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Political institutions and finance-growth nexus in emerging markets and developing countries: A tale of one threshold

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  • Slesman, Ly
  • Baharumshah, Ahmad Zubaidi
  • Azman-Saini, W.N.W.

Abstract

The empirical evidence predicts that political institutions are the core component of institutional matrix. They set stages for other institutions to be devised and influence the economic growth. Applying Kremer et al.’s (2013) dynamic panel threshold regression to a selected panel of 77 emerging market and developing countries over the period 1976–2010, we provide compelling evidence in favor of a split base on political institutions in the finance-growth nexus. The asymmetric impact of institutions on growth sets in around the optimum threshold level. Minimizing political risks through improvement in the quality of political institutions can improve the growth dividend due to financial development. Our empirical results appear to be robust across a wide range of alternative empirical strategies, several new disaggregate measures of political institutions, and also when addressing the endogeneity issues of the regressors.

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  • Slesman, Ly & Baharumshah, Ahmad Zubaidi & Azman-Saini, W.N.W., 2019. "Political institutions and finance-growth nexus in emerging markets and developing countries: A tale of one threshold," The Quarterly Review of Economics and Finance, Elsevier, vol. 72(C), pages 80-100.
    • Handle: RePEc:eee:quaeco:v:72:y:2019:i:c:p:80-100
    DOI: 10.1016/j.qref.2019.01.017
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    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(5), pages 813-843, October.
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. Aidt, Toke & Dutta, Jayasri & Sena, Vania, 2008. "Governance regimes, corruption and growth: Theory and evidence," Journal of Comparative Economics, Elsevier, vol. 36(2), pages 195-220, June.
    5. Flachaire, Emmanuel & García-Peñalosa, Cecilia & Konte, Maty, 2014. "Political versus economic institutions in the growth process," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 212-229.
    6. Seleteng, Monaheng & Bittencourt, Manoel & van Eyden, Reneé, 2013. "Non-linearities in inflation–growth nexus in the SADC region: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 30(C), pages 149-156.
    7. Jones, Sam & Tarp, Finn, 2016. "Does foreign aid harm political institutions?," Journal of Development Economics, Elsevier, vol. 118(C), pages 266-281.
    8. Torsten Persson & Guido Tabellini, 2009. "Democratic Capital: The Nexus of Political and Economic Change," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(2), pages 88-126, July.
    9. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    10. Seven, Ünal & Yetkiner, Hakan, 2016. "Financial intermediation and economic growth: Does income matter?," Economic Systems, Elsevier, vol. 40(1), pages 39-58.
    11. Rodrik, Dani, 1999. "Where Did All the Growth Go? External Shocks, Social Conflict, and Growth Collapses," Journal of Economic Growth, Springer, vol. 4(4), pages 385-412, December.
    12. Fedderke, Johannes & Klitgaard, Robert, 2013. "How Much Do Rights Matter?," World Development, Elsevier, vol. 51(C), pages 187-206.
    13. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    14. 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.
    15. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    16. McCaig, Brian & Stengos, Thanasis, 2005. "Financial intermediation and growth: Some robustness results," Economics Letters, Elsevier, vol. 88(3), pages 306-312, September.
    17. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    18. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    19. Andrew Williams & Abu Siddique, 2008. "The use (and abuse) of governance indicators in economics: a review," Economics of Governance, Springer, vol. 9(2), pages 131-175, May.
    20. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law and finance: why does legal origin matter?," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 653-675, December.
    21. Wahyoe Soedarmono & Iftekhar Hasan & Nuruzzaman Arsyad, 2017. "Non-linearity in the finance-growth nexus: Evidence from Indonesia," International Economics, CEPII research center, issue 150, pages 19-35.
    22. Daron Acemoglu & James A. Robinson, 2008. "Persistence of Power, Elites, and Institutions," American Economic Review, American Economic Association, vol. 98(1), pages 267-293, March.
    23. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
    24. Philippe Aghion & Peter Howitt & David Mayer-Foulkes, 2005. "The Effect of Financial Development on Convergence: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 173-222.
    25. Slesman, Ly & Baharumshah, Ahmad Zubaidi & Ra'ees, Wahabuddin, 2015. "Institutional infrastructure and economic growth in member countries of the Organization of Islamic Cooperation (OIC)," Economic Modelling, Elsevier, vol. 51(C), pages 214-226.
    26. Edward L. Glaeser & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "Do Institutions Cause Growth?," Journal of Economic Growth, Springer, vol. 9(3), pages 271-303, September.
    27. Hans Degryse & Thomas Lambert & Armin Schwienbacher, 2018. "The Political Economy of Financial Systems: Evidence from Suffrage Reforms in the Last Two Centuries," Economic Journal, Royal Economic Society, vol. 128(611), pages 1433-1475, June.
    28. Ly Slesman & Ahmad Zubaidi Baharumshah & Mark E. Wohar, 2015. "Capital Inflows and Economic Growth: Does the Role of Institutions Matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 253-275, July.
