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Inflation, inflation uncertainty, and economic growth in emerging and developing countries: Panel data evidence

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  • Baharumshah, Ahmad Zubaidi
  • Slesman, Ly
  • Wohar, Mark E.

Abstract

This paper investigates the relationship between inflation, inflation uncertainty, and economic growth in a panel of 94 emerging and developing countries. Based on the system generalized method of moments (SGMM) that controls for instrument proliferation, we discover the following results. First, when both the proliferation of instruments problem and the biased standard error in SGMM are accounted for, the results reveal that only in non-inflation crisis countries does inflation harm growth, while inflation uncertainty promotes growth. Empirical results, based on a three-regime model, confirm the negative growth effect of high inflation rates and the growth enhancing effect of low inflation. Second, the negative-level effect of not keeping inflation in check outweighs the positive effect from uncertainty in non-inflation crisis countries in all three regimes. Third, the existence of a positive effect of uncertainty about the inflation rate on growth through a precautionary motive is confirmed when inflation reaches moderate ranges (5.6–15.9%). These findings are robust, although only for non-inflation crisis countries, to a battery of diagnostic tests, including the issue of weak and the proliferation of instruments and biased standard error.

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  • Baharumshah, Ahmad Zubaidi & Slesman, Ly & Wohar, Mark E., 2016. "Inflation, inflation uncertainty, and economic growth in emerging and developing countries: Panel data evidence," Economic Systems, Elsevier, vol. 40(4), pages 638-657.
  • Handle: RePEc:eee:ecosys:v:40:y:2016:i:4:p:638-657
    DOI: 10.1016/j.ecosys.2016.02.009
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    as
    1. Tommasi, Mariano, 1994. "The Consequences of Price Instability on Search Markets: Toward Understanding the Effects of Inflation," American Economic Review, American Economic Association, vol. 84(5), pages 1385-1396, December.
    2. Dotsey, Michael & Sarte, Pierre Daniel, 2000. "Inflation uncertainty and growth in a cash-in-advance economy," Journal of Monetary Economics, Elsevier, vol. 45(3), pages 631-655, June.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Gylfason, Thorvaldur & Herbertsson, Tryggvi Thor, 2001. "Does inflation matter for growth?," Japan and the World Economy, Elsevier, vol. 13(4), pages 405-428, December.
    5. Vieira, Flávio & MacDonald, Ronald & Damasceno, Aderbal, 2012. "The role of institutions in cross-section income and panel data growth models: A deeper investigation on the weakness and proliferation of instruments," Journal of Comparative Economics, Elsevier, vol. 40(1), pages 127-140.
    6. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    7. Yu, Ping, 2015. "Consistency of the least squares estimator in threshold regression with endogeneity," Economics Letters, Elsevier, vol. 131(C), pages 41-46.
    8. 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.
    9. 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.
    10. Max Gillman & Mark N. Harris & László Mátyás, 2004. "Inflation and growth: Explaining a negative effect," Empirical Economics, Springer, vol. 29(1), pages 149-167, January.
    11. Dejan Živkov & Jovan Njegic & Marko Pecanac, 2014. "Bidirectional linkage between inflation and inflation uncertainty – the case of Eastern European countries," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 14(1-2), pages 124-139, December.
    12. Dong-Hyeon Kim & Shu-Chin Lin, 2012. "Inflation and Inflation Volatility Revisited," International Finance, Wiley Blackwell, vol. 15(3), pages 327-345, December.
    13. Don Bredin & Stilianos Fountas, 2005. "Macroeconomic Uncertainty And Macroeconomic Performance: Are They Related?," Manchester School, University of Manchester, vol. 73(s1), pages 58-76, September.
    14. Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.),Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677, Elsevier.
    15. Guerrero, Federico, 2006. "Does inflation cause poor long-term growth performance?," Japan and the World Economy, Elsevier, vol. 18(1), pages 72-89, January.
    16. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    17. Burdekin, Richard C.K. & Denzau, Arthur T. & Keil, Manfred W. & Sitthiyot, Thitithep & Willett, Thomas D., 2004. "When does inflation hurt economic growth? Different nonlinearities for different economies," Journal of Macroeconomics, Elsevier, vol. 26(3), pages 519-532, September.
    18. Jonathan Temple, 2005. "Dual Economy Models: A Primer For Growth Economists," Manchester School, University of Manchester, vol. 73(4), pages 435-478, July.
    19. De Gregorio, Jose, 1993. "Inflation, taxation, and long-run growth," Journal of Monetary Economics, Elsevier, vol. 31(3), pages 271-298, June.
    20. Nicholas Apergis, 2005. "Inflation Uncertainty And Growth: Evidence From Panel Data," Australian Economic Papers, Wiley Blackwell, vol. 44(2), pages 186-197, June.
    21. Bruno, Giovanni S.F., 2005. "Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 87(3), pages 361-366, June.
    22. Don Bredin & John Elder & Stilianos Fountas, 2009. "Macroeconomic Uncertainty and Performance in Asian Countries," Review of Development Economics, Wiley Blackwell, vol. 13(2), pages 215-229, May.
    23. Ahmed, Shaghil & Rogers, John H., 2000. "Inflation and the great ratios: Long term evidence from the U.S," Journal of Monetary Economics, Elsevier, vol. 45(1), pages 3-35, February.
    24. Ruth Judson & Athanasios Orphanides, 1999. "Inflation, Volatility and Growth," International Finance, Wiley Blackwell, vol. 2(1), pages 117-138, April.
