Information behaviour as a mediator of the influence of e-health literacy on counselling decisions among Universitas Indonesia students
DOI:
https://doi.org/10.47989/ir31ISIC65242Keywords:
Mental e-Health Literacy, Health Information-Seeking Behavior, Counseling Decision, University Students, IndonesiaAbstract
Introduction.Universities promote digital mental health support; however, how literacy translates into actual help-seeking remains unclear. This study examined whether health information-seeking behaviour functions as a potential mediating pathway between mental e-health literacy and counselling uptake among Universitas Indonesia students, extending Wilson’s (1999) and Savolainen’s (1995) models of information behaviour.
Method. A mixed-methods design was used, combining surveys of 99 counselling users (2022–2025) with four follow-up interviews with experts. Quantitative data were analysed using partial least squares structural equation modelling, and qualitative interviews explored behavioural mechanisms and contextual experiences.
Analysis. The quantitative analysis examined the direct and indirect effects of mental e-health literacy, health information seeking behaviour, and counselling decisions. Qualitative data were thematically coded to identify patterns related to digital trust, confusion, and social influence in students’ online information practice.
Results. Mental e-health literacy predicted health information seeking behaviour (β = 0.399, p < 0.001) and counselling decisions (β = 0.342, p = 0.007), and health information seeking behaviour predicted counselling decisions (β = 0.295, p = 0.016). The indirect effect was marginal (β = 0.118, p = 0.057), indicating a positive but statistically unsupported mediating effect. The model explained 28.4% of the variance in the counselling decision-making.
Conclusion. The findings suggest that health information seeking behaviour supports the relationship between literacy and counselling decision-making but highlights its limited mediating role. Universities should integrate mental e-health literacy training into credible and navigable online ecosystems. The limitations of this study include its single-site focus, small sample size, and potential self-selection bias.
References
Adhikari, R., & Timsina, T. P. (2024). An educational study focused on the application of mixed method approach as a research method. OCEM Journal of Management, Technology & Social Sciences, 3(1), 94–109. https://doi.org/10.3126/ocemjmtss.v3i1.62229
Balqis, N. (2023). Digital information behavior of Indonesian students in mental health contexts. Jurnal Ilmu Informasi Perpustakaan dan Kearsipan, 11(2), 145–160.
Bentler, P. M., & Chou, C. P. (1987). Practical issues in structural modeling. Sociological Methods & Research, 16(1), 78–117. https://doi.org/10.1177/0049124187016001004
Chauhan, V., & Sagar, M. (2023). Healthcare decision making and choice: An empirical model of patient confusion. Management Decision, 61(11), 3454–3474. https://doi.org/10.1108/MD-11-2022-1488
Di Novi, C., Kovacic, M., & Orso, C. E. (2024). Online health information seeking behavior, healthcare access, and health status during exceptional times. Journal of Economic Behavior and Organization, 220, 675–690. https://doi.org/10.1016/j.jebo.2024.02.032
Elhami, A., & Khoshnevisan, B. (2022). Conducting an interview in qualitative research: The modus operandi. Mextesol Journal, 46(1), 1–2. https://doi.org/10.61871/mj.v46n1-3
Faradiba, A. T., & Rahmatullah, B. (2023). Mental health conditions among university students. Education Policy and Development, 1(1), 1–19. https://doi.org/10.31098/epd.v1i1.1319
Fitriana, Q. A. F. (2024). Between knowing and acting: Peran literasi kesehatan mental dan pencarian bantuan terhadap self-harm pada mahasiswa. Syntax Literate: Jurnal Ilmiah Indonesia, 7(9), 15838–15845. https://doi.org/10.36418/syntax-literate.v7i9.14802
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50.
Green, J. L., Manski, S. E., Hansen, T. A., & Broatch, J. E. (2023). Descriptive statistics. In International encyclopedia of education (4th ed., pp. 723–733). Elsevier. https://doi.org/10.1016/B978-0-12-818630-5.10083-1
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage Publications.
Kantor Kesehatan Universitas Indonesia. (2025). Demographic data of counseling service users.
