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Financial aid and financial inclusion: Does risk uncertainty matter?

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  • Lee, Chien-Chiang
  • Wang, Chih-Wei
  • Ho, Shan-Ju

Abstract

This paper examines whether aid flows targeted to the financial sector can improve a recipient country's financial inclusion by using data on 21 developing countries identified as both aid recipients and those practicing financial inclusion from the AidData and WBES databases. The empirical results reveal that financial aid is an important determinant for a firm's and country's financial inclusion. For countries receiving high aid flows, its impact on financial inclusion appears to be stronger and significant. The positive results also appear in countries with low-risk uncertainty (e.g. low economic risk, low unemployment rate, and low terrorism threats). Hence, our research contributes to the promotion of financial inclusion for aid-receiving developing countries and is able to track related risk factors that affect this relationship.

Suggested Citation

  • Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju, 2022. "Financial aid and financial inclusion: Does risk uncertainty matter?," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
  • Handle: RePEc:eee:pacfin:v:71:y:2022:i:c:s0927538x21002079
    DOI: 10.1016/j.pacfin.2021.101700
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    as
    1. Gravier-Rymaszewska, Joanna, 2012. "How Aid Supply Responds to Economic Crises: A Panel VAR Approach," WIDER Working Paper Series 025, World Institute for Development Economic Research (UNU-WIDER).
    2. Laurent Bach, 2014. "Are Small Businesses Worthy of Financial Aid? Evidence from a French Targeted Credit Program," Review of Finance, European Finance Association, vol. 18(3), pages 877-919.
    3. Shahzad, Umer & Sarwar, Suleman & Farooq, Muhammad Umar & Qin, Fengming, 2020. "USAID, official development assistance and counter terrorism efforts: Pre and post 9/11 analysis for South Asia," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    4. Inessa Love & María Soledad Martínez Pería, 2015. "How Bank Competition Affects Firms' Access to Finance," The World Bank Economic Review, World Bank Group, vol. 29(3), pages 413-448.
    5. d’Aiglepierre, Rohen & Wagner, Laurent, 2013. "Aid and Universal Primary Education," Economics of Education Review, Elsevier, vol. 37(C), pages 95-112.
    6. Alok Kumar, 2017. "Foreign Aid, Incentives and Efficiency: Can Foreign Aid Lead to the Efficient Level of Investment?," Review of Development Economics, Wiley Blackwell, vol. 21(3), pages 678-697, August.
    7. Lee, Chien-Chiang & Wang, Chih-Wei, 2021. "Firms' cash reserve, financial constraint, and geopolitical risk," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    8. Cornille, David & Rycx, François & Tojerow, Ilan, 2019. "Heterogeneous effects of credit constraints on SMEs’ employment: Evidence from the European sovereign debt crisis," Journal of Financial Stability, Elsevier, vol. 41(C), pages 1-13.
    9. Molenaers, Nadia & Dellepiane, Sebastian & Faust, Jorg, 2015. "Political Conditionality and Foreign Aid," World Development, Elsevier, vol. 75(C), pages 2-12.
    10. Chauvet, Lisa & Jacolin, Luc, 2017. "Financial Inclusion, Bank Concentration, and Firm Performance," World Development, Elsevier, vol. 97(C), pages 1-13.
    11. Firth, Michael & Lin, Chen & Liu, Ping & Wong, Sonia M.L., 2009. "Inside the black box: Bank credit allocation in China's private sector," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1144-1155, June.
    12. Yingjie Fu & Antonio Alleyne & Yifei Mu, 2021. "Does Lockdown Bring Shutdown? Impact of the COVID-19 Pandemic on Foreign Direct Investment," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(10), pages 2792-2811, August.
    13. Nieminen, Mika, 2020. "Multidimensional financial development, exporter behavior and export diversification," Economic Modelling, Elsevier, vol. 93(C), pages 1-12.
    14. Cull, Robert & Xu, Lixin Colin, 2005. "Institutions, ownership, and finance: the determinants of profit reinvestment among Chinese firms," Journal of Financial Economics, Elsevier, vol. 77(1), pages 117-146, July.
