Rasch stacking analysis of student internet addiction based on gender

Yuda Syahputra(1), Prayitno Prayitno(2), Syahniar Syahniar(3), Hariyani Hariyani(4),
(1) Universitas Negeri Padang  Indonesia
(2) Universitas Negeri Padang  Indonesia
(3) Universitas Negeri Padang  Indonesia
(4) Guidance and Counseling, MTs Negeri 3 Medan  Indonesia

Corresponding Author

DOI : https://doi.org/10.29210/129300

Full Text:    Language : en


Education always experiences change and development under developments in all areas of life. Rapid technological developments make it easier for humans to carry out their daily activities. Technology that is experiencing rapid development is an information technology, one of which is the internet. This study aims to describe differences in internet addiction between male and female students at Universitas Negeri Padang. Sample of this study was 258 students (47 male and 211 female). The analysis technique used is independent of sample t-test combined with a stacking Rasch model. The results of analysis showed that there was no difference in internet addiction between male and female students at Universitas Negeri Padang. Internet addiction of male and female students has no difference, it can see from the ability of students to answer instrument statements are the same this is show by the value of internet addiction (sig =.233), this states p-value> 0.05, which shows there is no significant difference in internet addiction between male and female students. It further states the discussion regarding counseling and guidance services.


internet addiction; rasch stacking; gender


Anand, N., Thomas, C., Jain, P. A., Bhat, A., Thomas, C., Prathyusha, P. V, … Cherian, A. V. (2018). Internet use behaviors, internet addiction and psychological distress among medical college students: A multi centre study from South India. Asian Journal of Psychiatry, 37, 71–77. https://doi.org/10.1016/j.ajp.2018.07.020

Averill, J. R. (1973). Personal control over aversive stimuli and its relationship to stress. Psychological Bulletin, 80(4), 286–303.

Bai, Y. M., Lin, C. C., & Chen, J. Y. (2001). Internet addiction disorder among clients of a virtual clinic. Psychiatric Services, 52(10), 1397.

Basri, A. S. H. (2014). Kecenderungan Internet Addiction Disorder Mahasiswa Fakultas Dakwah Dan Komunikasi Ditinjau Dari Religiositas. Jurnal Dakwah, 15(2), 407–432.

Block, J. J. (2008). Issues for DSM-V: Internet addiction. American Journal of Psychiatry, 165, 306–307.

Brooks, G. A., & Clark, L. (2019). Associations between loot box use, problematic gaming and gambling, and gambling-related cognitions. Addictive Behaviors, 96, 26–34. https://doi.org/10.1016/j.addbeh.2019.04.009

Caplan, S. E. (2003). Preference for online social interaction: A theory of problematic internet use and psychosocial well-being. Communication Research, 30(6), 625–648.

Caplan, S. E. (2007). Relations among loneliness, social anxiety, and problematic Internet use. CyberPsychology and Behavior, 10, 234–242.

Caplan, S. E. (2010). Theory and measurement of generalized problematic internet use: A two-step approach. Computers in Human Behavior, 2006, 1089–1097.

Carli, V., Durkee, T., Wasserman, D., Hadlaczky, G., Despalins, R., & Kramarz, E. (2013). The association between pathological internet use and comorbid psychopathology: a systematic review. Psychopathology, 46, 1–13.

Ceyhan, E., Boysan, M., & Kadak, M. T. (2019). Associations between online addiction attachment style, emotion regulation depression and anxiety in general population testing the proposed diagnostic criteria for internet addiction. Sleep and Hypnosis, 21(2), 123–139. https://doi.org/10.5350/Sleep.Hypn.2019.21.0181

Chang, F.-C., Chiu, C.-H., Chen, P.-H., Chiang, J.-T., Miao, N.-F., Chuang, H.-Y., & Liu, S. (2019). Children’s use of mobile devices, smartphone addiction and parental mediation in Taiwan. Computers in Human Behavior, 93, 25–32. https://doi.org/10.1016/j.chb.2018.11.048

Chin, F., & Leung, C. H. (2018). The concurrent validity of the internet addiction test (iat) and the mobile phone dependence questionnaire (MPDQ). PLoS ONE, 13(6). https://doi.org/10.1371/journal.pone.0197562

Davis, R. A. (2001a). A cognitive-behavioral model of pathological internet use. Computers in Human Behavior, 17, 187–195.

Davis, R. A. (2001b). A cognitive-behavioral model of pathological internet use. Computers in Human Behavior, 17(2), 187–195.

