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Identification and Characterization of Adolescent Internet User’s Profiles

Published online by Cambridge University Press:  14 July 2015

Antonio Rial*
Affiliation:
Universidad de Santiago de Compostela (Spain)
Patricia Gómez
Affiliation:
Universidad de Santiago de Compostela (Spain)
Eduardo Picón
Affiliation:
Universidad de Santiago de Compostela (Spain)
Teresa Braña
Affiliation:
Universidad de Santiago de Compostela (Spain)
Jesús Varela
Affiliation:
Universidad de Santiago de Compostela (Spain)
*
*Correspondence concerning this article should be addressed to Prof. Dr. Antonio Rial Boubeta. Department of Organizational and Legal- Forensic Psychology, and Methodology of Behavioral Sciences. Universidad de Santiago de Compostela. Faculty of Psychology. Calle Xosé María Suárez Núñez. Campus Vida. 15782. Santiago de Compostela (Spain). E-mail address: antonio.rial.boubeta@usc.es

Abstract

The percentages of adolescent Internet use in general terms have been measured for nearly two decades now; however, it might be thought that not every teenager behaves online in the same way. This study aims to identify the different types or profiles of adolescents and to characterize them from an attitudinal, behavioral and socio-demographic viewpoint. A questionnaire was applied to a representative sample of 2,339 Compulsory Secondary School students (M = 13.77 years old) from Galicia (a North-Western region of Spain) for this purpose. A two-stage cluster analysis, based on the response pattern in relation to their attitudes toward Internet, was carried out. Four different segments with specific characteristics were identified: the first steppers, the trainees, the sensible users, and the heavy users. Besides the relevance of descriptive data, these results are of particular interest at an applied level, because they could lead to a better fit of programs to prevent risky behaviors and problematic Internet use in adolescents.

Type
Research Article
Copyright
Copyright © Universidad Complutense de Madrid and Colegio Oficial de Psicólogos de Madrid 2015 

