Inter-Provincial Disparities in Students’ ICT Use in Indonesia: Insights for Digital Education Management
Universitas Pertahanan Republik Indonesia
Universitas Pertahanan Republik Indonesia
DOI:
https://doi.org/10.56943/jmr.v5i4.1131Digital transformation in education requires equitable student access to information and communication technology (ICT), yet conditions differ between regions. This study analysed inter-provincial disparity in ICT use among students in Indonesia and discussed its potential implications for digital education management. It was a descriptive analysis of secondary, aggregate provincial statistics from the 2025 Education Statistics, based on the March 2025 National Socio-Economic Survey (Susenas). Three indicators for students aged 5–23 years were examined: use of mobile phones, computers or laptops, and the internet. Descriptive statistics comprised the mean across provinces, standard deviation, minimum, maximum, and range. Disparity was largest for internet use (range 84.18 percentage points; standard deviation 16.32), followed by mobile phone use (76.48; 14.76) and computer or laptop use (35.51; 6.98). Mobile phone and internet data covered 38 provinces, whereas computer or laptop data covered 37 because no value was available for Papua Pegunungan. DI Yogyakarta ranked highest on all three indicators, and the lowest values were concentrated in the Papua region, suggesting that disparities cluster in specific regions. Computer or laptop use was low in nearly every province and showed the greatest relative dispersion. Interpreted through the UNESCO Six Pillars for the Digital Transformation of Education, the findings suggest that planning should be regionally differentiated and should treat devices separately from connectivity, given the differing types of devices required for different learning activities. District-level data are needed to confirm these implications.
Keywords: Digital Divide Digital Education Management ICT Use Provincial Disparity Students
Agoi, M. A., Sain, Z. H., Oshinowo, O. R., & Agoi, O. O. (2025). A Survey on the Importance and Impsct of the Internet on Life-Long E:ducation Implication For Educational Development. Acitya Wisesa: Journal of Multidisciplinary Research, 4(3), 28–42. https://doi.org/10.56943/jmr.v4i3.580
Atis, E., Norrmén-Smith, J., Cappelle, F. Van, & Ghobasny, D. (2024). Leadership in the digital transformation of education: what does it mean in practice? . Global Partnership for Education. https://www.globalpartnership.org/blog/leadership-digital-transformation-education-what-does-it-mean-practice
Ayllón, S., Holmarsdottir, H., & Lado, S. (2023). Digitally Deprived Children in Europe. Child Indicators Research, 16(3), 1315–1339. https://doi.org/10.1007/s12187-022-10006-w
BPS. (2025a). National Socio-Economic Survey (SUSENAS) March and Seruti Quarter I 2025.
BPS. (2025b). Statistik Pendidikan 2025. In Badan Pusat Statistik (Vol. 12).
Creswell, J. W., & Creswell, J. D. (2023). Research design: Qualitative, quantitative, and mixed methods approaches (Sixth). SAGE Publication, Inc.
Cullinan, J., Flannery, D., Harold, J., Lyons, S., & Palcic, D. (2021). The disconnected: COVID-19 and disparities in access to quality broadband for higher education students. International Journal of Educational Technology in Higher Education, 18(1), 26. https://doi.org/10.1186/s41239-021-00262-1
Hargittai, E. (2002). Second-Level Digital Divide: Differences in People’s Online Skills. First Monday, 7(4). https://doi.org/10.5210/fm.v7i4.942
Lythreatis, S., Singh, S. K., & El-Kassar, A.-N. (2022). The digital divide: A review and future research agenda. Technological Forecasting and Social Change, 175, 121359. https://doi.org/10.1016/j.techfore.2021.121359
Msafiri, M. M., Kangwa, D., & Cai, L. (2023). A systematic literature review of ICT integration in secondary education: what works, what does not, and what next? Discover Education, 2(1), 44. https://doi.org/10.1007/s44217-023-00070-x
Oshinowo, O. R., Agoi, M. A., Sain, Z. H., Sain, S. H., & Aziz, A. L. (2025). AN AI-DRIVEN TEACHING PROTOTYPE FOR EARLY CHILDHOOD EDUCATION: A DEVELOPMENTAL APPROACH TO EDUCATIONAL MANAGEMENT. Journal of Multidisciplinary Research, 4(2), 45–65. https://doi.org/10.56943/jmr.v4i2.867
Pierce, G. L., & Cleary, P. F. (2024). The persistent educational digital divide and its impact on societal inequality. PLOS ONE, 19(4), e0286795. https://doi.org/10.1371/journal.pone.0286795
Rahma, S. F., & Kartiasih, F. (2024). Pengaruh Infrastruktur Transportasi serta Teknologi Informasi dan Komunikasi (TIK) terhadap Ketimpangan Pendidikan di Indonesia. Jurnal Ekonomi Indonesia, 13(2), 153–170. https://doi.org/10.52813/jei.v13i2.453
Sharma, H., Agarwal, S., Goel, M., & Sharma, R. (2025). Revolutionising Learning: The Impact of Digital Transformation on Education Systems. 2025 5th International Conference on Internet of Things: Smart Innovation and Usages (IoT-SIU), 1–6. https://doi.org/10.1109/IOT-SIU65919.2025.11402748
Silva, J. C., Coelho Rodrigues, J., & Miguéis, V. L. (2024). Factors influencing the use of information and communication technologies by students for educational purposes. Education and Information Technologies, 29(8), 9313–9353. https://doi.org/10.1007/s10639-023-12132-6
Timotheou, S., Miliou, O., Dimitriadis, Y., Sobrino, S. V., Giannoutsou, N., Cachia, R., Monés, A. M., & Ioannou, A. (2023). Impacts of digital technologies on education and factors influencing schools’ digital capacity and transformation: A literature review. Education and Information Technologies, 28(6), 6695–6726. https://doi.org/10.1007/s10639-022-11431-8
van Deursen, A. J. A. M., & Helsper, E. J. (2015). The Third-Level Digital Divide: Who Benefits Most from Being Online? In Communication and Information Technologies Annual (pp. 29–52). Emerald Group Publishing Limited. https://doi.org/10.1108/S2050-206020150000010002
van Dijk, J. (2005). The Deepening Divide: Inequality in the Information Society. SAGE Publications, Inc. https://doi.org/10.4135/9781452229812
Wang, F., Ni, X., Zhang, M., & Zhang, J. (2024). Educational digital inequality: A meta-analysis of the relationship between digital device use and academic performance in adolescents. Computers & Education, 213, 105003. https://doi.org/10.1016/j.compedu.2024.105003
Youssef, A. Ben, Dahmani, M., & Ragni, L. (2022). ICT Use, Digital Skills and Students’ Academic Performance: Exploring the Digital Divide. Information, 13(3), 129. https://doi.org/10.3390/info13030129
Zhao, L., Cao, C., Li, Y., & Li, Y. (2022). Determinants of the digital outcome divide in E-learning between rural and urban students: Empirical evidence from the COVID-19 pandemic based on capital theory. Computers in Human Behavior, 130, 107177. https://doi.org/10.1016/j.chb.2021.107177