Deimazar, G., Kahouei, M., Forouzan, M., & Skandari, F. (2019). Effects of online social networks on sleep quality, depression rate, and academic performance of high school students. Koomesh, 21(2), 312–317. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064061392&partnerID=40&md5=cf477003f692b654e85cfa25778e4710

Durkee, T., Kaess, M., Carli, V., Parzer, P., Wasserman, C., & Floderus, B. (2012). Prevalence of pathological Internet use among adolescents in Europe: demographic and social factors. Addiction Research and Theory, 107(12), 2210–2222.

Elhai, J. D., Rozgonjuk, D., Yildirim, C., Alghraibeh, A. M., & Alafnan, A. A. (2019). Worry and anger are associated with latent classes of problematic smartphone use severity among college students. Journal of Affective Disorders, 246, 209–216. https://doi.org/10.1016/j.jad.2018.12.047

Hernández, C., Rivera Ottenberger, D., Moessner, M., Crosby, R. D., & Ditzen, B. (2019). Depressed and swiping my problems for later: The moderation effect between procrastination and depressive symptomatology on internet addiction. Computers in Human Behavior, 97, 1–9. https://doi.org/10.1016/j.chb.2019.02.027

Johansson, A., & Götestam, K. G. (2004). Internet addiction: characteristics of an questionnaire and prevalence in Norwegian youth (12–18 years). Scandinavian Journal of Psychology, 45, 223–229.

Kaltiala-Heino, R., Lintonen, T., & Rimpelä, A. (2004). Internet addiction? Potentially problematic use of the Internet in a population of 12–18 year-old adolescents. Addiction Research and Theory, 12(1), 89–96.

Kawyannejad, R., Mirzaei, M., Valinejadi, A., Hemmatpour, B., Karimpour, H. A., Aminisaman, J., … Mohammadi, S. (2019). General health of students of medical sciences and its relation to sleep quality, cell phone overuse, social networks and internet addiction. BioPsychoSocial Medicine, 13(1). https://doi.org/10.1186/s13030-019-0150-7

Kim, H. K., & Davis, K. E. (2009). Toward a comprehensive theory of problematic Internet use: Evaluating the role of self-esteem, anxiety, flow, and the self-rated importance of Internet activities. Computers in Human Behavior, 25, 450–500.

Kumar, N., Kumar, A., Mahto, S. K., Kandpal, M., Deshpande, S. N., & Tanwar, P. (2019). Prevalence of excessive internet use and its correlation with associated psychopathology in 11th and 12th grade students. General Psychiatry, 32(2). https://doi.org/10.1136/gpsych-2018-100001

Kumcağız, H. (2019). Examination of Turkish University Students’ Internet Addiction in Relation to Their Parental Attachment Styles and Sociodemographics. SAGE Open, 9(2). https://doi.org/10.1177/2158244019845946

Levin, M. E., Lee, E. B., & Twohig, M. P. (2019). The Role of Experiential Avoidance in Problematic Pornography Viewing. Psychological Record, 69(1). https://doi.org/10.1007/s40732-018-0302-3

Li, G., Hou, G., Yang, D., Jian, H., & 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

McAlaney, J., Close, E. A., & Ali, R. (2019). Gender differences in attitudes towards prevention and intervention messages for digital addiction. Advances in Intelligent Systems and Computing, Vol. 931, pp. 806–818. https://doi.org/10.1007/978-3-030-16184-2_77

Mitchell, P. (2000). Internet addiction: genuine diagnosis or not? Lancet, 355, 632.

Mubarak, A. R., & Quinn, S. (2019). General strain theory of Internet addiction and deviant behaviour in social networking sites (SNS). Journal of Information, Communication and Ethics in Society, 17(1), 61–71. https://doi.org/10.1108/JICES-08-2016-0024

Mulyati, S., Andini, N., & Primandhika, R. B. (2019). Penerapan kegiatan literasi untuk mengatasi adiksi smartphone pada proses pembelajaran di tingkat SMA. Parole (Jurnal Pendidikan Bahasa Dan Sastra Indonesia), 2(3), 379–384.

Nuraini, T. P., Herawati, E., & KJ, S. (2019). Hubungan Tingkat Adiksi Internet dan Derajat Depresi dengan Prestasi Belajar di SMA Batik 2 Surakarta. Universitas Muhammadiyah Surakarta.

Nursyifa, A. (2019). The Socialization of the Important of Family Roles as Prevention Actions toward the Negative Impact of Technology on Children in the Digital Age [Sosialisasi Peran Penting Keluarga Sebagai Upaya Pencegahan Dampak Negatif Teknologi pada Anak dalam Era Digi. Proceeding of Community Development, 2, 648–657.

