Digital economy development in Eastern Indonesia: The infrastructure and socio-economic dimensions
DOI:
https://doi.org/10.55942/pssj.v5i12.1040Keywords:
digital economy, public infrastructure, internet services, education, personal incomeAbstract
The growth of the digital economy brings both challenges and opportunities for regional economic development, especially in areas where infrastructure and human resources are unevenly distributed. This study examines how digital infrastructure and socio-economic factors influence ICT competence, which is a key driver of digital economic progress in Eastern Indonesia. Using data from 13 provinces between 2016 and 2023, the study applied a Fixed Effects Model (FEM) to analyze regional and time-based differences. The results show that Internet access has a strong positive impact on ICT competence, highlighting the critical role of digital infrastructure in boosting participation and reducing the digital gap. Education also plays a significant role, with improved education helping to build digital literacy and better prepare the population for technological change. On the other hand, income does not seem to have a significant effect on ICT competence, suggesting that economic factors are not yet the main drivers of technological skills in the region. Overall, the findings emphasize that digital development in Eastern Indonesia is primarily influenced by the availability of infrastructure and the quality of human resources. To support inclusive and sustainable digital growth, policies should focus on ensuring equal access to the Internet and incorporating digital literacy into education.
References
Ali, M. A., Alam, K., Taylor, B., & Rafiq, S. (2019). Do income distribution and socio-economic inequality affect ICT affordability? Evidence from Australian household panel data. Economic Analysis and Policy, 64, 317–328. https://doi.org/10.1016/j.eap.2019.10.003
Anggoro, F., Caraka, R. E., Prasetyo, F. A., Ramadhani, M., Gio, P. U., Chen, R.-C., & Pardamean, B. (2022). Revisiting Cluster Vulnerabilities towards Information and Communication Technologies in the Eastern Island of Indonesia Using Fuzzy C Means. Sustainability, 14(6), 3428. https://doi.org/10.3390/su14063428
Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277. https://doi.org/10.2307/2297968
Ayyildiz, P., Yilmaz, A., & Baltaci, H. S. (2021). Exploring Digital Literacy Levels and Technology Integration Competence of Turkish Academics. International Journal of Educational Methodology, 7, 15–31. https://doi.org/10.12973/ijem.7.1.15
Blyznyuk, O., & Hotsaniuk, T. (2024). DIGITAL COMPETENCE AMONG THE KEY COMPONENTS OF FUTURE MASTERS OF PRIMARY EDUCATION PROFESSIONAL TRAINING: THEORETICAL INTERPRETATIONS. Journal of Vasyl Stefanyk Precarpathian National University, 11, 164–172. https://doi.org/10.15330/jpnu.11.1.164-172
Ciarreta, A., Espinosa, M. P., & Zarraga, A. (2019). Panel Data Analysis. In Encyclopedia of Law and Economics (pp. 1549–1550). Springer New York. https://doi.org/10.1007/978-1-4614-7753-2_360
de Araujo, M. H., Reinhard, N., & Cunha, M. A. (2018). Electronic government services in Brazil: An analysis based on measures of access and users’ Internet skills. Revista de Administracao Publica, 52, 676–694. https://doi.org/10.1590/0034-7612171925
Farliana, N., Murniawaty, I., & Hardianto, H. (2024). Sustainability of the Digital Economy in Indonesia: Opportunities, Challenges and Future Development. Review of Business and Economics Studies, 11(4), 21–28. https://doi.org/10.26794/2308-944X-2023-11-4-21-28
Fong, M. W. L. (2009). Digital Divide Between Urban and Rural Regions in China. The Electronic Journal Ff Information Systems in Developing Countries, 36(1), 1–12. https://doi.org/10.1002/j.1681-4835.2009.tb00253.x
Formichella, M. M., Alderete, M. V., & Di Meglio, G. (2020). New technologies in households: Is there an educational payoff? evidence from Argentina. Education in the Knowledge Society, 21, 181–1814. https://doi.org/10.14201/eks.23553
