IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v91y2020icp568-578.html
   My bibliography  Save this article

Wealth inequality and financial inclusion: Evidence from South African tax and survey records

Author

Listed:
  • von Fintel, Dieter
  • Orthofer, Anna

Abstract

Theoretical models show that financial inclusion reduces wealth inequality. Existing empirical models are restricted to estimates using income inequality because of a lack of cross country wealth inequality data. We used 2010-11 and 2014-5 waves of the National Income Dynamics Study combined with South African tax records to estimate wealth and income inequality. Using Re-centered Influence Function regressions on the micro-level records, we confirmed the negative cross-country relationship between financial inclusion and income inequality. Wealth inequality is different. Financial inclusion improved wealth shares of only the middle class. Because of predatory lending, expansion of credit reduced the wealth share of the poor. Improved savings by the middle class, providing better oversight over financial services targeted at the poor and removing impediments to the small business sector are pre-conditions for financial inclusion to reduce wealth inequality.

Suggested Citation

  • von Fintel, Dieter & Orthofer, Anna, 2020. "Wealth inequality and financial inclusion: Evidence from South African tax and survey records," Economic Modelling, Elsevier, vol. 91(C), pages 568-578.
  • Handle: RePEc:eee:ecmode:v:91:y:2020:i:c:p:568-578
    DOI: 10.1016/j.econmod.2020.02.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999319308077
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2020.02.001?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Pascaline Dupas & Dean Karlan & Jonathan Robinson & Diego Ubfal, 2018. "Banking the Unbanked? Evidence from Three Countries," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 257-297, April.
    2. Gine, Xavier & Townsend, Robert M., 2004. "Evaluation of financial liberalization: a general equilibrium model with constrained occupation choice," Journal of Development Economics, Elsevier, vol. 74(2), pages 269-307, August.
    3. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    4. Cally Ardington & David Lam & Murray Leibbrandt & James Levinsohn, 2004. "Savings, Insurance And Debt Over The Post‐Apartheid Period: A Review Of Recent Research," South African Journal of Economics, Economic Society of South Africa, vol. 72(3), pages 604-640, September.
    5. Elizabeth Lwanga Nanziri, 2016. "Financial Inclusion and Welfare in South Africa: Is there a Gender Gap?," Journal of African Development, African Finance and Economic Association (AFEA), vol. 18(2), pages 109-134.
    6. Janine Aron & John Muellbauer, 2006. "Estimates Of Household Sector Wealth For South Africa, 1970–2003," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(2), pages 285-307, June.
    7. Wojciech Kopczuk, 2015. "What Do We Know about the Evolution of Top Wealth Shares in the United States?," Journal of Economic Perspectives, American Economic Association, vol. 29(1), pages 47-66, Winter.
    8. Christopher D. Carroll & Jiri Slacalek & Kiichi Tokuoka, 2014. "The Distribution of Wealth and the MPC: Implications of New European Data," American Economic Review, American Economic Association, vol. 104(5), pages 107-111, May.
    9. Brune, Lasse & Gine, Xavier & Goldberg, Jessica & Yang, Dean, 2011. "Commitments to save : a field experiment in rural Malawi," Policy Research Working Paper Series 5748, The World Bank.
    10. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    11. Klass, Oren S. & Biham, Ofer & Levy, Moshe & Malcai, Ofer & Solomon, Sorin, 2006. "The Forbes 400 and the Pareto wealth distribution," Economics Letters, Elsevier, vol. 90(2), pages 290-295, February.
    12. Agnello, Luca & Mallick, Sushanta K. & Sousa, Ricardo M., 2012. "Financial reforms and income inequality," Economics Letters, Elsevier, vol. 116(3), pages 583-587.
    13. Stephen P. Jenkins & Richard V. Burkhauser & Shuaizhang Feng & Jeff Larrimore, 2011. "Measuring inequality using censored data: a multiple‐imputation approach to estimation and inference," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 63-81, January.
    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. Thomas Piketty & Emmanuel Saez, 2006. "The Evolution of Top Incomes: A Historical and International Perspective," American Economic Review, American Economic Association, vol. 96(2), pages 200-205, May.
    16. Kingdon, Geeta Gandhi & Knight, John, 2004. "Unemployment in South Africa: The Nature of the Beast," World Development, Elsevier, vol. 32(3), pages 391-408, March.
    17. Xavier Gabaix, 2009. "Power Laws in Economics and Finance," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 255-294, May.
    18. 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.
    19. Daron Acemoglu & James A. Robinson, 2002. "The Political Economy of the Kuznets Curve," Review of Development Economics, Wiley Blackwell, vol. 6(2), pages 183-203, June.
    20. Jeremy R. Magruder, 2012. "High Unemployment Yet Few Small Firms: The Role of Centralized Bargaining in South Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 4(3), pages 138-166, July.
    21. Emanuela Raffinetti & Elena Siletti & Achille Vernizzi, 2015. "On the Gini coefficient normalization when attributes with negative values are considered," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 24(3), pages 507-521, September.
    22. Ronelle Burger & Cindy Lee Steenekamp & Servaas van der Berg & Asmus Zoch, 2015. "The emergent middle class in contemporary South Africa: Examining and comparing rival approaches," Development Southern Africa, Taylor & Francis Journals, vol. 32(1), pages 25-40, January.
