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What common factors are driving inflation in CEE countries?

Author

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  • Aleksandra Hałka

    (Narodowy Bank Polski)

  • Grzegorz Szafrański

    (Narodowy Bank Polski and Univeristy of Lodz)

Abstract

In this paper, we analyse the sources of time variation in consumer inflation across ten Central and Eastern European (CEE) countries and five sectors (durables, semidurables, non-durables, food, and services) in the period 2001-2013. With a multi-level factor model we decompose product-level HICP inflation rates into the following components: CEE region wide, sector, country, country-sector, and idiosyncratic. The outcomes indicate that region-wide and country specific components of inflation are more persistent than sector and product-level components, which is in line with similar studies for core EU countries. Two region-wide factors explain about 17% of variance in monthly price changes, whereas the other common components explain below 10% each. The results are at odds with empirical evidence on the importance of sectoral price shocks in developed economies and the volatility-persistence puzzle. This difference may be related to the conclusion that the first region-wide factor is associated with common disinflationary processes that occurred in CEE economies in 2000s, whereas the second one reveals significant correlations with global factors, especially commodity prices and euro area price developments.

Suggested Citation

  • Aleksandra Hałka & Grzegorz Szafrański, 2015. "What common factors are driving inflation in CEE countries?," NBP Working Papers 225, Narodowy Bank Polski.
  • Handle: RePEc:nbp:nbpmis:225
    Note: The authors wish to thank the participants of the NBP seminar, 13th EBES Conference, SSEM EuroConference 2014, the Conference on Advances in Applied Macro- Finance and Forecasting in 2014, and AAMFF2014 Conference whose invaluable feedback we benefited from in the course of our research.
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    as
    1. Macchiarelli, Corrado, 2013. "Similar GDP-inflation cycles. An application to CEE countries and the euro area," Research in International Business and Finance, Elsevier, vol. 27(1), pages 124-144.
    2. Mr. Emil Stavrev, 2009. "Forces Driving Inflation in the New EU10 Members," IMF Working Papers 2009/051, International Monetary Fund.
    3. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    4. Bartosz Maćkowiak, 2006. "How Much of the Macroeconomic Variation in Eastern Europe is Attributable to External Shocks?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 48(3), pages 523-544, September.
    5. Jean Boivin & Marc P. Giannoni & Ilian Mihov, 2009. "Sticky Prices and Monetary Policy: Evidence from Disaggregated US Data," American Economic Review, American Economic Association, vol. 99(1), pages 350-384, March.
    6. Bartosz Mackowiak & Mirko Wiederholt, 2009. "Optimal Sticky Prices under Rational Inattention," American Economic Review, American Economic Association, vol. 99(3), pages 769-803, June.
    7. Aleksandra Hałka & Jacek Kotłowski, 2013. "Does domestic output gap matter for inflation in a small open economy?," NBP Working Papers 152, Narodowy Bank Polski.
    8. Kirstin Hubrich & Guenter Beck & Massimiliano Marcellino, 2000. "Regional Inflation Dynamics within and across Euro Area Countries and a Comparison with the US," Regional and Urban Modeling 283600037, EcoMod.
    9. Guenter W. Beck & Kirstin Hubrich & Massimiliano Marcellino, 2016. "On the Importance of Sectoral and Regional Shocks for Price‐Setting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1234-1253, November.
    10. Bai, Jushan & Wang, Peng, 2012. "Identification and estimation of dynamic factor models," MPRA Paper 38434, University Library of Munich, Germany.
    11. Mark Bils & Peter J. Klenow, 2004. "Some Evidence on the Importance of Sticky Prices," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 947-985, October.
    12. Karsten Staehr, 2010. "Income Convergence and Inflation in Central and Eastern Europe," Eastern European Economics, Taylor & Francis Journals, vol. 48(5), pages 38-62, September.
    13. Tommaso Monacelli & Luca Sala, 2009. "The International Dimension of Inflation: Evidence from Disaggregated Consumer Price Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(s1), pages 101-120, February.
    14. 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.
    15. Marco Del Negro & Christopher Otrok, 2008. "Dynamic factor models with time-varying parameters: measuring changes in international business cycles," Staff Reports 326, Federal Reserve Bank of New York.
    16. Maćkowiak, Bartosz & Moench, Emanuel & Wiederholt, Mirko, 2009. "Sectoral price data and models of price setting," Journal of Monetary Economics, Elsevier, vol. 56(S), pages 78-99.
    17. Laurence M. Ball, 2006. "Has Globalization Changed Inflation?," NBER Working Papers 12687, National Bureau of Economic Research, Inc.
    18. Craig S. Hakkio, 2009. "Global inflation dynamics," Research Working Paper RWP 09-01, Federal Reserve Bank of Kansas City.
    19. Kaufmann, Daniel & Lein, Sarah M., 2013. "Sticky prices or rational inattention – What can we learn from sectoral price data?," European Economic Review, Elsevier, vol. 64(C), pages 384-394.
    20. Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2000. "The Generalized Dynamic-Factor Model: Identification And Estimation," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 540-554, November.
    21. Bai, Jushan & Ng, Serena, 2013. "Principal components estimation and identification of static factors," Journal of Econometrics, Elsevier, vol. 176(1), pages 18-29.
    22. Jane Bogoev & Goran Petrevski & Bruno S. Sergi, 2012. "Investigating the Link Between Central Bank Independence and Inflation in Central and Eastern Europe," Eastern European Economics, Taylor & Francis Journals, vol. 50(4), pages 78-96, July.
    23. Balázs Krusper, 2012. "The role of external and country specific factors in Hungarian inflation developments," MNB Working Papers 2012/5, Magyar Nemzeti Bank (Central Bank of Hungary).
    24. Aurelijus Dabušinskas & Martti Randveer, 2006. "Comparison of pricing behaviour of firms in the euro area and Estonia," Bank of Estonia Working Papers 2006-08, Bank of Estonia, revised 10 Dec 2006.
    25. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-162, April.
    26. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    27. Céline Allard, 2007. "Inflation in Poland: How Much Can Globalization Explain?," IMF Working Papers 2007/041, International Monetary Fund.
    28. Filippo Altissimo & Pierpaolo Benigno & Diego Palenzuela, 2011. "Inflation Differentials in a Currency Area: Facts, Explanations and Policy," Open Economies Review, Springer, vol. 22(2), pages 189-233, April.
    29. Gernot Pehnelt, 2007. "Globalisation and Inflation in OECD Countries," Jena Economics Research Papers 2007-055, Friedrich-Schiller-University Jena.
    30. Guenter Beck & Massimiliano Marcellino, 2006. "Regional Inflation Dynamics within and across Euro Area and a Comparison with the US," Computing in Economics and Finance 2006 338, Society for Computational Economics.
    31. Karsten Staehr, 2010. "Income convergence and inflation in Central and Eastern Europe : does the sun always rise in the East," Bank of Estonia Working Papers wp2010-04, Bank of Estonia, revised 22 Mar 2010.
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    Cited by:

    1. Jaka Sriyana & Jiyao Joanna Ge, 2019. "Asymmetric responses of fiscal policy to the inflation rate in Indonesia," Economics Bulletin, AccessEcon, vol. 39(3), pages 1701-1713.

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    More about this item

    Keywords

    product-level inflation; CEE economies; multi-level factor model;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts

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