    15. Joanna Gravier-Rymaszewska, 2012. "How Aid Supply Responds to Economic Crises: A Panel VAR Approach," WIDER Working Paper Series wp-2012-025, World Institute for Development Economic Research (UNU-WIDER).
    16. Wang, En-Ze & Lee, Chien-Chiang, 2022. "The impact of clean energy consumption on economic growth in China: Is environmental regulation a curse or a blessing?," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 39-58.
    17. Michael A. Clemens & Steven Radelet & Rikhil R. Bhavnani & Samuel Bazzi, 2012. "Counting Chickens when they Hatch: Timing and the Effects of Aid on Growth," Economic Journal, Royal Economic Society, vol. 122(561), pages 590-617, June.
    18. Klomp, Jeroen, 2014. "Financial fragility and natural disasters: An empirical analysis," Journal of Financial Stability, Elsevier, vol. 13(C), pages 180-192.
    19. Imam, Patrick & Kpodar, Kangni, 2016. "Islamic banking: Good for growth?," Economic Modelling, Elsevier, vol. 59(C), pages 387-401.
    20. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    21. Emiko Todoroki & Wameek Noor & Kuntay Celik & Anoma Kulathunga, 2014. "Making Remittances Work : Balancing Financial Integrity and Inclusion," World Bank Publications - Books, The World Bank Group, number 18551, December.
    22. Carlos Pinho & Celeste Varum & Micaela Antunes, 2015. "Under What Conditions Do Structural Funds Play a Significant Role in European Regional Economic Growth? Some Evidence from Recent Panel Data," Journal of Economic Issues, Taylor & Francis Journals, vol. 49(3), pages 749-771, July.
    23. Gimet, Céline & Lagoarde-Segot, Thomas, 2012. "Financial sector development and access to finance. Does size say it all?," Emerging Markets Review, Elsevier, vol. 13(3), pages 316-337.
    24. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    25. Hala El-Said & Mahmoud Al-Said & Chahir Zaki, 2015. "Trade and access to finance of SMEs: is there a nexus?," Applied Economics, Taylor & Francis Journals, vol. 47(39), pages 4184-4199, August.
    26. Nunnenkamp, Peter & Öhler, Hannes, 2011. "Aid Allocation through Various Official and Private Channels: Need, Merit, and Self-Interest as Motives of German Donors," World Development, Elsevier, vol. 39(3), pages 308-323, March.
    27. Combes, Jean-Louis & Kinda, Tidiane & Ouedraogo, Rasmané & Plane, Patrick, 2019. "Financial flows and economic growth in developing countries," Economic Modelling, Elsevier, vol. 83(C), pages 195-209.
    28. Chakravarty, Satya R. & Pal, Rupayan, 2013. "Financial inclusion in India: An axiomatic approach," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 813-837.
    29. David Dollar & Craig Burnside, 2000. "Aid, Policies, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 847-868, September.
    30. Mishra, Prachi & Newhouse, David, 2009. "Does health aid matter?," Journal of Health Economics, Elsevier, vol. 28(4), pages 855-872, July.
    31. Gamze Ozturk Danisman & Amine Tarazi, 2020. "Financial inclusion and bank stability: evidence from Europe," The European Journal of Finance, Taylor & Francis Journals, vol. 26(18), pages 1842-1855, December.
    32. Pooja Khosla, 2015. "Intra-Regional Trade In Africa And The Impact Of Chinese Intervention: A Gravity Model Approach," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(4), pages 41-66, December.
    33. Terrence Kairiza & Philemon Kiprono & Vengesai Magadzire, 2017. "Gender differences in financial inclusion amongst entrepreneurs in Zimbabwe," Small Business Economics, Springer, vol. 48(1), pages 259-272, January.
    34. Agapova, Anna & Vishwasrao, Sharmila, 2020. "Financial sector foreign aid and financial intermediation," International Review of Financial Analysis, Elsevier, vol. 72(C).
    35. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    36. Lee, Chi-Chuan & Lee, Chien-Chiang & Xiao, Shunyi, 2021. "Policy-related risk and corporate financing behavior: Evidence from China’s listed companies," Economic Modelling, Elsevier, vol. 94(C), pages 539-547.