Frondel, M., & Vance, C. (2010). Fixed, random, or something in between? A variant of Hausman’s specification test for panel data estimators. Economics Letters, 107(3), 327–329. https://doi.org/10.1016/j.econlet.2010.02.007
Garcia, D. L. (2003). Technology and Social Inclusion: Rethinking the Digital Divide . By Mark Warschauer. Cambridge, Mass.: MIT Press, 2003. Pp. xii+260. . American Journal of Sociology, 109, 767–768. https://doi.org/10.1086/381987
Goodman, R. J. B. (2013). Econometrics. In Applications of Mathematics in Economics (pp. 75–90). The Mathematical Association of America. https://doi.org/10.5948/9781614443179.009
Granger, C. W. J., & Newbold, P. (1974). Spurious regressions in econometrics. Journal of Econometrics, 2(2), 111–120. https://doi.org/10.1016/0304-4076(74)90034-7
Islam, T., & Uthso, N. A. (2024). Investigating the causal relationship between wealth index and ICT skills: a mediation analysis approach. Scientific Reports, 14(1), 19786. https://doi.org/10.1038/s41598-024-71090-2
Javorcik, T. (2017). PLE as a Tool for the Development of the Learning to Learn Competence. Proceedings of the European Conference on E-Learning. https://www.researchgate.net/publication/322665614_PLE_as_a_Tool_for_the_Development_of_the_Learning_to_Learn_Competence
Kezdi, G. (2005). Robus Standard Error Estimation in Fixed-Effects Panel Models. In Econometrics (Vol. 0508018). University Library of Munich. https://econwpa.ub.uni-muenchen.de/econ-wp/em/papers/0508/0508018.pdf
Kharisma, B. (2022). Surfing alone? The Internet and social capital: evidence from Indonesia. Journal of Economic Structures, 11(1), 8. https://doi.org/10.1186/s40008-022-00267-7
Kushadiani, S. K., Nugroho, B., Mardian, S., Muhammad-Bello, B., & Hermawan, A. (2021). Evaluating Digital Economy in the Covid-19 Pandemic Era: A Review. 6th International Conference on Sustainable Information Engineering and Technology 2021, 80–85. https://doi.org/10.1145/3479645.3479653
Ma, R., Zhu, M., Sun, J., & Zhang, X. (2023). Spatial Distribution of Digital Economy Model in Zhejiang Province, China. Tropical Geography, 43(4), 745–757. https://doi.org/10.13284/j.cnki.rddl.003662
Mochalina, M. V., Gruzdeva, M. L., Smirnova, Z. V., Chaykina, Z. V., & Tsapina, T. N. (2025). The Role of the Educational Space in the Process of Informatization of Society. In Advances in Science, Technology and Innovation: Vol. Part F354 (pp. 183–188). Springer Nature. https://doi.org/10.1007/978-3-031-83041-9_31
Muñoz-Espinoza, K., Gutiérrez-Aguado, A., Caballero-Montes, A., & Angeles-Donayre, M. (2025). Disparities in access to and knowledge of ICT among health sciences students in Peru: The National Household Survey on Living Conditions and Poverty (ENAHO) 2022. Educacion Medica, 26. https://doi.org/10.1016/j.edumed.2024.100976
Murwaningsih, T. (2025). The Impact of Teachers’ Professional Development on The Internet Self-Efficacy and ICT Competencies. Data and Metadata, 4, 531. https://doi.org/10.56294/dm2025531
Nash, K., & Wakefield, R. (2025). Mapping the Pathways: Stigmergy Theory as a Lens for Analyzing e-Participation. International Journal of Public Administration. https://doi.org/10.1080/01900692.2025.2466658
Novianti, T., ’Ilmi, S. W., Muhibuddin, F. W., Chasanah, A., Inayah, I., Hadiarto, A., & Utami, A. D. (2025). How Mobile Internet and E-Commerce Drive Economic Growth: District-Level Insights From Indonesia. International Journal of Economics and Finance Studies, 17(1), 146–169. https://doi.org/10.34109/ijefs.202517109
Park, S., & Weng, W. (2020). The relationship between ICT-related factors and student academic achievement and the moderating effect of country economic indexes across 39 countries: Using multilevel structural equation modelling. Educational Technology and Society, 23(3), 1–15. https://www.jstor.org/stable/26926422?seq=1
Priimak, E. V., & Razina, I. S. (2020). Information and communication technology in the professional activity of higher school teachers. Journal of Physics: Conference Series, 1691. https://doi.org/10.1088/1742-6596/1691/1/012077
