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Is inflation targeting credible in Asia? A panel GARCH approach

Author

Listed:
  • Harold Glenn A. Valera

    (International Rice Research Institute (IRRI)
    University of Waikato)

  • Mark J. Holmes

    (University of Waikato)

  • Gazi M. Hassan

    (University of Waikato)

Abstract

We examine the relationship between inflation targeting and the behavior of the level and volatility of inflation for eight Asian countries over the period 1987–2013. In contrast to existing studies that rely upon time series methods, we employ a novel panel GARCH model that accounts for heterogeneity and interdependence across countries. Our main contribution is to shed new light on the inflation targeting credibility hypothesis based on lower inflation and inflation volatility as well as on the correlation between unanticipated inflation shocks within a panel GARCH framework. We find strong evidence of a reduction in the level of inflation that operates from the impact of actual inflation targets in the Philippines, South Korea and Thailand. We also find that the adoption of inflation targeting helped lower inflation volatility in the Philippines and South Korea. Overall, the results suggest that Asian inflation targeting regimes are more credible in terms of reducing the level of inflation than lowering inflation volatility. There is also evidence that the covariance of inflation shocks among inflation targeting and non-targeting countries tends to increase.

Suggested Citation

  • Harold Glenn A. Valera & Mark J. Holmes & Gazi M. Hassan, 2018. "Is inflation targeting credible in Asia? A panel GARCH approach," Empirical Economics, Springer, vol. 54(2), pages 523-546, March.
  • Handle: RePEc:spr:empeco:v:54:y:2018:i:2:d:10.1007_s00181-016-1212-3
    DOI: 10.1007/s00181-016-1212-3
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    as
    1. Anna Samarina & Jakob De Haan, 2014. "Right On Target: Exploring The Factors Leading To Inflation Targeting Adoption," Contemporary Economic Policy, Western Economic Association International, vol. 32(2), pages 372-389, April.
    2. Svensson, Lars E. O., 1997. "Inflation forecast targeting: Implementing and monitoring inflation targets," European Economic Review, Elsevier, vol. 41(6), pages 1111-1146, June.
    3. Dufrénot, Gilles & Keddad, Benjamin, 2014. "Business cycles synchronization in East Asia: A Markov-switching approach," Economic Modelling, Elsevier, vol. 42(C), pages 186-197.
    4. Frederic S. Miskin & Klaus Schmidt-Hebbel, 2007. "Does Inflation Targeting Make a Difference?," Central Banking, Analysis, and Economic Policies Book Series, in: Frederic S. Miskin & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Monetary Policy under Inflation Targeting, edition 1, volume 11, chapter 9, pages 291-372, Central Bank of Chile.
    5. Lucotte, Yannick, 2012. "Adoption of inflation targeting and tax revenue performance in emerging market economies: An empirical investigation," Economic Systems, Elsevier, vol. 36(4), pages 609-628.
    6. Eleftherios Goulas & Athina Zervoyianni, 2013. "Economic growth and crime: does uncertainty matter?," Applied Economics Letters, Taylor & Francis Journals, vol. 20(5), pages 420-427, March.
    7. John McDermott & Peter McMenamin, 2008. "Assessing Inflation Targeting in Latin America With a DSGE Model," Working Papers Central Bank of Chile 469, Central Bank of Chile.
    8. Carlos A. Carrasco & Jesus Ferreiro, 2013. "Inflation targeting and inflation expectations in Mexico," Applied Economics, Taylor & Francis Journals, vol. 45(23), pages 3295-3304, August.
    9. Alice Y. Ouyang & Ramkishen S. Rajan, 2016. "Does Inflation Targeting in Asia Reduce Exchange Rate Volatility?," International Economic Journal, Taylor & Francis Journals, vol. 30(2), pages 294-311, June.
    10. Goncalves, Carlos Eduardo S. & Salles, Joao M., 2008. "Inflation targeting in emerging economies: What do the data say?," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 312-318, February.
    11. Prasertnukul, Weera & Kim, Donghun & Kakinaka, Makoto, 2010. "Exchange rates, price levels, and inflation targeting: Evidence from Asian countries," Japan and the World Economy, Elsevier, vol. 22(3), pages 173-182, August.
    12. repec:bla:ausecr:v:46:y:2013:i:4:p:444-459 is not listed on IDEAS
