Psychosocial variables associated with adolescent gambling. Psychol Addict Behav 2004;18:170–179.
16. Dussault F, Brendgen M, Vitaro F, Wanner B, Tremblay RE. Longitudinal links between impulsivity, gambling problems and depressive symptoms: a transactional model from adolescence to early adulthood. J Child Psychol Psychiatry 2011;52:130–138.
17. Mestre-Bach G, Steward T, Potenza MN, Granero R, Fernández-Aranda F, Mena-Moreno T, et al. The role of ADHD symptomatology and emotion dysregulation in gambling disorder. J Atten Disord 2021;25:1230–1239.
18. Berkowitz SD. An Introduction to Structural Analysis: The Network Approach to Social Research. Toronto: Butterworth; 1982.
20. Borsboom D, Cramer AO. Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol 2013;9:91–121.
21. Tremblay J, Stinchfield R, Wiebe J, Wynne H. Canadian Adolescent Gambling Inventory (CAGI) phase III final report. Calgary: Alberta Gaming Research Institute; 2010.
22. Epskamp S, Cramer AO, Waldorp LJ, Schmittmann VD, Borsboom D. qgraph: network visualizations of relationships in psychometric data. J Stat Softw 2012;48:1–18.
23. Epskamp S, Borsboom D, Fried EI. Estimating psychological networks and their accuracy: a tutorial paper. Behav Res Methods 2018;50:195–212.
24. Tibshirani R. Regression shrinkage and selection via the lasso. J R Stat Soc Ser B Methodol 1996;58:267–288.
25. Chen J, Chen Z. Extended Bayesian information criteria for model selection with large model spaces. Biometrika 2008;95:759–771.
26. Csardi G Nepusz T. The igraph software package for complex network research. Int J Complex Syst 2006;1695:1–9.
27. Fruchterman TM, Reingold EM. Graph drawing by force‐directed placement. Softw Pract Exp 1991;21:1129–1164.
30. Strauss GP, Esfahlani FZ, Galderisi S, Mucci A, Rossi A, Bucci P, et al. Network analysis reveals the latent structure of negative symptoms in schizophrenia. Schizophr Bull 2019;45:1033–1041.
31. Forbush KT, Siew CS, Vitevitch MS. Application of network analysis to identify interactive systems of eating disorder psychopathology. Psychol Med 2016;46:2667–2677.
33. Potenza MN, Wareham JD, Steinberg MA, Rugle L, Cavallo DA, Krishnan-Sarin S, et al. Correlates of at-risk/problem internet gambling in adolescents. J Am Acad Child Adolesc Psychiatry 2011;50:150–159.e3.
34. Magoon ME, Gupta R, Derevensky J. Gambling among youth in detention centers. J Juv Justice Serv 2007;21:17–30.
35. Vitaro F, Brendgen M, Ladouceur R, Tremblay RE. Gambling, delinquency, and drug use during adolescence: mutual influences and common risk factors. J Gambl Stud 2001;17:171–190.
36. Pagani LS, Derevensky JL, Japel C. Predicting gambling behavior in sixth grade from kindergarten impulsivity: a tale of developmental continuity. Arch Pediatr Adolesc Med 2009;163:238–243.
37. Vitaro F, Brendgen M, Girard A, Dionne G, Boivin M. Longitudinal links between gambling participation and academic performance in youth: a test of four models. J Gambl Stud 2018;34:881–892.
38. González-Roz A, Fernández-Hermida JR, Weidberg S, Martínez-Loredo V, Secades-Villa R. Prevalence of problem gambling among adolescents: a comparison across modes of access, gambling activities, and levels of severity. J Gambl Stud 2017;33:371–382.
40. Griffiths MD, Parke J. Adolescent gambling on the internet: a review. Int J Adolesc Med Health 2010;22:59–75.
41. Escario JJ, Wilkinson AV. Exploring predictors of online gambling in a nationally representative sample of Spanish adolescents. Comput Hum Behav 2020;102:287–292.
42. Delfabbro P, Lahn J, Grabosky P. Psychosocial correlates of problem gambling in Australian students. Aust N Z J Psychiatry 2006;40:587–595.
43. McCormack A, Griffiths MD. Motivating and inhibiting factors in online gambling behaviour: a grounded theory study. Int J Ment Health Addiction 2012;10:39–53.
44. Effertz T, Bischof A, Rumpf HJ, Meyer C, John U. The effect of online gambling on gambling problems and resulting economic health costs in Germany. Eur J Health Econ 2018;19:967–978.
45. Chóliz M, Marcos M, Lázaro-Mateo J. The risk of online gambling: a study of gambling disorder prevalence rates in Spain. Int J Ment Health Addiction 2021;19:404–417.
46. Kairouz S, Paradis C, Nadeau L. Are online gamblers more at risk than offline gamblers? Cyberpsychol Behav Soc Netw 2012;15:175–180.
47. Griffiths M, Wardle H, Orford J, Sproston K, Erens B. Internet gambling, health, smoking and alcohol use: findings from the 2007 British Gambling Prevalence Survey. Int J Ment Health Addiction 2011;9:1–11.
48. Bonnaire C, Baptista D. Internet gaming disorder in male and female young adults: the role of alexithymia, depression, anxiety and gaming type. Psychiatry Res 2019;272:521–530.
49. Ostinelli EG, Zangani C, Giordano B, Maestri D, Gambini O, D’Agostino A, et al. Depressive symptoms and depression in individuals with internet gaming disorder: a systematic review and meta-analysis. J Affect Disord 2021;284:136–142.
51. Hardoon K, Derevensky JL, Gupta R. Empirical measures vs. perceived gambling severity among youth: why adolescent problem gamblers fail to seek treatment. Addict Behav 2003;28:933–946.