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Revisiting the link between output growth and volatility: panel GARCH analysis

Author

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  • Pinar Deniz

    (Marmara University)

  • Thanasis Stengos

    (University of Guelph)

  • M. Ege Yazgan

    (Istanbul Bilgi University)

Abstract

This paper explores the link between output growth and volatility using several macroeconomic variables for a panel of countries for the period of 1971–2014. Using an augmented panel GARCH-M model, we allow for the first time in the literature for independent variables to be part of the conditional equations. The paper is also novel in terms of encompassing an extensive number of countries and country groups. The relationship between output growth and volatility is observed to vary between different country groups. Empirical findings regarding the effect of exogeneous variables suggest that trade openness contributes to economic growth and institutional quality lowers economic volatility.

Suggested Citation

  • Pinar Deniz & Thanasis Stengos & M. Ege Yazgan, 2021. "Revisiting the link between output growth and volatility: panel GARCH analysis," Empirical Economics, Springer, vol. 61(2), pages 743-771, August.
  • Handle: RePEc:spr:empeco:v:61:y:2021:i:2:d:10.1007_s00181-020-01878-4
    DOI: 10.1007/s00181-020-01878-4
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    as
    1. Ramey, Garey & Ramey, Valerie A, 1995. "Cross-Country Evidence on the Link between Volatility and Growth," American Economic Review, American Economic Association, vol. 85(5), pages 1138-1151, December.
    2. Mirman, Leonard J, 1971. "Uncertainty and Optimal Consumption Decisions," Econometrica, Econometric Society, vol. 39(1), pages 179-185, January.
    3. William Easterly & Jozef Ritzen & Michael Woolcock, 2006. "Social Cohesion, Institutions, And Growth," Economics and Politics, Wiley Blackwell, vol. 18(2), pages 103-120, July.
    4. Alwyn Young, 1991. "Learning by Doing and the Dynamic Effects of International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 369-405.
    5. Robert J. Gordon, 1986. "The American Business Cycle: Continuity and Change," NBER Books, National Bureau of Economic Research, Inc, number gord86-1, March.
    6. Stephen J. Turnovsky, 2000. "Government Policy in a Stochastic Growth Model with Elastic Labor Supply," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 2(4), pages 389-433, October.
    7. Acemoglu, Daron & Johnson, Simon & Robinson, James & Thaicharoen, Yunyong, 2003. "Institutional causes, macroeconomic symptoms: volatility, crises and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 49-123, January.
    8. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, June.
    9. Imbs, Jean, 2007. "Growth and volatility," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1848-1862, October.
    10. Falvey, Rod & Foster, Neil & Greenaway, David, 2012. "Trade Liberalization, Economic Crises, and Growth," World Development, Elsevier, vol. 40(11), pages 2177-2193.
    11. Daron Acemoglu & James Robinson, 2010. "The Role of Institutions in Growth and Development," Review of Economics and Institutions, Università di Perugia, vol. 1(2).
    12. Hnatkovska, Viktoria & Loayza, Norman, 2004. "Volatility and growth," Policy Research Working Paper Series 3184, The World Bank.
    13. Grossman, Gene M & Helpman, Elhanan, 1990. "Comparative Advantage and Long-run Growth," American Economic Review, American Economic Association, vol. 80(4), pages 796-815, September.
    14. Barro, Robert J, 1996. "Democracy and Growth," Journal of Economic Growth, Springer, vol. 1(1), pages 1-27, March.
    15. Keith Blackburn & Alessandra Pelloni, 2005. "Growth, cycles, and stabilization policy," Oxford Economic Papers, Oxford University Press, vol. 57(2), pages 262-282, April.
    16. Speight, Alan E H, 1999. "UK Output Variability and Growth: Some Further Evidence," Scottish Journal of Political Economy, Scottish Economic Society, vol. 46(2), pages 175-184, May.
    17. Nawaz, Saima, 2015. "Growth effects of institutions: A disaggregated analysis," Economic Modelling, Elsevier, vol. 45(C), pages 118-126.
