A Multidimensional Model for Mapping the Digital Divide in Indonesia’s Underdeveloped, Frontier, and Outermost (3T) Regions through a Systematic Literature Review Approach

Authors

  • Syahrul Hidayanto Universitas Indonesia, Indonesia
  • Billy Sarwono Universitas Indonesia, Indonesia
  • Ilya R. Sunarwinadi Universitas Indonesia, Indonesia
  • Irwansyah Universitas Indonesia, Indonesia

DOI:

https://doi.org/10.30762/mediakita.v10i2.3480

Keywords:

Digital Divide, Indonesia's 3T, Multidimensional Model, Prisma, SLR

Abstract

This study aims to map the digital divide in Indonesia's Underdeveloped, Frontier, and Outermost (3T) regions through a multidimensional approach using the Systematic Literature Review (SLR) method. Given the increasingly complex digital divide, which no longer centers on access alone, this study examines four main dimensions: access, usage, digital capability, and digital outcomes. Furthermore, this study examines the social, psychological, economic, and institutional determinants that contribute to variations in disparities between community groups. The researchers employed the SLR method following the PRISMA 2020 protocol and analyzed 29 articles from Q1 Scopus-indexed journals published between 2019 and 2025. The data analysis indicates that limited digital infrastructure, low digital literacy, inadequate socio-institutional support, and psychosocial barriers, such as technology anxiety, collectively exacerbate the digital divide, particularly for vulnerable groups, including women, older adults, teachers, and low-income communities. Furthermore, the findings also indicate that infrastructure alone is insufficient to address the digital divide without strong literacy interventions, technological trust, and community support. Furthermore, the digital divide significantly affects access to essential public services, including education, digital health, and economic opportunities. Ultimately, this study offers a multidimensional model that integrates technical, social, psychological, and institutional factors to elucidate the structure of the digital divide in Indonesia's 3T regions, providing a conceptual foundation for formulating more targeted digital inclusion policies.

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References

Cheng, H., Lyu, K., Li, J., & Shiu, H. (2022). Bridging the digital divide for rural older adults by family intergenerational learning: A classroom case in a rural primary school in China. International Journal of Environmental Research and Public Health, 19(1), 371. https://doi.org/10.3390/ijerph19010371

Crowe, J., Nikolic-Khatatbeh, J., & Li, R. (2024). The digital health divide: Understanding telehealth adoption across racial lines in rural Illinois. SSM - population health, 26, 101665. https://doi.org/10.1016/j.ssmph.2024.101665

Cui, Y., He, Y., Xu, X., Zhou, L., & Nutakor, J. A. (2024). Can cultural capital, cognitive ability, and economic capacity help rural older adults bridge the digital divide? Evidence from an empirical study. Frontiers in public health, 12, 1393651. https://doi.org/10.3389/fpubh.2024.1393651

Diana, P., Piseddu, A., Cadeddu, M., Zanetti, M., Lorenzoni, V., Montisci, R., & Montisci, M. (2025). The digital divide and the elderly: How urban and rural realities shape well-being and social inclusion in the Sardinian context. International Journal of Environmental Research and Public Health, 22(1), 1–18.

Esteban-Navarro, M. Á., García-Madurga, M. Á., Morte-Nadal, T., & Nogales-Bocio, A.-I. (2020). The rural digital divide in the face of the COVID-19 pandemic in Europe—Recommendations from a scoping review. Informatics, 7(4), 48. https://doi.org/10.3390/informatics7040048

Feurich, I., Mehdi, T., & Häder, M. (2023). Towards bridging the urban–rural digital divide: A taxonomy of best practices implemented in the EU Member States. Journal of Rural Studies, 100, 103–115.

