Transformasi Kesenjangan Digital Multi-Level: Analisis Akses, Literasi Strategis, dan Dampak pada Kinerja Akademik Mahasiswa NTT

Authors

  • Maria Florentina Rumba Institut Filsafat dan Teknologi Kreatif Ledalero
  • Valencia Bonaventura Ina Atawolo Institut Filsafat dan Teknologi Kreatif Ledalero
  • Vinsensius More Nggori Institut Filsafat dan Teknologi Kreatif Ledalero
  • Yuliana Logi Tukan Institut Filsafat dan Teknologi Kreatif Ledalero
  • Indrianingsih Chandra Institut Filsafat dan Teknologi Kreatif Ledalero

DOI:

https://doi.org/10.55123/jumintal.v4i2.6849

Keywords:

Digital Divide, University Students, Digital Literacy, Access and Usage, Digital Inequality

Abstract

This study investigates the multi-layered digital divide among university students in East Nusa Tenggara (NTT), a region characterized by significant geographical and socioeconomic disparities. Utilizing a mixed-methods approach involving surveys and interviews across various NTT universities, the research examines the digital divide across three levels: Access (Level 1), Skills (Level 2), and Outcome (Level 3). The findings reveal that the primary Level 1 barrier is not device ownership, but rather the poor reliability and high cost of internet access, which is largely dictated by uneven geographical infrastructure distribution. At Level 2, students demonstrate high proficiency in basic operational skills (e.g., office software) but exhibit significant weaknesses in higher-order digital literacy, particularly in digital security, information credibility assessment, and strategic academic usage. Crucially, the Level 3 gap is defined by a significant disparity in outcome, where the aspiration for using technology for productivity and self-development ranks highest, yet the actual capacity for advanced strategic functions remains the lowest, underscoring a fundamental gap between awareness and practical empowerment. This study confirms that the digital divide in NTT is a shift from access to strategic capability, demanding targeted policy interventions focused on network equity and advanced digital literacy training.

Downloads

Download data is not yet available.

References

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, 100662. https://doi.org/10.1016/j.oor.2024.100662

Alenezi, M., Wardat, S., & Akour, M. (2023). The Need of Integrating Digital Education in Higher Education: Challenges and Opportunities. Sustainability (Switzerland), 15(6), 1–12. https://doi.org/10.3390/su15064782

Bala, K. (2019). Connecting the unconnected gender. JIMS8M: The Journal of Indian Management & Strategy, 24(1), 4. https://doi.org/10.5958/0973-9343.2019.00001.2

Cahyadi, A., Hendryadi, & Widyastuti, S. (2021). The complexity of remote teaching in emergency situations : In- itial basic principles to avoiding technological boundaries. March, 1–12. https://doi.org/10.20944/preprints202103.0563.v1

Chen, Z., Cui, R., Tang, C., & Wang, Z. (2024). Can digital literacy improve individuals’ incomes and narrow the income gap? Technological Forecasting and Social Change, 203(February 2023), 123332. https://doi.org/10.1016/j.techfore.2024.123332

Choczyńska, A. (2024). INTERSECTIONAL DIGITAL INEQUALITY IN INDONESIA * Agnieszka Choczyńska. Insights into Regional Development, 6(3), 11–22. https://doi.org/10.70132/a2853658265

Deursen, A., & Helsper, E. (2015). The Third-Level Digital Divide: Who Benefits Most from Being Online? 10, 29–52. https://doi.org/10.1108/s2050-206020150000010002

Dijk, J. (2012). The Evolution of the Digital Divide - The Digital Divide Turns to Inequality of Skills and Usage. 57–78. https://consensus.app/papers/the-evolution-of-the-digital-divide-the-digital-divide-dijk/43c44e93c9185f268f8a620f05887092/

Habibi, A., Sofyan, S., & Mukminin, A. (2023). Factors affecting digital technology access in vocational education. Scientific Reports, 13(1), 1–12. https://doi.org/10.1038/s41598-023-32755-6

Halim, U., & Hidayat, N. (2025). The Sequential Levels of the Digital Divide in the Educational Domain Among Indonesian University Students. INJECT (Interdisciplinary Journal of Communication), 10(1), 179–208. https://doi.org/10.18326/inject.v10i1.4427

Jaya, I. G. N. M., Pahlevi, S. M., Susenna, A., Agustina, L., Kusumasari, D., Sukma, Y. A. A., Hernikawati, D., Rahmi, A. A., Pravitasari, A. A., & Kristiani, F. (2024). Framework for Monitoring the Spatiotemporal Distribution and Clustering of the Digital Society Index of Indonesia. Sustainability (Switzerland), 16(24), 1–22. https://doi.org/10.3390/su162411258

Machfud, A. K., & Kartiwi, M. (2018). Is There a Relationship between ICT Development and Human Development?: An Analysis of Six Major Islands of Indonesia from 2012 to 2016. 2018 International Conference on Information and Communication Technology for the Muslim World (ICT4M), 132–137. https://doi.org/10.1109/ICT4M.2018.00033

Mailizar, M., Burg, D., & Maulina, S. (2021). Examining university students’ behavioural intention to use e-learning during the COVID-19 pandemic: An extended TAM model. Education and Information Technologies, 26(6), 7057–7077. https://doi.org/10.1007/s10639-021-10557-5