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
Rodríguez Arenas, J. L., & Gamboa, L. F. (2024). Does access to ICTs equally matter for men and women in terms of academic exam performance? The case of middle education in Colombia. Revista de Economía Del Rosario, 26(2), 1–32. https://doi.org/10.12804/revistas.urosario.edu.co/economia/a.14427
Rolando, B., & Mulyono, H. (2025). E-Commerce as a Catalyst for Digital Economy Development: A Study of Marketing Strategies and Their Impact. Journal of Distribution Science, 23(4), 61–79. https://doi.org/10.15722/jds.23.04.202504.61
Saputra, F. T., Indrabudi, T., Dirgahayu, D., Karman, & Mudjiyanto, B. (2023). Initiatives of the Indonesian Government for Digital Transformation in Rural Areas. E3S Web of Conferences, 444, 03001. https://doi.org/10.1051/e3sconf/202344403001
Scherer, R., & Siddiq, F. (2019). The relation between students’ socioeconomic status and ICT literacy: Findings from a meta-analysis. Computers & Education, 138, 13–32. https://doi.org/10.1016/j.compedu.2019.04.011
Shima, B., & Jaupaj, A. (2025). The Impact of Digital Competencies on Students’ Attitudes towards the Use of Information and Communication Technology. Wseas Transactions on Environment and Development, 21, 714–728. https://doi.org/10.37394/232015.2025.21.59
Suhendra, I., Istikomah, N., Anwar, C. J., Supriadi, A., Wakhid, A. A., Purwanda, E., & Salim, A. (2025). Influence of the digital economy on economic growth: empirical study of a region in Indonesia. Cogent Economics & Finance, 13(1). https://doi.org/10.1080/23322039.2025.2457477
Susanto, A. (2018). The Digital Poverty and Empowerment Issue in Indonesia. 2018 International Conference on ICT for Rural Development (IC-ICTRuDev), 137–141. https://doi.org/10.1109/ICICTR.2018.8706859
Thao, T. T. P., Thi-Nga, H., Hang, N. T. T., Minh Thai, D. T., Linh, H. T. K., Hong Nhung, N. Do, Huong Giang, N. Do, & Dinh, N. Van. (2024). The Influence of Gender and Training Sector on the ICT Competency of Pre-Service Teachers in Vietnam: Using the UNESCO ICT Competency Framework. International Journal of Learning, Teaching and Educational Research, 23(3), 411–427. https://doi.org/10.26803/ijlter.23.3.20
Uchôa, C. F. A., Cribari-Neto, F., & Menezes, T. A. (2014). Testing inference in heteroskedastic fixed effects models. European Journal of Operational Research, 235(3), 660–670. https://doi.org/10.1016/j.ejor.2014.01.032
United Nations Development Programme. (2023). UNDP Policy Volume: Indonesia Needs a Strong Digital Inclusivity Index. https://www.undp.org/indonesia/press-releases/undp-policy-volume-indonesia-needs-strong-digital-inclusivity-index
Verbeek, M. (2021). Panel Methods for Finance. De Gruyter. https://doi.org/10.1515/9783110660739
Wamuyu, P. K. (2017). Bridging the digital divide among low income urban communities. Leveraging use of Community Technology Centers. Telematics and Informatics, 34, 1709–1720. https://doi.org/10.1016/j.tele.2017.08.004
Warschauer, M. (2003). Technology and social inclusion : rethinking the digital divide. In https://books.google.co.id/books?id=nU4zz1O88mAC&printsec=copyright&hl=id#v=onepage&q&f=false. MIT Press.
World Bank. (2021). Beyond Unicorns: Harnessing Digital Technologies for Inclusion in Indonesia. https://www.worldbank.org/en/country/indonesia/publication/beyond-unicorns-harnessing-digital-technologies-for-inclusion-in-indonesia
Xiong, X. B., & Lim, C. P. (2015). Curriculum Leadership and the Development of ICT in Education Competencies of Pre-service Teachers in South China. The Asia-Pacific Education Researcher, 24(3), 515–524. https://doi.org/10.1007/s40299-015-0238-1
Yang, Z. (2021). Joint tests for dynamic and spatial effects in short panels with fixed effects and heteroskedasticity. Empirical Economics, 60(1), 51–92. https://doi.org/10.1007/s00181-020-01935-y
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