IDEAS home Printed from https://ideas.repec.org/a/wly/jintdv/v34y2022i3p587-611.html
   My bibliography  Save this article

Socio‐economic determinants of financial inclusion: An evaluation with a microdata multidimensional index

Author

Listed:
  • Thereza Balliester Reis

Abstract

Financial inclusion is a central theme in development policy. While it involves changes at the individual level and comprises several interrelated financial activities, most existing measures rely on macroeconomic variables. We construct an alternative index of financial inclusion using the World Bank Findex—a microdata dataset with 451,372 observations. Applying it, we first analyse the socio‐economic determinants of financial inclusion. Second, we propose a new country ranking of financial inclusion. Our findings comprise three features. First, we do not find evidence of a gender gap in low‐ and middle‐income countries. Second, richer individuals display higher levels of financial inclusion. Third, countries with high self‐employment rates exhibit lower levels of financial inclusion. Our results suggest that financial inclusion is more related to income and employment status than gender disparities, which could lead to a different approach from policymakers on promoting the inclusion of the poor into the formal financial system.

Suggested Citation

  • Thereza Balliester Reis, 2022. "Socio‐economic determinants of financial inclusion: An evaluation with a microdata multidimensional index," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(3), pages 587-611, April.
  • Handle: RePEc:wly:jintdv:v:34:y:2022:i:3:p:587-611
    DOI: 10.1002/jid.3610
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/jid.3610
    Download Restriction: no