    18. Blackburn, Keith, 1999. "Can Stabilisation Policy Reduce Long-Run Growth?," Economic Journal, Royal Economic Society, vol. 109(452), pages 67-77, January.
    19. Turnovsky, Stephen J. & Chattopadhyay, Pradip, 2003. "Volatility and growth in developing economies: some numerical results and empirical evidence," Journal of International Economics, Elsevier, vol. 59(2), pages 267-295, March.
    20. Antonakakis, N. & Badinger, H., 2016. "Economic growth, volatility, and cross-country spillovers: New evidence for the G7 countries," Economic Modelling, Elsevier, vol. 52(PB), pages 352-365.
    21. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    22. Grier, Kevin B. & Tullock, Gordon, 1989. "An empirical analysis of cross-national economic growth, 1951-1980," Journal of Monetary Economics, Elsevier, vol. 24(2), pages 259-276, September.
    23. King, Robert G. & Plosser, Charles I. & Rebelo, Sergio T., 1988. "Production, growth and business cycles : II. New directions," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 309-341.
    24. Aisen, Ari & Veiga, Francisco José, 2013. "How does political instability affect economic growth?," European Journal of Political Economy, Elsevier, vol. 29(C), pages 151-167.
    25. Alan E. H. Speight, 1999. "UK Output Variability and Growth: Some Further Evidence," Scottish Journal of Political Economy, Scottish Economic Society, vol. 46(2), pages 175-184, May.
    26. Kevin B. Grier & Ólan T. Henry & Nilss Olekalns & Kalvinder Shields, 2004. "The asymmetric effects of uncertainty on inflation and output growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(5), pages 551-565.
    27. Jim Lee & Harold Glenn A. Valera, 2016. "Price transmission and volatility spillovers in Asian rice markets: Evidence from MGARCH and panel GARCH models," The International Trade Journal, Taylor & Francis Journals, vol. 30(1), pages 14-32, January.
    28. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    29. 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.
    30. Caporale, Tony & McKiernan, Barbara, 1996. "The Relationship between Output Variability and Growth: Evidence from Post War UK Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 43(2), pages 229-236, May.
    31. Alimi, Nabil, 2016. "Volatility and growth in developing countries: An asymmetric effect," The Journal of Economic Asymmetries, Elsevier, vol. 14(PB), pages 179-188.
    32. Daron Acemoglu, 2010. "Institutions, Factor Prices, and Taxation: Virtues of Strong States?," American Economic Review, American Economic Association, vol. 100(2), pages 115-119, May.
    33. Blackburn, Keith & Pelloni, Alessandra, 2004. "On the relationship between growth and volatility," Economics Letters, Elsevier, vol. 83(1), pages 123-127, April.
    34. Fountas, Stilianos & Karanasos, Menelaos & Kim, Jinki, 2002. "Inflation and output growth uncertainty and their relationship with inflation and output growth," Economics Letters, Elsevier, vol. 75(3), pages 293-301, May.
    35. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    36. A. Sandmo, 1970. "The Effect of Uncertainty on Saving Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(3), pages 353-360.
    37. Esfahani, Hadi Salehi & Ramirez, Maria Teresa, 2003. "Institutions, infrastructure, and economic growth," Journal of Development Economics, Elsevier, vol. 70(2), pages 443-477, April.
    38. Karras, Georgios, 2006. "Trade Openness, Economic Size, and Macroeconomic Volatility: Theory and Empirical Evidence," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 21, pages 254-272.
    39. Kormendi, Roger C. & Meguire, Philip G., 1985. "Macroeconomic determinants of growth: Cross-country evidence," Journal of Monetary Economics, Elsevier, vol. 16(2), pages 141-163, September.
    40. Rodolfo Cermeño & María Eugenia Sanin, 2015. "Are Flexible Exchange Rate Regimes more Volatile? Panel GARCH Evidence for the G7 and Latin America," Review of Development Economics, Wiley Blackwell, vol. 19(2), pages 297-308, May.
    41. Karam, Fida & Zaki, Chahir, 2015. "Trade volume and economic growth in the MENA region: Goods or services?," Economic Modelling, Elsevier, vol. 45(C), pages 22-37.
