The Impact of Smartphone Addiction on Learning Outcomes Between Male and Female University Students

  • Fitri Yanti Pendidikan Ekonomi, Universitas Negeri Yogyakarta, Indonesia
  • Tony Wijaya Pendidikan Ekonomi, Universitas Negeri Yogyakarta, Indonesia
  • Maimun Sholeh Pendidikan Ekonomi, Universitas Negeri Yogyakarta, Indonesia


This study analyzed the impact of smartphone addiction on learning outcomes between males and females on learning outcomes. Several studies have analyzed the effects of smartphone addiction on student learning effectiveness. However, there are a lot of gaps in these studies, such as the selected sample, in which all the respondents are assumed to belong to a gender group. In this work, we categorize each respondent, based on gender, into male and female. 500 students from public and private universities in Indonesia participated in this study. The independent-sample t-test, linear correlation, and regression analysis determined the result. It was found that smartphone addiction had a significant negative correlation with learning outcomes in male students and no significant correlation in female students. Male students’ smartphone addiction had a higher effect on learning outcomes than females, with a percentage of 33.7%. This study contributes to improving the gender perspective on learning issues.


Abbasi, G.A., Jagaveeran, M., Goh, Y.N., & Tariq, B. (2021). The Impact of the Type of Content Use on Smartphone Addiction and Academic Performance: Physical Activity as Moderator. Technology in Society, 64, 101521.
Alhazmi, A.A., Alzahrani, S.H., Baig, M., & Salawati, E.M. (2018). Prevalence and Factors Associated with Smartphone Addiction among Medical Students at King Abdulaziz University, Jeddah. Pakistan Journal of Medical Sciences, 34(4), 984-988. 10.12669/pjms.344.15294.
Anis, M.Z.A., Putro, H.P.N., Susanto, H., & Hastuti, K.P. (2020). Historical Thinking Model in Achieving Cognitive Dimension of Indonesian History Learning. PalArch's Journal of Archaeology of Egypt/ Egyptology, 17(7), 7894-7906.
Ansori, A., & Juliansyahzen, M. I. (2022). The contestation of the family law discourse in the digital Age: Islam, state, and gender. Samarah : Jurnal Hukum Keluarga Dan Hukum Islam, 6(1), 244.
Arnani, N.P.R., & Husna, F.H. (2021). Perbedaan Kecenderungan Adiksi Gadget Siswa Sekolah Dasar Ditinjau Dari Jenis Kelamin. Psycho Idea, 19(1), 57-64. https//
Arslan, N., & Kiper, A. (2018). Self-Disclosure and Internet Addiction. Malaysian Online Journal of Educational Technology, 6(1), 56-63.
Arthy, C.C., Effendy, E., Amin, M.M., Loebis, B., Camellia, V., & Husada, M. S. (2019). Indonesian Version of Addiction Rating Scale of Smartphone Usage Adapted from Smartphone Addiction Scale-Short Version (SAS-SV) in Junior High School. Open Access Macedonian Journal of Medical Sciences, 7(19), 3235.
Basri, B., Sari, R., Nazar, M., & Putra, A. (2022). Acehnese Women’s Move in Academic Leadership in 2020. Jurnal Ilmiah Peuradeun, 10(1), 251-266.
Buctot, D.B., Kim, N., & Kim, J. (2020). Factors Associated with Smartphone Addiction Prevalence and its Predictive Capacity for Health-Related Quality of Life among Filipino Adolescents. Children and Youth Services Review, 110, 104758.
Bull, P., & McCormick, C. (2012). Mobile Learning: Integrating Text Messaging into a Community College Pre-Algebra Course. International Journal on E-learning, 11(3), 233-245.
Cash, H., Rae, C.D., Steel, A.H., & Winkler, A. (2012). Internet Addiction: A Brief Summary of Research and Practice. Current Psychiatry Reviews, 8(4), 292-298.
