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Is globalization detrimental to financial development? Further evidence from a very large emerging economy with significant orientation towards policies

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  • Muhammad Shahbaz
  • Hrushikesh Mallick
  • Mantu Kumar Mahalik
  • Shawkat Hammoudeh

Abstract

This study attempts to explore the relationship between globalization and financial development by endogenizing economic growth, population density, inflation and institutional quality for India during the period from 1971–2013. Using the more conclusivecombined cointegration method, the study provides evidence of cointegration among these variables. The long-run and short-run estimates from the ARDL model and causality tests, respectively, suggest that globalization in its all forms (political, social and economic) and its overall measure as well as inflation are detrimental to financial development, while economic growth and population density both promote financial development. Furthermore, the results also point out that institutional quality is not conducive to financial development in India, and there exists a feedback effect between financial development and inflation. Moreover, financial development is influenced by economic growth, institutional quality and population density.

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  • Muhammad Shahbaz & Hrushikesh Mallick & Mantu Kumar Mahalik & Shawkat Hammoudeh, 2018. "Is globalization detrimental to financial development? Further evidence from a very large emerging economy with significant orientation towards policies," Applied Economics, Taylor & Francis Journals, vol. 50(6), pages 574-595, February.
    • Handle: RePEc:taf:applec:v:50:y:2018:i:6:p:574-595
    DOI: 10.1080/00036846.2017.1324615
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    1. Bittencourt, Manoel, 2011. "Inflation and financial development: Evidence from Brazil," Economic Modelling, Elsevier, vol. 28(1), pages 91-99.
    2. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    3. James M. Poterba, 2004. "Impact of population aging on financial markets in developed countries," Economic Review, Federal Reserve Bank of Kansas City, vol. 89(Q IV), pages 43-53.
    4. Obstfeld, Maurice, 1994. "Risk-Taking, Global Diversification, and Growth," American Economic Review, American Economic Association, vol. 84(5), pages 1310-1329, December.
    5. Sourafel Girma & Anja Shortland, 2008. "The political economy of financial development," Oxford Economic Papers, Oxford University Press, vol. 60(4), pages 567-596, October.
    6. James M. Poterba, 2004. "The impact of population aging on financial markets," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, issue Aug, pages 163-216.
    7. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    8. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    9. Svaleryd, Helena & Vlachos, Jonas, 2002. "Markets for risk and openness to trade: how are they related?," Journal of International Economics, Elsevier, vol. 57(2), pages 369-395, August.
    10. Rousseau, Peter L. & Yilmazkuday, Hakan, 2009. "Inflation, financial development, and growth: A trilateral analysis," Economic Systems, Elsevier, vol. 33(4), pages 310-324, December.
    11. Mishkin, Frederic S., 2009. "Globalization and financial development," Journal of Development Economics, Elsevier, vol. 89(2), pages 164-169, July.
    12. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    13. Howard Bodenhorn & David Cuberes, 2010. "Financial Development and City Growth: Evidence from Northeastern American Cities, 1790-1870," NBER Working Papers 15997, National Bureau of Economic Research, Inc.
    14. Helmut Lütkepohl, 2006. "Structural Vector Autoregressive Analysis for Cointegrated Variables," Springer Books, in: Olaf Hübler & Jachim Frohn (ed.), Modern Econometric Analysis, chapter 6, pages 73-86, Springer.
    15. Magda Kandil & Muhammad Shahbaz & Samia Nasreen, 2015. "The interaction between globalization and financial development: new evidence from panel cointegration and causality analysis," Empirical Economics, Springer, vol. 49(4), pages 1317-1339, December.
    16. Kim, Dong-Hyeon & Lin, Shu-Chin & Suen, Yu-Bo, 2010. "Dynamic effects of trade openness on financial development," Economic Modelling, Elsevier, vol. 27(1), pages 254-261, January.
    17. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    18. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    19. Edgar Demetrio Tovar García., 2012. "Financial Globalization and Financial Development in Transition Countries," Economía: teoría y práctica, Universidad Autónoma Metropolitana, México, vol. 36(1), pages 155-178, Enero-Jun.
    20. Liu, Wan-Chun & Hsu, Chen-Min, 2006. "The role of financial development in economic growth: The experiences of Taiwan, Korea, and Japan," Journal of Asian Economics, Elsevier, vol. 17(4), pages 667-690, October.
    21. Baltagi, Badi H. & Demetriades, Panicos O. & Law, Siong Hook, 2009. "Financial development and openness: Evidence from panel data," Journal of Development Economics, Elsevier, vol. 89(2), pages 285-296, July.
    22. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    23. James B. Ang, 2008. "A Survey Of Recent Developments In The Literature Of Finance And Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 22(3), pages 536-576, July.
    24. Kendall, Jake, 2012. "Local financial development and growth," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1548-1562.
    25. Rao, B. Bhaskara & Vadlamannati, Krishna Chaitanya, 2011. "Globalization and growth in the low income African countries with the extreme bounds analysis," Economic Modelling, Elsevier, vol. 28(3), pages 795-805, May.
    26. Kim, Dong-Hyeon & Lin, Shu-Chin, 2010. "Dynamic Relationship Between Inflation And Financial Development," Macroeconomic Dynamics, Cambridge University Press, vol. 14(3), pages 343-364, June.