    23. Martin Ravallion, 2003. "Measuring Aggregate Welfare in Developing Countries: How Well Do National Accounts and Surveys Agree?," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 645-652, August.
    24. Anthony Atkinson & Thomas Piketty, 2007. "Top incomes over the twentieth century: A contrast between continental european and english-speaking countries," Post-Print halshs-00754859, HAL.
    25. Asli Demirgüç-Kunt & Ross Levine, 2009. "Finance and Inequality: Theory and Evidence," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 287-318, November.
    26. Janina Hundenborn & Ingrid Woolard & Jon Jellema, 2019. "The effect of top incomes on inequality in South Africa," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(5), pages 1018-1047, October.
    27. Kennedy, Tom & Smyth, Russell & Valadkhani, Abbas & Chen, George, 2017. "Does income inequality hinder economic growth? New evidence using Australian taxation statistics," Economic Modelling, Elsevier, vol. 65(C), pages 119-128.
    28. Anna Orthofer & Stan Du Plessis & Monique Reid, 2019. "Private Wealth in a Developing Country:Evidence from South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(3), pages 632-656, September.
    29. Emmanuel Saez & Gabriel Zucman, 2016. "Editor's Choice Wealth Inequality in the United States since 1913: Evidence from Capitalized Income Tax Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 519-578.
    30. Robert Mattes, 2015. "South Africa's Emerging Black Middle Class: A Harbinger of Political Change?," Journal of International Development, John Wiley & Sons, Ltd., vol. 27(5), pages 665-692, July.
    31. 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.
    32. Schotte, Simone & Zizzamia, Rocco & Leibbrandt, Murray, 2018. "A poverty dynamics approach to social stratification: The South African case," World Development, Elsevier, vol. 110(C), pages 88-103.
    33. Alvaredo, Facundo, 2011. "A note on the relationship between top income shares and the Gini coefficient," Economics Letters, Elsevier, vol. 110(3), pages 274-277, March.
    34. Philip Vermeulen, 2018. "How Fat is the Top Tail of the Wealth Distribution?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(2), pages 357-387, June.
    35. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    36. Davies, James B. & Shorrocks, Anthony F., 2000. "The distribution of wealth," Handbook of Income Distribution, in: A.B. Atkinson & F. Bourguignon (ed.), Handbook of Income Distribution, edition 1, volume 1, chapter 11, pages 605-675, Elsevier.
    37. Karen E. Dynan & Jonathan Skinner & Stephen P. Zeldes, 2004. "Do the Rich Save More?," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 397-444, April.
    38. Reza C Daniels & Arden Finn & Sibongile Musundwa, 2014. "Wealth data quality in the National Income Dynamics Study Wave 2," Development Southern Africa, Taylor & Francis Journals, vol. 31(1), pages 31-50, January.
    39. Jesse Bricker & Alice Henriques & Jacob Krimmel & John Sabelhaus, 2016. "Estimating Top Income and Wealth Shares: Sensitivity to Data and Methods," American Economic Review, American Economic Association, vol. 106(5), pages 641-645, May.
    40. Diaz Bazan,Tania Valeria, 2015. "Measuring inequality from top to bottom," Policy Research Working Paper Series 7237, The World Bank.
    41. Claessens, Stijn & Perotti, Enrico, 2007. "Finance and inequality: Channels and evidence," Journal of Comparative Economics, Elsevier, vol. 35(4), pages 748-773, December.
    42. Atkinson, A. B. & Piketty, Thomas (ed.), 2007. "Top Incomes Over the Twentieth Century: A Contrast Between Continental European and English-Speaking Countries," OUP Catalogue, Oxford University Press, number 9780199286881, Decembrie.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ying Liu & Haoran Zhao & Jieguang Sun & Yahui Tang, 2022. "Digital Inclusive Finance and Family Wealth: Evidence from LightGBM Approach," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
    2. Hu, Yue & Liu, Chang & Peng, Jiangang, 2021. "Financial inclusion and agricultural total factor productivity growth in China," Economic Modelling, Elsevier, vol. 96(C), pages 68-82.
    3. Asongu, Simplice & Vo, Xuan, 2020. "The Effect of Finance on Inequality in Sub-Saharan Africa: Avoidable CO2 emissions Thresholds," MPRA Paper 103233, University Library of Munich, Germany.
    4. Ruibo Jiang & Wenjing Fan, 2022. "Inclusive finance and employment: Can financial development improve peasant's entrepreneurship?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(3), pages 630-646, April.
    5. Marlin Jason Fortuin & Gerhard Philip Maree Grebe & Patricia Lindelwa Makoni, 2022. "Wealth Inequality in South Africa—The Role of Government Policy," JRFM, MDPI, vol. 15(6), pages 1-11, May.
    6. Yu, Yantuan & Tang, Kai, 2023. "Does financial inclusion improve energy efficiency?," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    7. Jingjing Qu & Aijun Li & Morié Guy-Roland N’Drin, 2023. "Measuring technology inequality across African countries using the concept of efficiency Gini coefficient," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(5), pages 4107-4138, May.
    8. Zhao, Congyu & Jia, Rongwen & Dong, Kangyin, 2023. "Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    9. Eduardo Polloni-Silva & Naijela da Costa & Herick Fernando Moralles & Mario Sacomano Neto, 2021. "Does Financial Inclusion Diminish Poverty and Inequality? A Panel Data Analysis for Latin American Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 889-925, December.
    10. 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).
    11. Banna, Hasanul & Mia, Md Aslam & Nourani, Mohammad & Yarovaya, Larisa, 2022. "Fintech-based Financial Inclusion and Risk-taking of Microfinance Institutions (MFIs): Evidence from Sub-Saharan Africa," Finance Research Letters, Elsevier, vol. 45(C).

