Small Effect Size Pada Hubungan Adiksi Internet dengan Prestasi Akademik: Meta analisis

Amanda Meuthia Ramadhanty(1),


(1) Universitas Surabaya

Abstract


Internet addiction has a significant impact on people's lives, including academic achievement among students. This meta-analysis research aims to determine how much of an effect size correlation has on the relationship between internet addiction and academic achievement. This meta-analysis study used 21 literature studies  with quantitative methods that ranged from 2011 to 2021, with a total of 9,981 sample. This meta-analysis uses jamovi as statistical tool. Based on the results of the meta-analysis study, it was known that internet addiction had a negative small effect size correlation on academic achievement (r =-0.19, 95% CI =-0.39 to 0.02). The 21 literature analyzed had a high level of inconsistency of 99%, and no publication bias was found in the study. Based on this, it can be known that internet addiction is not the most influential factor in individual academic achievement.


Keywords


Internet addiction; Meta-anaysis; Academic Achivement

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References


Akhter, N. (2013). Relationship between Internet Addiction and Academic Performance among University Undergraduates. Educational Research and Reviews, 8(19), 1793–1796. https://doi.org/10.5897/ERR2013.1539

Al-Hadraw, H. H. (2018). The Effect of Internet Addiction on the Academic Performance of Undergraduate Nursing Students . Indian Journal of Public Health Research & Development, 9(5), 429–430. https://doi.org/10.5958/0976-5506.2018.00482.5

Ali, Z., Khan, A. M., Tatlah, I. A., Amin, M., Dogar, A. H., & Saleem, K. (2014). School Climate: a Predictor for Students’ Academic Achievement. International Journal of AYER, 3, 71–82. http://www.ayeronline.com

Ambad, S. N. A., Kalimin, K. M., & Yusof, K. M. A. A. K. (2017). The Effect Of Internet Addiction On Students Emotional And Academic Performance. Journal E-Academia, 6(1), 86–98.

Arbabisarjou, A., Charkhat Gorgich, E. A., Barfroshan, S., & Ghoreishinia, G. (2016). The Association of Internet Addiction with Academic Achievement, Emotional Intelligence and Strategies to Prevention of them from Student’s Perspectives. International Journal of Humanities and Cultural Studies, 3(1), 1646–1656. http://www.ijhcs.com/index.php/ijhcs/article/view/1896

Cohen, J. (1988). Statistical power analysis for the behavioral sciences. United Kingdom : John Wiley & Sons Ltd

Erol, O., & Cirak, N. S. (2019). Exploring The Loneliness And Internet Addiction Level Of College Students Based On Demographic Variables. Contemporary Educational Technology, 10(2), 156–172. https://doi.org/10.30935/cet.554488

Ghulami, H. R., Rashid, M., Hamid, A., Ibrahim, M. R., Hikmat, A., & Aziz, H. (2018). Relationship Between Internet Addictions And Academic Performance Among Afghan Universities Students. International Journal of Innovative Research and Scientific Studies, 1(4), 63–72. www.ijirss.com

Higgins, J. P., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring Inconsistency In Knowledgebases. British Medical Journal, 327(2), 557–560. https://doi.org/10.1007/s10844-006-2974-4

Himghaempanah, E., & Karimi, B. (2014). A Study Of Relationship Between Meta-Cognitive Skills ( Wells ) And Internet Addiction With Academic Achievement In Students Of Islamic Azad University , Hamedan branch 2012-2013. European Journal of Experimental Biology, 4(1), 487–493.

Honicke, T., & Broadbent, J. (2016). The Influence Of Academic Self-Efficacy On Academic Performance: A Systematic Review. Educational Research Review, 17, 63–84. https://doi.org/10.1016/j.edurev.2015.11.002

Huang, C. (2018). Social network site use and academic achievement: A meta-analysis. Computers and Education, 119, 76–83. https://doi.org/10.1016/j.compedu.2017.12.010

Ibrahim Khalil, A., Burayk Alharbi, N., Yousef Alhawasawi, H., & Baker Albander, A. (2016). Prevalence of Internet Addiction among Nursing Students and the Association with their Academic Performance and Mental Health. Athens Journal of Health, 3(4), 291–306. https://doi.org/10.30958/ajh.3-4-2

J.N, I., & C.E, O.-K. (2020). Internet Addiction And Academic Performance Of Undergraduate Students Of Alvan Ikoku Federal College Of Education (Aifce) Owerr. Journal Of The Nigerian Academy Of Educatio, 16(2), 306–317.

