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Published in: European Child & Adolescent Psychiatry 7/2016

01-07-2016 | Original Contribution

A 2-year longitudinal study of prospective predictors of pathological Internet use in adolescents

Authors: Esther Strittmatter, Peter Parzer, Romuald Brunner, Gloria Fischer, Tony Durkee, Vladimir Carli, Christina W. Hoven, Camilla Wasserman, Marco Sarchiapone, Danuta Wasserman, Franz Resch, Michael Kaess

Published in: European Child & Adolescent Psychiatry | Issue 7/2016

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Abstract

Longitudinal studies of prospective predictors for pathological Internet use (PIU) in adolescents as well as its course are lacking. This three-wave longitudinal study was conducted within the framework of the European Union-funded project “Saving and Empowering Young Lives in Europe” over a 2-year period. The sample consisted of 1444 students at the baseline investigation (T0); 1202 students after 1 year (T1); and 515 students after 2 years (T2). Structured self-report questionnaires were administered at all three time points. PIU was assessed using the Young Diagnostic Questionnaire (YDQ). In addition, demographic (i.e., gender), social (i.e., parental involvement), psychological (i.e., emotional problems), and Internet use-related factors (i.e., online activities) were assessed as prospective predictors. The prevalence of PIU was 4.3 % at T0, 2.7 % at T1 and 3.1 % at T2. However, only 3 students (0.58 %) had persistent categorical PIU (YDQ score of ≥5) over the 2-year period. In univariate models, a variety of variables that have been previously identified in cross-sectional investigations predicted PIU at T2. However, multivariate regression demonstrated that only previous PIU symptoms and emotional problems were significant predictors of PIU 2 years later (adjusted R 2 0.23). The stability of categorical PIU in adolescents over 2 years was lower than previously reported. However, current PIU symptoms were the best predictor of later PIU; emotional symptoms also predicted PIU over and above the influence of previous problematic Internet use. Both PIU symptoms and emotional problems may contribute to the vicious cycle that supports the perpetuation of PIU.
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Literature
1.
go back to reference Medienpädagogischer Forschungsverbund Südwest (2014) JIM 2014 (Jugend, Information, (Multi-) Media). Basisstudie zum Medienumgang 12- bis 19-Jähriger in Deutschland. [Internet]. http://www.mpfs.de/?id=631. Accessed 4 July 2015 Medienpädagogischer Forschungsverbund Südwest (2014) JIM 2014 (Jugend, Information, (Multi-) Media). Basisstudie zum Medienumgang 12- bis 19-Jähriger in Deutschland. [Internet]. http://​www.​mpfs.​de/​?​id=​631. Accessed 4 July 2015
3.
go back to reference Young KS (1998) Caught in the net: how to recognize the signs of Internet addiction—and a winning strategy for recovery. Wiley, New York, p 248 Young KS (1998) Caught in the net: how to recognize the signs of Internet addiction—and a winning strategy for recovery. Wiley, New York, p 248
6.
go back to reference Petry NM, Rehbein F, Gentile DA, Lemmens JS, Rumpf H-J, Mößle T et al (2014) An international consensus for assessing internet gaming disorder using the new DSM-5 approach. Addict Abingdon Engl 109(9):1399–1406. doi:10.1111/add.12457 CrossRef Petry NM, Rehbein F, Gentile DA, Lemmens JS, Rumpf H-J, Mößle T et al (2014) An international consensus for assessing internet gaming disorder using the new DSM-5 approach. Addict Abingdon Engl 109(9):1399–1406. doi:10.​1111/​add.​12457 CrossRef
7.
go back to reference Meerkerk G-J, Van Den Eijnden RJJM, Garretsen HFL (2006) Predicting compulsive Internet use: it’s all about sex! Cyberpsychol Behav Impact Internet Multimed Virtual Real Behav Soc 9(1):95–103. doi:10.1089/cpb.2006.9.95 Meerkerk G-J, Van Den Eijnden RJJM, Garretsen HFL (2006) Predicting compulsive Internet use: it’s all about sex! Cyberpsychol Behav Impact Internet Multimed Virtual Real Behav Soc 9(1):95–103. doi:10.​1089/​cpb.​2006.​9.​95