Chaudhury, P., & Tripathy, H. K. (2018). A Study on the Impact of Smartphone Addiction on Academic Performance. International Journal of Engineering & Technology, 7(2.6), 50-53.
Chen, I.H., Pakpour, A.H., Leung, H., Potenza, M.N., Su, J.A., Lin, C.Y., & Griffiths, M.D. (2020). Comparing Generalized and Specific Problematic Smartphone/Internet Use: Longitudinal Relationships Between Smartphone Application-Based Addiction and Social Media Addiction and Psychological Distress. Journal of Behavioral Addictions, 9(2), 410-419.
Choi, S.W., Kim, D.J., Choi, J.S., Ahn, H., Choi, E.J., Song, W.Y., & Youn, H. (2015). Comparison of Risk and Protective Factors Associated with Smartphone Addiction and Internet Addiction. Journal of Behavioral Addictions, 4(4), 308-314.
Derevensky, J., Marchica, L., Gilbeau, L., & Richard, J. (2022). Behavioral Addictions in Children: A Focus on Gambling, Gaming, Internet Addiction, and Excessive Smartphone Use. In Handbook of Substance Misuse and Addictions: From Biology to Public Health (pp. 1-25). Cham: Springer International Publishing.
Destiana, D. (2019, February). Pengaruh Teknologi Informasi Berbasis Android (Smartphone) dalam Pendidikan Industry 4.0. In Prosiding Seminar Nasional Program Pascasarjana Universitas PGRI Palembang, 12, (01), 190-197.
Durak, H. Y. (2019). Investigation of Nomophobia and Smartphone Addiction Predictors among Adolescents in Turkey: Demographic Variables and Academic performance. The Social Science Journal, 56(4), 492-517.
Elserty, N.S., Helmy, N.A., & Mounir, K. M. (2020). Smartphone Addiction and its Relation to Musculoskeletal Pain in Egyptian Physical Therapy Students. European Journal of Physiotherapy, 22(2), 70-78.
Fahrudin, D., & Pukan, K.K. (2020). The Effectiveness of Blended Learning Model on the Cells Material to Students’ Learning Outcomes and Conservation Behavior. Journal of Biology Education, 9(2), 119-125.
Fischer-Grote, L., Kothgassner, O.D., & Felnhofer, A. (2019). Risk Factors for Problematic Smartphone use in Children and Adolescents: A Review of Existing Literature. Neuropsychiatrie, 33(4), 179-190. 10.1007/s40211-019-00319-8.
Ginige, P. (2017). Internet Addiction Disorder. Child and Adolescent Mental Health, 141-163. In InTech eBooks.
Gligor, Ș., & Mozoș, I. (2019). Indicators of Smartphone Addiction and Stress Score in University Students. Wiener klinische Wochenschrift, 131, 120-125.
Grebener, B.L., Barth, J., Anders, S., Beißbarth, T., & Raupach, T. (2021). A Prediction-Based Method to Estimate Student Learning Outcome: Impact of Response Rate and Gender Differences on Evaluation Results. Medical Teacher, 43(5), 524-530.
Harahap, I. (2020). Women's Position in Patriarchal Kinship System. Jurnal Ilmiah Peuradeun, 8(1), 129-142.
Hawi, N. S., & Samaha, M. (2016). To Excel or Not to Excel: Strong Evidence on the Adverse Effect of Smartphone Addiction on Academic Performance. Computers & Education, 98, 81-89.
Hill, C., Corbett, C., & St Rose, A. (2010). Why so Few? Women in Science, Technology, Engineering, and Mathematics. American Association of University Women. 1111 Sixteenth Street NW, Washington, DC 20036.
Hyde, J.S., Bigler, R.S., Joel, D., Tate, C.C., & van Anders, S.M. (2019). The Future of Sex and Gender in Psychology: Five Challenges to the Gender Binary. American Psychologist, 74(2), 171-193.
