Unpacking the value-effect gap: university students' engagement with social media in academic and social context
DOI:
https://doi.org/10.55056/ed.1065Keywords:
digital platforms, social media uses, academic connection, personal friendships, uses and gratifications theory, university studentsAbstract
Social media use (SMU) for the youth, including university students, holds socio-psychological values, yet its dual impact on social and academic engagement remains underexplored, particularly in Tanzania's higher education. This study employed uses and gratifications theory (UGT) to investigate the value-effect gap of SMU, examining its perceived influence on academic connections (AC), personal friendships (PF), and overall socio-psychological values. Employing a quantitative approach, it collected data from 680 conveniently sampled university students at one of the largest public universities in central Tanzania, using online surveys. The collected data were analysed using descriptive and structural equation modelling (SEM) strategies. The findings revealed that most participants were social media consumers and WhatsApp dominated the SMU (74.41%). Descriptive analysis confirms high agreement of academic values (M ≈ 3.88–4.21), compared to high to moderate social values (M ≈ 3.37–3.89). Interestingly, SEM results demonstrated deeper, structural relationships thus confirming very strong effects of PF on overall perceived impact (OP) of SMU (PF → OP = 0.85; β = 0.852, p < 0.0001), compared to moderate path (AC $\rightarrow$ OP = 0.43; β = 0.429, p < 0.0001). These findings confirm the value-effect gap related to SMU, implying that what is highly valued is not what mainly influences the overall perceived impact of SMU. Furthermore, the findings also demonstrated that SMU fulfil the dual role of academic and social bonding. In addition, demographic variables, particularly gender (β = 0.027, CR = 0.878, p = 0.380), demonstrated minimal influence on socio-psychological values of SMU. These findings contribute to efforts related to integrating social media in university campus life by elucidating context-specific motivations, thus informing policy by advocating holistic-balanced SMU integration in higher education. Recommendations include platform-specific guidelines and digital literacy programmes to optimise academic and social outcomes.
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References
Adeshina, A.E., 2024. The Transformative Role of Digital Resources in Teaching and Learning. Open Journal of Educational Development, 5(1), pp.1–9. Available from: https://doi.org/10.52417/ojed.v5i1.520.
Ahmed, S.K., 2024. How to choose a sampling technique and determine sample size for research: A simplified guide for researchers. Oral Oncology Reports, 12, p.100662. Available from: https://doi.org/10.1016/j.oor.2024.100662.
Al-Jbouri, E., Volk, A.A., Spadafora, N. and Andrews, N.C.Z., 2024. Friends, followers, peers, and posts: adolescents’ in-person and online friendship networks and social media use influences on friendship closeness via the importance of technology for social connection. Frontiers in Developmental Psychology, 2, p.1419756. Available from: https://doi.org/10.3389/fdpys.2024.1419756.
AlFaris, E., Irfan, F., Ponnamperuma, G., Jamal, A., Van der Vleuten, C., Al Maflehi, N., Al-Qeas, S., Alenezi, A., Alrowaished, M., Alsalman, R. and Ahmed, A.M.A., 2018. The pattern of social media use and its association with academic performance among medical students. Medical Teacher, 40(sup1), pp.S77–S82. Available from: https://doi.org/10.1080/0142159X.2018.1465536.
Allen, K.A., Ryan, T., Gray, D.L., McInerney, D.M. and Waters, L., 2014. Social Media Use and Social Connectedness in Adolescents: The Positives and the Potential Pitfalls. The Australian Educational and Developmental Psychologist, 31(1), pp.18–31. Available from: https://doi.org/10.1017/edp.2014.2.
Ansari, J.A.N. and Khan, N.A., 2020. Exploring the role of social media in collaborative learning the new domain of learning. Smart Learning Environments, 7(1), p.9. Available from: https://doi.org/10.1186/s40561-020-00118-7.
Anto, A., Asif, R.O., Basu, A., Kanapathipillai, D., Salam, H., Selim, R., Zaman, J. and Eisingerich, A.B., 2023. Exploring the Impact of Social Media on Anxiety Among University Students in the United Kingdom: Qualitative Study. JMIR Formative Research, 7, p.e43037. Available from: https://doi.org/10.2196/43037.
