IDEAS home Printed from https://ideas.repec.org/p/koc/wpaper/2107.html
   My bibliography  Save this paper

One-Stop Source: A Global Database of Inflation

Author

Listed:
  • Jongrim Ha

    (World Bank)

  • M. Ayhan Kose

    (World Bank; Brookings Institution; CEPR; CAMA)

  • Franziska Ohnsorge

    (World Bank; CEPR; CAMA)

Abstract

This paper introduces a global database that contains inflation series: (i) for a wide range of inflation measures (headline, food, energy, and core consumer price inflation; producer price inflation; and gross domestic product deflator changes); (ii) at multiple frequencies (monthly, quarterly and annual) for an extended time period (1970-2021); and (iii) for a large number of (up to 196) countries. As it doubles the number of observations over the next-largest publicly available sources, our database constitutes a comprehensive, single source for inflation series. We illustrate the potential use of the database with three applications. First, we study the evolution of inflation since 1970 and document the broad-based disinflation around the world over the past half-century, with global consumer price inflation down from a peak of roughly 17 percent in 1974 to 2.5 percent in 2020. Second, we examine the behavior of inflation during global recessions. Global inflation fell sharply (on average by 0.9 percentage points) in the year to the trough of global recessions and continued to decline even as recoveries got underway. In 2020, inflation declined less, and more briefly, than in any of the previous four global recessions over the past 50 years. Third, we analyze the role of common factors in explaining movements in different measures of inflation. While, across all inflation measures, inflation synchronization has risen since the early 2000s, it has been much higher for inflation measures that involve a larger share of tradable goods.

Suggested Citation

  • Jongrim Ha & M. Ayhan Kose & Franziska Ohnsorge, 2021. "One-Stop Source: A Global Database of Inflation," Koç University-TUSIAD Economic Research Forum Working Papers 2107, Koc University-TUSIAD Economic Research Forum.
  • Handle: RePEc:koc:wpaper:2107
    as