    37. Abidin Alhassan & Leon Li & Krishna Reddy & Geeta Duppati, 2019. "The impact of formal financial inclusion on informal financial intermediation and cash preference: evidence from Africa," Applied Economics, Taylor & Francis Journals, vol. 51(42), pages 4597-4614, September.
    38. Prachi Deuskar & Timothy C. Johnson, 2011. "Market Liquidity and Flow-driven Risk," Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 721-753.
    39. Vincent Fromentin, 2018. "Remittances and financial development in Latin America and the Caribbean countries: A dynamic approach," Review of Development Economics, Wiley Blackwell, vol. 22(2), pages 808-826, May.
    40. Canuto, Otaviano & Mohapatra, Sanket & Dilip Ratha, 2011. "Shadow Sovereign Ratings," World Bank - Economic Premise, The World Bank, issue 63, pages 1-6, August.
    41. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    42. Pfeiffer, Birte & Mulder, Peter, 2013. "Explaining the diffusion of renewable energy technology in developing countries," Energy Economics, Elsevier, vol. 40(C), pages 285-296.
    43. Barone, Guglielmo & Mocetti, Sauro, 2014. "Natural disasters, growth and institutions: A tale of two earthquakes," Journal of Urban Economics, Elsevier, vol. 84(C), pages 52-66.
    44. Aggarwal, Raj & Goodell, John W., 2014. "Cross-national differences in access to finance: Influence of culture and institutional environments," Research in International Business and Finance, Elsevier, vol. 31(C), pages 193-211.
    45. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    46. Hao Xiong & Wen Shi & Shilin Xu & Huayu Shen, 2021. "Impact of COVID-19 on Corporate Liabilities in the Energy & Power Industry," Energy RESEARCH LETTERS, Asia-Pacific Applied Economics Association, vol. 2(1), pages 1-4.
    47. Brixiová, Zuzana & Kangoye, Thierry & Yogo, Thierry Urbain, 2020. "Access to finance among small and medium-sized enterprises and job creation in Africa," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 177-189.
    48. Ahamed, M. Mostak & Ho, Shirley J. & Mallick, Sushanta K. & Matousek, Roman, 2021. "Inclusive banking, financial regulation and bank performance: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 124(C).
    49. Léon, Florian & Zins, Alexandra, 2020. "Regional foreign banks and financial inclusion: Evidence from Africa," Economic Modelling, Elsevier, vol. 84(C), pages 102-116.
    50. Ferri, Giovanni & Murro, Pierluigi & Peruzzi, Valentina & Rotondi, Zeno, 2019. "Bank lending technologies and credit availability in Europe: What can we learn from the crisis?," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 128-148.
    51. Rasmane Ouedraogo & Windemanegda Sandrine Sourouema & Hamidou Sawadogo, 2021. "Aid, growth and institutions in Sub‐Saharan Africa: New insights using a multiple growth regime approach," The World Economy, Wiley Blackwell, vol. 44(1), pages 107-142, January.
    52. Vincent Fromentin, 2018. "Remittances and financial development in Latin America and the Caribbean countries: A dynamic approach," Post-Print halshs-02152596, HAL.
    53. Yanguas, Pablo & Hulme, David, 2015. "Barriers to Political Analysis in Aid Bureaucracies: From Principle to Practice in DFID and the World Bank," World Development, Elsevier, vol. 74(C), pages 209-219.
    54. repec:unu:wpaper:wp2012-25 is not listed on IDEAS
    55. Nakano, Yuko & Magezi, Eustadius F., 2020. "The impact of microcredit on agricultural technology adoption and productivity: Evidence from randomized control trial in Tanzania," World Development, Elsevier, vol. 133(C).
    56. Lashitew, Addisu A. & van Tulder, Rob & Liasse, Yann, 2019. "Mobile phones for financial inclusion: What explains the diffusion of mobile money innovations?," Research Policy, Elsevier, vol. 48(5), pages 1201-1215.
    57. Kasuga, Hidefumi, 2007. "Evaluating the impacts of foreign direct investment, aid and saving in developing countries," Journal of International Money and Finance, Elsevier, vol. 26(2), pages 213-228, March.
