IDEAS home Printed from https://ideas.repec.org/p/gla/glaewp/2010_09.html
   My bibliography  Save this paper

Inflation and Globalisation: A Dynamic Factor Model with Stochastic Volatility

Author

Listed:
  • Joseph P. Byrne
  • Fatima Kaneez
  • Alexandros Kontonikas

Abstract

National inflation rates reflect domestic and international (regional and global) influences. The relative importance of these components remains a controversial empirical issue. We extend the literature on inflation co-movement by utilising a dynamic factor model with stochastic volatility to account for shifts in the variance of inflation and endogenously determined regional groupings. We find that most of inflation variability is explained by the country specific disturbance term. Nevertheless, the contribution of the global component in explaining industrialised countries’ inflation rates has increased over time.

Suggested Citation

  • Joseph P. Byrne & Fatima Kaneez & Alexandros Kontonikas, 2010. "Inflation and Globalisation: A Dynamic Factor Model with Stochastic Volatility," Working Papers 2010_09, Business School - Economics, University of Glasgow.
    • Handle: RePEc:gla:glaewp:2010_09
    as

    Download full text from publisher

    File URL: http://www.gla.ac.uk/media/media_146449_en.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. John M. Roberts, 2006. "Monetary Policy and Inflation Dynamics," International Journal of Central Banking, International Journal of Central Banking, vol. 2(3), September.
    2. Wang, Pengfei & Wen, Yi, 2007. "Inflation dynamics: A cross-country investigation," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 2004-2031, October.
    3. Michael Woodford, 2007. "Globalization and Monetary Control," NBER Chapters, in: International Dimensions of Monetary Policy, pages 13-77, National Bureau of Economic Research, Inc.
    4. Forni, Mario & Lippi, Marco, 2001. "The Generalized Dynamic Factor Model: Representation Theory," Econometric Theory, Cambridge University Press, vol. 17(6), pages 1113-1141, December.
    5. Stock, James H. & Watson, Mark, 2008. "The Evolution of National and Regional Factors in U.S. Housing Construction," Scholarly Articles 28468706, Harvard University Department of Economics.
    6. Albert S. Dexter & Maurice D. Levi & Barrie R. Nault, 2005. "International Trade and the Connection between Excess Demand and Inflation," Review of International Economics, Wiley Blackwell, vol. 13(4), pages 699-708, September.
    7. Guilloux, S. & Kharroubi, E., 2008. "Some Preliminary Evidence on the Globalization-Inflation Nexus," Working papers 195, Banque de France.
    8. Joseph P. Byrne & Giorgio Fazio & Norbert Fiess, 2009. "The Global Side of the Investment‐Saving Puzzle," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(5), pages 1033-1040, August.
    9. Erasmus K. Kersting & Mark A. Wynne, 2007. "Openness and inflation," Staff Papers, Federal Reserve Bank of Dallas, issue Apr.
    10. Milani, Fabio, 2009. "Does global slack matter more than domestic slack in determining U.S. inflation?," Economics Letters, Elsevier, vol. 102(3), pages 147-151, March.
    11. 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.
    12. 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.
    13. 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.
    14. Brunner, Allan D & Hess, Gregory D, 1993. "Are Higher Levels of Inflation Less Predictable? A State-Dependent Conditional Heteroscedasticity Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 187-197, April.
    15. Mario Forni & Lucrezia Reichlin, 1998. "Let's Get Real: A Factor Analytical Approach to Disaggregated Business Cycle Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 453-473.
    16. Ayhan Kose, M. & Otrok, Christopher & Whiteman, Charles H., 2008. "Understanding the evolution of world business cycles," Journal of International Economics, Elsevier, vol. 75(1), pages 110-130, May.
    17. Laurence M. Ball, 2006. "Has Globalization Changed Inflation?," NBER Working Papers 12687, National Bureau of Economic Research, Inc.
    18. 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.
    19. Joseph P. Byrne & Alexandros Kontonikas & Alberto Montagnoli, 2010. "The Time‐Series Properties Of Uk Inflation: Evidence From Aggregate And Disaggregate Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 57(1), pages 33-47, February.
    20. 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.
    21. Temple, Jonathan, 2002. "Openness, Inflation, and the Phillips Curve: A Puzzle," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 450-468, May.
    22. Gamber, Edward N & Hung, Juann H, 2001. "Has the Rise in Globalization Reduced U.S. Inflation in the 1990s?," Economic Inquiry, Western Economic Association International, vol. 39(1), pages 58-73, January.
    23. James H. Stock & Mark W. Watson, 2007. "Why Has U.S. Inflation Become Harder to Forecast?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(s1), pages 3-33, February.
    24. Mumtaz, Haroon & Surico, Paolo, 2008. "Evolving International Inflation Dynamics: Evidence from a Time-varying Dynamic Factor Model," CEPR Discussion Papers 6767, C.E.P.R. Discussion Papers.
