Abstract
While problematic Internet use is recognized to be predominant among male adolescents, a female trend is gradually becoming apparent. Our study aimed at investigating the characteristics of female Internet users and distinguishing between the online activities of problematic and regular Internet users’ on school days. Data were retrieved from a cross-sectional survey of a representative sample of 3067 8th graders in the canton of Vaud, Switzerland, that completed an online questionnaire in 2012. Only females were included. Based on the Internet addiction test, the sample was divided into regular (RUs) (IAT < 50, n = 1339) and problematic users (PIUs) (IAT ≥ 50, n = 201). Groups were compared regarding sociodemographic variables, online activities, devices used to access the Internet, substance use, and physical activity. Significant variables were included in a backward logistic regression. At the multivariate level, PIUs were more prone to spend time online for leisure activities (odds ratio [OR] 2.38) and to access the Internet through a smartphone (OR 1.79) or tablet (OR 1.84). PIUs were less likely to be physically active (OR 0.86) and more likely to present poor emotional well-being (OR 2.67) and to smoke (OR 1.88).
Conclusion: A sizeable percentage of female adolescents are problematic Internet users. When performing a comprehensive biopsychosocial assessment, teenagers owning numerous devices to access the Internet, presenting other health-compromising behaviors or poor emotional well-being should be specifically targeted.
What is Known: • Problematic Internet use has been found to be predominant among males. • Specific online activities have been identified as being addictive for young men and women differently. • Problematic Internet use is known to impact in several ways the general health and daily functioning of teenagers. |
What is New: • A sizeable percentage of female adolescents are problematic Internet users. • Tobacco use, poor well-being, as well as compact devices to access the Internet are positively related to problematic Internet use. • In addition to their special interest in online social and communicational activities, female problematic Internet users also reported more online gambling. |
Similar content being viewed by others
Abbreviations
- IAT:
-
Internet addiction test
- PIUs:
-
Problematic Internet users
- RUs:
-
Regular Internet users
References
Barker V (2009) Older adolescents’ motivations for social network site use: the influence of gender, group identity, and collective self-esteem. CyberPsychology Behav 12:209–213. doi:10.1089/cpb.2008.0228
Chen S-K (2012) Internet use and psychological well-being among college students: a latent profile approach. Comput Hum Behav 28:2219–2226. doi:10.1016/j.chb.2012.06.029
Cotten SR (2008) Students’ technology use and the impacts on well-being. New Dir Stud Serv 2008:55–70. doi:10.1002/ss.295
de Wit M, Pouwer F, Gemke RJBJ, Delemarre-van de Waal HA, Snoek FJ (2007) Validation of the WHO-5 Well-Being Index in adolescents with type 1 diabetes. Diabetes Care 30:2003–2006. doi:10.2337/dc07-0447
Derbyshire KL, Lust KA, Schreiber LR, Odlaug BL, Christenson GA, Golden DJ, Grant JE (2013) Problematic Internet use and associated risks in a college sample. Compr Psychiatry 54:415–422. doi:10.1016/j.comppsych.2012.11.003
Durkee T, Kaess M, Carli V, Parzer P, Wasserman C, Floderus B, Apter A, Balazs J, Barzilay S, Bobes J, Brunner R, Corcoran P, Cosman D, Cotter P, Despalins R, Graber N, Guillemin F, Haring C, Kahn JP, Mandelli L, Marusic D, Meszaros G, Musa GJ, Postuvan V, Resch F, Saiz PA, Sisask M, Varnik A, Sarchiapone M, Hoven CW, Wasserman D (2012) Prevalence of pathological Internet use among adolescents in Europe: demographic and social factors. Addiction 107:2210–2222. doi:10.1111/j.1360-0443.2012.03946.x
Frangos CC, Frangos CC, Sotiropoulos I (2011) Problematic Internet use among Greek university students: an ordinal logistic regression with risk factors of negative psychological beliefs, pornographic sites, and online games. Cyberpsychol Behav Soc Netw 14:51–58. doi:10.1089/cyber.2009.0306
Green MC, Hilken J, Friedman H, Grossman K, Gasiewskj J, Adler R, Sabini J (2005) Communication via instant messenger: short- and long-term effects. J Appl Soc Psychol 35:445–462. doi:10.1111/j.1559-1816.2005.tb02130.x
Guan S-SA, Subrahmanyam K (2009) Youth Internet use: risks and opportunities. Curr Opin Psychiatry 22:351–356
