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Is the Purchasing Managers' Index useful for assessing the economy's strength? A directional analysis

Author

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  • Yoichi Tsuchiya

    (State University of New York at Buffalo)

Abstract

The Purchasing Managers' Index (PMI) is one of the key variables to which economists pay considerable attention for assessing US economic activities, particularly, business conditions in the manufacturing sector. Although the PMI has been used to assess the US economy, there is hardly any attempt to evaluate the directional accuracy of the PMI to predict the direction of change in the index of industrial production (IP) and Gross Domestic Production (GDP). We present evidence that the PMI is a useful predictor of the direction of change in the IP, particularly in the recent decade.

Suggested Citation

  • Yoichi Tsuchiya, 2012. "Is the Purchasing Managers' Index useful for assessing the economy's strength? A directional analysis," Economics Bulletin, AccessEcon, vol. 32(2), pages 1302-1311.
    • Handle: RePEc:ebl:ecbull:eb-11-00903
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    References listed on IDEAS

    as
    1. Easaw, Joshy Z. & Garratt, Dean & Heravi, Saeed M., 2005. "Does consumer sentiment accurately forecast UK household consumption? Are there any comparisons to be made with the US?," Journal of Macroeconomics, Elsevier, vol. 27(3), pages 517-532, September.
    2. Henriksson, Roy D & Merton, Robert C, 1981. "On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills," The Journal of Business, University of Chicago Press, vol. 54(4), pages 513-533, October.
    3. Hamid Baghestani, 2011. "A directional analysis of Federal Reserve predictions of growth in unit labor costs and productivity," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(3), pages 303-311.
    4. Greer, Mark, 2003. "Directional accuracy tests of long-term interest rate forecasts," International Journal of Forecasting, Elsevier, vol. 19(2), pages 291-298.
    5. John E. Maher, 1957. "Forecasting Industrial Production," Journal of Political Economy, University of Chicago Press, vol. 65(2), pages 158-158.
    6. Pesaran, M. Hashem & Timmermann, Allan, 2004. "How costly is it to ignore breaks when forecasting the direction of a time series?," International Journal of Forecasting, Elsevier, vol. 20(3), pages 411-425.
    7. Stark, Tom & Croushore, Dean, 2002. "Reply to the comments on 'Forecasting with a real-time data set for macroeconomists'," Journal of Macroeconomics, Elsevier, vol. 24(4), pages 563-567, December.
    8. Masahiro Ashiya, 2006. "Are 16-month-ahead forecasts useful? A directional analysis of Japanese GDP forecasts," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 25(3), pages 201-207.
    9. Easaw, Joshy Z. & Heravi, Saeed M., 2004. "Evaluating consumer sentiments as predictors of UK household consumption behavior: Are they accurate and useful?," International Journal of Forecasting, Elsevier, vol. 20(4), pages 671-681.
    10. Tara Sinclair & H. O. Stekler & L. Kitzinger, 2010. "Directional forecasts of GDP and inflation: a joint evaluation with an application to Federal Reserve predictions," Applied Economics, Taylor & Francis Journals, vol. 42(18), pages 2289-2297.
    11. Ash, J. C. K. & Smyth, D. J. & Heravi, S. M., 1998. "Are OECD forecasts rational and useful?: a directional analysis," International Journal of Forecasting, Elsevier, vol. 14(3), pages 381-391, September.
    12. Schnader, M H & Stekler, H O, 1990. "Evaluating Predictions of Change," The Journal of Business, University of Chicago Press, vol. 63(1), pages 99-107, January.
    13. Joutz, Fred & Stekler, H. O., 2000. "An evaluation of the predictions of the Federal Reserve," International Journal of Forecasting, Elsevier, vol. 16(1), pages 17-38.
    14. Stark, Tom & Croushore, Dean, 2002. "Forecasting with a real-time data set for macroeconomists," Journal of Macroeconomics, Elsevier, vol. 24(4), pages 507-531, December.
    15. Mr. Michael J. Artis, 1996. "How Accurate Are the Imf's Short-Term Forecasts? Another Examination of the World Economic Outlook," IMF Working Papers 1996/089, International Monetary Fund.
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    Citations

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    Cited by:

    1. Tsuchiya, Yoichi, 2013. "Do corporate executives have accurate predictions for the economy? A directional analysis," Economic Modelling, Elsevier, vol. 30(C), pages 167-174.
    2. Ravi Kashyap, 2021. "Behavioural Bias Benefits: Beating Benchmarks By Bundling Bouncy Baskets," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(3), pages 4885-4921, September.
    3. Daniel Francois Meyer & Thomas Habanabakize, 2018. "Analysis of Relationships and Causality between Consumer Price Index (CPI), the Producer Price Index (PPI) and Purchasing Manager’s Index (PMI) in South Africa," Journal of Economics and Behavioral Studies, AMH International, vol. 10(6), pages 25-32.
    4. Radoslaw Sobko & Maria Klonowska-Matynia, 2021. "The Relationship between the Purchasing Managers’ Index (PMI) and Economic Growth: The Case for Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 198-219.
    5. Saffet AKDAĞ & Ali DERAN & Ömer İSKENDEROĞLU, 2020. "Is PMI a Leading Indicator: Case of TurkeyAbstract: In this study, the causal relationships of the Purchasing Managers Index (PMI) with various financial factors are examined. As a result of the analy," Sosyoekonomi Journal, Sosyoekonomi Society, issue 28(45).
    6. Ruwan Jayathilaka & Rishani Rathnayake & Bhakthi Jayathilake & Thanuja Dharmasena & Dananja Bodinayake & Deumi Kathriarachchi, 2023. "Exploring the growth direction: the impact of exchange rate and purchasing managers index on economic growth in Sri Lanka," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(3), pages 2687-2703, June.
    7. Khundrakpam, Jeevan Kumar & George, Asish Thomas, 2012. "An Empirical Analysis of the Relationship between WPI and PMI-Manufacturing Price Indices in India," MPRA Paper 50929, University Library of Munich, Germany.
    8. SAHIN, Emrah & GUNGOR, Selim & KARACA, Suleyman Serdar, 2020. "Empirical Analysis Of The Relationship Between Purchasing Managers Index And Bist Industrial Index Under Structural Breaks," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 24(3), pages 6-22, September.
    9. Tsuchiya, Yoichi, 2014. "Purchasing and supply managers provide early clues on the direction of the US economy: An application of a new market-timing test," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 599-618.
    10. Ravi Kashyap, 2021. "Behavioral Bias Benefits: Beating Benchmarks By Bundling Bouncy Baskets," Papers 2109.03740, arXiv.org.

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    More about this item

    Keywords

    directional analysis; forecast evaluation; forecast accuracy; survey data;
    All these keywords.

    JEL classification:

    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles

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