Kementerian Kesehatan Republik Indonesia (Kemenkes RI). (2023). Survei Kesehatan Indonesia (SKI) 2023. https://kemkes.go.id/id/survei-kesehatan-indonesia-ski-2023
Kostanek, J., Karolczak, K., Kuliczkowski, W., & Watala, C. (2024). Bootstrap method as a tool for analyzing data with atypical distributions deviating from parametric assumptions: Critique and effectiveness evaluation. Data, 9(8), 95. https://doi.org/10.3390/data9080095
Lancia, I. S., Festa, G. M., Sisinna, M. L., & Ciarrocchi, M. (2023). Telepsychology with its innovations in psychotherapy and psychodiagnostics. European Psychiatry, 66(S1), S858. https://doi.org/10.1192/j.eurpsy.2023.1817
Lee, Y. S. (2024). Qualitative and mixed methods. In translational orthopedics: Handbook for designing and conducting clinical and translational research (pp. 229–232). Elsevier. https://doi.org/10.1016/B978-0-323-85663-8.00010-6
Liverpool, S., Moinuddin, M., Bracegirdle, K., Eddison, J., Joseph, S., Aithal, S., Allen, E., Carmichael-Murphy, P., Marsden, J., McKenzie, H., Murphy, C., Owen, M., Patel, T., Raji, N. A., Roocroft, L., Fletcher, K., & Karkou, V. (2024). Mental health coping strategies and support needs among marginalised further and higher education students in the UK: A cross-sectional study. PLOS Mental Health, 1(1), e0000046. https://doi.org/10.1371/journal.pmen.0000046
Mahmoodi, S. M. H., Ahmadzad-Asl, M., Eslami, M., Abdi, M., Hosseini Kahnamoui, Y., & Rasoulian, M. (2022). Mental health literacy and mental health information-seeking behavior in Iranian university students. Frontiers in Psychiatry, 13, 893534. https://doi.org/10.3389/fpsyt.2022.893534
Norman, C. D., & Skinner, H. A. (2006). eHealth literacy: essential skills for consumer health in a networked world. Journal of Medical Internet Research, 8(2), e506.
Ömerci̇oğlu, M., & Erman, K. A. (2023). A qualitative perspective on anti-doping: Mixed methods research. Pamukkale Journal of Sport Sciences, 14(3), 234–257. https://doi.org/10.54141/psbd.1369874
Saputri, V. A. M., & Manggalani, R. (2024). Pengaruh literasi digital terhadap perilaku pencarian informasi di kalangan mahasiswa. PAEDAGOGY: Jurnal Ilmu Pendidikan dan Psikologi, 3(4), 229–236. https://doi.org/10.51878/paedagogy.v3i4.2724
Savolainen, R. (1995). Everyday life information seeking: Approaching information seeking in the context of “way of life.” Library & Information Science Research, 17(3), 259–294. https://doi.org/10.1016/0740-8188(95)90048-9
Seboka, B. T., Hailegebreal, S., Negash, M., Mamo, T. T., Ewune, H. A., Gilano, G., Yehualashet, D. E., Gizachew, G., Demeke, A. D., Worku, A., Endashaw, H., Kassawe, C., Amede, E. S., Kassa, R., & Tesfa, G. A. (2022). Predictors of mental health literacy and information seeking behavior toward mental health among university students in resource-limited settings. International Journal of General Medicine, 15, 8159–8172. https://doi.org/10.2147/IJGM.S377791
Thomas, H., & Earthy, S. (2023). Qualitative interviews. In Encyclopedia of health research in the social sciences (pp. 269–274). Edward Elgar Publishing. https://doi.org/10.4337/9781800885691.ch49
Wilson, T. D. (1999). Models in information behaviour research. Journal of Documentation, 55(3), 249–270. https://doi.org/10.1108/EUM0000000007145
Xu, R. H., Cao, Y., Dong, D., Wong, E. L. Y., & Chan, S. K. W. (2024). Development and validation of a mental eHealth literacy scale. Computers in Human Behavior Reports, 16, 100518. https://doi.org/10.1016/j.chbr.2024.100518
Yamane, T. (1967). Statistics: An introductory analysis (2nd ed.). Harper and Row.
Yuen, E. K., Gangi, C. E., Barakat, K., & Harrison, F. (2024). College students’ utilization of the Internet to search for mental health information: Effects on mental health literacy, stigma, and help-seeking. Journal of American College Health, 0(0), 1–11. https://doi.org/10.1080/07448481.2024.2404948
Zimmerman, M. S., & Shaw, G., Jr. (2020). Health information seeking behaviour: A concept analysis. Health Information and Libraries Journal, 37(3), 173–191. https://doi.org/10.1111/hir.12287
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Muhammad Yusrizal, Rahmi, Muhamad Prabu Wibowo, Indira Irawati

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
