Determinants of University Students' Reading Literacy
The Roles of Digital Literacy, Academic Engagement, and Demographic Factors
Keywords:
Academic Engagement, Demographic Factors, Digital Literacy, Reading Literacy, University StudentsAbstract
Reading literacy is a fundamental competency for university students, particularly those in teacher education programs who will be responsible for developing literacy skills in future generations. This study investigated the determinants of reading literacy among 185 university students at the Faculty of Education and Psychology, Universitas Pendidikan Mandalika, Indonesia. Using a quantitative explanatory survey design, hierarchical multiple regression analysis was employed to examine the effects of demographic variables (gender, GPA, semester, and study program), academic engagement, and digital literacy on reading literacy. The results revealed that demographic variables collectively explained 12.4% of the variance in reading literacy (p = .001), with gender and study program emerging as significant predictors. The addition of digital literacy and academic engagement increased the explained variance by 5.5% (p = .003), with digital literacy being the strongest predictor (β = .247, p = .001). Interestingly, academic engagement did not significantly predict reading literacy when controlling for other variables. Moderation analysis indicated that demographic variables did not moderate the relationships between digital literacy or academic engagement and reading literacy (ΔR² = .021, p = .615), suggesting that the benefits of digital literacy on reading skills is consistent across demographic groups. These findings highlight the importance of integrating digital literacy development into teacher education curricula and suggest that interventions to enhance reading literacy should prioritize digital competencies regardless of students' demographic backgrounds.
Downloads
References
OECD, PISA 2018 Results (Volume I). OECD Publishing, 2019. doi: 10.1787/5f07c754-en. DOI: https://doi.org/10.1787/5f07c754-en
P. Ndibalema, “Digital literacy gaps in promoting 21st century skills among students in higher education institutions in Sub-Saharan Africa: A systematic review,” Cogent Educ., vol. 12, no. 1, e2452085, Dec. 2025, doi: 10.1080/2331186X.2025.2452085. DOI: https://doi.org/10.1080/2331186X.2025.2452085
L. Solihin, B. Utama, I. Pratiwi, and Novirina, Indeks Aktivitas Literasi Membaca 34 Provinsi, 1st ed. Pusat Penelitian Kebijakan Pendidikan dan Kebudayaan, Badan Penelitian dan Pengembangan, Kementerian Pendidikan dan Kebudayaan, 2019. [Online]. Available: https://litbang.kemdikbud.go.id
E. Simanjuntak, H. C. Mulya, A. Engry, and I. N. Alfian, “Dataset of digital literacy of university students in Indonesia,” Data Brief, vol. 58, e111227, Feb. 2025, doi: 10.1016/j.dib.2024.111227. DOI: https://doi.org/10.1016/j.dib.2024.111227
D. Bawden, “Origins and concepts of digital literacy,” in Digital Literacies: Concepts, Policies and Practices, C. Lankshear and M. Knobel, Eds., Peter Lang Publishing, 2008, pp. 17–32. [Online]. Available: https://api.semanticscholar.org/CorpusID:158200341
A. Widowati, I. Siswanto, and M. Wakid, “Factors affecting students’ academic performance: Self efficacy, digital literacy, and academic engagement effects,” Int. J. Instr., vol. 16, no. 4, pp. 885–898, Oct. 2023, doi: 10.29333/iji.2023.16449a. DOI: https://doi.org/10.29333/iji.2023.16449a
J. Li and E. Xue, “Dynamic interaction between student learning behaviour and learning environment: Meta-analysis of student engagement and its influencing factors,” Behavioral Sciences, vol. 13, no. 1, e59, Jan. 2023, doi: 10.3390/bs13010059. DOI: https://doi.org/10.3390/bs13010059
X. Chen and Y. Xiao, “Pathways to digital reading literacy among secondary school students: A multilevel analysis using data from 31 economies,” Comput. Educ., vol. 218, e105090, Sep. 2024, doi: 10.1016/j.compedu.2024.105090. DOI: https://doi.org/10.1016/j.compedu.2024.105090
L. C. Aguskin, “Exploration of multiliteracy practices among Indonesian university students and multiliteracies pedagogy in the reading classroom,” Eng. Sch. Beyond Borders, vol. 10, no. 2, pp. 94-125, 2024. [Online]. Available: https://www.englishscholarsbeyondborders.org/wp-content/uploads/2024/09/Aguskin.pdf.
U. H. Yulianti, L. Melasarianti, and N. I. Sholikhati, “The development of BIPA digital teaching materials for reading based on multimodal to enhance foreign learners’ literacy at the intermediate level,” in Proceeding ICMA-SURE, 2025, pp. 75-88.
J. Patty, “Gender differences in digital literacy and their perceived impact on English language skills: A survey of Indonesian EFL students,” J-Shelves of Indragiri (JSI), vol. 7, no. 1, pp. 76–91, May 2025, doi: 10.61672/jsi.v7i1.2921. DOI: https://doi.org/10.61672/jsi.v7i1.2921
D. Nurfaizah, Y. Erniyati, and O. D. Pranata, “EFL student’s reading habits in the digital era,” Eng. Educ.: J. Tadris Bhs. Inggris, vol. 17, no. 2, pp. 215–232, Dec. 2024, doi: 10.24042/ee-jtbi.v17i2.22564. DOI: https://doi.org/10.24042/ee-jtbi.v17i2.22564
J. W. Creswell and J. D. Creswell, Research design: qualitative, quantitative, and mixed methods approaches, 5th ed. SAGE Publications, Inc., 2018.