Nababan, H. (2024). Digital health divide in Indonesia: evidence from national- level data. Digital Health Divide in Indonesia: Evidence from National-Level Data, 2024. https://academic.oup.com/eurpub/article/34/Supplement_3/ckae144.426/7843914

Obilor, E., & Isaac. (2023). Convenience and Purposive Sampling Techniques: Are they the Same? https://consensus.app/papers/convenience-and-purposive-sampling-techniques-are-they-obilor-isaac/36138d7bbc785fa59eb65f41b8b7cf63/

Prakasa, Y., Siti Astuti, E., & Damayanti, A. (2021). Key Driver of Knowledge Worker Productivity: the Roles of Personal Knowledge Management 2.0 and Digital Competence. Profit, 15(01), 64–73. https://doi.org/10.21776/ub.profit.2021.015.01.7

Puspitasari, L., & Ishii, K. (2016). Digital divides and mobile Internet in Indonesia: Impact of smartphones. Telematics and Informatics, 33(2), 472–483. https://doi.org/https://doi.org/10.1016/j.tele.2015.11.001

Rahiem, M. D. H. (2020). Technological barriers and challenges in the use of ICT during the COVID-19 emergency remote learning. Universal Journal of Educational Research, 8(11B), 6124–6133. https://doi.org/10.13189/ujer.2020.082248

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

Rasimin, Semma, A. B., Zakiyuddin, Ali, M., & Helmy, M. I. (2024). Multi-dimensional challenges in the Indonesian social science information technology-based learning: A systematic literature review. Heliyon, 10(7), e28706. https://doi.org/10.1016/j.heliyon.2024.e28706

Riadi, B., Prasetya, R. A., Maydiantoro, A., Winatha, I. K., Putrawan, G. E., & Dzakiria, H. (2022). Perceptions of Students in Indonesian Higher Education Institutions Regarding Internet Access for Online (Remote) Learning during the COVID-19 Pandemic. International Journal of Information and Education Technology, 12(6), 571–577. https://doi.org/10.18178/ijiet.2022.12.6.1655

Sahidillah, M. W., & Miftahurrisqi, P. (2019). Whatsapp sebagai Media Literasi Digital Siswa. Jurnal VARIDIKA, 31(1), 52–57. https://doi.org/10.23917/varidika.v1i1.8904

Scheerder, A., van Deursen, A., & van Dijk, J. (2017). Determinants of Internet skills, uses and outcomes. A systematic review of the second- and third-level digital divide. Telematics and Informatics, 34(8), 1607–1624. https://doi.org/10.1016/j.tele.2017.07.007

Suhartono, Ausat, A. M. A., & Azzaakiyyah, H. K. (2025). Jurnal Kependidikan: 11(1), 63–74.

Sujarwoto, S., & Tampubolon, G. (2016). Spatial inequality and the Internet divide in Indonesia 2010–2012. Telecommunications Policy, 40(7), 602–616. https://doi.org/https://doi.org/10.1016/j.telpol.2015.08.008

Surya, B., Menne, F., Sabhan, H., Suriani, S., Abubakar, H., & Idris, M. (2021). Economic growth, increasing productivity of smes, and open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 1–37. https://doi.org/10.3390/joitmc7010020

Susanto, T. D., Assani, S., & Caroline Chan. (2025). Importance IT Role of IT Self-Efficacy towards Actual Competency, IT Usage, and Productivity: A Case Study on University Students. Indonesian Journal of Information Systems, 7(2), 204–217. https://doi.org/10.24002/ijis.v7i2.10044

Syahruddin, S., Yaakob, M. F. M., Rasyad, A., Widodo, A. W., Sukendro, S., Suwardi, S., Lani, A., Sari, L. P., Mansur, M., Razali, R., & Syam, A. (2021). Students’ acceptance to distance learning during Covid-19: the role of geographical areas among Indonesian sports science students. Heliyon, 7(9), e08043. https://doi.org/10.1016/j.heliyon.2021.e08043

van Deursen, A. J. A. M., & van Dijk, J. A. G. M. (2019). The first-level digital divide shifts from inequalities in physical access to inequalities in material access. New Media and Society, 21(2), 354–375. https://doi.org/10.1177/1461444818797082

Veena, S., & Senthil Kumar, R. (2023). Revolution of ICT in Higher Education. International Journal of Science and Research (IJSR), 12(9), 1605–1608. https://doi.org/10.21275/sr23919110739

Wang, X. (2024). Use of proper sampling techniques to research studies. Applied and Computational Engineering, 57(1), 141–145. https://doi.org/10.54254/2755-2721/57/20241324

Yudiawan, A., Sunarso, B., Suharmoko, Sari, F., & Ahmadi. (2021). Successful online learning factors in covid-19 era: Study of islamic higher education in west papua, indonesia. International Journal of Evaluation and Research in Education, 10(1), 193–201. https://doi.org/10.11591/ijere.v10i1.21036

Downloads

Published

2025-11-15

How to Cite

Maria Florentina Rumba, Valencia Bonaventura Ina Atawolo, Vinsensius More Nggori, Yuliana Logi Tukan, & Indrianingsih Chandra. (2025). Transformasi Kesenjangan Digital Multi-Level: Analisis Akses, Literasi Strategis, dan Dampak pada Kinerja Akademik Mahasiswa NTT . JUMINTAL: Jurnal Manajemen Informatika Dan Bisnis Digital, 4(2), 342–357. https://doi.org/10.55123/jumintal.v4i2.6849