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The Impact of Stock Market Development on Inflation and Economic Growth of 16 Asian Countries: A Panel VAR Approach

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  • Rudra P. PRADHAN
  • Mak B. ARVIN
  • Bele SAMADHAN
  • Shilpa TANEJA

Abstract

Empirical macroeconomists have investigated the possible link between the development of stock markets, economic growth, and inflation separately. Unlike earlier work, this paper investigates the nature of causal relations between these variables using a panel Granger causality test on a sample of 16 Asian countries over 1988-2012. Employing a panel vector autoregressive (VAR) model, our results also reveal that these variables are cointegrated, suggesting presence of a long-run equilibrium relationship among them.

Suggested Citation

  • Rudra P. PRADHAN & Mak B. ARVIN & Bele SAMADHAN & Shilpa TANEJA, 2013. "The Impact of Stock Market Development on Inflation and Economic Growth of 16 Asian Countries: A Panel VAR Approach," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 13(1), pages 203-218.
    • Handle: RePEc:eaa:aeinde:v:13:y:2013:i:1_16
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    1. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    2. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    3. Xing-Qiu Zhao, 1999. "Stock prices, inflation and output: evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 6(8), pages 509-511.
    4. Cooray, Arusha, 2010. "Do stock markets lead to economic growth?," Journal of Policy Modeling, Elsevier, vol. 32(4), pages 448-460, July.
    5. Barry Bosworth, 1975. "The Stock Market and the Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 6(2), pages 257-300.
    6. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    7. Arestis, Philip & Demetriades, Panicos O & Luintel, Kul B, 2001. "Financial Development and Economic Growth: The Role of Stock Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(1), pages 16-41, February.
    8. Bruce Morley, 2002. "Output, consumption and the stock market: implications for European convergence," Applied Economics, Taylor & Francis Journals, vol. 34(3), pages 317-323.
    9. De Gregorio, Jose, 1993. "Inflation, taxation, and long-run growth," Journal of Monetary Economics, Elsevier, vol. 31(3), pages 271-298, June.
    10. Shleifer, Andrei & Vishny, Robert W, 1986. "Large Shareholders and Corporate Control," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 461-488, June.
    11. Mauro, Paolo, 2003. "Stock returns and output growth in emerging and advanced economies," Journal of Development Economics, Elsevier, vol. 71(1), pages 129-153, June.
    12. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    13. Hwang, Y., 2001. "Relationship between inflation rate and inflation uncertainty," Economics Letters, Elsevier, vol. 73(2), pages 179-186, November.
    14. Levine, Ross & Zervos, Sara, 1996. "Stock Market Development and Long-Run Growth," The World Bank Economic Review, World Bank, vol. 10(2), pages 323-339, May.
    15. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    16. K A El-Wassal, 2005. "Stock Market Growth: An analysis of cointegration and causality," Economic Issues Journal Articles, Economic Issues, vol. 10(1), pages 37-58, March.
    17. Adam, Christopher S. & Bevan, David L., 2005. "Fiscal deficits and growth in developing countries," Journal of Public Economics, Elsevier, vol. 89(4), pages 571-597, April.
    18. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
    19. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    20. Granger, C. W. J., 1981. "Some properties of time series data and their use in econometric model specification," Journal of Econometrics, Elsevier, vol. 16(1), pages 121-130, May.
    21. Andres, Javier & Hernando, Ignacio & Lopez-Salido, J. David, 2004. "The role of the financial system in the growth-inflation link: the OECD experience," European Journal of Political Economy, Elsevier, vol. 20(4), pages 941-961, November.
    22. Nieuwerburgh, Stijn Van & Buelens, Frans & Cuyvers, Ludo, 2006. "Stock market development and economic growth in Belgium," Explorations in Economic History, Elsevier, vol. 43(1), pages 13-38, January.
    23. 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.
    24. Harris, Richard D. F., 1997. "Stock markets and development: A re-assessment," European Economic Review, Elsevier, vol. 41(1), pages 139-146, January.
    25. Unro Lee, 1997. "Stock Market and Macroeconomic Policies: New Evidence from Pacific Basin Countries," Multinational Finance Journal, Multinational Finance Journal, vol. 1(4), pages 273-289, December.
    26. Orawan Ratanapakorn & Subhash Sharma, 2007. "Dynamic analysis between the US stock returns and the macroeconomic variables," Applied Financial Economics, Taylor & Francis Journals, vol. 17(5), pages 369-377.
    27. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    28. Tarun K. Mukherjee & Atsuyuki Naka, 1995. "Dynamic Relations Between Macroeconomic Variables And The Japanese Stock Market: An Application Of A Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, June.