Jeong S-H, Fishbein M (2007) Predictors of multitasking with media: media factors and audience factors. Med Psychol 10:364–384. doi:10.1080/15213260701532948
Jessor R (1987) Problem-behavior theory, psychosocial development, and adolescent problem drinking. Br J Addict 82:331–342
Judd T (2014) Making sense of multitasking: the role of Facebook. Comput Educ 70:194–202. doi:10.1016/j.compedu.2013.08.013
Junco R (2013) Inequalities in Facebook use. Comput Hum Behav 29:2328–2336. doi:10.1016/j.chb.2013.05.005
Junco R, Merson D, Salter DW (2010) The effect of gender, ethnicity, and income on college students’ use of communication technologies. Cyberpsychol Behav Soc Netw 13:619–627. doi:10.1089/cyber.2009.0357
Kandel DB, Yamaguchi K, Klein LC (2006) Testing the gateway hypothesis. Addiction 101:470–472. doi:10.1111/j.1360-0443.2006.01426.x
Khazaal Y, Billieux J, Thorens G, Khan R, Louati Y, Scarlatti E, Theintz F, Lederrey J, Van Der Linden M, Zullino D (2008) French validation of the Internet addiction test. Cyberpsychol Behav 11:703–706. doi:10.1089/cpb.2007.0249
Kim JH, Lau CH, Cheuk K-K, Kan P, Hui HLC, Griffiths SM (2010) Brief report: predictors of heavy Internet use and associations with health-promoting and health risk behaviors among Hong Kong university students. J Adolesc 33:215–220. doi:10.1016/j.adolescence.2009.03.012
Kormas G, Critselis E, Janikian M, Kafetzis D, Tsitsika A (2011) Risk factors and psychosocial characteristics of potential problematic and problematic Internet use among adolescents: a cross-sectional study. BMC Public Health 11:595. doi:10.1186/1471-2458-11-595
Kraut R, Kiesler S, Boneva B, Cummings J, Helgeson V, Crawford A (2002) Internet paradox revisited. J Soc Issues 58:49–74. doi:10.1111/1540-4560.00248
Kraut R, Patterson M, Lundmark V, Kiesler S, Mukopadhyay T, Scherlis W (1998) Internet paradox. A social technology that reduces social involvement and psychological well-being? Am Psychol 53:1017–1031
Kuss DJ (2013) Internet gaming addiction: current perspectives. Psychol Res Behav Manag 6:125–137. doi:10.2147/PRBM.S39476
Kuss DJ, Griffiths MD (2011) Online social networking and addiction—a review of the psychological literature. Int J Environ Res Public Health 8:3528–3552
Kuss DJ, Griffiths MD (2012) Internet and gaming addiction: a systematic literature review of neuroimaging studies. Brain Sci 2:347–374
Kuss DJ, Griffiths MD, Binder JF (2013) Internet addiction in students: prevalence and risk factors. Comput Hum Behav 29:959–966. doi:10.1016/j.chb.2012.12.024
Lai C-H, Gwung H-L (2013) The effect of gender and Internet usage on physical and cyber interpersonal relationships. Comp Educ 69:303–309. doi:10.1016/j.compedu.2013.07.009
Lam LT, Peng ZW, Mai JC, Jing J (2009) Factors associated with Internet addiction among adolescents. Cyberpsychol Behav 12:551–555. doi:10.1089/cpb.2009.0036
Leung L (2004) Net-generation attributes and seductive properties of the Internet as predictors of online activities and Internet addiction. CyberPsychology Behav 7:333–348. doi:10.1089/1094931041291303
Li S-M, Chung T-M (2006) Internet function and Internet addictive behavior. Comput Hum Behav 22:1067–1071. doi:10.1016/j.chb.2004.03.030
Muscanell NL, Guadagno RE (2012) Make new friends or keep the old: gender and personality differences in social networking use. Comput Hum Behav 28:107–112. doi:10.1016/j.chb.2011.08.016
Potenza M, Maciejewski P, Mazure C (2006) A gender-based examination of past-year recreational gamblers. J Gambl Stud 22:41–64. doi:10.1007/s10899-005-9002-4
Pujazon-Zazik M, Park MJ (2010) To tweet, or not to tweet: gender differences and potential positive and negative health outcomes of adolescents’ social Internet use. Am J Mens Health 4:77–85. doi:10.1177/1557988309360819
Punamaki RL, Wallenius M, Nygard CH, Saarni L, Rimpela A (2007) Use of information and communication technology (ICT) and perceived health in adolescence: the role of sleeping habits and waking-time tiredness. J Adolesc 30:569–585. doi:10.1016/j.adolescence.2006.07.004
Shaw LH, Gant LM (2002) Users divided? Exploring the gender gap in Internet use. CyberPsychology Behav 5:517–527. doi:10.1089/109493102321018150
Shaw M, Black D (2008) Internet addiction. CNS Drugs 22:353–365. doi:10.2165/00023210-200822050-00001
Sinkkonen H-M, Puhakka H, Meril, auml, inen M (2014) Internet use and addiction among Finnish adolescents (15-19 years), vol 37. vol 2.
