Problematic Internet use among adults: A longitudinal European study

Authors

  • Olatz López Fernández Departamento de Metodología de las ciencias del comportamiento, Facultad de Psicología, Universidad Nacional de Educación a Distancia, Madrid Faculty of Psychology, Universidad Complutense de Madrid (UCM), Madrid Faculty of Psychology and Education, Universidad Francisco de Vitoria, Madrid Centro de Estudios Universitarios Cardenal Cisneros – UCM, Madrid Hospital Universitario Fundación Jiménez Díaz, Servicio de Psiquiatría, Madrid
  • Lucía Romo EA 4430 CLIPSYD Université Paris Nanterre, Paris Hôpital Universitaire Raymond Poincaré, AP-HP Garches, CESP, Garches
  • Amélie Rousseau Psychology Department, Université Toulouse Jean Jaurès, 31058 Toulouse
  • Bernadeta Lelonek-Kuleta Department of Psychology, The John Paul II Catholic University of Lublin, Lublin
  • Joanna Chwaszcz Department of Psychology, The John Paul II Catholic University of Lublin, Lublin
  • Niko Männikkö Faculty of Medicine, University of Oulu, Oulu, Centre for Research and Innovation, Oulu University of Applied Sciences, Oulu
  • Ann-Kathrin Gässler Psychotherapeutical Office Pilgramm, Hannover
  • Zsolt Demetrovics Institute of Psychology, ELTE Eötvös Loránd University, 1064 Budapest, Hungary Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar
  • Sophia Achab Specialized Treatment Centre ReConnecte, University Hospitals, Geneva Sociological and Psychological-Research Unit, Department of Psychiatry, University of Geneva, Geneva
  • Daria J. Kuss Cyberpsychology Research Group, Nottingham Trent University, Nottingham International Gaming Research Unit, Nottingham Trent University, Nottingham
  • Mark D. Griffiths Cyberpsychology Research Group, Nottingham Trent University, Nottingham International Gaming Research Unit, Nottingham Trent University, Nottingham

DOI:

https://doi.org/10.20882/adicciones.1948

Keywords:

Internet addiction, problematic Internet use, longitudinal research, Europe, adults.

Abstract

There are few cross-cultural studies utilizing longitudinal analysis to explore problematic internet use (PIU), and almost none among adults. The present follow-up study compared three waves across 12-month period every six months and observed the natural course and trajectory of PIU in a European multi-country sample of adults from 11 countries (Finland, Germany, Italy, Spain, France, Switzerland, Hungary, Poland, UK, Norway, Belgium). A total of 139 participants (45.5% females) provided data across all three waves with an average age of 26.14 years (SD = 5.92). There were longitudinal effects in PIU, with statistical differences between at-risk users compared to healthy users in Waves 1 and 2, and Waves 1 and 3. The analyses of variance showed a longitudinal effect of waves on the PIU symptoms. PIU was significantly affected by time and type of user, with those classed as at-risk having higher scores than healthy users, although PIU decreased over time. In addition, the type of PIU detected in adults contained mild addictive symptoms. In conclusion, this study demonstrated that PIU was generally low among European adult population and tended to decrease over the one-year period, what contrasts with adolescent population findings.

Author Biography

Olatz López Fernández, Departamento de Metodología de las ciencias del comportamiento, Facultad de Psicología, Universidad Nacional de Educación a Distancia, Madrid Faculty of Psychology, Universidad Complutense de Madrid (UCM), Madrid Faculty of Psychology and Education, Universidad Francisco de Vitoria, Madrid Centro de Estudios Universitarios Cardenal Cisneros – UCM, Madrid Hospital Universitario Fundación Jiménez Díaz, Servicio de Psiquiatría, Madrid

Profesora adociada UCMProfesora contratada doctora UFVProfesora CES-Cardenal CisnerosAdjunta en Hospital Universitario Fundación Jiménez Díaz

References

Aboujaoude, E. (2010). Problematic Internet use: An overview. World Psychiatry, 9(2), 85–90. https://doi.org/10.1002/j.2051-5545.2010.tb00278.x

Anderson, K. J. (2001). Internet use among college students: An exploratory study. Journal of American College Health, 50(1), 21–26. https://doi.org/10.1080/07448480109595707

Anderson, E. L., Steen, E. y Stavropoulos, V. (2017). Internet use and problematic internet use: A systematic review of longitudinal research trends in adolescence and emergent adulthood. International Journal of Adolescence and Youth, 22(4), 430–454. https://doi.org/10.1080/02673843.2016.1227716

Besser, B., Rumpf, H. J., Bischof, A., Meerkerk, G. J., Higuchi, S. y Bischof, G. (2017). Internet-related disorders: Development of the Short Compulsive Internet Use Scale. Cyberpsychology, Behavior and Social Networking, 20(11), 709–717. https://doi.org/10.1089/cyber.2017.0260