    42. Ólan T. Henry & Nilss Olekalns, 2002. "The Effect of Recessions on the Relationship between Output Variability and Growth," Southern Economic Journal, John Wiley & Sons, vol. 68(3), pages 683-692, January.
    43. Dawson, John W, 1998. "Institutions, Investment, and Growth: New Cross-Country and Panel Data Evidence," Economic Inquiry, Western Economic Association International, vol. 36(4), pages 603-619, October.
    44. Taylor, John B, 1979. "Estimation and Control of a Macroeconomic Model with Rational Expectations," Econometrica, Econometric Society, vol. 47(5), pages 1267-1286, September.
    45. Edwards, Sebastian, 1998. "Openness, Productivity and Growth: What Do We Really Know?," Economic Journal, Royal Economic Society, vol. 108(447), pages 383-398, March.
    46. Richard Kneller & Garry Young, 2001. "Business Cycle Volatility, Uncertainty and Long‐run Growth," Manchester School, University of Manchester, vol. 69(5), pages 534-552, October.
    47. Blackburn, Keith & Galindev, Ragchaasuren, 2003. "Growth, volatility and learning," Economics Letters, Elsevier, vol. 79(3), pages 417-421, June.
    48. Mr. Marco Terrones & Mr. Eswar S Prasad & Mr. Ayhan Kose, 2003. "Financial Integration and Macroeconomic Volatility," IMF Working Papers 2003/050, International Monetary Fund.
    49. Ribeiro, Pedro Pires & Cermeño, Rodolfo & Curto, José Dias, 2017. "Sovereign bond markets and financial volatility dynamics: Panel-GARCH evidence for six euro area countries," Finance Research Letters, Elsevier, vol. 21(C), pages 107-114.
    50. Lee, Ha Yan & Ricci, Luca Antonio & Rigobon, Roberto, 2004. "Once again, is openness good for growth?," Journal of Development Economics, Elsevier, vol. 75(2), pages 451-472, December.
    51. Victor Zarnowitz & Geoffrey H. Moore, 1986. "Major Changes in Cyclical Behavior," NBER Chapters, in: The American Business Cycle: Continuity and Change, pages 519-582, National Bureau of Economic Research, Inc.
    52. Fountas, Stilianos & Karanasos, Menelaos, 2006. "The relationship between economic growth and real uncertainty in the G3," Economic Modelling, Elsevier, vol. 23(4), pages 638-647, July.
    53. Long, John B, Jr & Plosser, Charles I, 1983. "Real Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 91(1), pages 39-69, February.
    54. Lee, Jim, 2010. "The link between output growth and volatility: Evidence from a GARCH model with panel data," Economics Letters, Elsevier, vol. 106(2), pages 143-145, February.
    55. Grinols, Earl L & Turnovsky, Stephen J, 1998. "Risk, Optimal Government Finance and Monetary Policies in a Growing Economy," Economica, London School of Economics and Political Science, vol. 65(259), pages 401-427, August.
    56. Alwyn Young, 1991. "Learning by Doing and the Dynamic Effects of International Trade," NBER Working Papers 3577, National Bureau of Economic Research, Inc.
    57. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
    58. Friedman, Milton, 1977. "Nobel Lecture: Inflation and Unemployment," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 451-472, June.
    59. Assaf Razin & Andrew Rose, 1992. "Business Cycle Volatility and Openness: An Exploratory Cross-Section Analysis," NBER Working Papers 4208, National Bureau of Economic Research, Inc.
    60. Kevin B. Grier & Mark J. Perry, 2000. "The effects of real and nominal uncertainty on inflation and output growth: some garch-m evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 45-58.
    61. Angelo Salton & Regis A. Ely, 2017. "Uncertainty and growth: evidence of emerging and developed countries," Economics Bulletin, AccessEcon, vol. 37(2), pages 1274-1280.
    62. Moritz Schularick & Solomos Solomou, 2011. "Tariffs and economic growth in the first era of globalization," Journal of Economic Growth, Springer, vol. 16(1), pages 33-70, March.
    63. Kim, Dong-Hyeon & Lin, Shu-Chin & Suen, Yu-Bo, 2016. "Trade, growth and growth volatility: New panel evidence," International Review of Economics & Finance, Elsevier, vol. 45(C), pages 384-399.
    64. Trypsteen, Steven, 2017. "The growth-volatility nexus: New evidence from an augmented GARCH-M model," Economic Modelling, Elsevier, vol. 63(C), pages 15-25.
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