    File URL: https://libkey.io/10.1002/jid.3610?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. Fungáčová, Zuzana & Weill, Laurent, 2015. "Understanding financial inclusion in China," China Economic Review, Elsevier, vol. 34(C), pages 196-206.
    2. Booysen, Frikkie & van der Berg, Servaas & Burger, Ronelle & Maltitz, Michael von & Rand, Gideon du, 2008. "Using an Asset Index to Assess Trends in Poverty in Seven Sub-Saharan African Countries," World Development, Elsevier, vol. 36(6), pages 1113-1130, June.
    3. 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.
    4. Maren Duvendack & Philip Mader, 2020. "Impact Of Financial Inclusion In Low‐ And Middle‐Income Countries: A Systematic Review Of Reviews," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 594-629, July.
    5. Milford Bateman & Ha-Joon Chang, 2012. "Microfinance and the Illusion of Development: From Hubris to Nemesis in Thirty Years," World Economic Review, World Economics Association, vol. 2012(1), pages 1-13, September.
    6. Demirgüç-Kunt, A. & Beck, T.H.L. & Honohan, P., 2008. "Finance for all? : Policies and pitfalls in expanding access," Other publications TiSEM aec73d3a-d6eb-457f-9182-3, Tilburg University, School of Economics and Management.
    7. Shivangi Bhatia & Seema Singh, 2019. "Empowering Women Through Financial Inclusion: A Study of Urban Slum," Vikalpa: The Journal for Decision Makers, , vol. 44(4), pages 182-197, December.
    8. Aterido, Reyes & Beck, Thorsten & Iacovone, Leonardo, 2013. "Access to Finance in Sub-Saharan Africa: Is There a Gender Gap?," World Development, Elsevier, vol. 47(C), pages 102-120.
    9. Abebe Shimeles & Mthuli Ncube, 2015. "The Making of the Middle-Class in Africa: Evidence from DHS Data," Journal of Development Studies, Taylor & Francis Journals, vol. 51(2), pages 178-193, February.
    10. Lusardi, Annamaria & Tufano, Peter, 2015. "Debt literacy, financial experiences, and overindebtedness," Journal of Pension Economics and Finance, Cambridge University Press, vol. 14(4), pages 332-368, October.
    11. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    12. Cyn-Young Park & Rogelio Mercado, 2018. "Financial Inclusion, Poverty, And Income Inequality," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 185-206, March.
    13. Thorsten Beck & Asli Demirguc-Kunt & Luc Laeven & Ross Levine, 2008. "Finance, Firm Size, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1379-1405, October.
    14. Philippe Aghion & Patrick Bolton, 1997. "A Theory of Trickle-Down Growth and Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 151-172.
    15. Demirguc-Kunt, Asli & Klapper, Leora & Singer, Dorothe, 2013. "Financial inclusion and legal discrimination against women : evidence from developing countries," Policy Research Working Paper Series 6416, The World Bank.
    16. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    17. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    18. Emmanuelle Bouquet & Sol�ne Morvant-Roux & Gerardo Rodriguez-Solis, 2015. "Agricultural Workers, Credit Rationing and Family Networks in Rural Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 51(5), pages 523-537, May.
    19. Florence Dafe, 2020. "Ambiguity in international finance and the spread of financial norms: the localization of financial inclusion in Kenya and Nigeria," Review of International Political Economy, Taylor & Francis Journals, vol. 27(3), pages 500-524, May.
    20. Koen Decancq & María Ana Lugo, 2013. "Weights in Multidimensional Indices of Wellbeing: An Overview," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
    21. J S Pollard, 1996. "Banking at the Margins: A Geography of Financial Exclusion in Los Angeles," Environment and Planning A, , vol. 28(7), pages 1209-1232, July.
    22. C.P. Chandrasekhar & Jayati Ghosh, 2018. "The Financialization of Finance? Demonetization and the Dubious Push to Cashlessness in India," Development and Change, International Institute of Social Studies, vol. 49(2), pages 420-436, March.
    23. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    24. Asli Demirguc-Kunt & Leora Klapper & Dorothe Singer & Saniya Ansar & Jake Hess, 2018. "Global Findex Database 2017 [La base de datos Global Findex 2017]," World Bank Publications - Books, The World Bank Group, number 29510, December.
    25. Lena Lavinas, 2018. "The Collateralization of Social Policy under Financialized Capitalism," Development and Change, International Institute of Social Studies, vol. 49(2), pages 502-517, March.
    26. Ibrahim Bozkurt & Rıfat Karakuş & Melek Yildiz, 2018. "Spatial Determinants of Financial Inclusion over Time," Journal of International Development, John Wiley & Sons, Ltd., vol. 30(8), pages 1474-1504, November.
    27. repec:wea:worler:v:2012:y:2012:i:1:p:2 is not listed on IDEAS
    28. Dungey, Mardi & Doko Tchatoka, Firmin & Yanotti, María B., 2018. "Using multiple correspondence analysis for finance: A tool for assessing financial inclusion," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 212-222.
    29. Josephat Lotto, 2018. "Examination of the Status of Financial Inclusion and Its Determinants in Tanzania," Sustainability, MDPI, vol. 10(8), pages 1-15, August.
    30. Susan Johnson & Max Nino-Zarazua, 2011. "Financial Access and Exclusion in Kenya and Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 47(3), pages 475-496.
    31. Honohan, Patrick, 2008. "Cross-country variation in household access to financial services," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2493-2500, November.