    13. Taylor, John B., 2000. "Low inflation, pass-through, and the pricing power of firms," European Economic Review, Elsevier, vol. 44(7), pages 1389-1408, June.
    14. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    15. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    16. Lucotte, Yannick, 2010. "The choice of adopting inflation targeting in emerging economies: Do domestic institutions matter?," MPRA Paper 27118, University Library of Munich, Germany.
    17. Harold Glenn A. Valera & Mark J. Holmes & Gazi Hassan, 2017. "Stock market uncertainty and interest rate behaviour: a panel GARCH approach," Applied Economics Letters, Taylor & Francis Journals, vol. 24(11), pages 732-735, June.
    18. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    19. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    20. Lin, Shu & Ye, Haichun, 2007. "Does inflation targeting really make a difference? Evaluating the treatment effect of inflation targeting in seven industrial countries," Journal of Monetary Economics, Elsevier, vol. 54(8), pages 2521-2533, November.
    21. Diego Escobari & Jim Lee, 2014. "Demand uncertainty and capacity utilization in airlines," Empirical Economics, Springer, vol. 47(1), pages 1-19, August.
    22. Nicoletta Batini & Douglas Laxton, 2007. "Under What Conditions Can Inflation Targeting Be Adopted? The Experience of Emerging Markets," Central Banking, Analysis, and Economic Policies Book Series, in: Frederic S. Miskin & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Monetary Policy under Inflation Targeting, edition 1, volume 11, chapter 12, pages 467-506, Central Bank of Chile.
    23. Kontonikas, A., 2004. "Inflation and inflation uncertainty in the United Kingdom, evidence from GARCH modelling," Economic Modelling, Elsevier, vol. 21(3), pages 525-543, May.
    24. Frederic S. Mishkin, 2004. "Can Inflation Targeting Work in Emerging Market Countries?," NBER Working Papers 10646, National Bureau of Economic Research, Inc.
    25. Broto, Carmen, 2011. "Inflation targeting in Latin America: Empirical analysis using GARCH models," Economic Modelling, Elsevier, vol. 28(3), pages 1424-1434, May.
    26. Beldi Amira & Djelassi Mouldi & Mete Feridun, 2013. "Growth effects of inflation targeting revisited: empirical evidence from emerging markets," Applied Economics Letters, Taylor & Francis Journals, vol. 20(6), pages 587-591, April.
    27. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    28. Claudio E. V. Borio & Andrew Filardo, 2007. "Globalisation and inflation: New cross-country evidence on the global determinants of domestic inflation," BIS Working Papers 227, Bank for International Settlements.
    29. 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.
    30. Haroon Mumtaz & Saverio Simonelli & Paolo Surico, 2011. "International Comovements, Business Cycle and Inflation: a Historical Perspective," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 176-198, January.
    31. Takatoshi Ito & Kiyotaka Sato, 2008. "Exchange Rate Changes and Inflation in Post-Crisis Asian Economies: Vector Autoregression Analysis of the Exchange Rate Pass-Through," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1407-1438, October.
    32. Yannick Lucotte, 2010. "The choice of adopting inflation targeting in emerging economies: Do domestic institutions matter?," Post-Print hal-00539713, HAL.
    33. Miles, William, 2008. "Inflation targeting and monetary policy in Canada: What is the impact on inflation uncertainty?," The North American Journal of Economics and Finance, Elsevier, vol. 19(2), pages 235-248, August.
    34. Siok Kun Sek & Wai Mun Har, 2012. "Does Inflation Targeting Work in Emerging East-Asian Economies?," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 59(5), pages 599-608, December.
    35. Brito, Ricardo D. & Bystedt, Brianne, 2010. "Inflation targeting in emerging economies: Panel evidence," Journal of Development Economics, Elsevier, vol. 91(2), pages 198-210, March.
    36. Cermeño, Rodolfo & Grier, Robin & Grier, Kevin, 2010. "Elections, exchange rates and reform in Latin America," Journal of Development Economics, Elsevier, vol. 92(2), pages 166-174, July.
    37. Carlos Carrasco & Jesus Ferreiro, 2013. "Inflation targeting in Mexico," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 35(3), pages 341-372.