Ishmuradova, I., Chistyakov, A., Klebanov, L., Sliusar, V., Sliusar, M., Devyatkin, G., & Drobysheva, N. (2024). A decadal review of the role of communication-mobile technologies in promoting digital inclusion: Digital divide. Online Journal of Communication and Media Technologies. https://doi.org/10.30935/ojcmt/14709

Kiviaho, A., & Einolander, J. (2022). Digitalisation and wellbeing in shrinking rural communities. Technology in Society, 70, 102051.

Komdigi. (2025). Indeks Masyarakat Digital Indonesia 2025. https://imdi.sdmdigital.id/unduh-laporan/Publikasi%20Indeks%20Masyarakat%20Digital%20Indonesia%28IMDI%29

Laskar, M. H. (2023). Examining the emergence of digital society and the digital divide in India.

Lembani, R., Gunter, A., Breines, M., & Dalu, M. T. B. (2019). The same course, different access: The digital divide between urban and rural distance education students in South Africa. Journal of Geography in Higher Education. Advance online publication. https://doi.org/10.1080/03098265.2019.1694876

Li, M. (2024). Exploring the digital divide in primary education: Urban–rural mathematics teachers’ TPACK and attitudes. Education and Information Technologies. 30. 1913-1945. 10.1007/s10639-024-12890-x.

Li, Z., & Chen, M. (2025). Bridging the urban–rural divide: Digital literacy as a catalyst for enhancing physical exercise participation in China. Frontiers in Public Health, 13, 1–15.

Liu, Y. (2024). Analyzing the Impact of the Digital Divide on Individuals, Families, and Society: A Technological Perspective. Journal of Applied Economics and Policy Studies. https://doi.org/10.54254/2977-5701/2024.18281

Marshall, C. (2022). A new rural digital divide? Journal of Rural Studies, 97, 253–262.

Mehra, B., Sikes, E. S., & Singh, V. (2020). Scenarios of technology use to promote community engagement: Overcoming marginalization and bridging digital divides in the Southern and Central Appalachian rural libraries. Information Processing & Management, 57(3), 102129. https://doi.org/10.1016/j.ipm.2019.102129

Meng, X., Li, T., Du, H., & Jiao, Y. (2023). Mechanisms and heterogeneity in the construction of network infrastructure to help rural households bridge the digital divide.

Morris, J., Morris, W., & Bowen, R. (2022). Implications of the digital divide on rural SME resilience. Journal of Rural Studies, 89, 369–377. https://doi.org/10.1016/j.jrurstud.2022.11.002

Mujiati, Nanik & Oktavia, Nila A. (2023). Media Dakwah di Era Milenial: Tinjauan Tafsir Al-Qur’an dan Hadits: Studi Penggunaan Media Dakwah pada Komunitas Sentra Kajian Pribadi Nabi. Mediakita, 7(1), 99–113. https://doi.org/10.30762/mediakita.v7i1.876

Olson, K. L., Phillips, A., Smyth, J., & Stenger, E. (2025). The Urban–Rural Digital Divide in Internet Access and Online Activities During COVID-19. Rural Sociology. https://doi.org/10.1111/ruso.12495

Peng, X., & Dan, J. (2023). Digital dividend or digital divide? Digital economy and urban-rural income inequality in China. Telecommunications Policy. https://doi.org/10.1016/j.telpol.2023.102671

Ragnedda, M. (2017). The Third Digital Divide: A Weberian Approach to Digital Inequalities. **. https://doi.org/10.4324/9781315606002

Ragnedda, M., Ruiu, M., & Addeo, F. (2022). The self-reinforcing effect of digital and social exclusion: The inequality loop. Telematics Informatics, 72, 101852. https://doi.org/10.1016/j.tele.2022.101852

Retpitasari, E. (2023). Dampak Pemahaman Keagamaan dan Kemampuan Literasi Media Terhadap Sebaran Berita Hoax di Komunitas Surabaya Mengaji. Mediakita, 6(2), 183–195. https://doi.org/10.30762/mediakita.v6i2.921

