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Measurement error in cross-country productivity comparisons: Is more detailed data better?

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  • Inklaar, R.
  • Timmer, M.

    (Groningen University)

Abstract

Relative productivity levels are used intensively in analyzing cross-country growth, but often based on crude measures and with little information on their reliability. In this paper, we provide a new framework to estimate purchasing power parities and productivity levels with associated standard errors using the country-product-dummy (CPD) method. For a set of OECD countries, we show that productivity levels in manufacturing industries are measured with sizeable error. We also show that cruder productivity measures are often poor proxies for the data-intensive measure presented here. This evidence can be used to deal with the problem of attenuation bias in cross-country regressions.

Suggested Citation

  • Inklaar, R. & Timmer, M., 2009. "Measurement error in cross-country productivity comparisons: Is more detailed data better?," GGDC Research Memorandum GD-111, Groningen Growth and Development Centre, University of Groningen.
    • Handle: RePEc:gro:rugggd:gd-111
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    File URL: http://irs.ub.rug.nl/ppn/31781009X
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    References listed on IDEAS

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    1. Caselli, Francesco & Wilson, Daniel J., 2004. "Importing technology," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 1-32, January.
    2. Christian Broda & David E. Weinstein, 2008. "Understanding International Price Differences Using Barcode Data," NBER Working Papers 14017, National Bureau of Economic Research, Inc.
    3. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    4. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    5. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    6. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, December.
    7. Erwin Diewert, 2005. "Weighted Country Product Dummy Variable Regressions And Index Number Formulae," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(4), pages 561-570, December.
    8. W. Erwin Diewert, 2001. "Which (Old) Ideas on Productivity Measurement Are Ready to Use?," NBER Chapters, in: New Developments in Productivity Analysis, pages 85-102, National Bureau of Economic Research, Inc.
    9. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    10. Charles R. Hulten & Edwin R. Dean & Michael J. Harper, 2001. "New Developments in Productivity Analysis," NBER Books, National Bureau of Economic Research, Inc, number hult01-1.
    11. Brambor, Thomas & Clark, William Roberts & Golder, Matt, 2006. "Understanding Interaction Models: Improving Empirical Analyses," Political Analysis, Cambridge University Press, vol. 14(1), pages 63-82, January.
    12. Andrew B. Bernard & Charles I. Jones, 2001. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries: Reply," American Economic Review, American Economic Association, vol. 91(4), pages 1168-1169, September.
    13. Bernard, Andrew B & Jones, Charles I, 1996. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries," American Economic Review, American Economic Association, vol. 86(5), pages 1216-1238, December.
    14. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
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    2. Alison Stegman, 2011. "Sectoral Productivity, Structural Change and Convergence," CAMA Working Papers 2011-32, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.

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