Identification of Internet Addiction of Online Gamers and Non-gamers in Jakarta Internet Cafés Through the Hybrid of Ethnographic Approach and Genetic Algorithm Method
DOI:
https://doi.org/10.18502/kss.v3i11.2766Abstract
The aims of this Hybrid approach are to analyse and predict types of internet users in Indonesia. This study uses online-based participant observation method to collect its primary data and then proceed to assess it with the genetic algorithm analysis method. The data of ethnographic approach was analysed using thematic analysis. Findings were corroborated by the algorithm analysis. Through the combination of Ethnographic approach and Genetic Algorithm analysis, the results of this study show that internet addiction significantly influences by the types of internet users.
Keywords: Genetic Algorithm, Ethnographic, internet-based analysis
References
Widyanto, L.; Griffiths, M., ”’Internet Addiction’: A Critical Review”. International Journal of Mental Health and Addiction. Springer Science,2006
Liu, Chuang-Chun., I-Cheng Chang. (2016). Model of online game addiction: the role of computer-mediated communication motives. Telematics and Informatics. Vol 33, hlm 904-915
Griffiths, International Journal of Mental Health and Addiction2010
Wood, Richard T.A. (2008). Problems with the concept of video game “addiction”: some case study examples. Int J Ment Health Addiction. Vol 6, hlm 169-178
Brewer, John D. (2000). Ethnography. Berkshire: Open University Press.
Mulyana, Deddy., Solatun. (2008). Metode Penelitian Kualitatif. Contoh-contoh penelitian kualitatif dengan Pendekatan Praktis. Bandung : Remaja Rosdakarya
Chiang L. H., and Pell R. J, “Genetic Algorithms Combined with Discriminant Analysis for Key Variable Identification”, Journal of Process Control 14, 143-155 (2004).
Chennakesava Reddy A and Sundararajan S,” Influences of ageing, inclusions and voids on the ductile fracture mechanism of commercial Al-alloys”, J. Bull. Material Sci. 28(1), 101-105,2005
Charlton, J.P., I.D.W Danforth. (2006). Distinguishing addiction and high engagement in the context of online game playing. Computers in Human Behavior, article in press
Gentile, D. (2009). Pathological Video Game Use Among Youth Ages 8 to 18: A National Study. Psychological Science, 20(5), 594–602. Retrieved from http://www. jstor.org/stable/40575069
Lemos, Igor Lins., Adriana Cardoso., Everton Botelho Sougey. (2016). Validity and realibility assessment of the brazilian version of the game addiction scale (GAS). Comprehensive Psychiatry. Vol 67, hlm 19-25.
Weng, Chuan-Bo., Ruo-Bing Qian., Xian-Ming Fu., et al. (2013). Gray Matter and White Matter abnormalities in online game addiction. European Journal of Radiology. Vol 82, hlm 1308-1312
Grüsser, S. M., R. Thalemann dan M. D. Griffiths. (2005). “Excessive computer game playing: evidence for addiction and aggression?” dalam Cyberpsychology & Behavior, 10:290–292.
Sammis, Jeffery. (2008). Video game addiction & depression rates among online video game players. Wright Institute
Oggins, Jean., Jeffrey Sammis. (2012). Notions of Video Game Addiction and Their Relation to Self-Reported Addiction Among Players of World of Warcraft. Int J Ment Health Addiction. Vol 10, hlm210–230
Kuss, D. J. (2013). Internet gaming addiction: current perspectives. Psychology Research and Behavior Management, 6, 125–137. http://doi.org/10.2147/PRBM. S39476
Kowert, Rachel. (2015). Video Games and Social Competence. Routledge Advances in Game Studies. Taylor & Francis.
Hussain, Zaheer., Glenn A. Williams., Mark D. Griffiths. (2015). An exploratory study of the association between online gaming addiction and enjoyment motivations for playing massively multiplayer online role-playing games. Computers in Human Behavior. Vol 50, hlm 221-230
Chen, Chen., Louis Leung. (2015). Are you addicted to candy crush saga? An exploratory study linking psychological factors to mobile social game addiction. Telematics and Informatics
Park, Yangil., Jeng-Chung V. Chen. (2007). In search of factors to online game addiction and its implications. Journal of International Technology and Information Management. Vol 16
Langley, Alex B.S. (2010). Correlates of video game addiction. University of North Texas.
Keser, Hafize., Necmi Esgi. (2012). An analysis of self-perceptions of elementary school students in terms of computer game addiction. Procedia-Social and Behavioral Sciences. Vol 46, hlm 247-251
McBroom, Evan S.(2013). An examination of correlates of video game and internet addiction. University of Toledo
Sul, Sooyoung. (2015). “Determinants of Internet Game Addiction and Therapeutic Role of Family Leisure Participation,” dalam Phenom Macrocycl Chem. 82:271-278.