    29. Enisan, Akinlo A. & Olufisayo, Akinlo O., 2009. "Stock market development and economic growth: Evidence from seven sub-Sahara African countries," Journal of Economics and Business, Elsevier, vol. 61(2), pages 162-171.
    30. By Mohsin S. Khan & Abdelhak S. Senhadji, 2001. "Threshold Effects in the Relationship Between Inflation and Growth," IMF Staff Papers, Palgrave Macmillan, vol. 48(1), pages 1-1.
    31. Stiglitz, Joseph E, 1985. "Credit Markets and the Control of Capital," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 133-152, May.
    32. T. Thanh-Binh Nguyen & Kuan-Min Wang, 2010. "Causality between housing returns, inflation and economic growth with endogenous breaks," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 8(1), pages 95-115.
    33. 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.
    34. Bhide, Amar, 1993. "The hidden costs of stock market liquidity," Journal of Financial Economics, Elsevier, vol. 34(1), pages 31-51, August.
    35. Bruno, Michael & Easterly, William, 1998. "Inflation crises and long-run growth," Journal of Monetary Economics, Elsevier, vol. 41(1), pages 3-26, February.
    36. Levine, Ross, 1991. "Stock Markets, Growth, and Tax Policy," Journal of Finance, American Finance Association, vol. 46(4), pages 1445-1465, September.
    37. Xiaohui Liu & Peter Sinclair, 2008. "Does the linkage between stock market performance and economic growth vary across Greater China?," Applied Economics Letters, Taylor & Francis Journals, vol. 15(7), pages 505-508.
    38. Baillie, Richard T & Chung, Ching-Fan & Tieslau, Margie A, 1996. "Analysing Inflation by the Fractionally Integrated ARFIMA-GARCH Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(1), pages 23-40, Jan.-Feb..
    39. Fama, Eugene F, 1990. "Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
    40. Rudra P. Pradhan, 2011. "Financial Development, Growth and Stock Market Development: The Trilateral Analysis in India," Journal of Quantitative Economics, The Indian Econometric Society, vol. 9(1), pages 134-145.
    41. Billmeier, Andreas & Massa, Isabella, 2009. "What drives stock market development in emerging markets--institutions, remittances, or natural resources?," Emerging Markets Review, Elsevier, vol. 10(1), pages 23-35, March.
    42. Nicolaas Groenewold & Gregory O'Rourke & Stephen Thomas, 1997. "Stock returns and inflation: a macro analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 7(2), pages 127-136.
    43. Valeriano F. García & Lin Liu, 1999. "Macroeconomic Determinants of Stock Market Development," Journal of Applied Economics, Universidad del CEMA, vol. 2, pages 29-59, May.
    44. Wongbangpo, Praphan & Sharma, Subhash C., 2002. "Stock market and macroeconomic fundamental dynamic interactions: ASEAN-5 countries," Journal of Asian Economics, Elsevier, vol. 13(1), pages 27-51.
    45. Vaona, Andrea, 2012. "Inflation And Growth In The Long Run: A New Keynesian Theory And Further Semiparametric Evidence," Macroeconomic Dynamics, Cambridge University Press, vol. 16(1), pages 94-132, February.
    46. Han Hou & Su-Yin Cheng, 2010. "The roles of stock market in the finance-growth nexus: time series cointegration and causality evidence from Taiwan," Applied Financial Economics, Taylor & Francis Journals, vol. 20(12), pages 975-981.
    47. Mukherjee, Tarun K & Naka, Atsuyuki, 1995. "Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of a Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, Summer.
    48. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    49. Mr. Lamin Y Leigh, 1997. "Stock Market Equilibrium and Macroeconomic Fundamentals," IMF Working Papers 1997/015, International Monetary Fund.
    50. Guglielmo Maria Caporale & Peter G. A Howells & Alaa M. Soliman, 2004. "Stock Market Development And Economic Growth: The Causal Linkage," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 29(1), pages 33-50, June.
    51. 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.
    52. Javier Andrés & Ignacio Hernando, 1999. "Does Inflation Harm Economic Growth? Evidence from the OECD," NBER Chapters, in: The Costs and Benefits of Price Stability, pages 315-348, National Bureau of Economic Research, Inc.
    53. Andreas Humpe & Peter Macmillan, 2009. "Can macroeconomic variables explain long-term stock market movements? A comparison of the US and Japan," Applied Financial Economics, Taylor & Francis Journals, vol. 19(2), pages 111-119.
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    2. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar & Hall, John H. & Norman, Neville R., 2017. "Finance and growth: Evidence from the ARF countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 136-148.
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    More about this item

    Keywords

    stock market developments; inflation; economic growth; panel VAR.;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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