    Download full text from publisher

    File URL: https://eaf.ku.edu.tr/wp-content/uploads/2021/07/erf_wp_2107.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bates, Brandon J. & Plagborg-Møller, Mikkel & Stock, James H. & Watson, Mark W., 2013. "Consistent factor estimation in dynamic factor models with structural instability," Journal of Econometrics, Elsevier, vol. 177(2), pages 289-304.
    2. Jongrim Ha & M. Ayhan Kose & Franziska Ohnsorge, 2021. "Inflation During the Pandemic: What Happened? What is Next?," Koç University-TUSIAD Economic Research Forum Working Papers 2108, Koc University-TUSIAD Economic Research Forum.
    3. Stephen G. Cecchetti & Peter Hooper & Bruce C. Kasman & Kermit L. Schoenholtz & Mark W. Watson, 2007. "Understanding the Evolving the Evolving Inflation Process," Working Papers 2007-4, Princeton University. Economics Department..
    4. N. Nergiz Dincer & Barry Eichengreen, 2014. "Central Bank Transparency and Independence: Updates and New Measures," International Journal of Central Banking, International Journal of Central Banking, vol. 10(1), pages 189-259, March.
    5. Breitung, Jörg & Eickmeier, Sandra, 2011. "Testing for structural breaks in dynamic factor models," Journal of Econometrics, Elsevier, vol. 163(1), pages 71-84, July.
    6. Jongrim Ha & M. Ayhan Kose & Franziska Ohnsorge, 2019. "Inflation in Emerging and Developing Economies," World Bank Publications - Books, The World Bank Group, number 30657, December.
    7. Clarida, Richard & Gali, Jordi & Gertler, Mark, 2002. "A simple framework for international monetary policy analysis," Journal of Monetary Economics, Elsevier, vol. 49(5), pages 879-904, July.
    8. Franco Reither, 2000. "Inflation targeting (Pro and contra) : contra," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 1(02), pages 39-40, October.
    9. Raphael A. Auer & Claudio Borio & Andrew Filardo, 2017. "The Globalisation of Inflation: The Growing Importance of Global Value Chains," CESifo Working Paper Series 6387, CESifo.
    10. Pesaran, M. Hashem & Timmermann, Allan, 2005. "Small sample properties of forecasts from autoregressive models under structural breaks," Journal of Econometrics, Elsevier, vol. 129(1-2), pages 183-217.
    11. Forbes, Kristin, 2019. "Inflation Dynamics: Dead, Dormant, or Determined Abroad?," CEPR Discussion Papers 14195, C.E.P.R. Discussion Papers.
    12. Guillermo A. Calvo & Carlos A. Végh, 1994. "Inflation Stabilization And Nominal Anchors," Contemporary Economic Policy, Western Economic Association International, vol. 12(2), pages 35-45, April.
    13. M. Ayhan Kose & Christopher Otrok & Eswar Prasad, 2012. "Global Business Cycles: Convergence Or Decoupling?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 511-538, May.
    14. Frederic S. Mishkin, 2000. "Inflation Targeting in Emerging-Market Countries," American Economic Review, American Economic Association, vol. 90(2), pages 105-109, May.
    15. 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.
    16. Kamber, Güneş & Wong, Benjamin, 2020. "Global factors and trend inflation," Journal of International Economics, Elsevier, vol. 122(C).
    17. Özer Karagedikli & Haroon Mumtaz & Misa Tanaka, 2010. "All together now: Do international factors explain relative price co-movements?," Reserve Bank of New Zealand Discussion Paper Series DP2010/02, Reserve Bank of New Zealand.
    18. Joshua Aizenman & Menzie D. Chinn & Hiro Ito, 2008. "Assessing the Emerging Global Financial Architecture: Measuring the Trilemma's Configurations over Time," NBER Working Papers 14533, National Bureau of Economic Research, Inc.
    19. Raphael A. Auer & Andrei A. Levchenko & Philip Sauré, 2019. "International Inflation Spillovers through Input Linkages," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 507-521, July.
    20. 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.
    21. Laurent Ferrara & Daniela Marconi & Ignacio Hernando, 2018. "International Macroeconomics in the wake of the Global Financial Crisis," Post-Print hal-02334589, HAL.
    22. Henriksen, Espen & Kydland, Finn E. & Šustek, Roman, 2013. "Globally correlated nominal fluctuations," Journal of Monetary Economics, Elsevier, vol. 60(6), pages 613-631.
    23. Jongrim Ha & M. Ayhan Kose & Franziska L. Ohnsorge, 2019. "Understanding Inflation in Emerging and Developing Economies," Koç University-TUSIAD Economic Research Forum Working Papers 1902, Koc University-TUSIAD Economic Research Forum.
    24. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    25. Xu Cheng & Zhipeng Liao & Frank Schorfheide, 2016. "Shrinkage Estimation of High-Dimensional Factor Models with Structural Instabilities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(4), pages 1511-1543.
    26. Jašová, Martina & Moessner, Richhild & Takáts, Előd, 2020. "Domestic and global output gaps as inflation drivers: What does the Phillips curve tell?," Economic Modelling, Elsevier, vol. 87(C), pages 238-253.
    27. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    28. World Bank, 2021. "Global Economic Prospects, January 2021," World Bank Publications - Books, The World Bank Group, number 34710, December.
    29. Wojciech Charemza & Daniela Hristova & Peter Burridge, 2005. "Is inflation stationary?," Applied Economics, Taylor & Francis Journals, vol. 37(8), pages 901-903.
    30. 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.
    31. World Bank, 2020. "Global Economic Prospects, June 2020," World Bank Publications - Books, The World Bank Group, number 33748, December.
    32. 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.
    33. Matteo Barigozzi & Marco Lippi & Matteo Luciani, 2016. "Non-Stationary Dynamic Factor Models for Large Datasets," Finance and Economics Discussion Series 2016-024, Board of Governors of the Federal Reserve System (U.S.).
    34. James H. Stock & Mark W. Watson, 2016. "Core Inflation and Trend Inflation," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 770-784, October.