Ideham, W. (2022). Substitute Heirs in the Compilation of Islamic Law: An Overview from Gender Equality Perspective Case Study of the Religious Courts in Banjarmasin. Samarah : Jurnal Hukum Keluarga Dan Hukum Islam, 6(2), 1046.
James, R.J., O’Malley, C., & Tunney, R.J. (2019). Gambling on Smartphones: A Study of a Potentially Addictive Behaviour in a Naturalistic Setting. European Addiction Research, 25(1), 30-40.
Jufrida, J., Basuki, F.R., Kurniawan, W., Pangestu, M.D., & Fitaloka, O. (2019). Scientific Literacy and Science Learning Achievement at Junior High School. International Journal of Evaluation and Research in Education, 8(4), 630-636.
Kwon, M., Lee, J., Won, W.Y., Park, J.W., Min, J.A., Hahn, C., & Kim, D.J. (2013). Development and Validation of a Smartphone Addiction Scale (SAS). PloS one, 8(2), e56936.
Maksum, A., Abdullah, I., Mas’udah, S., & Saud, M. (2022). Islamic Movements in Indonesia: A critical study of Hizbut Tahrir Indonesia and Jaringan Islam Liberal. Journal of Al-Tamaddun, 17(2), 71–82.
Mawaddah, R. A., Sinaga, A. I., & Salim, S. (2022). The influence of information search learning strategies and student learning motivation on learning outcomes in PAI learning. Nazhruna: Jurnal Pendidikan Islam, 5(3), 1319–1327.
Mulyati, T., & Frieda, N. R. H. (2019). Kecanduan Smartphone ditinjau dari Kontrol Diri dan Jenis Kelamin pada Siswa SMA Mardisiswa Semarang. Jurnal Empati, 7(4), 1307-1316.
Mustafaoglu, R., Yasaci, Z., Zirek, E., Griffiths, M.D., & Ozdincler, A.R. (2021). The Relationship between Smartphone Addiction and Musculoskeletal Pain Prevalence among Young Population: A Cross-Sectional Study. The Korean Journal of Pain, 34(1), 72-81.
Nasih, A. M., Darwis, D., & Hamid, A. (2023). Countering Islamic Radicalism among Indonesian University Students: An Investigation on Social Media Using LINE Official Account. Journal of Al-Tamaddun, 18(1), 179–192.
Novriana, H., Faradina, S., & Afriani, A. (2021). Gender, Stress and Smoking Behavior on Young Adults in Banda Aceh. Jurnal Ilmiah Peuradeun, 9(1), 59-70.
Nurjanah, S., & Nur, I. (2022). Gender Fiqh: Mobilization of Gender-Responsive Movement on social Media. Ijtihad: Jurnal Wacana Hukum Islam Dan Kemanusiaan, 22(1), 1–18.
Okai-Ugbaje, S., Ardzejewska, K., & Imran, A. (2020). Readiness, Roles, and Responsibilities of Stakeholders for Sustainable Mobile Learning Adoption in Higher Education. Education Sciences, 10(3), 1-21.
Okika, C.C., & Blessing, A. B. (2017). Escapism by Digital Media: Assessing Screen Time Impact, Usage Guidelines/Recommendations Awareness and Adoption Among Undergraduate Students in Enugu State, South-East Nigeria. International Journal of Advanced Multidisciplinary Research Reports, 2(1), 1-34.
Okiyi, G.O., Odionye, C., Emutumah, F., & Awobamise, A. O. (2020). Influence of Advertising on Abuja Women’s Choices of E-Commerce Platforms. KIU Interdisciplinary Journal of Humanities and Social Sciences, 1(2), 53-67.
Paska, L.M., & Yan, Z. (2011). Internet Addiction in Adolescence and Emerging Adulthood: A Comparison between the United States and China. Internet Addiction, 1-28.
Pereira, F.S., Bevilacqua, G.G., Coimbra, D.R., & Andrade, A. (2020). Impact of Problematic Smartphone use on Mental Health of Adolescent Students: Association with Mood, Symptoms of Depression, and Physical Activity. Cyberpsychology, Behavior, and Social Networking, 23(9), 619-626.