Bhandarkar, A.M., Pandey, A.K., Nayak, R., Pujary, K. and Kumar, A., 2021. Impact of social media on the academic performance of undergraduate medical students. Medical Journal Armed Forces India, 77, pp.S37–S41. Available from: https://doi.org/10.1016/j.mjafi.2020.10.021.
Bitegeko, R.M., Lawrent, G. and Cosmas, J., 2024. Applying the UNESCO ICT competency framework to evaluate digital competencies among undergraduate students in teacher education in Tanzania. Educational Technology Quarterly, 2024(3), p.298–318. Available from: https://doi.org/10.55056/etq.769.
Blumler, J.G. and Katz, E., eds, 1974. The Uses of Mass Comitmunications: Current Perspectives on Gratifications Research, Sage Annual Reviews of Communication Research, vol. III. Beverly Hills, Calif.: Sage Publications.
Boruzie, P.K., Kolog, E.A., Afful-Dazie, E. and Egala, S.B., 2024. Social network for collaborative learning: what are the determining factors? Universal Access in the Information Society, 23(3), pp.1015–1029. Available from: https://doi.org/10.1007/s10209-022-00942-3.
Chao, M., Sun, W., Liu, J., Ding, J. and Zhu, Y., 2025. Exploring the Bright and Dark Sides of Social Media Use on Academic Performance: Contrasting Effects on Actual vs. Perceived Performance. Journal of Computer Assisted Learning, 41(1), p.e13111. Available from: https://doi.org/10.1111/jcal.13111.
Chowdhury, E.K., 2024. Examining the benefits and drawbacks of social media usage on academic performance: a study among university students in Bangladesh. Journal of Research in Innovative Teaching & Learning. Available from: https://doi.org/10.1108/JRIT-07-2023-0097.
Clayton, B. and Talpade, M., 2024. The Impact of Social Media Engagement on Friendship and Relationship Quality. International Journal of Arts, Humanities and Social Sciences, 5(6), pp.38–41. Available from: https://doi.org/10.56734/ijahss.v5n6a6.
Creswell, J.W. and Plano Clark, V.L., 2017. Designing and Conducting Mixed Methods Research. 3rd ed. SAGE Publications. Available from: https://bayanbox.ir/view/236051966444369258/9781483344379-Designing-and-Conducting-Mixed-Methods-Research-3e.pdf.
Cvetković, K., Lazović, N., Krulj, J., Vidosavljević, M. and Opsenica Kostić, J., 2025. The Correlation Between Academic Media Multitasking and Achievement-a Meta-Analysis. International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE), 13(1), p.63–73. Available from: https://doi.org/10.23947/2334-8496-2025-13-1-63-73.
Dumford, A.D., Miller, A.L., Lee, C.K. and Caskie, A., 2023. Social media usage in relation to their peers: Comparing male and female college students’ perceptions. Computers and Education Open, 4, p.100121. Available from: https://doi.org/10.1016/j.caeo.2022.100121.
Elena-Bucea, A., Cruz-Jesus, F., Oliveira, T. and Coelho, P.S., 2021. Assessing the Role of Age, Education, Gender and Income on the Digital Divide: Evidence for the European Union. Information Systems Frontiers, 23(4), pp.1007–1021. Available from: https://doi.org/10.1007/s10796-020-10012-9.
Ferris, A.L., Hollenbaugh, E.E. and Sommer, P.A., 2021. Applying the Uses and Gratifications Model to Examine Consequences of Social Media Addiction. Social Media + Society, 7(2), p.20563051211019003. Available from: https://doi.org/10.1177/20563051211019003.
Gawer, A., 2022. Digital platforms and ecosystems: remarks on the dominant organizational forms of the digital age. Innovation, 24(1), pp.110–124. Available from: https://doi.org/10.1080/14479338.2021.1965888.
Ghuhato, T., Parida, P. and Mall, M., 2025. Do Demographic Factors Influence the Time Spent on Social Media? A Study Among the University Students of Arunachal Pradesh, India. Liberal Arts and Social Studies International Journal, 1(1), pp.52–59. Available from: https://so18.tci-thaijo.org/index.php/laassij/article/view/649.