    29. Bick, Alexander, 2010. "Threshold effects of inflation on economic growth in developing countries," Economics Letters, Elsevier, vol. 108(2), pages 126-129, August.
    30. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    31. Kourtellos, Andros & Stengos, Thanasis & Tan, Chih Ming, 2016. "Structural Threshold Regression," Econometric Theory, Cambridge University Press, vol. 32(4), pages 827-860, August.
    32. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    33. Deidda, Luca & Fattouh, Bassam, 2002. "Non-linearity between finance and growth," Economics Letters, Elsevier, vol. 74(3), pages 339-345, February.
    34. Kevin Williams, 2017. "Does democracy dampen the effect of finance on economic growth?," Empirical Economics, Springer, vol. 52(2), pages 635-658, March.
    35. Acemoglu,Daron & Robinson,James A., 2009. "Economic Origins of Dictatorship and Democracy," Cambridge Books, Cambridge University Press, number 9780521671422, January.
    36. BenYishay, Ariel & Betancourt, Roger, 2014. "Unbundling democracy: Political rights and civil liberties," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 552-568.
    37. Marco Pagano & Paolo Volpin, 2001. "The Political Economy of Finance," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 17(4), pages 502-519.
    38. Rousseau, Peter L. & Wachtel, Paul, 2002. "Inflation thresholds and the finance-growth nexus," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 777-793, November.
    39. Ang, James B. & McKibbin, Warwick J., 2007. "Financial liberalization, financial sector development and growth: Evidence from Malaysia," Journal of Development Economics, Elsevier, vol. 84(1), pages 215-233, September.
    40. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    41. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    42. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    43. Bhattacharyya, Sambit, 2013. "Political origins of financial structure," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 979-994.
    44. Jetter, Michael & Agudelo, Alejandra Montoya & Hassan, Andrés Ramírez, 2015. "The Effect of Democracy on Corruption: Income is Key," World Development, Elsevier, vol. 74(C), pages 286-304.
    45. Joshua Aizenman & Yothin Jinjarak & Donghyun Park, 2013. "Capital Flows and Economic Growth in the Era of Financial Integration and Crisis, 1990–2010," Open Economies Review, Springer, vol. 24(3), pages 371-396, July.
    46. Ahmad Zubaidi Baharumshah & Ly Slesman & Evelyn Shyamala Devadason, 2017. "Types of Foreign Capital Inflows and Economic Growth: New Evidence on Role of Financial Markets," Journal of International Development, John Wiley & Sons, Ltd., vol. 29(6), pages 768-789, August.
    47. Abdoul’ Mijiyawa, 2013. "Determinants of property rights institutions: survey of literature and new evidence," Economics of Governance, Springer, vol. 14(2), pages 127-183, May.
    48. Herwartz, Helmut & Walle, Yabibal M., 2014. "Openness and the finance-growth nexus," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 235-247.
    49. Panicos Demetriades & Siong Hook Law, 2006. "Finance, institutions and economic development," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 11(3), pages 245-260.
    50. 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.
    51. Levine, Ross, 1991. "Stock Markets, Growth, and Tax Policy," Journal of Finance, American Finance Association, vol. 46(4), pages 1445-1465, September.
    52. Pierre‐Guillaume Méon & Khalid Sekkat & Laurent Weill, 2009. "Institutional Changes Now And Benefits Tomorrow: How Soon Is Tomorrow?," Economics and Politics, Wiley Blackwell, vol. 21(2), pages 319-357, July.
    53. Gründler, Klaus & Krieger, Tommy, 2016. "Democracy and growth: Evidence from a machine learning indicator," European Journal of Political Economy, Elsevier, vol. 45(S), pages 85-107.
    54. W. J. Henisz, 2000. "The Institutional Environment for Economic Growth," Economics and Politics, Wiley Blackwell, vol. 12(1), pages 1-31, March.
    55. Pierre-Guillaume Méon & Khalid Sekkat & Laurent Weill, 2009. "Institutional reforms now and benefits tomorrow: How soon is tomorrow?," ULB Institutional Repository 2013/92374, ULB -- Universite Libre de Bruxelles.
    56. Davis, Lewis S., 2010. "Institutional flexibility and economic growth," Journal of Comparative Economics, Elsevier, vol. 38(3), pages 306-320, September.
    57. Law, Siong Hook & Azman-Saini, W.N.W. & Ibrahim, Mansor H., 2013. "Institutional quality thresholds and the finance – Growth nexus," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5373-5381.
    58. Huang, Yongfu, 2010. "Political Institutions and Financial Development: An Empirical Study," World Development, Elsevier, vol. 38(12), pages 1667-1677, December.
    59. Siddiqui, Danish Ahmed & Ahmed, Qazi Masood, 2013. "The effect of institutions on economic growth: A global analysis based on GMM dynamic panel estimation," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 18-33.
    60. Beck , Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2009. "Financial institutions and markets across countries and over time - data and analysis," Policy Research Working Paper Series 4943, The World Bank.
    61. Mohsin S. Khan & Abdelhak S. Senhadji, 2003. "Financial Development and Economic Growth: A Review and New Evidence," Journal of African Economies, Centre for the Study of African Economies, vol. 12(Supplemen), pages 89-110, September.
    62. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
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    More about this item

    Keywords

    Political institutions; Panel threshold model; Financial development; Economic growth; Developing economies;
    All these keywords.

    JEL classification:

    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

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