Toker, Sacip., Meltem Huri Baturay. (2016). Antecedents and consequences of game addiction. Computers and Human Behavior. Vol 55, hlm 668-679
Loton, Daniel., Erika Borkoles., Dan Lubman., Remco Polman. (2015). Video Game Addiction, Engagement and Symptoms of Stress, Depression and Anxiety: The Mediating Role of Coping. Int J Ment Health Addiction
Xu, Z., Turel, O., & Yuan, Y. (2012). Online game addiction among adolescents: Motivation and prevention factors. European Journal of Information Systems,21(3), 321340.doi:http://dx.doi.org/10.1057/ejis.2011.56
Han, Doug Hyun.,In Kyoon Lyoo., Perry F. Renshaw. (2012). Differential regional gray matter volumes in patients with on-line game addiction and professional gamers. Journal of Psychiatric Research. Vol 46, hlm 507-515
Vaisman, Zohar. (2012). A cognitive-behavioral therapy model for the tratment of online video game addiction. University of Chicago
Jager, Susanne., Kai W Müller., Christian Ruckes., Tobias Wittig., et al. (2012). Effects of a manualized short-term treatment of internet and computer game addiction (STICA): study protocol for a randomized controlled trial. Jäger et al. Vol 13, hlm 43
Graham, Joseph M. Jr. (2014). Narrative therapy for treating video game addiction. Int J Ment Health Addiction. Vol 12. hlm 701-707
Yu, Jin-Hui.,Tai-Young Park. (2016). Family therapy for an adult child experiencing bullying and game addiction: an application of bowenianand MRI theories. Contemp Fam Ther
Ream, Geoffrey L., Luther C. Elliot., Elloise Dunlap. (2011). Playing video games while using or feeling the effects of substances: associations with substance use problems. Public Health. Vol G keepers. (1990). A phatological preoccupation with video games. Journal of the American Academy of Child and Adolescent Psychiatry. Vol. 29 (1), hlm 49-50
Weng, Chuan-Bo., Ruo-Bing Qian., Xian-Ming Fu., et al. (2013). Gray Matter and White Matter abnormalities in online game addiction. European Journal of Radiology. Vol 82, hlm 1308-1312
Hyun, Gi Jung., Goug Hyun Han., Young Sik Lee., Kyoung Doo Kang., et al. (2015). Risk factors associated with online game addiction: a hierarchical model. Computers in Human Behavior. Vol 48, hlm 706-713
Han, Doug Hyun.,In Kyoon Lyoo., Perry F. Renshaw. (2012). Differential regional gray matter volumes in patients with on-line game addiction and professional gamers. Journal of Psychiatric Research. Vol 46, hlm 507-515
Shiue, Ivy. (2015). Self and environmental exposures to drinking, smoking, gambling or video game addiction are associated with adult hypertension, heart and cerebrovascular diseases, allergy, self-rated health and happiness: japanese general social survey, 2010. International Journal of Cardiology. Vol 181, hlm 403- 412
Cheung, L.M., & Wong, W.S. (2011). The Effects of Insomnia and Internet Addiction on depression in Hongkong Chinese adolescents. An Explanatory Cross-sectional analysis. Journal of Sleep Research, 20(2), 311-317.
Jap, T., Tiatri, S., Jaya, E. S., & Suteja, M. S. (2013). The development of Indonesian online game addiction questionnaire. PLoS One, 8(4) doi:http://dx.doi.org/10.1371/ journal.pone.0061098Kim, Eun Joo., Kee Namkoong., Taeyun Ku., Se Joo Kim. (2008). The relationship between online game addictionand aggression, self-control and narcisstic personality traits. European Psychiatry. Vol 23, hlm 212-218
Lee, Zach W.Y., Christy M.K. Cheung., Tommy K.H. Chan. (2015). Massively multiplayer online game addiction : instrument development and validation. Information & Management. Vol 52, hlm 413-430
Petry, M. Nancy., Charles, O.Brien. (2013). Internet gaming disorder adn the DSM 5. Society for The Study of Addiction. Vol. 108, Issue 7 hlm. 1186-1187
Gaetan, S., A. Bonnet, V. Brejard, F. Cury. (2014). French validation of the 7-item game addiction scale for adolescents. Revue Europeene de Psychologie Appliquee. Vol 64, hlm 161-168
Lemos, Igor Lins., Adriana Cardoso., Everton Botelho Sougey. (2016). Validity and realibility assessment of the brazilian version of the game addiction scale (GAS). Comprehensive Psychiatry. Vol 67, hlm 19-25
Mulyana, Deddy., Solatun. (2008). Metode Penelitian Kualitatif. Contoh-contoh penelitian kualitatif dengan Pendekatan Praktis. Bandung : Remaja Rosdakarya
Mulyana, Deddy., Solatun. (2008). Metode Penelitian Kualitatif. Contoh-contoh penelitian kualitatif dengan Pendekatan Praktis. Bandung : Remaja Rosdakarya
(Charlton 2002; Charlton and Danforth 2007)
Granic,
(Grusser, 2007; Sammis, 2008; Oggins, 2010; Dhiraj, 2013; Kowert, 2015; Hussain, 2015; Chen, 2015);
(Park, 2007; Langley, 2010; Kesser, 2012; McBroom, 2013; Sul, 2015; Toker, 2015; Lotton, 2015);
(Ream, 2011; Weng, 2012; Hyun, 2010; Han, 2012; Shiue, 2015);
(Cheung&Wong, 2011; Jap, 2013; Lee, 2013; Petry, 2013; Gaetan, 2014; Lemos, 2016).
Ayinla A. S Adekunle B.K, “An overview and Application of Discriminant Analysis in Data “ Journal of Mathematics (IOSR-JM), 12-15 (2015).
Gen, M., dan Cheng, R., 2000. Genetic Algorithms and Engineering Optimization.Canada : John Wiley & Son Inc.
Seputra, Yulius Eka Agung, “Pintar Pemrograman C#”, Face Recognition and Genetic Algoritm, Mediakom, 2013