Carbonell, X., Chamarro, A., Oberst, U., Rodrigo, B. y Prades, M. (2018). Problematic use of the internet and smartphones in university students: 2006-2017. International Journal of Environmental Research and Public Health, 15(3), 475. https://doi.org/10.3390/ijerph15030475

Carbonell, X., Guardiola, E., Beranuy, M. y Bellés, A. (2009). A bibliometric analysis of the scientific literature on internet, video games, and cell phone addiction. Journal of the Medical Library Association, 97(2), 102–107. https://doi.org/10.3163/1536-5050.97.2.006

Carbonell, X., Guardiola, E., Fuster, H., Gil, F. y Panova, T. (2016). Trends in scientific literature on addiction to the internet, video games, and cell phones from 2006 to 2010. International Journal of Preventive Medicine, 7, 63. https://doi.org/10.4103/2008-7802.179511

Choi, B. Y., Huh, S., Kim, D. J., Suh, S. W., Lee, S. K. y Potenza, M. N. (2019). Transitions in problematic internet use: A one-year longitudinal study of boys. Psychiatry Investigation, 16(6), 433–442. https://doi.org/10.30773/pi.2019.04.02.1

Davis, R. A. (2001). Cognitive-behavioral model of pathological Internet use. Computers in Human Behavior, 17(2), 187–195. https://doi.org/10.1016/S0747-5632(00)00041-8

Hidalgo-Fuentes, S., Martí-Vilar, M. y Ruiz-Ordoñez, Y. (2023). Problematic internet use and resilience: A systematic review and meta-analysis. Nursing Reports, 13(1), 337–350. https://doi.org/10.3390/nursrep13010032

Griffiths, M. D. (2013). Is “loss of control” always a consequence of addiction? Frontiers in Psychiatry, 4, 36. https://doi.org/10.3389/fpsyt.2013.00036

Kalaitzaki, A., Laconi, S. y Tsouvelas, G. (2022). Problematic internet, smartphone, and SMS use among adults: Shared and unique predictors. Journal of Research in Health Sciences, 22(4), e00562. https://doi.org/10.34172/jrhs.2022.97

King, D. L., Delfabbro, P. H. y Griffiths, M. D. (2013). Trajectories of problem video gaming among adult regular gamers: An 18-month longitudinal study. Cyberpsychology, Behavior and Social Networking, 16(1), 72–76. https://doi.org/10.1089/cyber.2012.0062

Kokka, I., Mourikis, I., Nicolaides, N. C., Darviri, C., Chrousos, G. P., Kanaka-Gantenbein, C. y Bacopoulou, F. (2021). Exploring the effects of Problematic Internet Use on adolescent sleep: A systematic review. International Journal of Environmental Research and Public Health, 18(2), 760. https://doi.org/10.3390/ijerph18020760

Lau, J. T. F., Wu, A. M. S., Gross, D. L., Cheng, K. M. y Lau, M. M. C. (2017). Is Internet addiction transitory or persistent? Incidence and prospective predictors of remission of internet addiction among Chinese secondary school students. Addictive Behaviors, 74, 55–62. https://doi.org/10.1016/j.addbeh.2017.05.034

Li, G., Hou, G., Yang, D., Jian, H. y Wang, W. (2019). Relationship between anxiety, depression, sex, obesity, and internet addiction in Chinese adolescents: A short-term longitudinal study. Addictive Behaviors, 90, 421–427. https://doi.org/10.1016/j.addbeh.2018.12.009

Lindenberg, K., Kindt, S. y Szász-Janocha, C. (2022). Effectiveness of cognitive behavioral therapy-based intervention in preventing gaming disorder and unspecified internet use disorder in adolescents: A cluster randomized clinical trial. JAMA Network Open, 5(2), e2148995. https://doi.org/10.1001/jamanetworkopen.2021.48995

Lopez-Fernandez, O. (2015). How has internet addiction research evolved since the advent of internet gaming disorder? An overview of cyberaddictions from a psychological perspective. Current Addiction Reports, 2, 263–271. https://doi.org/10.1007/s40429-015-0067-6

Lopez-Fernandez, O., Griffiths, M. D., Kuss, D. J., Dawes, C., Pontes, H. M., Justice, L., Rumpf, H. J., Bischof, A., Gässler, A. K., Suryani, E., Männikkö, N., Kääriänen, M., Romo, L., Morvan, Y., Kern, L., Graziani, P., Rousseau, A., Hormes, J. M., Schimmenti, A., Passanisi, A.,… Billieux, J. (2019). Cross-cultural validation of the Compulsive Internet Use Scale in four forms and eight languages. Cyberpsychology, Behavior and Social Networking, 22(7), 451–464. https://doi.org/10.1089/cyber.2018.0731