    32. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Financial inclusion in Africa : an overview," Policy Research Working Paper Series 6088, The World Bank.
    33. Noelia Cámara & David Tuesta, 2018. "Measuring financial inclusion: a multidimensional index," IFC Bulletins chapters, in: Bank for International Settlements (ed.), The role of data in supporting financial inclusion policy, volume 47, Bank for International Settlements.
    34. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    35. 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.
    36. Conrad Murendo & Gamuchirai Murenje & Pepukai Prince Chivenge & Rumbidzai Mtetwa, 2021. "Financial Inclusion, Nutrition and Socio‐Economic Status Among Rural Households in Guruve and Mount Darwin Districts, Zimbabwe," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(1), pages 86-108, January.
    37. Mr. Alexander Massara & André Mialou, 2014. "Assessing Countries’ Financial Inclusion Standing - A New Composite Index," IMF Working Papers 2014/036, International Monetary Fund.
    38. Milford Bateman, 2012. "How Lending to the Poor Began, Grew, and Almost Destroyed a Generation in India," Development and Change, International Institute of Social Studies, vol. 43(6), pages 1385-1402, November.
    39. Li, Linyang, 2018. "Financial inclusion and poverty: The role of relative income," China Economic Review, Elsevier, vol. 52(C), pages 165-191.
    40. Isabelle Gu�rin & Bert D'Espallier & Govindan Venkatasubramanian, 2013. "Debt in Rural South India: Fragmentation, Social Regulation and Discrimination," Journal of Development Studies, Taylor & Francis Journals, vol. 49(9), pages 1155-1171, September.
    41. World Bank, 2014. "Global Financial Development Report 2014 : Financial Inclusion," World Bank Publications - Books, The World Bank Group, number 16238, December.
    42. Ghosh, Saibal & Vinod, D., 2017. "What Constrains Financial Inclusion for Women? Evidence from Indian Micro data," World Development, Elsevier, vol. 92(C), pages 60-81.
    43. Carmen Velasco & Reynaldo Marconi, 2004. "Group dynamics, gender and microfinance in Bolivia," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(3), pages 519-528.
    44. Stijn Claessens & Luc Laeven, 2003. "Financial Development, Property Rights, and Growth," Journal of Finance, American Finance Association, vol. 58(6), pages 2401-2436, December.
    45. Xiuhua Wang & Jian Guan, 2017. "Financial inclusion: measurement, spatial effects and influencing factors," Applied Economics, Taylor & Francis Journals, vol. 49(18), pages 1751-1762, April.
    46. M. Najeeb Shafiq, 2009. "A reversal of educational fortune? Educational gender gaps in Bangladesh," Journal of International Development, John Wiley & Sons, Ltd., vol. 21(1), pages 137-155.
    47. Chakravarty, Satya R. & Pal, Rupayan, 2013. "Financial inclusion in India: An axiomatic approach," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 813-837.
    48. Olubanjo Michael Adetunji & Olayinka David‐West, 2019. "The Relative Impact of Income and Financial Literacy on Financial Inclusion in Nigeria," Journal of International Development, John Wiley & Sons, Ltd., vol. 31(4), pages 312-335, May.
    49. Izabela Karpowicz, 2016. "Financial Inclusion, Growth and Inequality: A Model Application to Colombia," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 2(6), pages 68-89, June.
    50. Philip Mader, 2018. "Contesting Financial Inclusion," Development and Change, International Institute of Social Studies, vol. 49(2), pages 461-483, March.
    51. Quanda Zhang & Alberto Posso, 2019. "Thinking Inside the Box: A Closer Look at Financial Inclusion and Household Income," Journal of Development Studies, Taylor & Francis Journals, vol. 55(7), pages 1616-1631, July.
    52. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Measuring financial inclusion : the Global Findex Database," Policy Research Working Paper Series 6025, The World Bank.
    53. Mr. Mohsin S. Khan & Mr. Abdelhak S Senhadji, 2000. "Financial Development and Economic Growth: An Overview," IMF Working Papers 2000/209, International Monetary Fund.
    54. Patrick Honohan, 2004. "Financial development, growth, and poverty: how close are the links?," Policy Research Working Paper Series 3203, The World Bank.
    55. Milford Bateman & Maren Duvendack & Nicholas Loubere, 2019. "Is fin-tech the new panacea for poverty alleviation and local development? Contesting Suri and Jack’s M-Pesa findings published in Science," Review of African Political Economy, Taylor & Francis Journals, vol. 46(161), pages 480-495, July.
    56. Pasha, Atika, 2017. "Regional Perspectives on the Multidimensional Poverty Index," World Development, Elsevier, vol. 94(C), pages 268-285.
    57. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    58. Goksu Aslan & Ms. Corinne C Delechat & Ms. Monique Newiak & Mr. Fan Yang, 2017. "Inequality in Financial Inclusion and Income Inequality," IMF Working Papers 2017/236, International Monetary Fund.
    59. Dinabandhu Sethi & Debashis Acharya, 2018. "Financial inclusion and economic growth linkage: some cross country evidence," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 10(3), pages 369-385, June.
    60. Swamy, Vighneswara, 2014. "Financial Inclusion, Gender Dimension, and Economic Impact on Poor Households," World Development, Elsevier, vol. 56(C), pages 1-15.
    61. Vanesa Pesqué‐Cela & Lihui Tian & Deming Luo & Damian Tobin & Gerhard Kling, 2021. "Defining and measuring financial inclusion: A systematic review and confirmatory factor analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(2), pages 316-341, March.