9.
11.
12.
go back to reference Schimmenti A, Caretti V, La Barbera D (2014) Internet gaming disorder or Internet addiction? A plea for conceptual clarity. Clin Neuropsychiatry 11(5):145–146 Schimmenti A, Caretti V, La Barbera D (2014) Internet gaming disorder or Internet addiction? A plea for conceptual clarity. Clin Neuropsychiatry 11(5):145–146
15.
go back to reference Tsitsika A, Janikian M, Schoenmakers TM, Tzavela EC, Ólafsson K, Wójcik S et al (2014) Internet addictive behavior in adolescence: a cross-sectional study in seven European countries. Cyberpsychol Behav Soc Netw 17(8):528–535. doi:10.1089/cyber.2013.0382 CrossRefPubMed Tsitsika A, Janikian M, Schoenmakers TM, Tzavela EC, Ólafsson K, Wójcik S et al (2014) Internet addictive behavior in adolescence: a cross-sectional study in seven European countries. Cyberpsychol Behav Soc Netw 17(8):528–535. doi:10.​1089/​cyber.​2013.​0382 CrossRefPubMed
16.
go back to reference Rumpf H-J, Vermulst AA, Bischof A, Kastirke N, Gürtler D, Bischof G et al (2014) Occurence of internet addiction in a general population sample: a latent class analysis. Eur Addict Res 20(4):159–166. doi:10.1159/000354321 CrossRefPubMed Rumpf H-J, Vermulst AA, Bischof A, Kastirke N, Gürtler D, Bischof G et al (2014) Occurence of internet addiction in a general population sample: a latent class analysis. Eur Addict Res 20(4):159–166. doi:10.​1159/​000354321 CrossRefPubMed
19.
go back to reference Scharkow M, Festl R, Quandt T (2014) Longitudinal patterns of problematic computer game use among adolescents and adults-a 2-year panel study. Addict Abingdon Engl 109(11):1910–1917. doi:10.1111/add.12662 CrossRef Scharkow M, Festl R, Quandt T (2014) Longitudinal patterns of problematic computer game use among adolescents and adults-a 2-year panel study. Addict Abingdon Engl 109(11):1910–1917. doi:10.​1111/​add.​12662 CrossRef
21.
go back to reference Carli V, Durkee T, Wasserman D, Hadlaczky G, Despalins R, Kramarz E et al (2013) The association between pathological internet use and comorbid psychopathology: a systematic review. Psychopathology 46(1):1–13. doi:10.1159/000337971 CrossRefPubMed Carli V, Durkee T, Wasserman D, Hadlaczky G, Despalins R, Kramarz E et al (2013) The association between pathological internet use and comorbid psychopathology: a systematic review. Psychopathology 46(1):1–13. doi:10.​1159/​000337971 CrossRefPubMed
23.
go back to reference Black DW, Belsare G, Schlosser S (1999) Clinical features, psychiatric comorbidity, and health-related quality of life in persons reporting compulsive computer use behavior. J Clin Psychiatry 60(12):839–844CrossRefPubMed Black DW, Belsare G, Schlosser S (1999) Clinical features, psychiatric comorbidity, and health-related quality of life in persons reporting compulsive computer use behavior. J Clin Psychiatry 60(12):839–844CrossRefPubMed
24.
go back to reference Ha JH, Yoo HJ, Cho IH, Chin B, Shin D, Kim JH (2006) Psychiatric comorbidity assessed in Korean children and adolescents who screen positive for Internet addiction. J Clin Psychiatry 67(5):821–826CrossRefPubMed Ha JH, Yoo HJ, Cho IH, Chin B, Shin D, Kim JH (2006) Psychiatric comorbidity assessed in Korean children and adolescents who screen positive for Internet addiction. J Clin Psychiatry 67(5):821–826CrossRefPubMed
27.
36.
41.
go back to reference Osman A, Kopper BA, Barrios F, Gutierrez PM, Bagge CL (2004) Reliability and Validity of the Beck Depression Inventory-II with adolescent psychiatric inpatients. Psychol Assess 16(2):120–132CrossRefPubMed Osman A, Kopper BA, Barrios F, Gutierrez PM, Bagge CL (2004) Reliability and Validity of the Beck Depression Inventory-II with adolescent psychiatric inpatients. Psychol Assess 16(2):120–132CrossRefPubMed
42.
43.
go back to reference Paykel ES, Myers JK, Lindenthal JJ, Tanner J (1974) Suicidal feelings in the general population: a prevalence study. Br J Psychiatry J Ment Sci 124:460–469CrossRef Paykel ES, Myers JK, Lindenthal JJ, Tanner J (1974) Suicidal feelings in the general population: a prevalence study. Br J Psychiatry J Ment Sci 124:460–469CrossRef
