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Growth Accounting with Misallocation: Or, Doing Less with More in Singapore

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  • John Fernald
  • Brent Neiman

Abstract

We derive aggregate growth-accounting implications for a two-sector economy with heterogeneous capital subsidies and monopoly power. In this economy, measures of total factor productivity (TFP) growth in terms of quantities (the primal) and real factor prices (the dual) can diverge from each other as well as from true technology growth. These distortions potentially give rise to dynamic reallocation effects that imply that change in technology needs to be measured from the bottom up rather than the top down. We show an example, for Singapore, of how incomplete data can be used to obtain estimates of aggregate and sectoral technology growth as well as reallocation effects. We also apply our framework to reconcile divergent TFP estimates in Singapore and to resolve other empirical puzzles regarding Asian development.

Suggested Citation

  • John Fernald & Brent Neiman, 2010. "Growth Accounting with Misallocation: Or, Doing Less with More in Singapore," NBER Working Papers 16043, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:16043
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    1. Hassett, Kevin A. & Hubbard, R. Glenn, 2002. "Tax policy and business investment," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 3, chapter 20, pages 1293-1343, Elsevier.
    2. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    3. Olivier Blanchard & Francesco Giavazzi, 2003. "Macroeconomic Effects of Regulation and Deregulation in Goods and Labor Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 879-907.
    4. Mr. Michael Sarel, 1997. "Growth and Productivity in Asean Countries," IMF Working Papers 1997/097, International Monetary Fund.
    5. Young, Alwyn, 1994. "Lessons from the East Asian NICS: A contrarian view," European Economic Review, Elsevier, vol. 38(3-4), pages 964-973, April.
    6. Alwyn Young, 2000. "Gold into Base Metals: Productivity Growth in the People's Republic of China during the Reform Period," NBER Working Papers 7856, National Bureau of Economic Research, Inc.
    7. John Romalis, 2004. "Factor Proportions and the Structure of Commodity Trade," American Economic Review, American Economic Association, vol. 94(1), pages 67-97, March.
    8. Douglas Gollin, 2002. "Getting Income Shares Right," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 458-474, April.
    9. Leipziger, Danny M., 1988. "Industrial restructuring in Korea," World Development, Elsevier, vol. 16(1), pages 121-135, January.
    10. Jaume Ventura, 1997. "Growth and Interdependence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 57-84.
    11. Mary O'Mahony & Marcel P. Timmer, 2009. "Output, Input and Productivity Measures at the Industry Level: The EU KLEMS Database," Economic Journal, Royal Economic Society, vol. 119(538), pages 374-403, June.
    12. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    13. Robert C. Feenstra & Marshall B. Reinsdorf, 2007. "Should Exact Index Numbers Have Standard Errors? Theory and Application to Asian Growth," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 483-513, National Bureau of Economic Research, Inc.
    14. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    15. Basu, Susanto & Fernald, John G., 2002. "Aggregate productivity and aggregate technology," European Economic Review, Elsevier, vol. 46(6), pages 963-991, June.
    16. Robert Inklaar, 2007. "Cyclical Productivity in Europe and the United States: Evaluating the Evidence on Returns to Scale and Input Utilization," Economica, London School of Economics and Political Science, vol. 74(296), pages 822-841, November.
    17. Susanto Basu & John Fernald, 2001. "Why Is Productivity Procyclical? Why Do We Care?," NBER Chapters, in: New Developments in Productivity Analysis, pages 225-302, National Bureau of Economic Research, Inc.
    18. Ermisch, J. F. & Huff, W. G., 1999. "Hypergrowth in an East Asian NIC: Public policy and capital accumulation in Singapore," World Development, Elsevier, vol. 27(1), pages 21-38, January.
    19. Alwyn Young, 2003. "Gold into Base Metals: Productivity Growth in the People's Republic of China during the Reform Period," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1220-1261, December.
    20. Alwyn Young, 1998. "Alternative Estimates of Productivity Growth in the NICs: A Comment on the Findings of Chang-Tai Hsieh," NBER Working Papers 6657, National Bureau of Economic Research, Inc.
    21. Ito, Takatoshi & Krueger, Anne O. (ed.), 2000. "The Role of Foreign Direct Investment in East Asian Economic Development," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226386751, December.
    22. Kim Jong-Il & Lau Lawrence J., 1994. "The Sources of Economic Growth of the East Asian Newly Industrialized Countries," Journal of the Japanese and International Economies, Elsevier, vol. 8(3), pages 235-271, September.
    23. Desai, Mihir A. & Foley, C. Fritz & Hines, James Jr., 2006. "The demand for tax haven operations," Journal of Public Economics, Elsevier, vol. 90(3), pages 513-531, February.
    24. Barro, Robert J, 1999. "Notes on Growth Accounting," Journal of Economic Growth, Springer, vol. 4(2), pages 119-137, June.
    25. Kee, Hiau Looi, 2002. "Markups, returns to scale, and productivity : a case study of Singapore's manufacturing sector," Policy Research Working Paper Series 2857, The World Bank.
    26. Carlos D.Ramírez & Ling Hui Tan, 2004. "Singapore Inc. versus the Private Sector: Are Government-Linked Companies Different?," IMF Staff Papers, Palgrave Macmillan, vol. 51(3), pages 510-528, November.
    27. International Monetary Fund, 2004. "Singapore: Selected Issues," IMF Staff Country Reports 2004/103, International Monetary Fund.
    28. Takatoshi Ito & Anne O. Krueger, 2000. "The Role of Foreign Direct Investment in East Asian Economic Development," NBER Books, National Bureau of Economic Research, Inc, number ito_00-2, July.
    29. Takatoshi Ito & Anne O. Krueger, 1992. "The Political Economy of Tax Reform," NBER Books, National Bureau of Economic Research, Inc, number ito_92-2, July.
    30. Lee, Jong-Wha, 1996. "Government Interventions and Productivity Growth," Journal of Economic Growth, Springer, vol. 1(3), pages 391-414, September.
    31. Charles I. Jones, 2003. "Growth, capital shares, and a new perspective on production functions," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    32. Alwyn Young, 1992. "A Tale of Two Cities: Factor Accumulation and Technical Change in Hong Kong and Singapore," NBER Chapters, in: NBER Macroeconomics Annual 1992, Volume 7, pages 13-64, National Bureau of Economic Research, Inc.
    33. Ito, Takatoshi & Krueger, Anne O. (ed.), 1992. "The Political Economy of Tax Reform," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226386676, December.
    34. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    35. Chang-Tai Hsieh, 2002. "What Explains the Industrial Revolution in East Asia? Evidence From the Factor Markets," American Economic Review, American Economic Association, vol. 92(3), pages 502-526, June.
    36. Alwyn Young, 1995. "The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 641-680.
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    More about this item

    JEL classification:

    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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