    35. Peter Bofinger, 2000. "Inflation targeting (Pro and contra) : pro," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 1(02), pages 37-38, October.
    36. World Bank, 2020. "Global Economic Prospects, January 2020," World Bank Publications - Books, The World Bank Group, number 33044, December.
    37. Culver, Sarah E & Papell, David H, 1997. "Is There a Unit Root in the Inflation Rate? Evidence from Sequential Break and Panel Data Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(4), pages 435-444, July-Aug..
    38. S. Fisher & R. Sahay & C. A. Vegh, 1997. "Stabilization and Growth in Transition Economies: The Early Experience," Voprosy Ekonomiki, NP Voprosy Ekonomiki, vol. 5.
    39. 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.
    40. Pesaran, M. Hashem & Timmermann, Allan, 2007. "Selection of estimation window in the presence of breaks," Journal of Econometrics, Elsevier, vol. 137(1), pages 134-161, March.
    41. Laurent Ferrara & Ignacio Hernando & Daniela Marconi (ed.), 2018. "International Macroeconomics in the Wake of the Global Financial Crisis," Financial and Monetary Policy Studies, Springer, number 978-3-319-79075-6, June.
    42. Juan Carlos Berganza & Pedro del Río & Fructuoso Borrallo, 2016. "Determinants and implications of low global inflation rates," Occasional Papers 1608, Banco de España.
    43. Mr. Stanley Fischer & Mr. Carlos A. Végh Gramont & Ms. Ratna Sahay, 1996. "Stabilization and Growth in Transition Economies: The Early Experience," IMF Working Papers 1996/031, International Monetary Fund.
    44. Haroon Mumtaz & Paolo Surico, 2012. "Evolving International Inflation Dynamics: World And Country-Specific Factors," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 716-734, August.
    45. Jamie Armour, 2006. "An Evaluation of Core Inflation Measures," Staff Working Papers 06-10, Bank of Canada.
    46. Thérèse Laflèche & Jamie Armour, 2006. "Evaluating Measures of Core Inflation," Bank of Canada Review, Bank of Canada, vol. 2006(Summer), pages 19-29.
    47. James H. Stock & Mark W. Watson, 2007. "Erratum to "Why Has U.S. Inflation Become Harder to Forecast?"," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(7), pages 1849-1849, October.
    48. Corradi, Valentina & Swanson, Norman R., 2014. "Testing for structural stability of factor augmented forecasting models," Journal of Econometrics, Elsevier, vol. 182(1), pages 100-118.
    49. James H. Stock & Mark W. Watson, 2007. "Erratum to “Why Has U.S. Inflation Become Harder to Forecast?”," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(7), pages 1849-1849, October.
    50. 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.
    51. Sebastian Edwards, 1989. "Real Exchange Rates in the Developing Countries: Concepts and Measure- ment," NBER Working Papers 2950, National Bureau of Economic Research, Inc.
    52. Charles Goodhart & Manoj Pradhan, 2020. "The Great Demographic Reversal," Economic Affairs, Wiley Blackwell, vol. 40(3), pages 436-445, October.
    53. William Easterly, 2019. "In Search of Reforms for Growth: New Stylized Facts on Policy and Growth Outcomes," NBER Working Papers 26318, National Bureau of Economic Research, Inc.
    54. Marcel Förster & Peter Tillmann, 2014. "Reconsidering the International Comovement of Inflation," Open Economies Review, Springer, vol. 25(5), pages 841-863, November.
    55. Adam Hale Shapiro, 2022. "How Much Do Supply and Demand Drive Inflation?," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, vol. 2022(15), pages 1-06, June.
    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. Gagnon, Joseph E. & Sarsenbayev, Madi, 2023. "Dollar not so dominant: Dollar invoicing has only a small effect on trade prices," Journal of International Money and Finance, Elsevier, vol. 137(C).
    2. Faccia, Donata & Parker, Miles & Stracca, Livio, 2021. "Feeling the heat: extreme temperatures and price stability," Working Paper Series 2626, European Central Bank.
    3. Marijn A Bolhuis & Judd N L Cramer & Lawrence H Summers, 2022. "Comparing Past and Present Inflation [Supply and demand in disaggregated Keynesian economies with an application to the covid-19 crisis]," Review of Finance, European Finance Association, vol. 26(5), pages 1073-1100.
    4. Kim, Dong-Hyeon & Lin, Shu-Chin, 2023. "Income inequality, inflation and financial development," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 468-487.
    5. Olli-Pekka Hilmola, 2021. "Inflation and Hyperinflation Countries in 2018–2020: Risks of Different Assets and Foreign Trade," JRFM, MDPI, vol. 14(12), pages 1-16, December.
    6. ha, jongrim & Kose, Ayhan M. & Ohnsorge, Franziska & Yilmazkuday, Hakan, 2023. "What Explains Global Inflation," MPRA Paper 119645, University Library of Munich, Germany.
    7. Fan, Xuecheng & Xu, Zeshui & Qin, Yong & Škare, Marinko, 2023. "Quantifying the short- and long-run impact of inflation-related price volatility on knowledge asset investment," Journal of Business Research, Elsevier, vol. 165(C).
    8. Thibault Lemaire & Paul Vertier, 2023. "International Commodity Prices Transmission to Consumer Prices in Africa," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03944888, HAL.
    9. Serhan Cevik, João Tovar Jalles, 2023. "Eye of the Storm: The Impact of Climate Shocks on Inflation and Growth," Working Papers REM 2023/0276, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    10. Valadkhani, Abbas & Nguyen, Jeremy & Chiah, Mardy, 2022. "When is gold an effective hedge against inflation?," Resources Policy, Elsevier, vol. 79(C).
    11. Mr. Serhan Cevik & João Tovar Jalles, 2023. "Eye of the Storm: The Impact of Climate Shocks on Inflation and Growth," IMF Working Papers 2023/087, International Monetary Fund.
    12. Ha, Jongrim & Kose, M. Ayhan & Ohnsorge, Franziska & Yilmazkuday, Hakan, 2023. "Understanding the global drivers of inflation: How important are oil prices?11We would like to thank Xuguang Simon Sheng, Guest Editor, and two anonymous reviewers for their detailed feedback. We also," Energy Economics, Elsevier, vol. 127(PA).

