IDEAS home Printed from https://ideas.repec.org/a/vrs/econom/v13y2025i2p203-222n1010.html
   My bibliography  Save this article

Does Digital Literacy Mediate the Relationship bBetween ICT and Regional Own-Source Revenue?

Author

Listed:
  • Priambodo Aji

    (Jenderal Soedirman University, Faculty of Economics and Business, Department of Economics, Indonesia)

  • Anwar Nurul

    (Jenderal Soedirman University, Faculty of Economics and Business, Department of Economics, Indonesia)

  • Suharno

    (Jenderal Soedirman University, Faculty of Economics and Business, Department of Economics, Indonesia)

Abstract

This study examines the mediating role of digital literacy in the relationship between ICT development and regional own-source revenue across Indonesia’s 34 provinces from 2018 to 2022. The research addresses a critical gap in understanding how digital competencies influence the effectiveness of ICT investments in generating regional revenue. Using structural equation modeling and panel data analysis, the research investigates how three ICT components (infrastructure, usage, and skills) influence digital literacy and regional revenue generation. The study employs comprehensive data from Indonesia’s Central Bureau of Statistics (BPS) and the Ministry of Communication and Information Technology of Indonesia, analyzing both direct effects and mediation pathways. The findings reveal several key insights: First, ICT infrastructure shows an unexpected negative correlation with digital literacy, challenging assumptions about infrastructure investment. Second, both ICT usage and skills demonstrate significant positive effects on digital literacy development. Third, digital literacy positively influences regional own-source revenue. Fourth, digital literacy significantly mediates the relationships between all ICT components and regional revenue, with the strongest mediation effect found in ICT infrastructure. These results suggest that policymakers should adopt an integrated approach combining infrastructure development with programs to enhance ICT usage and skills while prioritizing digital literacy education. The findings contribute to understanding digital transformation’s role in regional economic development and provide evidence-based guidance for bridging the digital divide in developing economies, particularly in the context of Indonesia’s diverse geographical and socioeconomic landscape.

Suggested Citation

  • Priambodo Aji & Anwar Nurul & Suharno, 2025. "Does Digital Literacy Mediate the Relationship bBetween ICT and Regional Own-Source Revenue?," Economics, Sciendo, vol. 13(2), pages 203-222.
  • Handle: RePEc:vrs:econom:v:13:y:2025:i:2:p:203-222:n:1010
    DOI: 10.2478/eoik-2025-0037
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/eoik-2025-0037
    Download Restriction: no

    File URL: https://libkey.io/10.2478/eoik-2025-0037?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Yu, Zehui & Li, Yiming & Dai, Lihua, 2023. "Digital finance and regional economic resilience: Theoretical framework and empirical test," Finance Research Letters, Elsevier, vol. 55(PA).
    2. Haftu, Girmay Giday, 2019. "Information communications technology and economic growth in Sub-Saharan Africa: A panel data approach," Telecommunications Policy, Elsevier, vol. 43(1), pages 88-99.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Decai Tang & Ziqian Zhao & Jiannan Li & Valentina Boamah, 2024. "Research on coupling coordination degree of digital finance and economic resilience in the Yangtze River Economic Belt," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 120(15), pages 14279-14309, December.
    2. Abdulqadir, Idris A. & Asongu, Simplice A., 2022. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 44-61.
    3. Xiaodong Yang & Yang Xu & Asif Razzaq & Desheng Wu & Jianhong Cao & Qiying Ran, 2024. "Roadmap to achieving sustainable development: Does digital economy matter in industrial green transformation?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2583-2599, June.
    4. Bright Akwasi Gyamfi & Divine Q. Agozie & Festus Victor Bekun & Cihat Köksal, 2024. "Beyond the Environmental Kuznets Curve in South Asian economies: accounting for the combined effect of information and communication technology, human development and urbanization," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 11263-11288, May.
    5. Simplice A. Asongu & Joseph Nnanna & Vanessa S. Tchamyou, 2020. "Finance, Institutions and Private Investment in Africa," Working Papers of the African Governance and Development Institute. 20/080, African Governance and Development Institute..
    6. Samba Diop & Simplice A. Asongu, 2022. "Information and Communication Technologies (ICTs) as catalyst for the achievement of Sustainable Development Goals (SGDs) at the local level in Africa," Working Papers of the African Governance and Development Institute. 22/084, African Governance and Development Institute..
    7. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2022. "The Information and Communication Technologies-Economic Growth Nexus in Tunisia - A Cross-Section Dynamic Panel Approach," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 18(2), pages 161-174.
    8. Vergara Cobos,Estefania Belen & Malasquez Carbonel,Eduardo Alonso, 2023. "Growth and Transformative Effects of ICT Adoption : A Survey," Policy Research Working Paper Series 10352, The World Bank.
    9. Reyns, Ariane & Hudon, Marek & Schoors, Koen, 2025. "For better or for worse: How Mutual Credit Systems bolster resilience of small firms," Journal of Economic Behavior & Organization, Elsevier, vol. 230(C).
    10. Khurram Shehzad & Umer Zaman & Ana Ercília José & Emrah Koçak & Paulo Ferreira, 2021. "An Officious Impact of Financial Innovations and ICT on Economic Evolution in China: Revealing the Substantial Role of BRI," Sustainability, MDPI, vol. 13(16), pages 1-17, August.
    11. Whitacre, Brian & Gallardo, Roberto, 2020. "State broadband policy: Impacts on availability," Telecommunications Policy, Elsevier, vol. 44(9).
    12. Cordelia Omodero, 2023. "Information Communication Technology Taxation And Tax Earnings In A Low-Income Economy," Economic Archive, D. A. Tsenov Academy of Economics, Svishtov, Bulgaria, issue 1 Year 20, pages 41-54.
    13. Hussain, Ammar & Batool, Irem & Akbar, Minhas & Nazir, Marina, 2021. "Is ICT an enduring driver of economic growth? Evidence from South Asian economies," Telecommunications Policy, Elsevier, vol. 45(8).
    14. Pradhan, Rudra P. & Arvin, Mak B. & Nair, Mahendhiran S. & Hall, John H. & Bennett, Sara E., 2021. "Sustainable economic development in India: The dynamics between financial inclusion, ICT development, and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    15. Abdulqadir, Idris & Asongu, Simplice, 2021. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa: Insight from a dynamic panel threshold regression," MPRA Paper 109904, University Library of Munich, Germany.
    16. Mounir Dahmani & Mohamed Mabrouki & Adel Ben Youssef, 2022. "ICT, trade openness and economic growth in Tunisia: what is going wrong?," Economic Change and Restructuring, Springer, vol. 55(4), pages 2317-2336, November.
    17. Shang, Xiaoye & Liu, Qiong, 2024. "Digital inclusive finance and regional economic resilience: Evidence from China's 283 Cities over 2011-2021," Finance Research Letters, Elsevier, vol. 69(PA).
    18. Haiyang Qiu & Xin Li & Long Zhang, 2023. "Influential Effect and Mechanism of Digital Finance on Urban Land Use Efficiency in China," Sustainability, MDPI, vol. 15(20), pages 1-21, October.
    19. Rasheed, Muhammad Qamar & Yuhuan, Zhao & Haseeb, Abdul & Ahmed, Zahoor & Saud, Shah, 2024. "Asymmetric relationship between competitive industrial performance, renewable energy, industrialization, and carbon footprint: Does artificial intelligence matter for environmental sustainability?," Applied Energy, Elsevier, vol. 367(C).
    20. Zhang, Chunhong & Khan, Irfan & Dagar, Vishal & Saeed, Asif & Zafar, Muhammad Wasif, 2022. "Environmental impact of information and communication technology: Unveiling the role of education in developing countries," Technological Forecasting and Social Change, Elsevier, vol. 178(C).

    More about this item

    Keywords

    Access and ICT Infrastructure; ICT Usage; ICT Skills; Digital Literacy; Regional Own-Source Revenue;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • H71 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Taxation, Subsidies, and Revenue
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:vrs:econom:v:13:y:2025:i:2:p:203-222:n:1010. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.