Ortiz, R. V, & Garrido, C. C. (2019). Use and abuse of social media by adolescents: A study in Mexico. Pixel-Bit, Revista de Medios y Educacion, (54), 7–28. https://doi.org/10.12795/pixelbit.2019.i54.01

Özdemir, Y., Kuzucu, Y., & Ak, Ş. (2014). Depression, loneliness and Internet addiction: How important is low self-control? Computers in Human Behavior, 34, 284–290. https://doi.org/10.1016/j.chb.2014.02.009

Park, S., Choi, J., Lee, S., Oh, C., Kim, C., La, S., … Suh, B. (2019). Designing a Chatbot for a Brief Motivational Interview on Stress Management: Qualitative Case Study. Journal of Medical Internet Research, 21(4), e12231. https://doi.org/10.2196/12231

Priti, V., & Nidhi, A. (2019). Understanding relationship between internet addiction and emotional intelligence with reference to delhi-ncr region. Indian Journal of Public Health Research and Development, 10(4), 191–196. https://doi.org/10.5958/0976-5506.2019.00688.0

Saputra, M. Z. A. (2019). Pengaruh layanan informasi terhadap adiksi smartphone pada siswa kelas VIII SMP Negeri 1 Gondangrejo tahun pelajaran 2017/2018. MEDIKONS, 4(1).

Shapira, N. A., Goldsmith, T. D., Keck, P. E., J., Khosla, U. M., & McElroy, S. L. (2000). Psychiatric features of individuals with problematic internet use. Journal of Affective Disorders, 57(1), 267–272.

Slater, B. M. D. (2003). Alienation, Aggression, and Sensation Seeking as Predictors of Adolescent Use of Violent Film, Computer, and Website Content. Journal of Communication, 53, 105–121.

Tahiroglu, A. Y., Celik, G. G., Uzel, M., Ozcan, N., & Avci, A. (2008). Internet use among Turkish adolescents. CyberPsychology & Behavior, 11(5), 537–543.

Throuvala, M. A., Griffiths, M. D., Rennoldson, M., & Kuss, D. J. (2019). Motivational processes and dysfunctional mechanisms of social media use among adolescents: A qualitative focus group study. Computers in Human Behavior, 93, 164–175. https://doi.org/10.1016/j.chb.2018.12.012

Tudorel, O. I., Vintilă, M., Vlaicu, L., Bălăuță, D., Goian, C., & Rusu, A. (2019). Romanian Version of the Internet Addiction Test: Psychometric Properties and Cross-Gender Invariance. International Journal of Mental Health and Addiction, 17(2), 234–246. https://doi.org/10.1007/s11469-018-0014-6

Utami, A. N. (2019). Dampak negatif adiksi penggunaan smartphone terhadap aspek-aspek akademik personal remaja. Perspektif Ilmu Pendidikan, 33(1), 1–14.

Wang, H., Sun, Y., Lv, J., & Bo, S. (2019). Random topology organization and decreased visual processing of internet addiction: Evidence from a minimum spanning tree analysis. Brain and Behavior, 9(3). https://doi.org/10.1002/brb3.1218

Yam, C.-W., Pakpour, A. H., Griffiths, M. D., Yau, W.-Y., Lo, C.-L. M., Ng, J. M. T., … Leung, H. (2019). Psychometric Testing of Three Chinese Online-Related Addictive Behavior Instruments among Hong Kong University Students. Psychiatric Quarterly, 90(1), 117–128. https://doi.org/10.1007/s11126-018-9610-7

Yfanti, T., Zygouris, N. C., Chondropoulos, I., & Stamoulis, G. I. (2020). Internet Addiction and Anxiety Among Greek Adolescents: An Online Survey. Advances in Intelligent Systems and Computing, Vol. 916, pp. 813–823. https://doi.org/10.1007/978-3-030-11932-4_75

Young, K. S. (1998). Internet addiction: the emergence of a new clinical disorder. Cyberpsychology and Behavior, 1(3), 237–244.

Young, K. S., & Rogers, R. C. (1998). The relationship between depression and internet addiction. CyberPsychology and Behavior, 1, 25–28.

Zhai, B., Li, D., Jia, J., Liu, Y., Sun, W., & Wang, Y. (2019). Peer victimization and problematic internet use in adolescents: The mediating role of deviant peer affiliation and the moderating role of family functioning. Addictive Behaviors, 96, 43–49. https://doi.org/10.1016/j.addbeh.2019.04.016

Zhang, Y., Qin, X., & Ren, P. (2018). Adolescents’ academic engagement mediates the association between Internet addiction and academic achievement: The moderating effect of classroom achievement norm. Computers in Human Behavior, 89, 299–307. https://doi.org/10.1016/j.chb.2018.08.018

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