Sinkkonen HM, Puhakka H, Merilainen M (2014) Internet use and addiction among Finnish adolescents (15–19 years). J Adolesc 37:123–131. doi:10.1016/j.adolescence.2013.11.008
Thatcher A, Wretschko G, Fridjhon P (2008) Online flow experiences, problematic Internet use and Internet procrastination. Comput Hum Behav 24:2236–2254. doi:10.1016/j.chb.2007.10.008
Tsitsika A, Critselis E, Janikian M, Kormas G, Kafetzis D (2011) Association between Internet gambling and problematic Internet use among adolescents. J Gambl Stud 27:389–400. doi:10.1007/s10899-010-9223-z
Tsitsika AK, Tzavela EC, Janikian M, K Ó, Iordache A, Schoenmakers TM, Tzavara C, Richardson C (2014) Online social networking in adolescence: patterns of use in six European countries and links with psychosocial functioning. J Adolesc Health. doi:10.1016/j.jadohealth.2013.11.010
van den Eijnden RJ, Meerkerk GJ, Vermulst AA, Spijkerman R, Engels RC (2008) Online communication, compulsive Internet use, and psychosocial well-being among adolescents: a longitudinal study. Dev Psychol 44:655–665
van Rooij AJ, Schoenmakers TM, van de Eijnden RJJM, van de Mheen D (2010) Compulsive Internet use: the role of online gaming and other Internet applications. J Adolesc Health 47:51–57. doi:10.1016/j.jadohealth.2009.12.021
Xu J, L-x S, Yan C-h HH, Yang F, Wang L, Kotha SR, L-n Z, X-p L, Zhang J, F-x O, J-s Z, X-m S (2012) Personal characteristics related to the risk of adolescent Internet addiction: a survey in Shanghai, China. BMC Public Health 12:1106
Yoo Y-S, Cho O-H, Cha K-S (2013) Associations between overuse of the Internet and mental health in adolescents. Nurs Health Sci. doi:10.1111/nhs.12086
Funding
The ado@internet.ch study has been financed by the Service of Public Health of the canton of Vaud and by the Swiss National Science Foundation (FNS 105319_140354). The funding bodies had no role in the design and conduct of the study; in the collection, analysis, and interpretation of the data; or in the preparation, review, or approval of the manuscript.
Ethics approval
This study was approved by the Ethics Committee of the canton of Vaud.
Ethical responsibilities of authors
The manuscript has not been published elsewhere for publication or submitted for consideration.
Conflict of interest
The authors declare that they have no conflict of interest.
Authors’ contributions
Claire Piguet (Claire.piguet@chuv.ch) conceptualized and designed the study; coordinated data collection; acquired, analyzed, and interpreted the data; drafted and revised the manuscript; and approved the final version of the manuscript as submitted. André Berchtold (Andre.Berchtold@unil.ch) conceptualized and designed the study, obtained funding, analyzed and interpreted the data, critically revised the manuscript, and approved the final version of the manuscript as submitted. Christina Akre (Christina.Akre@chuv.ch) conceptualized and designed the study, coordinated data collection, critically revised the manuscript, and approved the final version of the manuscript as submitted. Joan-Carles Surís (joan-carles.suris@chuv.ch) conceptualized and designed the study; obtained funding; acquired, analyzed, and interpreted the data; critically revised the manuscript; and approved the final version of the manuscript as submitted.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by Jaan Toelen
Rights and permissions
About this article
Cite this article
Piguet, C., Berchtold, A., Akre, C. et al. What keeps female problematic internet users busy online?. Eur J Pediatr 174, 1053–1059 (2015). https://doi.org/10.1007/s00431-015-2503-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00431-015-2503-y