    27. Ang, James B., 2008. "What are the mechanisms linking financial development and economic growth in Malaysia," Economic Modelling, Elsevier, vol. 25(1), pages 38-53, January.
    28. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    29. Sami Ben Naceur & Mondher Cherif & Magda Kandil, 2014. "What drives the development of the MENA financial sector?," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 14(4), pages 212-223, December.
    30. Stiglitz, Joseph E., 2004. "Globalization and growth in emerging markets," Journal of Policy Modeling, Elsevier, vol. 26(4), pages 465-484, June.
    31. Fung, Michael K., 2009. "Financial development and economic growth: Convergence or divergence?," Journal of International Money and Finance, Elsevier, vol. 28(1), pages 56-67, February.
    32. Peter Boswijk, H., 1994. "Testing for an unstable root in conditional and structural error correction models," Journal of Econometrics, Elsevier, vol. 63(1), pages 37-60, July.
    33. 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.
    34. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    35. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    36. Huang, Yongfu, 2010. "Political Institutions and Financial Development: An Empirical Study," World Development, Elsevier, vol. 38(12), pages 1667-1677, December.
    37. Howard Bodenhorn & David Cuberes, 2010. "Financial Development and City Growth: Evidence from Northeastern American Cities, 1790-1870," NBER Working Papers 15997, National Bureau of Economic Research, Inc.
    38. Khan, Mohsin S. & Senhadji, Abdelhak S. & Smith, Bruce D., 2006. "Inflation And Financial Depth," Macroeconomic Dynamics, Cambridge University Press, vol. 10(2), pages 165-182, April.
    39. B. Bhaskara Rao & Artur Tamazian & Krishna Chaitanya Vadlamannati, 2011. "Growth effects of a comprehensive measure of globalization with country-specific time series data," Applied Economics, Taylor & Francis Journals, vol. 43(5), pages 551-568.
    40. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    41. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    42. Manizheh Falahaty & Siong Law, 2012. "The Effect of Globalization on Financial Development in the MENA Region," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 19(2), pages 205-223, November.
    43. Huang, Ho-Chuan & Lin, Shu-Chin & Kim, Dong-Hyeon & Yeh, Chih-Chuan, 2010. "Inflation and the finance-growth nexus," Economic Modelling, Elsevier, vol. 27(1), pages 229-236, January.
    44. Hsueh, Shun-Jen & Hu, Yu-Hau & Tu, Chien-Heng, 2013. "Economic growth and financial development in Asian countries: A bootstrap panel Granger causality analysis," Economic Modelling, Elsevier, vol. 32(C), pages 294-301.
    45. 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.
    46. Xinhua Gu & Baomin Dong, 2011. "A Theory of Financial Liberalisation: Why are Developing Countries so Reluctant?," The World Economy, Wiley Blackwell, vol. 34, pages 1106-1123, July.
    47. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    48. Stiglitz, Joseph E., 2003. "Globalization and growth in emerging markets and the New Economy," Journal of Policy Modeling, Elsevier, vol. 25(5), pages 505-524, July.
    49. Miguel Tinoco-Zermeño & Francisco Venegas-Martínez & Víctor Torres-Preciado, 2014. "Growth, bank credit, and inflation in Mexico: evidence from an ARDL-bounds testing approach," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-22, December.
    50. Boyd, John H. & Levine, Ross & Smith, Bruce D., 2001. "The impact of inflation on financial sector performance," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 221-248, April.
    51. Christian Bayer & Christoph Hanck, 2013. "Combining non-cointegration tests," Journal of Time Series Analysis, Wiley Blackwell, vol. 34(1), pages 83-95, January.
    52. Abu N. M. Wahid & Muhammad Shahbaz & Pervaz Azim, 2011. "Inflation and Financial Sector Correlation: The Case of Bangladesh," International Journal of Economics and Financial Issues, Econjournals, vol. 1(4), pages 145-152.
    53. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    54. Puyang Sun & Somnath Sen & Jiadong Tong, 2011. "Size Effects on the Transmission Mechanism from Finance to Development: A Study of Large Emerging Economies," The World Economy, Wiley Blackwell, vol. 34, pages 778-791, May.
    55. Siong Hook Law & Hui Boon Tan & W. N. W. Azman-Saini, 2015. "Globalisation, Institutional Reforms and Financial Development in East Asian Economies," The World Economy, Wiley Blackwell, vol. 38(2), pages 379-398, February.
    56. Mohammad Afzal, 2007. "The Impact of Globalisation on Economic Growth of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(4), pages 723-734.
    57. Siong Hook Law, 2009. "Trade Openness, Capital Flows and Financial Development in Developing Economies," International Economic Journal, Taylor & Francis Journals, vol. 23(3), pages 409-426.
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    10. Ibrahim N Ouattara, 2020. "A bootstrap panel granger causality analysis of the relationships between financial sector development and globalization in sub-saharan african countries," Economics Bulletin, AccessEcon, vol. 40(4), pages 3153-3166.
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    13. Rousseau, Peter L. & Yilmazkuday, Hakan, 2009. "Inflation, financial development, and growth: A trilateral analysis," Economic Systems, Elsevier, vol. 33(4), pages 310-324, December.
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    15. Mantu Kumar Mahalik & John Nkwoma Inekwe & Kuntal K. Das & Umakant Dash & Augustine C Arize, 2022. "Does the Pattern of Age Dependency Matter in the Promotion of Financial Development in an Emerging Economy?," Working Papers in Economics 22/06, University of Canterbury, Department of Economics and Finance.
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