46.
go back to reference Jessor R (2014) Problem Behavior Theory. In: Lerner RM (ed) The developmental science of adolescence: history through autobiography. Psychology Press, New York, pp 239–256 Jessor R (2014) Problem Behavior Theory. In: Lerner RM (ed) The developmental science of adolescence: history through autobiography. Psychology Press, New York, pp 239–256
47.
go back to reference Mentzoni RA, Brunborg GS, Molde H, Myrseth H, Skouverøe KJM, Hetland J et al (2011) Problematic video game use: estimated prevalence and associations with mental and physical health. Cyberpsychol Behav Soc Netw 14(10):591–596. doi:10.1089/cyber.2010.0260 CrossRefPubMed Mentzoni RA, Brunborg GS, Molde H, Myrseth H, Skouverøe KJM, Hetland J et al (2011) Problematic video game use: estimated prevalence and associations with mental and physical health. Cyberpsychol Behav Soc Netw 14(10):591–596. doi:10.​1089/​cyber.​2010.​0260 CrossRefPubMed
49.
go back to reference Coghill D, Sonuga-Barke EJS (2012) Annual research review: categories versus dimensions in the classification and conceptualisation of child and adolescent mental disorders—implications of recent empirical study: Categories and dimensions. J Child Psychol Psychiatry 53(5):469–489. doi:10.1111/j.1469-7610.2011.02511.x CrossRefPubMed Coghill D, Sonuga-Barke EJS (2012) Annual research review: categories versus dimensions in the classification and conceptualisation of child and adolescent mental disorders—implications of recent empirical study: Categories and dimensions. J Child Psychol Psychiatry 53(5):469–489. doi:10.​1111/​j.​1469-7610.​2011.​02511.​x CrossRefPubMed
51.
go back to reference Ko C-H, Wang P-W, Liu T-L, Yen C-F, Chen C-S, Yen J-Y (2014) The bidirectional associations between the family factors and internet addiction among adolescents in a prospective investigation. Psychiatry Clin Neurosci 69(4):192–200. doi:10.1111/pcn.12204 CrossRefPubMed Ko C-H, Wang P-W, Liu T-L, Yen C-F, Chen C-S, Yen J-Y (2014) The bidirectional associations between the family factors and internet addiction among adolescents in a prospective investigation. Psychiatry Clin Neurosci 69(4):192–200. doi:10.​1111/​pcn.​12204 CrossRefPubMed
53.
go back to reference Wartberg L, Aden A, Thomsen M, Thomasius R (2015) Zusammenhänge zwischen familialen Aspekten und pathologischem Internetgebrauch bei Jugendlichen. Z Für Kinder- Jugendpsychiatrie Psychother 43(1):9–19. doi:10.1024/1422-4917/a000328 CrossRef Wartberg L, Aden A, Thomsen M, Thomasius R (2015) Zusammenhänge zwischen familialen Aspekten und pathologischem Internetgebrauch bei Jugendlichen. Z Für Kinder- Jugendpsychiatrie Psychother 43(1):9–19. doi:10.​1024/​1422-4917/​a000328 CrossRef
55.
go back to reference Fischer EH, Dornelas EA, Goethe JW (2001) Characteristics of people lost to attrition in psychiatric follow-up studies. J Nerv Ment Dis 189(1):49–55CrossRefPubMed Fischer EH, Dornelas EA, Goethe JW (2001) Characteristics of people lost to attrition in psychiatric follow-up studies. J Nerv Ment Dis 189(1):49–55CrossRefPubMed
57.
go back to reference Eaton WW, Anthony JC, Tepper S, Dryman A (1992) Psychopathology and attrition in the epidemiologic catchment area surveys. Am J Epidemiol 135(9):1051–1059PubMed Eaton WW, Anthony JC, Tepper S, Dryman A (1992) Psychopathology and attrition in the epidemiologic catchment area surveys. Am J Epidemiol 135(9):1051–1059PubMed
Metadata
Title
A 2-year longitudinal study of prospective predictors of pathological Internet use in adolescents
Authors
Esther Strittmatter
Peter Parzer
Romuald Brunner
Gloria Fischer
Tony Durkee
Vladimir Carli
Christina W. Hoven
Camilla Wasserman
Marco Sarchiapone
Danuta Wasserman
Franz Resch
Michael Kaess
Publication date
01-07-2016
Publisher
Springer Berlin Heidelberg
Published in
European Child & Adolescent Psychiatry / Issue 7/2016
Print ISSN: 1018-8827
Electronic ISSN: 1435-165X
DOI
https://doi.org/10.1007/s00787-015-0779-0

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