Hair Jr., J.F., Black, W.C., Babin, B.J. and Anderson, R.E., 2019. Multivariate Data Analysis. 8th ed. Cengage Learning EMEA. Available from: https://eli.johogo.com/Class/CCU/SEM/_Multivariate%20Data%20Analysis_Hair.pdf.
Han, Y. and Xu, Z., 2024. Fostering college students’ mental well-being: the impact of social networking site utilization on emotion management and regulation. BMC Psychology, 12(1), p.681. Available from: https://doi.org/10.1186/s40359-024-02186-7.
Hysa, B., Karasek, A. and Zdonek, I., 2021. Social Media Usage by Different Generations as a Tool for Sustainable Tourism Marketing in Society 5.0 Idea. Sustainability, 13(3), p.1018. Available from: https://doi.org/10.3390/su13031018.
Katz, E., Blumler, J.G. and Gurevitch, M., 1973. Uses and gratifications research. Public Opinion Quarterly, 37(4), pp.509–523. Available from: https://doi.org/10.1086/268109.
Kayuni, F.S., 2022. The Contribution of Social Media to Academic Performance in Higher Learning Institutions: A Case of of the College of Business Education in Dar es Salaam. Master’s thesis. The Open University of Tanzania. Available from: http://repository.out.ac.tz/id/eprint/3816.
Kircaburun, K., Alhabash, S., Tosuntaş, Ş.B. and Griffiths, M.D., 2020. Uses and Gratifications of Problematic Social Media Use Among University Students: a Simultaneous Examination of the Big Five of Personality Traits, Social Media Platforms, and Social Media Use Motives. International Journal of Mental Health and Addiction, 18(3), pp.525–547. Available from: https://doi.org/10.1007/s11469-018-9940-6.
Kituyi, G.M. and Kyeyune, R., 2024. Social media and the mental health of university students in Sub-saharan Africa. BMC Public Health, 24(1), p.3201. Available from: https://doi.org/10.1186/s12889-024-20707-2.
Li, J., 2024. Algorithmic Intimacy: The Digital Revolution In Personal Relationships. Information, Communication & Society, 27(16), pp.2888–2890. Available from: https://doi.org/10.1080/1369118X.2023.2282554.
Malik, A.S., Yasin, S.A. and Mahmood, A., 2023. The Demographic differences in Perception of University Students towards the Use of Social Networking Sites as a smart e-learning System. Annals of Human and Social Sciences, 4(1), p.34–45. Available from: https://doi.org/10.35484/ahss.2023(4-I)04.
Mat Zin, S.H.H., Zakaria, S.H., Hassim, N.H., Che Md Nor, R., Rosnan, S. and Mohd Shafee, C.T.M.N., 2024. The Mediating Role of Social Media Usage as a Learning Tool on Students’ Academic Performance: A Structural Equation Modelling (SEM-AMOS) Approach. Information Management and Business Review, 16(2(I)S), pp.260–275. Available from: https://doi.org/10.22610/imbr.v16i2(I)S.3757.
Mensah, M. and Onyancha, O.B., 2021. Demographic factors influencing the adoption and use of social media in university libraries in Ghana: A unified theory of acceptance and use of technology (UTAUT) approach. Journal of Electronic Resources Librarianship, 33(3), pp.170–194. Available from: https://doi.org/10.1080/1941126X.2021.1949157.
Moges, B.T., Assefa, Y., Tilwani, S.A., Azmera, Y.A. and Aynalem, W.B., 2023. Psychosocial role of social media use within the learning environment: Does it mediate student engagement? Cogent Education, 10(2), p.2276450. Available from: https://doi.org/10.1080/2331186X.2023.2276450.
Muliadi, M., Muhammadiah, M., Amin, K.F., Kaharuddin, K., Junaidi, J., Pratiwi, B.I. and Fitriani, F., 2022. The information sharing among students on social media: the role of social capital and trust. VINE Journal of Information and Knowledge Management Systems, 54(4), pp.823–840. Available from: https://doi.org/10.1108/VJIKMS-12-2021-0285.
Nabung, A., 2024. The Impact of Multitasking With Digital Devices on Classroom Learning: A Critical Review on the Future of Digital Distraction in Education. US-China Education Review A, 14(6), pp.369–383. Available from: https://doi.org/10.17265/2161-623X/2024.06.005.
