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Does financial inclusion enhance economic growth? Empirical evidence from the IsDB member countries

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  • Minhaj Ali
  • Shujahat H. Hashmi
  • Muhammad R. Nazir
  • Ahmer Bilal
  • Muhammad I. Nazir

Abstract

This innovative study examines the effect of financial inclusion measured by financial inclusion index (FII) on the economic growth of the Islamic Development Bank (IsDB) member countries. The data were collected on different elements of financial inclusion and economic growth for the period 2000–2016. To draw multi‐dimensional results, we have set up the panel data for 45 countries, and we estimated the generalized method of moments (GMM), two‐stage least squares (2SLS), panel vector autoregressive (VAR) and panel Granger causality tests. Based on the results of dynamic panel estimations, we find that FII has a positive effect on economic growth. The findings of Granger causality analysis reveals a bi‐directional causality of FII indicators with economic growth and a unidirectional causality between the FII and economic growth. Therefore, it suggests that the financial inclusion index has a positive effect on the economic growth in IsDB member countries. These findings recommend that the policymakers should consider financial inclusion as a driver of the economic growth in the long run. The empirical findings have useful policy insights for the IsDB member countries.

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  • Minhaj Ali & Shujahat H. Hashmi & Muhammad R. Nazir & Ahmer Bilal & Muhammad I. Nazir, 2021. "Does financial inclusion enhance economic growth? Empirical evidence from the IsDB member countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5235-5258, October.
  • Handle: RePEc:wly:ijfiec:v:26:y:2021:i:4:p:5235-5258
    DOI: 10.1002/ijfe.2063
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    as
    1. Chor Tang & Bee Tan, 2014. "The linkages among energy consumption, economic growth, relative price, foreign direct investment, and financial development in Malaysia," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(2), pages 781-797, March.
    2. Eliana Cardoso & Andre Urani & Andre Urani, 1995. "Inflation and Unemployment as Determinants of Inequality in Brazil: The 1980s," NBER Chapters, in: Reform, Recovery, and Growth: Latin America and the Middle East, pages 151-176, National Bureau of Economic Research, Inc.
    3. Batuo, Michael & Mlambo, Kupukile & Asongu, Simplice, 2018. "Linkages between financial development, financial instability, financial liberalisation and economic growth in Africa," Research in International Business and Finance, Elsevier, vol. 45(C), pages 168-179.
    4. Park, Cyn-Young & Mercado, Rogelio, 2015. "Financial Inclusion, Poverty, and Income Inequality in Developing Asia," ADB Economics Working Paper Series 426, Asian Development Bank.
    5. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    6. Edinaldo Tebaldi & Bruce Elmslie, 2013. "Does institutional quality impact innovation? Evidence from cross-country patent grant data," Applied Economics, Taylor & Francis Journals, vol. 45(7), pages 887-900, March.
    7. Rashmi Umesh Arora, 2010. "Measuring Financial Access," Discussion Papers in Economics economics:201007, Griffith University, Department of Accounting, Finance and Economics.
    8. Claessens, Stijn, 2006. "Access to financial services: a review of the issues and public policy objectives," Journal of Financial Transformation, Capco Institute, vol. 17, pages 16-19.
    9. Josiah Aduda & Elizabeth Kalunda, 2012. "Financial Inclusion and Financial Sector Stability With Reference To Kenya: A Review of Literature," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(6), pages 1-8.
    10. Mandira Sarma, 2008. "Index of Financial Inclusion," Working Papers id:1575, eSocialSciences.
    11. Suchitra Behera & Samir Ranjan Behera, 2018. "District-wise Comparative Study of Banking Penetration and Financial Inclusion in Odisha," Emerging Economy Studies, International Management Institute, vol. 4(2), pages 129-146, November.
    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. Mandira Sarma, "undated". "Index of Financial Inclusion," Indian Council for Research on International Economic Relations, New Delhi Working Papers 215, Indian Council for Research on International Economic Relations, New Delhi, India.
    14. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    15. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    16. Kim, Dai-Won & Yu, Jung-Suk & Hassan, M. Kabir, 2018. "Financial inclusion and economic growth in OIC countries," Research in International Business and Finance, Elsevier, vol. 43(C), pages 1-14.
    17. Cherif, Mondher & Dreger, Christian, 2016. "Institutional Determinants of Financial Development in MENA countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 20(3), pages 670-680.
    18. José Aixalá & Gema Fabro, 2008. "Does The Impact Of Institutional Quality On Economic Growth Depend On Initial Income Level?," Economic Affairs, Wiley Blackwell, vol. 28(3), pages 45-49, September.
    19. Rudra Prakash Pradhan, 2010. "Financial Deepening, Foreign Direct Investment and Economic Growth: Are They Cointegrated," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 1(1), pages 37-43, December.
    20. Miriam Bruhn & Inessa Love, 2014. "The Real Impact of Improved Access to Finance: Evidence from Mexico," Journal of Finance, American Finance Association, vol. 69(3), pages 1347-1376, June.