Lopez-Fernandez, O., Romo, L., Kern, L., Rousseau, A., Graziani, P., Rochat, L., Achab, S., Zullino, D., Landrø, N. I., Zacarés, J. J., Serra, E., Chóliz, M., Pontes, H. M., Griffiths, M. D. y Kuss, D. J. (2022). Perceptions underlying addictive technology use patterns: Insights for cognitive-behavioural therapy. International Journal of Environmental Research and Public Health, 19(1), 544. https://doi.org/10.3390/ijerph19010544

Lopez-Fernandez, O., Romo, L., Kern, L., Rousseau, A., Lelonek-Kuleta, B., Chwaszcz, J., Männikkö, N., Rumpf, H. J., Bischof, A., Király, O., Gässler, A. K., Graziani, P., Kääriäinen, M., Landrø, N. I., Zacarés, J. J., Chóliz, M., Dufour, M., Rochat, L., Zullino, D., Achab, S.,… Kuss, D. J. (2023). Problematic internet use among adults: A cross-cultural study in 15 countries. Journal of Clinical Medicine, 12(3), 1027. https://doi.org/10.3390/jcm12031027

Lozano-Blasco, R., Robres, A. Q. y Sánchez, A. S. (2022). Internet addiction in young adults: A meta-analysis and systematic review. Computers in Human Behavior, 107201. https://doi.org/10.1016/j.chb.2022.107201

Meerkerk, G. J., Van Den Eijnden, R. J., Vermulst, A. A. y Garretsen, H. F. (2009). The Compulsive Internet Use Scale (CIUS): Some psychometric properties. CyberPsychology & Behavior, 12(1), 1–6. https://doi.org/10.1089/cpb.2008.0181

O’Connor, C., Downs, J., Shetty, H. y McNicholas, F. (2020). Diagnostic trajectories in child and adolescent mental health services: Exploring the prevalence and patterns of diagnostic adjustments in an electronic mental health case register. European Child & Adolescent Psychiatry, 29(8), 1111–1123. https://doi.org/10.1007/s00787-019-01428-z

Pontes, H. M., Szabo, A. y Griffiths, M. D. (2015). The impact of Internet-based specific activities on the perceptions of Internet addiction, quality of life, and excessive usage: A cross-sectional study. Addictive Behaviors Reports, 1, 19–25. https://doi.org/10.1016/j.abrep.2015.03.002

Rothmund, T., Klimmt, C. y Gollwitzer, M. (2018). Low temporal stability of excessive video game use in German adolescents. Journal of Media Psychology: Theories, Methods, and Applications, 30(2), 53–65. https://doi.org/10.1027/1864-1105/a000177

Secades-Villa, R., Calafat, A., Fernández-Hermida, J. R., Juan, M., Duch, M., Skärstrand, E., Becoña, E. y Talic, S. (2014). Duration of Internet use and adverse psychosocial effects among European adolescents. Adicciones, 26(3), 247–253. https://doi.org/10.20882/adicciones.6

Sixto-Costoya, A., Castelló-Cogollos, L., Aleixandre-Benavent, R. y Valderrama-Zurián, J. C. (2021). Global scientific production regarding behavioral addictions: An analysis of the literature from 1995 to 2019. Addictive Behaviors Reports, 14, 100371. https://doi.org/10.1016/j.abrep.2021.100371

Telles Correia, D., Stoyanov, D. y Rocha Neto, H. G. (2022). How to define today a medical disorder? Biological and psychosocial disadvantages as the paramount criteria. Journal of Evaluation in Clinical Practice, 28(6), 1195–1204. https://doi.org/10.1111/jep.13592

Tran, B. X., Ha, G. H., Vu, G. T., Hoang, C. L., Nguyen, S. H., Nguyen, C. T., Latkin, C. A., Tam, W. W., Ho, C. S. H. y Ho, R. C. M. (2020). How have excessive electronics devices and internet uses been concerned? Implications for global research agenda from a bibliometric analysis. Journal of Behavioral Addictions, 9(2), 469–482. https://doi.org/10.1556/2006.2020.00031

Wartberg, L. y Lindenberg, K. (2020). Predictors of spontaneous remission of problematic internet use in adolescence: A one-year follow-up study. International Journal of Environmental Research and Public Health, 17(2), 448. https://doi.org/10.3390/ijerph17020448

Yilmaz, R. y Karaoglan Yilmaz, F. G. (2023). Problematic internet use in adults: The role of happiness, psychological resilience, dispositional hope, and self-control and self-management. Journal of Rational-Emotive & Cognitive-Behavior Therapy, 41, 727–745. https://doi.org/10.1007/s10942-022-00482-y

Yu, L. y Shek, D. T. (2013). Internet addiction in Hong Kong adolescents: A three-year longitudinal study. Journal of Pediatric and Adolescent Gynecology, 26(3 Suppl), S10–S17. https://doi.org/10.1016/j.jpag.2013.03.010

Published

2025-03-25

Issue

Section

Originals