Naeem, N.i.K. and Mushibwe, C.P., 2025. Navigating digital worlds: a scoping review of skills and strategies for enhancing digital resilience among higher education students on social media platforms. Discover Education, 4(1), p.39. Available from: https://doi.org/10.1007/s44217-025-00432-7.
Nkolimwa, D., 2024. The influence of social media on Tanzanian higher learning students’ performance. Research Journal of Business and Management, 11(1), p.1–7. Available from: https://doi.org/10.17261/Pressacademia.2024.1885.
O’Day, E.B. and Heimberg, R.G., 2021. Social media use, social anxiety, and loneliness: A systematic review. Computers in Human Behavior Reports, 3, p.100070. Available from: https://doi.org/10.1016/j.chbr.2021.100070.
Odoom, D., Agyepong, L., Dick-Sagoe, C. and Mensah, E.O., 2025. Unveiling the social media landscape: exploring factors influencing usage patterns among tertiary education students in Ghana. Education and Information Technologies, 30(3), pp.3861–3883. Available from: https://doi.org/10.1007/s10639-024-12944-0.
Oluwatoyin, F., 2021. The Dynamics of Social Interaction in the Digital Age: Technological Implications for Interpersonal Relationships and Psychosocial Well-Being. Journal of Social Science Studies, 1(2), p.137–142. Available from: https://jos3journals.id/index.php/jos3/article/view/69.
Parsakia, K. and Rostami, M., 2023. Digital Intimacy: How Technology Shapes Friendships and Romantic Relationships. AI and Tech in Behavioral and Social Sciences, 1(1), p.27–34. Available from: https://doi.org/10.61838/kman.aitech.1.1.5.
Ponera, J.M. and Mubuyaeta, M.M., 2023. The Use of Social Media for Knowledge Exchange in the Era of Misinformation by the Tanzania Higher Education Students. Regional Journal of Information and Knowledge Management, 8(1), pp.172–186. Available from: https://doi.org/10.70759/3ym9g766.
Pouwels, J.L., Valkenburg, P.M., Beyens, I., Driel, I.I. van and Keijsers, L., 2021. Social media use and friendship closeness in adolescents’ daily lives: An experience sampling study. Developmental Psychology, 57(2), pp.309–323. Available from: https://doi.org/10.1037/dev0001148.
Reid, D. and Weigle, P., 2014. Social Media Use among Adolescents: Benefits and Risks. Adolescent Psychiatry, 4(2), pp.73–80. Available from: https://doi.org/10. 2174/221067660402140709115810.
Rubin, A.M., 1993. Audience activity and media use. Communication Monographs, 60(1), pp.98–105. Available from: https://doi.org/10.1080/03637759309376300.
Rubin, A.M., 2009. The Uses-and-Gratifications Perspective on Media Effects. In: J. Bryant and M.B. Oliver, eds. Media Effects: Advances in Theory and Research. 3rd ed. Routledge, pp.165–184.
Salari, N., Zarei, H., Rasoulpoor, S., Ghasemi, H., Hosseinian-Far, A. and Mohammadi, M., 2025. The impact of social networking addiction on the academic achievement of university students globally: A meta-analysis. Public Health in Practice, 9, p.100584. Available from: https://doi.org/10.1016/j.puhip.2025.100584.
Sengupta, S. and Vaish, A., 2024. A study on social media and higher education during the COVID-19 pandemic. Universal Access in the Information Society, 23(3), pp.1249–1271. Available from: https://doi.org/10.1007/s10209-023-00988-x.
Shafiq, M. and Parveen, K., 2023. Social media usage: Analyzing its effect on academic performance and engagement of higher education students. International Journal of Educational Development, 98, p.102738. Available from: https://doi.org/10.1016/j.ijedudev.2023.102738.
Sharma, R. and Singh, A., 2024. Use of Digital Technology in Improving Quality Education: A Global Perspectives and Trends. In: V. Nadda, P.K. Tyagi, R.M. Vieira and P. Tyagi, eds. Implementing Sustainable Development Goals in the Service Sector. Hershey, PA: IGI Global Scientific Publishing, chap. 2, pp.14–26. Available from: https://doi.org/10.4018/979-8-3693-2065-5.ch002.