    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. Ha,Jongrim & Ivanova,Anna & Ohnsorge,Franziska Lieselotte & Unsal Portillo Ocando,Derya Filiz, 2019. "Inflation : Concepts, Evolution, and Correlates," Policy Research Working Paper Series 8738, The World Bank.
    2. Szafranek, Karol, 2021. "Disentangling the sources of inflation synchronization. Evidence from a large panel dataset," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 229-245.
    3. Szafranek, Karol, 2021. "Evidence on time-varying inflation synchronization," Economic Modelling, Elsevier, vol. 94(C), pages 1-13.
    4. Arango-Castillo, Lenin & Orraca, María José & Molina, G. Stefano, 2023. "The global component of headline and core inflation in emerging market economies and its ability to improve forecasting performance," Economic Modelling, Elsevier, vol. 120(C).
    5. Guido Ascari & Luca Fosso, 2021. "The Inflation Rate Disconnect Puzzle: On the International Component of Trend Inflation and the Flattening of the Phillips Curve," Working Paper 2021/17, Norges Bank.
    6. Kamber, Güneş & Wong, Benjamin, 2020. "Global factors and trend inflation," Journal of International Economics, Elsevier, vol. 122(C).
    7. Hülya Saygılı & Aysun Türkvatan, 2023. "Tradable and non-tradable inflation in Turkey: asymmetric responses to global factors," Empirical Economics, Springer, vol. 65(2), pages 973-1006, August.
    8. Barigozzi, Matteo & Trapani, Lorenzo, 2020. "Sequential testing for structural stability in approximate factor models," Stochastic Processes and their Applications, Elsevier, vol. 130(8), pages 5149-5187.
    9. Stock, J.H. & Watson, M.W., 2016. "Dynamic Factor Models, Factor-Augmented Vector Autoregressions, and Structural Vector Autoregressions in Macroeconomics," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 415-525, Elsevier.
    10. Parker, Miles, 2018. "How global is “global inflation”?," Journal of Macroeconomics, Elsevier, vol. 58(C), pages 174-197.
    11. Cepni, Oguzhan & Clements, Michael P., 2024. "How local is the local inflation factor? Evidence from emerging European countries," International Journal of Forecasting, Elsevier, vol. 40(1), pages 160-183.
    12. Catherine Doz & Peter Fuleky, 2019. "Dynamic Factor Models," PSE Working Papers halshs-02262202, HAL.
    13. 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.
    14. Luis J. Álvarez & Maria Dolores Gadea & Ana Gómez‐Loscos, 2021. "Inflation comovements in advanced economies: Facts and drivers," The World Economy, Wiley Blackwell, vol. 44(2), pages 485-509, February.
    15. Bowen Fu, Ivan Mendieta-Muñoz, 2023. "Structural shocks and trend inflation," Working Paper Series, Department of Economics, University of Utah 2023_04, University of Utah, Department of Economics.
    16. Catherine Doz & Peter Fuleky, 2019. "Dynamic Factor Models," Working Papers 2019-4, University of Hawaii Economic Research Organization, University of Hawaii at Manoa.
    17. Ergemen, Yunus Emre, 2022. "Forecasting inflation rates with multi-level international dependence," Economics Letters, Elsevier, vol. 214(C).
    18. Franz Xaver Zobl & Martin Ertl, 2021. "The Condemned Live Longer – New Evidence of the New Keynesian Phillips Curve in Central and Eastern Europe," Open Economies Review, Springer, vol. 32(4), pages 671-699, September.
    19. Catherine Doz & Peter Fuleky, 2019. "Dynamic Factor Models," Working Papers halshs-02262202, HAL.
    20. Günes Kamber & Madhusudan Mohanty & James Morley, 2020. "What drives inflation in advanced and emerging market economies?," BIS Papers chapters, in: Bank for International Settlements (ed.), Inflation dynamics in Asia and the Pacific, volume 111, pages 21-36, Bank for International Settlements.

    More about this item

    Keywords

    Prices; global inflation; deflation; inflation synchronization; global factor.;
    All these keywords.

    JEL classification:

    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • F42 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Policy Coordination and Transmission

    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:koc:wpaper:2107. 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: Sumru Oz (email available below). General contact details of provider: https://edirc.repec.org/data/dekoctr.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.