Robinson, L., Schulz, J., Blank, G., Ragnedda, M., Ono, H., Hogan, B., Mesch, G., Cotten, S., Kretchmer, S., Hale, T., Yan, P., Wellman, B., Harper, M., Quan-Haase, A., Dunn, H., Casilli, A., Tubaro, P., Carveth, R., Chen, W., Wiest, J., Dodel, M., Stern, M., Ball, C., Huang, K., Khilnani, A., & Drabowicz, T. (2020). Digital inequalities 2.0: Legacy inequalities in the information age. First Monday, 25. https://doi.org/10.5210/fm.v25i7.10842

Ruecker, T. (2022). Digital divides in access and use in literacy instruction in rural high schools. Computers and Composition, 64, 102709. https://doi.org/10.1016/j.compcom.2022.102709

Shang, Y., Martinez, J. N., & Wu, L. (2025). Digital divide and health professional shortages: Telehealth access for chronic disease management in rural Florida. Telemedicine and e-Health, 31(2), 1–12.

Tang, L., Li, Y., & Wu, X. (2024). The impact of the digital divide on rural older people’s mental quality of life. Heliyon. https://doi.org/10.1016/j.heliyon.2024.e02859

Tewathia, N., Kamath, A., & Ilavarasan, P. (2020). Social inequalities, fundamental inequities, and recurring of the digital divide: Insights from India. Technology in Society, 61, 101251. https://doi.org/10.1016/j.techsoc.2020.101251

Thomä, J. (2023). An urban-rural divide (or not?): Small firm location and the use of digital technologies. Journal of Rural Studies, 97, 214–223.

Udisha, & Philomina, M. (2024). Bridging the Digital Divide: Empowering Rural Women Farmers Through Mobile Technology in Kerala. Sustainability. https://doi.org/10.3390/su17010345

Utami, H. Putri. (2020). DAKWAH DIGITAL NAHDLATUL ULAMA DALAM MEMAHAMI NILAI-NILAI ASWAJA AN NAHDLIYYAH. Mediakita, 4(2), 107–123. https://doi.org/10.30762/mediakita.v4i2.2621

Wang, H., & Li, Y. (2025). Mitigate or exacerbate? Assessing digital engagement’s impact on mental health inequalities across gender and urban–rural divides. Frontiers in Psychology, 16, 1–14.

Wang, Y., Li, X., & Huang, Y. (2023). Psychological digital divide and information systems continuance intention among the elderly in rural China. Information & Management, 61(1), 103699.

Yan, Y., Cheng, L., Lin, Q., & He, Q. (2023). Promoting or inhibiting: The impact of China's urban-rural digital divide on regional environmental development. Environmental Science and Pollution Research, 30(47), 112710–112724. https://doi.org/10.1007/s11356-023-30346-6

Ye, L., & Yang, H. (2020). From digital divide to social inclusion: A tale of mobile platform empowerment in rural areas. Sustainability, 12(6), 2381. https://doi.org/10.3390/su12062381

Zhang, X., Liu, Y., & Huang, Q. (2025). The digital divide of older people in communities: Urban–rural, gender, and health disparities and inequities. Healthcare, 13(2), 1–20.

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

Zhao, W. (2024). A study of the impact of the new digital divide on the ICT competences of rural and urban secondary school teachers in China. Heliyon. https://doi.org/10.1016/j.heliyon.2024.e00999

Zheng, Y., & Walsham, G. (2021). Inequality of what? An intersectional approach to digital inequality under Covid-19. Information and Organization, 31, 100341–100341. https://doi.org/10.1016/j.infoandorg.2021.100341

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Published

2026-07-10

How to Cite

Hidayanto, S., Sarwono, B., Sunarwinadi, I. R., & Irwansyah. (2026). A Multidimensional Model for Mapping the Digital Divide in Indonesia’s Underdeveloped, Frontier, and Outermost (3T) Regions through a Systematic Literature Review Approach. Mediakita , 10(2), 356–384. https://doi.org/10.30762/mediakita.v10i2.3480