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The Determinants of Financial Inclusion among Indonesian Muslim Households

Author

Listed:
  • Novat Pugo Sambodo

    (Lecturer of Department of Economics, Faculty of Economics and Business, Universitas Gadjah Mada)

  • Riswanti Budi Sekaringsih

    (Lecturer of Faculty of Islamic Economics and Business, State Islamic University (UIN) Sunan Kalijaga Yogyakarta, and Research Associate at Pusat Kajian Ekonomika dan Bisnis Syariah (PKEBS/Center for Islamic Economics and Business Studies) of Faculty of Economics and Business, Universitas Gadjah Mada)

  • Meikha Azzani

    (Research Associate at Pusat Kajian Ekonomika dan Bisnis Syariah (PKEBS/Center for Islamic Economics and Business Studies) of Faculty of Economics and Business, Universitas Gadjah Mada)

  • Esa Azali Asyahid

    (Academic Assistant of Department of Economics and General Assistant at Pusat Kajian Ekonomika dan Bisnis Syariah (PKEBS/Center for Islamic Economics and Business Studies) of Faculty of Economics and Business, Universitas Gadjah Mada)

  • Maulana Ryan Nurfahdhila

    (Student of Department of Economics and Research Assistant at Pusat Kajian Ekonomika dan Bisnis Syariah (PKEBS/Center for Islamic Economics and Business Studies) of Faculty of Economics and Business, Universitas Gadjah Mada)

Abstract

This study empirically examines the determinants of financial inclusion among Indonesian Muslims using individual-level panel data. We investigated financial inclusion indicators such as borrowing from financial institutions, bank account ownership, the borrowed amount, and savings in financial services. We analysed data from the Indonesian Family Life Survey (IFLS) fourth (2007) and fifth (2014) waves, offering a comprehensive dataset with unique socio-economic variables. We used Ordinary Least Squares and Logit estimations to identify factors influencing individuals' access to financial services and the average borrowed amount. Our findings indicate that urban residents with higher wealth, predominantly males, have better access to financial services. Banks remain the primary source for loans among Indonesian Muslims. Access to commercial banks significantly impacts loan accessibility. Notably, Baitul Maal WatTamwil (BMT), an Islamic microfinance institution, enhances the probability of Indonesian Muslims accessing formal loans.

Suggested Citation

  • Novat Pugo Sambodo & Riswanti Budi Sekaringsih & Meikha Azzani & Esa Azali Asyahid & Maulana Ryan Nurfahdhila, 2023. "The Determinants of Financial Inclusion among Indonesian Muslim Households," Gadjah Mada Economics Working Paper Series 202312013, Department of Economics, Faculty of Economics and Business, Universitas Gadjah Mada.
    • Handle: RePEc:gme:wpaper:202312013
    as

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    References listed on IDEAS

    as
    1. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    2. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    3. repec:pri:rpdevs:morduch_microfinance_poor is not listed on IDEAS
    4. Zulkhibri, Muhamed, 2016. "Islamic Finance, Financial Inclusion Policy and Financial Inclusion: Evidence from Muslim Countries," Working Papers 1437-1, The Islamic Research and Teaching Institute (IRTI).
    5. Mark M. Pitt & Shahidur R. Khandker, 1998. "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participants Matter?," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 958-996, October.
    6. Jonathan Morduch, 1998. "Does Microfinance Really Help the Poor? New Evidence from Flagship Programs in Bangladesh," Working Papers 198, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    7. Nitin Kumar, 2013. "Financial inclusion and its determinants: evidence from India," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 4-19, April.
    8. World Bank, 2008. "Finance for All? Policies and Pitfalls in Expanding Access," World Bank Publications - Books, The World Bank Group, number 6905, December.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Financial Inclusion; Islamic Finance; Household; Muslim; Indonesia;
    All these keywords.

    JEL classification:

    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • Z12 - Other Special Topics - - Cultural Economics - - - Religion

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