    21. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    22. Ali M. Kutan & Nahla Samargandi & Kazi Sohag, 2017. "Does Institutional Quality Matter for Financial Development and Growth? Further Evidence from MENA Countries," Australian Economic Papers, Wiley Blackwell, vol. 56(3), pages 228-248, September.
    23. Mr. Kangni R Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion, and Growth: Evidence from African Countries," IMF Working Papers 2011/073, International Monetary Fund.
    24. 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.
    25. Michael Chibba, 2009. "Financial Inclusion, Poverty Reduction and the Millennium Development Goals," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 21(2), pages 213-230, April.
    26. Dipasha Sharma, 2016. "Nexus between financial inclusion and economic growth," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 8(1), pages 13-36, April.
    27. World Bank, 2014. "Global Financial Development Report 2014 : Financial Inclusion," World Bank Publications - Books, The World Bank Group, number 16238, December.
    28. Mohieldin , Mahmoud & Rostom , Ahmed & Fu, Xiaochen & Iqbal, Zamir, 2012. "The Role of Islamic Finance in Enhancing Financial Inclusion in Organization of Islamic Cooperation (OIC) Countries," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 20, pages 55-120.
    29. repec:imf:imfsdn:15/8 is not listed on IDEAS
    30. Sharon Collard, 2007. "Toward Financial Inclusion in the UK: Progress and Challenges," Public Money & Management, Taylor & Francis Journals, vol. 27(1), pages 13-20, February.
    31. Agnello, Luca & Mallick, Sushanta K. & Sousa, Ricardo M., 2012. "Financial reforms and income inequality," Economics Letters, Elsevier, vol. 116(3), pages 583-587.
    32. World Bank, 2013. "World Development Report 2014 [Informe sobre el desarrollo mundial 2014, Riesgo y oportunidad : la administración del riesgo como instrumento de desarrollo - Panorama general]," World Bank Publications - Books, The World Bank Group, number 16092, December.
    33. Chakravarty, Satya R. & Pal, Rupayan, 2013. "Financial inclusion in India: An axiomatic approach," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 813-837.
    34. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    35. Sanjaya Kumar Lenka & Ruchi Sharma, 2017. "Does Financial Inclusion Spur Economic Growth in India?," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(3), pages 215-228, July-Sept.
    36. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    37. Patrick Honohan, 2004. "Financial development, growth, and poverty: how close are the links?," Policy Research Working Paper Series 3203, The World Bank.
    38. Park, Cyn-Young & Mercado, Jr., Rogelio, 2018. "Financial Inclusion: New Measurement and Cross-Country Impact Assessment," ADB Economics Working Paper Series 539, Asian Development Bank.
    39. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    40. Chang, Shu-Hwa & Huang, Liang-Chou, 2010. "The nexus of finance and GDP growth in Japan: Do real interest rates matter?," Japan and the World Economy, Elsevier, vol. 22(4), pages 235-242, December.
    41. Mandira Sarma, 2008. "Index of Financial Inclusion," Finance Working Papers 22259, East Asian Bureau of Economic Research.
    42. Sanjaya Kumar Lenka & Rajesh Barik, 2018. "Has expansion of mobile phone and internet use spurred financial inclusion in the SAARC countries?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-19, December.
    43. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Diana B Ayala Pena & Ran Bi & Miss Yuan Gao & Ms. Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Sv, 2015. "Rethinking Financial Deepening: Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 2015/008, International Monetary Fund.
    44. 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.
    45. 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.
    46. Thi Thu Tra Pham & Thai Vu Hong Nguyen & KienSon Nguyen, 2019. "Does bank competition promote financial inclusion? A cross-country evidence," Applied Economics Letters, Taylor & Francis Journals, vol. 26(13), pages 1133-1137, July.
    47. Nicholas Apergis & Ioannis Filippidis & Claire Economidou, 2007. "Financial Deepening and Economic Growth Linkages: A Panel Data Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(1), pages 179-198, April.
    48. Maruta, Admasu Asfaw, 2019. "Can aid for financial sector buy financial development?," Journal of Macroeconomics, Elsevier, vol. 62(C).
    49. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    50. Lee, Lung-fei, 2007. "GMM and 2SLS estimation of mixed regressive, spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 137(2), pages 489-514, April.
    51. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Diana B Ayala Pena & Ran Bi & Yuan Gao & Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Svirydzenka & Seyed Reza Yousef, 2015. "Rethinking Financial Deepening; Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 15/08, International Monetary Fund.
    52. Claessens, Stijn & Perotti, Enrico, 2007. "Finance and inequality: Channels and evidence," Journal of Comparative Economics, Elsevier, vol. 35(4), pages 748-773, December.
    53. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    54. Stephan Klasen & Francesca Lamanna, 2008. "The Impact of Gender Inequality in Education and Employment on Economic Growth in Developing Countries: Updates and Extensions," Ibero America Institute for Econ. Research (IAI) Discussion Papers 175, Ibero-America Institute for Economic Research.
    55. Kangni Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion and Growth: Evidence from African Countries," Post-Print halshs-00602411, HAL.
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