    25. Corvoisier, Sandrine & Mojon, Benoît, 2005. "Breaks in the mean of inflation: how they happen and what to do with them," Working Paper Series 451, European Central Bank.
    26. Frederic S. Mishkin, 2009. "Globalization, Macroeconomic Performance, and Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(s1), pages 187-196, February.
    27. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
    28. Steven B. Kamin & Mario Marazzi & John W. Schindler, 2006. "The Impact of Chinese Exports on Global Import Prices," Review of International Economics, Wiley Blackwell, vol. 14(2), pages 179-201, May.
    29. Nigel Pain & Isabell Koske & Marte Sollie, 2006. "Globalisation and Inflation in the OECD Economies," OECD Economics Department Working Papers 524, OECD Publishing.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jim Lee, 2013. "Business Cycle Synchronization in Europe: Evidence from a Dynamic Factor Model," International Economic Journal, Taylor & Francis Journals, vol. 27(3), pages 347-364, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Syed Kanwar Abbas, 2018. "Global slack hypothesis: evidence from China, India and Pakistan," Empirical Economics, Springer, vol. 54(2), pages 593-627, March.
    2. Alessandro Calza, 2008. "Globalisation, domestic inflation and the global output gaps: evidence from the Euro era," Globalization Institute Working Papers 13, Federal Reserve Bank of Dallas.
    3. Pym Manopimoke, 2015. "Globalization and International Inflation Dynamics: The Role of the Global Output Gap," PIER Discussion Papers 8, Puey Ungphakorn Institute for Economic Research.
    4. Abbas, Syed K. & Bhattacharya, Prasad Sankar & Sgro, Pasquale, 2016. "The new Keynesian Phillips curve: An update on recent empirical advances," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 378-403.
    5. Robert Anderton & Alessandro Galesi & Marco Lombardi & Filippo di Mauro, 2010. "Key Elements of Global Inflation," RBA Annual Conference Volume (Discontinued), in: Renée Fry & Callum Jones & Christopher Kent (ed.),Inflation in an Era of Relative Price Shocks, Reserve Bank of Australia.
    6. Calza, Alessandro, 2008. "Globalisation, domestic inflation and global output gaps: Evidence from the euro area," Working Paper Series 890, European Central Bank.
    7. Pym Manopimoke, 2015. "Globalization and International Inflation Dynamics: The Role of the Global Output Gap," PIER Discussion Papers 8., Puey Ungphakorn Institute for Economic Research, revised Nov 2015.
    8. Andrea Carriero & Francesco Corsello & Massimiliano Marcellino, 2022. "The global component of inflation volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(4), pages 700-721, June.
    9. Kabukçuoğlu, Ayşe & Martínez-García, Enrique, 2018. "Inflation as a global phenomenon—Some implications for inflation modeling and forecasting," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 46-73.
    10. Milani, Fabio, 2010. "Global slack and domestic inflation rates: A structural investigation for G-7 countries," Journal of Macroeconomics, Elsevier, vol. 32(4), pages 968-981, December.
    11. Jane E. Ihrig & Steven B. Kamin & Deborah J. Lindner & Jaime R. Marquez, 2007. "Some simple tests of the globalization and inflation hypothesis," International Finance Discussion Papers 891, Board of Governors of the Federal Reserve System (U.S.).
    12. Adamcik, Santiago, 2008. "Efectos de la Globalizacion sobre la Inflacion y la politica Monetaria Domestica [Globalization Effect on both Inflation and Domestic Monetary Policy]," MPRA Paper 9242, University Library of Munich, Germany.
    13. Gantungalag Altansukh & Ralf Becker & George Bratsiotis & Denise R. Osborn, 2018. "Structural Breaks in International Inflation Linkages for OECD Countries," Centre for Growth and Business Cycle Research Discussion Paper Series 240, Economics, The University of Manchester.
    14. Dur, Ayşe & Martínez García, Enrique, 2020. "Mind the gap!—A monetarist view of the open-economy Phillips curve," Journal of Economic Dynamics and Control, Elsevier, vol. 117(C).
    15. Chengsi Zhang, 2016. "How Has Globalisation Affected Inflation in China?," The World Economy, Wiley Blackwell, vol. 39(2), pages 301-313, February.
    16. Milani, Fabio, 2012. "Has Globalization Transformed U.S. Macroeconomic Dynamics?," Macroeconomic Dynamics, Cambridge University Press, vol. 16(2), pages 204-229, April.
    17. Matteo Ciccarelli & Benoît Mojon, 2010. "Global Inflation," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 524-535, August.
    18. Martin T. Bohl & David G. Mayes & Pierre L. Siklos, 2011. "The Quality Of Monetary Policy And Inflation Performance: Globalization And Its Aftermath," Manchester School, University of Manchester, vol. 79(s1), pages 617-645, June.
    19. Robert Anderton & Paul Hiebert, 2009. "The Impact of Globalisation on the Euro Area Macroeconomy," Discussion Papers 09/14, University of Nottingham, GEP.

    More about this item

    Keywords

    Inflation; Dynamic Factor Model; Stochastic Volatility; Globalisation;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gla:glaewp:2010_09. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Business School Research Team (email available below). General contact details of provider: https://edirc.repec.org/data/dpglauk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.