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References

Aboujaoude, E. (2010). Problematic Internet use: An overview. World Psychiatry, 9, 8590.Google Scholar
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179211. http://dx.doi.org/10.1016/0749-5978(91)90020-T Google Scholar
American Psychiatric Association (APA). (2013). Diagnostic and Statistical Manual of Mental Disorders. Fifth edition. Washington, DC: American Psychiatric Publishing.Google Scholar
Aslanidou, S., & Menexes, G. (2008). Youth and the internet: Uses and practices in the home. Computers & Education, 51, 13751391. http://dx.doi.org/10.1016/j.compedu.2007.12.003 Google Scholar
Babor, T. F., Kranzler, H. R., & Lauerman, R. J. (1989). Early detection of harmful alcohol consumption: Comparison of clinical, laboratory, and self-report screening procedures. Addictive Behaviors, 14, 139157. http://dx.doi.org/10.1016/0306-4603(89)90043-9 CrossRefGoogle ScholarPubMed
Brandtzæg, P. B. (2010). Towards a unified Media-User Typology (MUT): A meta-analysis and review of the research literature on media-user typologies. Computers in Human Behavior, 26, 940956. http://dx.doi.org/10.1016/j.chb.2010.02.008 CrossRefGoogle Scholar
Burns, R. B., & Burns, R. A. (2009). Business Research Methods and Statistics Using SPSS. Thousand Oaks, CA: Sage.Google Scholar
Caplan, S. E. (2002). Problematic Internet use and psychosocial well-being: Development of a theory-based cognitive-behavioral measurement instrument. Computers in Human Behavior, 18, 553575. http://dx.doi.org/10.1016/S0747-5632(02)00004-3 Google Scholar
Chen, S. H., Weng, L. C., Su, Y. J., Wu, H. M., & Yang, P. F. (2003). Development of Chinese Internet Addiction Scale and its psychometric study. Chinese Journal of Psychology, 45, 279294.Google Scholar
Chen, S.-Y., & Tzeng, J.-Y. (2010). College female and male heavy internet users’ profiles of practices and their academic grades and psychosocial adjustment. Cyberpsychology, Behavior, and Social Networking, 13, 257262. http://dx.doi.org/10.1089/cyber.2009.0023 CrossRefGoogle ScholarPubMed
Cheng, C., & Li, A. Y. -L. (2014). Internet addiction prevalence and quality of (real) life: A meta-analysis of 31 nations across seven world regions. Cyberpsychology, Behavior, and Social Networking, 17, 755760. http://dx.doi.org/10.1089/cyber.2014.0317 Google Scholar
Choi, K., Son, H., Park, M., Han, J., Kim, K., Lee, B., & Gwak, H. (2009). Internet overuse and excessive daytime sleepiness in adolescents. Psychiatry and Clinical Neurosciences, 63, 455462. http://dx.doi.org/10.1111/j.1440-1819.2009.01925.x Google Scholar
Chou, C., Condron, L., & Belland, J. C. (2005). A review of the research on internet addiction. Educational Psychology Review, 17, 363388. http://dx.doi.org/10.1007/s10648-005-8138-1 CrossRefGoogle Scholar
Demetrovics, Z., Szeredi, B., & Rózsa, S. (2008). The three-factor model of Internet addiction: The development of the Problematic Internet Use Questionnaire. Behavior Research Methods, 40, 563574. http://dx.doi.org/10.3758/BRM.40.2.563 Google Scholar
Durkee, T., Kaess, M., Carli, V., Parzer, P., Wasserman, C., Floderus, B., … Waserman, D. (2012). Prevalence of pathological internet use among adolescents in Europe: Demographic and social factor. Addiction, 107, 22102222. http://dx.doi.org/10.1111/j.1360-0443.2012.03946.x Google Scholar
European Commission. (2012). Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the regions: European Strategy for a Better Internet for Children. Brussels, Belgium: Author. Retrieved from http://ec.europa.eu/information_society/newsroom/cf/dae/document.cfm?doc_id=2170 Google Scholar
Gámez-Guadix, M. (2014). Depressive symptoms and problematic Internet use among adolescents: Analysis of the longitudinal relationships from the cognitive–behavioral model. Cyberpsychology, Behavior, and Social Networking, 17, 714719. http://dx.doi.org/10.1089/cyber.2014.0226 Google Scholar
Gómez, P., Rial, A., Braña, T., Varela, J., & Barreiro, C. (2014). Evaluation and early detection of problematic Internet use in adolescents. Psicothema, 26, 2126. http://dx.doi.org/10.7334/psicothema2013.109 Google Scholar
Greenfield, D. N. (1999). Psychological characteristics of compulsive Internet use: A preliminary analysis. CyberPsychology & Behavior, 2, 403412. http://dx.doi.org/10.1089/cpb.1999.2.403 CrossRefGoogle ScholarPubMed
Haberman, S. J. (1973). The analysis of residuals in cross-classified tables. Biometrics, 29, 205220. http://dx.doi.org/10.2307/2529686 Google Scholar
Hair, J. F., & Black, W. C. (2002). Cluster analysis. In Grimm, L. G. & Yarnold, P. R. (Eds.), Reading and understanding more multivariate statistics (pp. 147205). Washington, DC: American Psychological Association.Google Scholar
Hill, W. W., Beatty, S. E., & Walsh, G. (2013). A segmentation of adolescent online users and shoppers. Journal of Services Marketing, 27, 347360. http://dx.doi.org/10.1108/JSM-10-2011-0157 Google Scholar
Ho, R. C., Zhang, M. W., Tsang, T. Y., Toh, A. H., Pan, F., Lu, Y., … Mak, K. K. (2014). The association between Internet addiction and psychiatric co-morbidity: A meta-analysis. BMC psychiatry, 14, 183. http://dx.doi.org/10.1186/1471-244X-14-183 Google Scholar
Huang, G. C., Unger, J. B., Soto, D., Fujimoto, K., Pentz, M. A., Jordan-Marsh, M., & Valente, T. W. (2014). Peer influences: The impact of online and offline friendship networks on adolescent smoking and alcohol use. Journal of Adolescent Health, 54, 508514. http://dx.doi.org/10.1016/j.jadohealth.2013.07.001 Google Scholar
King, D. L., & Delfabbro, P. H. (2014). Internet gaming disorder treatment: A review of definitions of diagnosis and treatment outcome. Journal of Clinical Psychology, 70, 942955. http://dx.doi.org/10.1002/jclp.22097 Google Scholar
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, 595602. http://dx.doi.org/10.1186/1471-2458-11-595 Google Scholar