    62. Mandira Sarma, 2016. "Measuring Financial Inclusion using Multidimensional Data," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 17(1), pages 15-40, January.
    63. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe, 2017. "Financial inclusion and inclusive growth : a review of recent empirical evidence," Policy Research Working Paper Series 8040, The World Bank.
    64. Gary Dymski, 1995. "The theory of bank redlining and discrimination: An exploration," The Review of Black Political Economy, Springer;National Economic Association, vol. 23(3), pages 37-74, March.
    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. Sheng Xu & Michael Asiedu & Nana Adwoa Anokye Effah, 2023. "Inclusive Finance, Gender Inequality, and Sustainable Economic Growth in Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4866-4902, December.
    2. Amit Pandey & Ravi Kiran & Rakesh Kumar Sharma, 2023. "Investigating the Determinants of Financial Inclusion in BRICS Economies: Panel Data Analysis Using Fixed-Effect and Cross-Section Random Effect," Sustainability, MDPI, vol. 15(2), pages 1-21, January.
    3. Amit Pandey & Ravi Kiran & Rakesh Kumar Sharma, 2022. "Investigating the Impact of Financial Inclusion Drivers, Financial Literacy and Financial Initiatives in Fostering Sustainable Growth in North India," Sustainability, MDPI, vol. 14(17), pages 1-21, September.
    4. Shruti Malik & Girish Chandra Maheshwari & Archana Singh, 2019. "Understanding Financial Inclusion in India: A Theoretical Framework Building Through SAP–LAP and Efficient IRP," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(2), pages 117-140, June.
    5. Vanesa Pesqué‐Cela & Lihui Tian & Deming Luo & Damian Tobin & Gerhard Kling, 2021. "Defining and measuring financial inclusion: A systematic review and confirmatory factor analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(2), pages 316-341, March.
    6. Thereza Balliester Reis, 2021. "What is financial inclusion? A critical review," Working Papers 246, Department of Economics, SOAS University of London, UK.
    7. Loan Thi-Hong Van & Anh The Vo & Nhan Thien Nguyen & Duc Hong Vo, 2021. "Financial Inclusion and Economic GROWTH: An International Evidence," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 239-263, January.
    8. Kara, Alper & Zhou, Haoyong & Zhou, Yifan, 2021. "Achieving the United Nations' sustainable development goals through financial inclusion: A systematic literature review of access to finance across the globe," International Review of Financial Analysis, Elsevier, vol. 77(C).
    9. Salman Mahmood & Wen shuhui & Shoaib Aslam & Tanveer Ahmed, 2022. "The Financial Inclusion Development and Its Impacts on Disposable Income," SAGE Open, , vol. 12(2), pages 21582440221, April.
    10. Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2021. "Financial inclusion: Measures and applications to Africa," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 365-379.
    11. Juan Carlos Urueña-Mejía & Luis H. Gutierrez & Paul Rodríguez-Lesmes, 2023. "Financial inclusion and business practices of microbusiness in Colombia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(2), pages 465-494, June.
    12. Guo‐Hua Cao & Jing Zhang, 2022. "The entrepreneurial ecosystem of inclusive finance and entrepreneurship: A theoretical and empirical test in China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1547-1568, January.
    13. Rajabrata Banerjee & Admasu Asfaw Maruta & Ronald Donato, 2023. "Does higher financial inclusion lead to better health outcomes? Evidence from developing and transitional economies," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(2), pages 363-401, April.
    14. Federico, Domenica & Grazioli, Riccardo & Milioli, Maria Adele & Notte, Antonella & Poletti, Lucia, 2021. "Financial and social inclusion in Europe," EIF Working Paper Series 2021/72, European Investment Fund (EIF).
    15. Lu, Weijie & Niu, Geng & Zhou, Yang, 2021. "Individualism and financial inclusion," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 268-288.
    16. Gallego-Losada, María-Jesús & Montero-Navarro, Antonio & García-Abajo, Elisa & Gallego-Losada, Rocío, 2023. "Digital financial inclusion. Visualizing the academic literature," Research in International Business and Finance, Elsevier, vol. 64(C).
    17. Grohmann, Antonia & Klühs, Theres & Menkhoff, Lukas, 2018. "Does financial literacy improve financial inclusion? Cross country evidence," World Development, Elsevier, vol. 111(C), pages 84-96.
    18. Simontinti Das & Amrita Chatterjee, 2021. "Role of ICT Dissemination and Digital Finance in Poverty Eradication and Income Inequality Reduction: A Sub-national Level Study from India," Working Papers 2021-210, Madras School of Economics,Chennai,India.
    19. Bao Zhu & Shiting Zhai & Jing He, 2018. "Is the Development of China’s Financial Inclusion Sustainable? Evidence from a Perspective of Balance," Sustainability, MDPI, vol. 10(4), pages 1-16, April.
    20. Marybeth-Rouse & Bernardo Batiz-Lazo & Santiago Carbo-Valverde, 2023. "Financial inclusion in South Africa - Influencing factors and public policy," Papers 23001, Working Papers of Business and Economics School. Anahuac University (Mexico)..

    More about this item

    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:wly:jintdv:v:34:y:2022:i:3:p:587-611. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/journal/5102/home .

    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.