    25. 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.
    26. Ball, Laurence, 1992. "Why does high inflation raise inflation uncertainty?," Journal of Monetary Economics, Elsevier, vol. 29(3), pages 371-388, June.
    27. Fischer, Stanley, 1993. "The role of macroeconomic factors in growth," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 485-512, December.
    28. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    29. Gaetano Antinolfi & Claudia M. Landeo & Maxim Nikitin, 2007. "Dollarization and the inflation threshold," Canadian Journal of Economics, Canadian Economics Association, vol. 40(2), pages 628-649, May.
    30. Fountas, Stilianos & Karanasos, Menelaos, 2007. "Inflation, output growth, and nominal and real uncertainty: Empirical evidence for the G7," Journal of International Money and Finance, Elsevier, vol. 26(2), pages 229-250, March.
    31. Tamoya Christie, 2014. "The Effect Of Government Spending On Economic Growth: Testing The Non-Linear Hypothesis," Bulletin of Economic Research, Wiley Blackwell, vol. 66(2), pages 183-204, April.
    32. 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.
    33. Bick, Alexander, 2010. "Threshold effects of inflation on economic growth in developing countries," Economics Letters, Elsevier, vol. 108(2), pages 126-129, August.
    34. 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.
    35. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    36. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    37. Grier, Robin & Grier, Kevin B., 2006. "On the real effects of inflation and inflation uncertainty in Mexico," Journal of Development Economics, Elsevier, vol. 80(2), pages 478-500, August.
    38. Norman Loayza & Klaus Schmidt-Hebbel & Luis Servén, 2000. "What Drives Private Saving Across the World?," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 165-181, May.
    39. Friedman, Milton, 1977. "Nobel Lecture: Inflation and Unemployment," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 451-472, June.
    40. 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.
    41. Loayza, Norman & Schmidt-Hebbel, Klaus & Serven, Luis, 2000. "What drives private saving around the world?," Policy Research Working Paper Series 2309, The World Bank.
    42. 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.
    43. 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.
    44. Gomme, Paul, 1993. "Money and growth revisited : Measuring the costs of inflation in an endogenous growth model," Journal of Monetary Economics, Elsevier, vol. 32(1), pages 51-77, August.
    45. Siti Hamizah Mohd & Ahmad Zubaidi Baharumshah & Stilianos Fountas, 2013. "Inflation, Inflation Uncertainty And Output Growth: Recent Evidence From Asean-5 Countries," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 58(04), pages 1-17.
    46. Ahmad Zubaidi Baharumshah & Nor Aishah Hamzah & Shamsul Rijal Muhammad Sabri, 2011. "Inflation uncertainty and economic growth: evidence from the LAD ARCH model," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(1), pages 195-206.
    47. Thanh, Su Dinh, 2015. "Threshold effects of infl ation on growth in the ASEAN-5 countries: A Panel Smooth Transition Regression approach," Journal of Economics, Finance and Administrative Science, Universidad ESAN, vol. 20(38), pages 41-48.
    48. John H. Boyd & Sangmok Choi & Bruce Smith, 1996. "Inflation, financial markets and capital formation," Proceedings, Federal Reserve Bank of St. Louis, vol. 78(May), pages 9-35.
    49. Aghion, Philippe & Saint-Paul, Gilles, 1998. "VIRTUES OF BAD TIMES Interaction Between Productivity Growth and Economic Fluctuations," Macroeconomic Dynamics, Cambridge University Press, vol. 2(3), pages 322-344, September.
    50. Jesús Crespo Cuaresma & Maria Silgoner, 2014. "Economic Growth and Inflation in Europe: A Tale of Two Thresholds," Journal of Common Market Studies, Wiley Blackwell, vol. 52(4), pages 843-860, July.
    51. Blackburn, Keith, 1999. "Can Stabilisation Policy Reduce Long-Run Growth?," Economic Journal, Royal Economic Society, vol. 109(452), pages 67-77, January.
    52. Bruno, Michael & Easterly, William, 1998. "Inflation crises and long-run growth," Journal of Monetary Economics, Elsevier, vol. 41(1), pages 3-26, February.
    53. Judson, Ruth & Orphanides, Athanasios, 1999. "Inflation, Volatility and Growth," International Finance, Wiley Blackwell, vol. 2(1), pages 117-138, April.
    54. Fountas, Stilianos, 2010. "Inflation, inflation uncertainty and growth: Are they related?," Economic Modelling, Elsevier, vol. 27(5), pages 896-899, September.
    55. Michael Sarel, 1996. "Nonlinear Effects of Inflation on Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 43(1), pages 199-215, March.
    56. Bowsher, Clive G., 2002. "On testing overidentifying restrictions in dynamic panel data models," Economics Letters, Elsevier, vol. 77(2), pages 211-220, October.
    57. Jonathan Temple, 2000. "Inflation and Growth: Stories Short and Tall," Journal of Economic Surveys, Wiley Blackwell, vol. 14(4), pages 395-426, September.
    58. López-Villavicencio, Antonia & Mignon, Valérie, 2011. "On the impact of inflation on output growth: Does the level of inflation matter?," Journal of Macroeconomics, Elsevier, vol. 33(3), pages 455-464, September.
    59. Jonathan R. W. Temple, 2005. "Growth and Wage Inequality in a Dual Economy," Bulletin of Economic Research, Wiley Blackwell, vol. 57(2), pages 145-169, April.
    60. 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.
    61. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    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

    Economic growth; Inflation; Inflation uncertainty; Three-regime model;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development

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