Shek, D.T.L., Chai, W., Dou, D., Tan, L., Wong, T. and Zhou, K., 2023. Socio-demographic and mental health correlates of internet addiction amongst Hong Kong university students under COVID-19. Frontiers in Psychology, 14, p.1248378. Available from: https://doi.org/10.3389/fpsyg.2023.1248378.
Ssekiziyivu, B., Mukoki, J. and Musoke, E., 2023. Adopting social media for learning among university students: a developing country perspective. Interactive Learning Environments, 31(8), pp.5007–5020. Available from: https://doi.org/10.1080/10494820.2021.1992638.
Swai, S.S., 2023. Challenges and influence of using social media on students in higher learning education in Tanzania. Electronic Journal of Medical and Educational Technologies, 16(1), p.em2302. Available from: https://doi.org/10.29333/ejmets/12618.
The United Republic of Tanzania. Ministry of Education, Science and Technology, 2023. Education and Training Policy 2014. 2023rd ed. Dodoma: Ministry of Education, Science and Technology. Available from: https://web.archive.org/web/20250109073614/https://www.moe.go.tz/sites/default/files/EDUCATION%20AND%20TRAINING%20POLICY%202014%2C%202023%20EDITION.pdf.
The United Republic of Tanzania. Ministry of Education, Science and Technology, 2025. National Digital Education Strategy, 2024/25 - 2029/30. Dodoma, Tanzania: Ministry of Education, Science and Technology. Available from: https://www.moe.go.tz/sites/default/files/DIGITAL%20NATIONAL%20STRATEGY%202025_0.pdf.
The United Republic of Tanzania. Ministry of Information, Communication and Information Technology, 2023. Drafted National ICT Policy, 2023. Available from: https://www.mawasiliano.go.tz/uploads/documents/sw-1693455522-DOCUMENT%20TO%20UPLOAD%20DRAFT%20AUGUST%20NICTP.pdf.
Tosun, L.P. and Kaşdarma, E., 2020. Passive Facebook Use and Depression: A Study of the Roles of Upward Comparisons, Emotions, and Friendship Type. Journal of Media Psychology, 32(4), pp.165–175. Available from: https://doi.org/10.1027/1864-1105/a000269.
UNESCO, 2017. Unpacking Sustainable Development Goal 4: Education 2030; guide. Available from: https://tinyurl.com/39w3pzbb.
UNESCO, 2018. UNESCO ICT Competency Framework for Teachers. Paris: United Nations Educational, Scientific and Cultural Organization. Available from: https://unesdoc.unesco.org/ark:/48223/pf0000265721.
van der Schuur, W.A., Baumgartner, S.E., Sumter, S.R. and Valkenburg, P.M., 2020. Exploring the long-term relationship between academic-media multitasking and adolescents’ academic achievement. New Media & Society, 22(1), pp.140–158. Available from: https://doi.org/10.1177/1461444819861956.
Vettriselvan, R., 2025. Empowering Digital Education: The Future of Value-Based Learning in the Digital Era. In: B.B. Sousa and C.M. Veloso, eds. Empowering Value Co-Creation in the Digital Era. Hershey, PA: IGI Global Scientific Publishing, chap. 9, pp.199–228. Available from: https://doi.org/10.4018/979-8-3373-1742-7.ch009.
Wang, C., Chen, X., Yu, T., Liu, Y. and Jing, Y., 2024. Education reform and change driven by digital technology: a bibliometric study from a global perspective. Humanities and Social Sciences Communications, 11(1), p.256. Available from: https://doi.org/10.1057/s41599-024-02717-y.
West, R. and Turner, L.H., 2024. Introducing Communication Theory: Analysis and Application. 8th ed. McGraw-Hill.
Wong, M.L.L. and Liu, S., 2024. The role of online social networking sites in facilitating friendships and adaptation among international students in Malaysia. International Journal of Intercultural Relations, 99, p.101942. Available from: https://doi.org/10.1016/j.ijintrel.2024.101942.
Yin, T., Yin, J. and Xu, Z., 2023. Chinese students’ perceptions of social networks and their academic engagement in technology-enhanced classrooms. Heliyon, 9(11), p.e21686. Available from: https://doi.org/10.1016/j.heliyon.2023.e21686.
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Accepted 2025-09-01
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