A. Miyamoto, B. Gauly, and A. Zabal, “Gender differences in literacy in PIAAC: Do assessment features matter?,” Large. Scale. Assess. Educ., vol. 12, no. 1, e21, Jul. 2024, doi: 10.1186/s40536-024-00208-9. DOI: https://doi.org/10.1186/s40536-024-00208-9
W. G. Brozo, S. Sulkunen, G. Shiel, C. Garbe, A. Pandian, and R. Valtin, “Reading, gender, and engagement,” J. Adolesc. Adult Lit., vol. 57, no. 7, pp. 584–593, Apr. 2014, doi: 10.1002/jaal.291. DOI: https://doi.org/10.1002/jaal.291
O. J. Solheim and K. Lundetræ, “Can test construction account for varying gender differences in international reading achievement tests of children, adolescents and young adults? – A study based on Nordic results in PIRLS, PISA and PIAAC,” in Assess. Educ., vol. 25, no. 1, pp. 107–126, Jan. 2018, doi: 10.1080/0969594X.2016.1239612. DOI: https://doi.org/10.1080/0969594X.2016.1239612
I. Cahyani, “Respons mahasiswa terhadap pengembangan inovasi pemelajaran problem based learning melalui pendekatan experiential learning dalam meningkatkan kemampuan mengapresiasi bahasa dan seni menuju literasi menulis,” J. Pedagog. Pendidik. Dasar, vol. 6, no. 1, pp. 124–134, Nov. 2019, doi: 10.17509/jppd.v6i1.21525. DOI: https://doi.org/10.17509/jppd.v6i1.21525
L. Chang, Y. Wang, J. Liu, Y. Feng, and X. Zhang, “Study on factors influencing college students’ digital academic reading behavior,” Front. Psychol., vol. 13, e1007247, Jan. 2023, doi: 10.3389/fpsyg.2022.1007247. DOI: https://doi.org/10.3389/fpsyg.2022.1007247
D. Putra, B. Musthafa, and Y. Wirza, “Program membaca ekstensif: Meningkatkan motivasi membaca siswa,” J. Pnl. Pendidik., vol. 19, no. 3, pp. 322–333, Dec. 2019, doi: 10.17509/jpp.v19i3.22326. DOI: https://doi.org/10.17509/jpp.v19i3.22326
L. C. Br Ginting and A. A. Magistra, “Membangun guru literat digital: Analisis kemampuan literasi digital mahasiswa PGSD,” J. Pedagog. Pendidik. Dasar, vol. 11, no. 1, pp. 40–51, Jun. 2024, doi: 10.17509/jppd.v11i1.70425. DOI: https://doi.org/10.17509/jppd.v11i1.70425
A. Habók, T. Z. Oo, and A. Magyar, “The effect of reading strategy use on online reading comprehension,” Heliyon, vol. 10, no. 2, e24281, Jan. 2024, doi: 10.1016/j.heliyon.2024.e24281. DOI: https://doi.org/10.1016/j.heliyon.2024.e24281
A. M, M. Asdam, and A. Asdar, “Investigating students’ reading strategies and reading comprehension through digital literacy environment,” AL-ISHLAH: J. Pendidik., vol. 16, no. 3, pp. 3370–3379, Aug. 2024, doi: 10.35445/alishlah.v16i3.5510. DOI: https://doi.org/10.35445/alishlah.v16i3.5510
G. T. Woreta, “Predictors of academic engagement of high school students: Academic socialization and motivational beliefs,” Front. Psychol., vol. 15, e1347163, Jul. 2024, doi: 10.3389/fpsyg.2024.1347163. DOI: https://doi.org/10.3389/fpsyg.2024.1347163
M.-T. Wang and R. Holcombe, “Adolescents’ perceptions of school environment, engagement, and academic achievement in middle school,” Am. Educ. Res. J., vol. 47, no. 3, pp. 633–662, Sep. 2010, doi: 10.3102/0002831209361209. DOI: https://doi.org/10.3102/0002831209361209
L. T. T. Hanh, P. K. Huyen, and H. K. Linh, “Exploring digital literacy of university students and variables affecting digital literacy levels,” Int. J. Instr., vol. 18, no. 2, pp. 51–68, Apr. 2025, doi: 10.29333/iji.2025.1824a. DOI: https://doi.org/10.29333/iji.2025.1824a
X. Ye, “A review of classroom environment on student engagement in English as a foreign language learning,” Front. Educ. (Lausanne)., vol. 9, e1415829, Jul. 2024, doi: 10.3389/feduc.2024.1415829. DOI: https://doi.org/10.3389/feduc.2024.1415829
A. F. Hayes and T. D. Little, Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. The Guilford Press, 2022.
Published
How to Cite
Issue
Section
Copyright (c) 2026 Muhammad Iqbal, Bambang Robiin, Agus Jayadi, Rila Hardiansyah, Ahmad Muslim

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