    38. Mollick, André Varella & Cabral, René & Carneiro, Francisco G., 2011. "Does inflation targeting matter for output growth? Evidence from industrial and emerging economies," Journal of Policy Modeling, Elsevier, vol. 33(4), pages 537-551, July.
    39. Aleem, Abdul & Lahiani, Amine, 2014. "Monetary policy credibility and exchange rate pass-through: Some evidence from emerging countries," Economic Modelling, Elsevier, vol. 43(C), pages 21-29.
    40. Mishkin, Frederic S., 1998. "International Experiences With Different Monetary Policy Regimes," Seminar Papers 648, Stockholm University, Institute for International Economic Studies.
    41. Ramprasad Bhar & Girijasankar Mallik, 2013. "Inflation uncertainty, growth uncertainty, oil prices, and output growth in the UK," Empirical Economics, Springer, vol. 45(3), pages 1333-1350, December.
    42. Lin, Shu & Ye, Haichun, 2009. "Does inflation targeting make a difference in developing countries?," Journal of Development Economics, Elsevier, vol. 89(1), pages 118-123, May.
    43. Carlos Capistrán & Manuel Ramos‐Francia, 2009. "Inflation Dynamics In Latin America," Contemporary Economic Policy, Western Economic Association International, vol. 27(3), pages 349-362, July.
    44. Konstantinos Drakos & Panagiotis Th. Konstantinou, 2013. "Investment decisions in manufacturing: assessing the effects of real oil prices and their uncertainty," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 151-165, January.
    45. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    46. Anna Samarina & Mirre Terpstra & Jakob De Haan, 2014. "Inflation targeting and inflation performance: a comparative analysis," Applied Economics, Taylor & Francis Journals, vol. 46(1), pages 41-56, January.
    47. James Payne, 2009. "Inflation targeting and the inflation-inflation uncertainty relationship: evidence from Thailand," Applied Economics Letters, Taylor & Francis Journals, vol. 16(3), pages 233-238.
    48. 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.
    49. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    50. Ayres, Kelly & Belasen, Ariel R. & Kutan, Ali M., 2014. "Does inflation targeting lower inflation and spur growth?," Journal of Policy Modeling, Elsevier, vol. 36(2), pages 373-388.
    51. 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.
    52. Gustavo Leyva, 2008. "The Choice of Inflation Targeting," Working Papers Central Bank of Chile 475, Central Bank of Chile.
    53. Berument, Hakan & Yuksel, Ebru, 2007. "Effects of adopting inflation targeting regimes on inflation variability," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 375(1), pages 265-273.
    54. de Mendonça, Helder Ferreira & de Guimarães e Souza, Gustavo José, 2012. "Is inflation targeting a good remedy to control inflation?," Journal of Development Economics, Elsevier, vol. 98(2), pages 178-191.
    55. Hsiao Chink Tang, 2014. "Commodity prices and monetary policy in emerging East Asia during the global financial crisis," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 28(1), pages 137-160, May.
    56. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    57. Jane Ihrig & Steven B. Kamin & Deborah Lindner & Jaime Marquez, 2010. "Some Simple Tests of the Globalization and Inflation Hypothesis," International Finance, Wiley Blackwell, vol. 13(3), pages 343-375, December.
    58. Neely, Christopher J. & Rapach, David E., 2011. "International comovements in inflation rates and country characteristics," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1471-1490.
    59. Yannick LUCOTTE, 2010. "The Choice of Adopting Inflation Targeting in Emerging Economies: Do Domestic Institutions Matter?," LEO Working Papers / DR LEO 1561, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
    60. 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.
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    2. Bruno Ferreira Frascaroli & Wellington Charles Lacerda Nobrega, 2019. "Inflation Targeting and Inflation Risk in Latin America," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(11), pages 2389-2408, September.

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    More about this item

    Keywords

    Inflation targeting; Inflation volatility; Panel GARCH; Credibility; Asia;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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