    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. Brei, Michael & Ferri, Giovanni & Gambacorta, Leonardo, 2023. "Financial structure and income inequality," Journal of International Money and Finance, Elsevier, vol. 131(C).
    2. D’Onofrio, Alexandra & Minetti, Raoul & Murro, Pierluigi, 2019. "Banking development, socioeconomic structure and income inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 428-451.
    3. Rémi Bazillier & Jérôme Hericourt, 2017. "The Circular Relationship Between Inequality, Leverage, And Financial Crises," Journal of Economic Surveys, Wiley Blackwell, vol. 31(2), pages 463-496, April.
    4. Roine, Jesper & Vlachos, Jonas & Waldenström, Daniel, 2007. "What Determines Top Income Shares? Evidence from the Twentieth Century," SSE/EFI Working Paper Series in Economics and Finance 676, Stockholm School of Economics.
    5. Ọláyínká Oyèkọ́lá, 2021. "Finance and inequality in a panel of US States," Empirical Economics, Springer, vol. 61(5), pages 2739-2795, November.
    6. Alexandra D'Onofrio & Pierluigi Murro, 2013. "Local banking development and income distribution across Italian provinces," Working Papers CASMEF 1307, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    7. Dustin Chambers & Colin O’Reilly, 2022. "The economic theory of regulation and inequality," Public Choice, Springer, vol. 193(1), pages 63-78, October.
    8. Bartels, Charlotte & Waldenström, Daniel, 2021. "Inequality and top incomes," GLO Discussion Paper Series 959, Global Labor Organization (GLO).
    9. Roine, Jesper & Vlachos, Jonas & Waldenström, Daniel, 2009. "The long-run determinants of inequality: What can we learn from top income data?," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 974-988, August.
    10. Oliver Denk & Boris Cournède, 2015. "Finance and income inequality in OECD countries," OECD Economics Department Working Papers 1224, OECD Publishing.
    11. Ayyagari, Meghana & Beck, Thorsten & Hoseini, Mohammad, 2020. "Finance, law and poverty: Evidence from India," Journal of Corporate Finance, Elsevier, vol. 60(C).
    12. Blau, Benjamin M., 2018. "Income inequality, poverty, and the liquidity of stock markets," Journal of Development Economics, Elsevier, vol. 130(C), pages 113-126.
    13. 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.
    14. Hasan, Iftekhar & Horvath, Roman & Mares, Jan, 2020. "Finance and wealth inequality," Journal of International Money and Finance, Elsevier, vol. 108(C).
    15. Akisik, Orhan & Gal, Graham, 2023. "IFRS, financial development and income inequality: An empirical study using mediation analysis," Economic Systems, Elsevier, vol. 47(2).
    16. Julia Tanndal & Daniel Waldenström, 2018. "Does Financial Deregulation Boost Top Incomes? Evidence from the Big Bang," Economica, London School of Economics and Political Science, vol. 85(338), pages 232-265, April.
    17. de Haan, Jakob & Sturm, Jan-Egbert, 2017. "Finance and income inequality: A review and new evidence," European Journal of Political Economy, Elsevier, vol. 50(C), pages 171-195.
    18. Pierluigi Murro & Valentina Peruzzi, 2018. "Cooperative banks and income inequality: Evidence from Italian provinces," Working Papers CASMEF 1804, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    19. Raoul Minetti & Pierluigi Murro & Valentina Peruzzi, 2021. "Not All Banks Are Equal: Cooperative Banking And Income Inequality," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 420-440, January.
    20. Arun Advani & George Bangham & Jack Leslie, 2021. "The UK's wealth distribution and characteristics of high‐wealth households," Fiscal Studies, John Wiley & Sons, vol. 42(3-4), pages 397-430, September.

    More about this item

    Keywords

    Saving; Income and wealth distribution; Financial inclusion; Re-centered influence functions; Tax records; Pareto imputation;
    All these keywords.

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

    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:eee:ecmode:v:91:y:2020:i:c:p:568-578. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.