Qi, C. (2019). A Double-Edged Sword? Exploring the Impact of Students’ Academic usage of Mobile Devices on Technostress and Academic Performance. Behaviour & Information Technology, 38(12), 1337-1354.
Rathakrishnan, B., Singh, S.S.B., Kamaluddin, M.R., Yahaya, A., Nasir, M. A.M., Ibrahim, F., & Rahman, Z. A. (2021). Smartphone Addiction and Sleep Quality on Academic Performance of University Students: An Exploratory Research. International Journal of Environmental Research and Public Health, 18(16), 1-12.
Saleh, M., Sari, R., & Alim, P. (2021). University students’ perception on the implementation of online learning during the COVID-19. Nazhruna: Jurnal Pendidikan Islam, 4(1), 1–17.
Saleh, N. S. S. N., Ismail, W. a. F. W., & Shukur, S. A. (2020). Rebranding Equality: Malaysia’s progress on Women’s rights advocacy. International Journal of Islamic Thought, 12(1), 85–94.
Shahrestanaki, E., Maajani, K., Safarpour, M., Ghahremanlou, H. H., Tiyuri, A., & Sahebkar, M. (2020). The Relationship Between Smartphone Addiction and Quality of Life among Tehran University of Medical Sciences students. Addicta: The Turkish Journal on Addictions, 7(1), 23-32.
Sigit, D.V., Suryanda, A., Suprianti, E., & Ichsan, I.Z. (2019). The Effect of Adversity Quotient and Gender on Learning Outcome of High School Students. International Journal of Innovative Technology and Exploring Engineering, 8(6), C2.
Sönmez, M., Kısacık, Ö. G., & Eraydın, C. (2021). Correlation between Smartphone Addiction and Loneliness Levels in Nursing Students. Perspectives in psychiatric care, 57(1), 82-87.
Suryana, A., Agustin, H., & Hidayat, M. (2019). Identifying the Victims of Workplace Cyberbullying among Lecturers. Jurnal Studi Komunikasi, 3(2), 151-166.
Tao, Y.H., & Yeh, C.R. (2013). Transforming the Personal Response System to a Cloud Voting Service. In IT enabled services (pp. 139-156). Springer, Vienna.
Tindell, D.R., & Bohlander, R. W. (2012). The Use and Abuse of Cell Phones and Text Messaging in the Classroom: A Survey of College Students. College Teaching, 60(1), 1-9.
Turgeman, L., Hefner, I., Bazon, M., Yehoshua, O., & Weinstein, A. (2020). Studies on the Relationship between Social Anxiety and Excessive Smartphone Use and on the Effects of Abstinence and Sensation Seeking on Excessive Smartphone Use. International Journal of Environmental Research and Public Health, 17(4), 1-11.
Wacks, Y., & Weinstein, A. M. (2021). Excessive Smartphone Use is Associated with Health Problems in Adolescents and Young Adults. Frontiers in Psychiatry, 12, 1-7.
Xin, J., Zhang, Y., Tang, Y., & Yang, Y. (2019). Brain Differences between Men and Women: Evidence from Deep Learning. Frontiers in Neuroscience, 13, 1-10.
Yoon, J.Y., Jeong, K.H., & Cho, H.J. (2021). The Effects of Children’s Smartphone Addiction on Sleep Duration: The Moderating Effects of Gender and Age. International Journal of Environmental Research and Public Health, 18(11), 1-11.
How to Cite
YANTI, Fitri; WIJAYA, Tony; SHOLEH, Maimun. The Impact of Smartphone Addiction on Learning Outcomes Between Male and Female University Students. Jurnal Ilmiah Peuradeun, [S.l.], v. 12, n. 1, p. 99-116, jan. 2024. ISSN 2443-2067. Available at: <>. Date accessed: 20 july 2024. doi: