IDEAS home Printed from https://ideas.repec.org/a/lpe/efijnl/202406.html

Financial Inclusion in Indonesia: An Analysis of Determinants of Bank Account Ownership and Credit Access at Individual andBank Account Ownership and Credit Access at Individual and Regional LevelsRegional Levels

Author

Listed:
  • Rindi Ardika Melsalasa Sahputri

    (Politeknik Manufaktur Negeri Bangka Belitung, Bangka Belitung Islands, Indonesia)

  • Sujarwoto

    (Brawijaya University, East Java, Indonesia)

  • Septiana Sihombing

    (Politeknik Manufaktur Negeri Bangka Belitung, Bangka Belitung Islands, Indonesia)

  • Muhamad Galy Njoman

    (Politeknik Manufaktur Negeri Bangka Belitung, Bangka Belitung Islands, Indonesia)

Abstract

Financial inclusion is widely recognized as a key driver of economic prosperity, yet many countries face considerable challenges in achieving it. This study empirically explores financial inclusion in Indonesia, focusing on bank account ownership and credit access, with the primary objective of identifying their determinants through a comparison of individual- and regional-level factors. Individual-level factors cover sociodemographic characteristics, poverty, and income inequality, while regional-level factors include regional economic development and financial infrastructure. Data were sourced from the National Socio-Economic Survey (SUSENAS) and the Village Potential Survey (PODES), consisting of 804,703 samples across 514 districts. A multilevel regression approach, using Generalized Linear Latent and Mixed Models (GLLAMM), was employed to estimate the contributions of these factors to bank account ownership and credit access. Results reveal gaps in credit access and bank account ownership across regions, with individual-level factors emerging as prominent determinants of financial inclusion compared to district-level factors.

Suggested Citation

  • Rindi Ardika Melsalasa Sahputri & Sujarwoto & Septiana Sihombing & Muhamad Galy Njoman, 2024. "Financial Inclusion in Indonesia: An Analysis of Determinants of Bank Account Ownership and Credit Access at Individual andBank Account Ownership and Credit Access at Individual and Regional LevelsRegional Levels," Economics and Finance in Indonesia, Faculty of Economics and Business, University of Indonesia, vol. 70, pages 81-96, December.
  • Handle: RePEc:lpe:efijnl:202406
    as

    Download full text from publisher

    File URL: https://lpem.org/repec/lpe/efijnl/202406.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Tim Kaiser & Lukas Menkhoff, 2017. "Does Financial Education Impact Financial Literacy and Financial Behavior, and If So, When?," The World Bank Economic Review, World Bank, vol. 31(3), pages 611-630.
    2. Hilman Hanivan & Nasrudin, 2019. "A Financial Inclusion Index for Indonesia," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 22(3), pages 1-16, October.
    3. Perrin, Caroline & Weill, Laurent, 2022. "No man, No cry? Gender equality in access to credit and financial stability," Finance Research Letters, Elsevier, vol. 47(PB).
    4. Araniyar Isukul & Ben Tantua, 2021. "Financial Inclusion in Developing Countries: Applying Financial Technology as a Panacea," Springer Books, in: Muhammad Shahbaz & Alaa Soliman & Subhan Ullah (ed.), Economic Growth and Financial Development, pages 1-21, Springer.
    5. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    6. Yinghui Chen & Xiaolin Gong & Chien-Chi Chu & Yang Cao, 2018. "Access to the Internet and Access to Finance: Theory and Evidence," Sustainability, MDPI, vol. 10(7), pages 1-38, July.
    7. Ta Nhat Linh & Hoang Thanh Long & Le Van Chi & Le Thanh Tam & Philippe Lebailly, 2019. "Access to Rural Credit Markets in Developing Countries, the Case of Vietnam: A Literature Review," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    8. Evans, Olaniyi, 2016. "Determinants of Financial Inclusion in Africa: A Dynamic Panel Data Approach," MPRA Paper 81326, University Library of Munich, Germany.
    9. Thorsten Beck & Asli Demirgüç-Kunt & Patrick Honohan, 2009. "Access to Financial Services: Measurement, Impact, and Policies," The World Bank Research Observer, World Bank, vol. 24(1), pages 119-145, February.
    10. Kabakova, Oksana & Plaksenkov, Evgeny, 2018. "Analysis of factors affecting financial inclusion: Ecosystem view," Journal of Business Research, Elsevier, vol. 89(C), pages 198-205.
    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. Julie Birkenmaier & Jin Huang, 2024. "A systematic conceptual review of financial access," Journal of Consumer Affairs, Wiley Blackwell, vol. 58(2), pages 367-396, June.
    2. Antonia Grohmann & Lukas Menkhoff, 2020. "The Relationship between Financial Literacy and Financial Inclusion," Discussion Papers of DIW Berlin 1914, DIW Berlin, German Institute for Economic Research.
    3. Koranteng, Barbara & You, Kefei, 2025. "Does P2P lending promote the traditional bank-based financial inclusion? Spatial evidence from 34 developing economies," Research in International Business and Finance, Elsevier, vol. 77(PB).
    4. Helena Susana Amaral Geraldes & Ana Paula Matias Gama & Mário Augusto, 2022. "Reaching Financial Inclusion: Necessary and Sufficient Conditions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(2), pages 599-617, July.
    5. Giulia Bettin & Claudia Pigini & Alberto Zazzaro, 2023. "Lifting You up or Dragging You Down? The Role of Financial Inclusion in Poverty Transitions Among Italian Households," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(3), pages 606-639, September.
    6. Grohmann, Antonia & Klühs, Theres & Menkhoff, Lukas, 2018. "Does financial literacy improve financial inclusion? Cross country evidence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 111, pages 84-96.
    7. Raksmey, Uch & Lin, Ching-Yang & Kakinaka, Makoto, 2022. "Macroprudential regulation and financial inclusion: Any difference between developed and developing countries?," Research in International Business and Finance, Elsevier, vol. 63(C).
    8. Sholevar, Maryam & Harris, Laurence, 2019. "Mind the gap: A discussion paper on Financial Literacy, Financial behaviour and Financial Education : Is there any Gender Gap?," OSF Preprints b7zd6, Center for Open Science.
    9. E. Bonhoure & R. Bawack, 2024. "Review of the Coverage of Financial Inclusion Research Since the Implementation of the Sustainable Development Goals: What Has Changed?," Post-Print hal-04828293, HAL.
    10. Iddrisu, Abdul Malik & Danquah, Michael, 2024. "The financial inclusion agenda: Examining the role of conventional banks in deepening access to formal credit," Economic Systems, Elsevier, vol. 48(2).
    11. Guillermo Boitano & Deybi Franco Abanto, 2020. "Challenges of financial inclusion policies in Peru," Revista Finanzas y Politica Economica, Universidad Católica de Colombia, vol. 12(1), pages 89-117.
    12. Setianto, Rahmat Heru & Azman-Saini, W.N.W. & Law, Siong Hook, 2025. "Does financial inclusion affect corporate risk-taking?," Research in International Business and Finance, Elsevier, vol. 80(C).
    13. Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2023. "Financial inclusion and income inequality nexus: A case of Africa," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 539-557.
    14. Shahid Manzoor Shah & Amjad Ali, 2022. "A Survey on Financial Inclusion: Theoretical and Empirical Literature Review," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 8(4), pages 310-330, December.
    15. Kung, Ming-Hsin & Chang, Chuang-Chang & Hsiao, Yu-Jen & Lo, Wen-Chi & Chang, Bi-Juan, 2024. "Banks can help? Evidence in the speed of lending for COVID-19 personal relief loans and financial inclusion," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    16. Sebai, Meriem & Talbi, Omar & Guerchi-Mehri, Hella, 2025. "Optimal financial inclusion for financial stability: Empirical insight from developing countries," Finance Research Letters, Elsevier, vol. 71(C).
    17. Weidong Chen & Xiaohui Yuan, 2021. "Financial inclusion in China: an overview," Frontiers of Business Research in China, Springer, vol. 15(1), pages 1-21, December.
    18. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
    19. Niu, Geng & Jin, XiaoShu & Wang, Qi & Zhou, Yang, 2022. "Broadband infrastructure and digital financial inclusion in rural China," China Economic Review, Elsevier, vol. 76(C).
    20. Taylor, Daniel & Osei-Tutu, Francis & Awuye, Isaac S., 2024. "The role of accounting standards in financial inclusion," International Review of Financial Analysis, Elsevier, vol. 96(PA).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • E6 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

    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:lpe:efijnl:202406. 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: Muhammad Halley Yudhistira The email address of this maintainer does not seem to be valid anymore. Please ask Muhammad Halley Yudhistira to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/feuinid.html .

    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.