Javaeed, A., Jeelani, R., Gulab, S., & Ghauri, S. K. (2020). Relationship Between Internet Addiction And Academic Performance Of Undergraduate Medical Students Of Azad Kashmir. Pakistan Journal of Medical Sciences, 36(2), 229–233. https://doi.org/10.12669/pjms.36.2.1061

Jiang, Q. (2014). Internet Addiction Among Young People In China: Internet Connectedness, Online Gaming, And Academic Performance Decrement. Internet Research, 24(1), 2–20. https://doi.org/10.1108/IntR-01-2013-0004

Johnson, J. (2019). Age distribution of internet users worldwide 2019. Diunduh di https://www.statista.com/statistics/272365/age-distribution-of-internet-users-worldwide/tangga; 14 Agustus 2021

Kates, A. W., Wu, H., & Coryn, C. L. S. (2018). The effects of mobile phone use on academic performance: A meta-analysis. Computers and Education, 127(July), 107–112. https://doi.org/10.1016/j.compedu.2018.08.012

Kemp, S. (2019). Digital 2019 : global use accelerates. Diunduh di https://wearesocial.com/blog/2019/01/digital-2019-global-internet-use-accelerates/ tanggal 14 Agustus 2021

Khan, M. A., Alvi, A. A., Shabbir, F., & Rajput, T. A. (2016). Effect Of Internet Addiction On Academic Performance Of Medical Students. Journal of Islamic International Medical College, 11(2), 48–51.

Kheyri, F., Azizifar, A., Valizadeh, R., Veisani, Y., Aibod, S., Fariba, C., & Mohamadian, F. (2019). Investigation The Relationship Between Internet Dependence With Anxiety And Educational Performance Of High School Students ,. Journal of Education and Health Promotion, 8(January), 1–6. https://doi.org/10.4103/jehp.jehp

Kocak, O., Goksu, I., & Goktas, Y. (2021). The Factors Affecting Academic Achievement: A Systematic Review Of Meta Analyses. International Online Journal of Education and Teaching (IOJET), 8(1), 454–484.

Komleh, R. M., Hosseini, A. F., Fata, L., & Mirhosseini, F. (2015). Investigating the Relationship Between Internet Addiction and Academic Achievement of Medical Students ( 2013 ). Iranian Journal of Health, Safety & Environment, 3(2), 528–534.

Koo, K. K., Nyunt, G., & Wang, B. (2021). Who Spends Too Much Time Online? Associated Factors Of Internet Addiction Among International College Students In The United States. Journal of International Students, 11(1), 122–143. https://doi.org/10.32674/jis.v11i1.2063

Leung, L., & Lee, P. S. N. (2012). Impact of Internet Literacy, Internet Addiction Symptoms, and Internet Activities on Academic Performance. Social Science Computer Review, 30(4), 403–418. https://doi.org/10.1177/0894439311435217

Masud, M. M., Ahmed, S., Rahman, M., & Akhtar, R. (2016). Measuring Psychological Effects and Internet Addiction towards Academic Performance of Tertiary Students in Malaysia. International Journal of Research in Business and Technology, 9(1). https://doi.org/10.17722/ijrbt.v9i1.465

Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred Reporting Items For Systematic Reviews And Meta-Analyses: The PRISMA Statement. BMJ (Online), 339(7716), 332–336. https://doi.org/10.1136/bmj.b2535

Novo, A., & Calixto, J. A. (2009). Academic Achievement And/Or Educational Attainment – The Role Of Teacher Librarians In Students’ Future. IASL Annual Conference Proceedings, September 2009, 2–12. https://doi.org/10.29173/iasl7771

Patel, A. J., Patel, A. H., & Anjali, P. (2018). A Study To Assess The Correlation Between Internet Addiction And Academic Performance In Students At Sumandeep Nursing. International Journal of Nursing and Medical Investigation, 3(3), 92–98. https://doi.org/10.31690/ijnmi/33

Petry, N. M. (2015). Behavioral Addictions: DSM-5® and Beyond. New York : Oxford University Press.

Rudakov, V., & Roshchin, S. (2019). The Impact Of Student Academic Achievement On Graduate Salaries: The Case Of A Leading Russian University. Journal of Education and Work, 32(2), 156–180. https://doi.org/10.1080/13639080.2019.1617839

R Core Team (2020). R: A Language and environment for statistical computing. (Version 4.0) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from MRAN snapshot 2020-08-24).

Saraei, F., Ebrahimi, M. E., & Paydar, M. R. Z. (2013). Relationship between Internet Addiction, Mental Health, and Academic Performance among Adolescents 15 to 18 Years Referred to Cafe-Net in Hamedan-Iran. Life Science Journal, 10(1), 1260–1267.

Sharma, P., & Sharma, S. K. (2017). Internet Addiction, Loneliness And Academic Performance Among The Secondary School Students. International Journal of Humanities and Social Sciences, 6(5), 19–24. www.iaset.us

Sunday, O. J., Adesope, O. O., & Maarhuis, P. L. (2021). The effects of smartphone addiction on learning: A meta-analysis. Computers in Human Behavior Reports, 4(June), 100114. https://doi.org/10.1016/j.chbr.2021.100114

The jamovi project (2020). jamovi. (Version 1.6) [Computer Software]. Retrieved from https://www.jamovi.org.

Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software. link, 36, 1-48.

Young, K. S. (1998). Internet Addiction: The Emergence Of A New Clinical Disorder. Cyberpsychology and Behavior, 1(3), 237–244. https://doi.org/10.1089/cpb.1998.1.237

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(August), 299–307. https://doi.org/10.1016/j.chb.2018.08.018




DOI: https://doi.org/10.34007/jehss.v4i3.897

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