    58. Maruta, Admasu Asfaw, 2019. "Can aid for financial sector buy financial development?," Journal of Macroeconomics, Elsevier, vol. 62(C).
    59. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    60. Germana Corrado, 2020. "Institutional quality and access to financial services: evidence from European transition economies," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 47(6), pages 1363-1376, July.
    61. de Blasio, Guido & De Mitri, Stefania & D'Ignazio, Alessio & Finaldi Russo, Paolo & Stoppani, Lavinia, 2018. "Public guarantees to SME borrowing. A RDD evaluation," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 73-86.
    62. Daivi Rodima-Taylor & William W. Grimes, 2019. "International remittance rails as infrastructures: embeddedness, innovation and financial access in developing economies," Review of International Political Economy, Taylor & Francis Journals, vol. 26(5), pages 839-862, September.
    63. Kanittha Tambunlertchai, 2018. "Determinants And Barriers To Financial Inclusion In Myanmar: What Determines Access To Financial Services And What Hinders It?," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 9-26, March.
    64. Janet Dzator & Michael Dzator & Felix Asante & Clement Ahiadeke, 2016. "Common mental disorders, economic growth and development: Economic consequences and measurement issues," Journal of Developing Areas, Tennessee State University, College of Business, vol. 50(5), pages 13-26, Special I.
    65. Mertzanis, Charilaos, 2019. "Family ties, institutions and financing constraints in developing countries," Journal of Banking & Finance, Elsevier, vol. 108(C).
    66. Elizabeth Asiedu & Isaac Kalonda-Kanyama & Leonce Ndikumana & Akwasi Nti-Addae, 2013. "Access to Credit by Firms in Sub-Saharan Africa: How Relevant Is Gender?," American Economic Review, American Economic Association, vol. 103(3), pages 293-297, May.
    67. Ratha, Dilip & De, Prabal K. & Mohapatra, Sanket, 2011. "Shadow Sovereign Ratings for Unrated Developing Countries," World Development, Elsevier, vol. 39(3), pages 295-307, March.
    68. Charilaos Mertzanis, 2017. "Ownership structure and access to finance in developing countries," Applied Economics, Taylor & Francis Journals, vol. 49(32), pages 3195-3213, July.
    69. Larkin, Yelena & Ng, Lilian & Zhu, Jie, 2018. "The fading of investment-cash flow sensitivity and global development," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 294-322.
    70. Moheddine Younsi & Hasna Khemili & Marwa Bechtini, 2019. "Does foreign aid help alleviate income inequality? New evidence from African countries," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 46(4), pages 549-561, January.
    71. Serena Masino & Miguel Niño-Zarazúa, 2020. "Improving Financial Inclusion through the Delivery of Cash Transfer Programmes: The Case of Mexico’s Progresa-Oportunidades-Prospera Programme," Journal of Development Studies, Taylor & Francis Journals, vol. 56(1), pages 151-168, January.
    72. Tania Lopez & Adalbert Winkler, 2018. "The challenge of rural financial inclusion – evidence from microfinance," Applied Economics, Taylor & Francis Journals, vol. 50(14), pages 1555-1577, March.
    73. Ronald James & Jemma Lafeuillee & Mike Xin Li & Mr. Gonzalo Salinas & Yevgeniya Savchenko, 2019. "Explaining High Unemployment in ECCU Countries," IMF Working Papers 2019/144, International Monetary Fund.
    74. Elbadawi, Ibrahim A. & Kaltani, Linda & Soto, Raimundo, 2012. "Aid, Real Exchange Rate Misalignment, and Economic Growth in Sub-Saharan Africa," World Development, Elsevier, vol. 40(4), pages 681-700.
    75. Aysan, Ahmet F. & Disli, Mustafa & Ng, Adam & Ozturk, Huseyin, 2016. "Is small the new big? Islamic banking for SMEs in Turkey," Economic Modelling, Elsevier, vol. 54(C), pages 187-194.
    76. Eskander Alvi & Aberra Senbeta, 2014. "Foreign aid, growth, and poverty relation: a quantile regression approach," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(3), pages 381-403, July-Sept.
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