Lee, S. (2010). Analysis of college students’ online life-styles and their psychological profiles in South Korea. Cyberpsychology, Behavior, and Social Networking, 13, 701704.Google Scholar
Li, N., & Kirkup, G. (2007). Gender and cultural differences in Internet use: A study of China and the UK. Computers & Education, 48, 301317. http://dx.doi.org/10.1016/j.compedu.2005.01.007 Google Scholar
Lin, C.-H., & Yu, S.-F. (2008). Adolescent internet usage in Taiwan: Exploring gender differences. Adolescence, 43, 317331.Google Scholar
Livingstone, S., Haddon, L., Görzig, A., & Ólafsson, K. (2011). Risks and safety on the internet: The perspective of European children. Full Findings. LSE, London, UK: EU Kids Online.Google Scholar
Madden, M., Lenhart, A., Duggan, M., Cortesi, S., & Gasser, U. (2013). Teens and Technology 2013. Washington, DC: Pew Research Center’s Internet & American Life Project. Retrieved from http://www.pewinternet.org/∼/media//Files/Reports/2013/PIP_TeensandTechnology2013.pdf Google Scholar
Mak, K. K., Lai, C. M., Watanabe, H., Kim, D. I., Bahar, N., Ramos, M., … Cheng, C. (2014). Epidemiology of Internet behaviors and addiction among adolescents in six Asian countries. Cyberpsychology, Behavior, and Social Networking, 17, 720728. http://dx.doi.org/10.1089/cyber.2014.0139 Google Scholar
Mooi, E., & Sarstedt, M. (2011). A concise guide to market research. Berlin, Alemania: Springer-Verlag.CrossRefGoogle Scholar
Morahan-Martin, J., & Schumacher, P. (2000). Incidence and correlates of pathological Internet use among college students. Computers in Human Behavior, 16, 1329. http://dx.doi.org/10.1016/S0747-5632(99)00049-7 Google Scholar
Moreno, M. A., Jelenchick, L., Cox, E., Young, H., & Christakis, D. A. (2011). Problematic internet use among US youth: A systematic review. Archives of Pediatrics & Adolescent Medicine, 165, 797805. http://dx.doi.org/10.1001/archpediatrics.2011.58 CrossRefGoogle ScholarPubMed
Muñoz-Rivas, M. J., Fernández, L., & Gámez-Guadix, M. (2010). Analysis of the indicators of pathological internet use in Spanish university students. The Spanish Journal of Psychology, 13, 697707. http://dx.doi.org/10.1017/S1138741600002365 Google Scholar
National Statistics Institute. (2014). Survey on the equipment and use of Information and Communication Technologies (ICT-H) in Households. Madrid, Spain: INE.Google Scholar
Ólafsson, K., Livingstone, S., & Haddon, L. (2013). Children’s use of online technologies in Europe. A review of the European evidence base LSE. London, UK: EU Kids Online.Google Scholar
Petry, N. M., Rehbein, F., Gentile, D. A., Lemmens, J. S., Rumpf, H. -S., Möβle, T., … O’Brien, C. P. (2014). An international consensus for assessing internet gaming disorder using the new DSM-5 approach. Addiction, 109, 1399–406. http://dx.doi.org/10.1111/add.12457 CrossRefGoogle ScholarPubMed
Rahmani, S., & Lavasani, M. G. (2011). The relationship between Internet dependency with sensation seeking and personality. Procedia - Social and Behavioral Sciences, 30, 272277. http://dx.doi.org/10.1016/j.sbspro.2011.10.054 Google Scholar
Rial, A., Gómez, P., Braña, T., & Varela, J. (2014). Actitudes, percepciones y uso de Internet y las redes sociales entre los adolescentes de la comunidad gallega (España) [Attitudes, perceptions and Internet and social networks use among Galician (Spain) teens]. Anales de Psicología, 30, 642655. http://dx.doi.org/10.6018/analesps.30.2.159111 CrossRefGoogle Scholar
Roberts, D. F., Foehr, U. G., Rideout, V. J., & Bordi, M. (2004). Kids and media in America. New York, NY: Cambridge University Press.Google Scholar
Smahel, D., Helsper, E., Green, L., Kalmus, V., Blinka, L., & Ólafsson, K. (2012). Excessive Internet use among European children. London, UK: EU Kids Online, London School of Economics & Political Science.Google Scholar
Snodgrass, J. G., Dengah, H. J. F. II, Lacy, M. G., & Fagan, J. (2013). A formal anthropological view of motivation models of problematic MMO play: Achievement, social, and immersion factors in the context of culture. Transcultural Psychiatry, 50, 235262. http://dx.doi.org/10.1177/1363461513487666 CrossRefGoogle ScholarPubMed
Spada, M. M. (2014). An overview of problematic Internet use. Addictive Behaviors, 39, 36. http://dx.doi.org/10.1016/j.addbeh.2013.09.007 Google Scholar
Statistisches Bundesamt. (2012). Use of information technologies. Wiesbaden, Germany: Author.Google Scholar
Thatcher, A., & Goolam, S. (2005). Development and psychometric properties of the Problematic Internet Use Questionnaire. South African Journal of Psychology, 35, 793809. http://dx.doi.org/10.1177/008124630503500410 CrossRefGoogle Scholar
Tsitsika, A., Tzavela, E., Mavromati, F., & EU NET ADB Consortium (Eds.), (2012). Research on Internet addictive behaviors among European adolescents. Athens, Greece: National and Kapodestrian University of Athens.Google Scholar
Winters, K. C., Stinchfield, R. D., Henly, G. A., & Schwartz, R. H. (1990). Validity of adolescent self-report of alcohol and other drug involvement. International Journal of the Addictions, 25, 13791395. http://dx.doi.org/10.3109/10826089009068469 Google Scholar
Yang, C. Y., Sato, T., Yamawaki, N., & Miyata, M. (2013). Prevalence and risk factors of problematic Internet use: A cross-national comparison of Japanese and Chinese university students. Transcultural Psychiatry, 50, 263279. http://dx.doi.org/10.1177/1363461513488876 CrossRefGoogle ScholarPubMed
Ybarra, M. L., Alexander, C., & Mitchell, K. J. (2005). Depressive symptomatology, youth Internet use, and online interactions: A national survey. Journal of Adolescent Health, 36, 918. http://dx.doi.org/10.1016/j.jadohealth.2003.10.012 Google Scholar
Young, K. S. (1996, August). Internet addiction: The emergence of a new clinical disorder. Paper presented at the 104 th annual meeting of the American Psychological Association. Toronto, Canada.Google Scholar
Young, K. S. (1998). Caught in the Net: How to recognize the signs of internet addiction and a winning strategy for recovery. New York, NY: John Wiley & Sons, Inc.Google Scholar