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Cross-country Variation in Factor Shares and its Implications for Development Accounting

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  • Brad Sturgill

Abstract

The stability of factor shares has long been considered one of the “stylized facts” of macroeconomics. However, the relationship between cross-country factor shares and economic development is dependent on how factor shares are measured. Most factor share studies acknowledge only two factors of production: total capital and total labor. The failure to acknowledge more than two factors yields misleading results. Recent theoretical work predicts a systematic relationship between the stage of economic development and non-reproducible and reproducible factor shares. I disentangle physical capital’s share from natural capital’s share, and I disentangle human capital’s share from unskilled labor’s share. The results reveal that nonreproducible factor shares decrease with the stage of economic development, and reproducible factor shares increase with the stage of economic development. Studies relying on the macroeconomic paradigm of constant factor shares should be revisited. Development accounting nearly always assumes the constancy of factor shares. I perform the development accounting exercise but allow factor shares to vary and distinguish between reproducible and nonreproducible factors. My approach yields results that stand in stark contrast to those previously attained. The general consensus is that at least half of the cross-country variation in output per worker is attributable to cross-country variation in the TFP residual. With my approach, the majority of variation in output per worker accrues to factor shares, specifically physical capital’s share and natural capital’s share. TFP’s explanatory power decreases by more than 30 percentage points. This evidence does not, however, diminish the role of technical change. Rather, the evidence indicates the importance of acknowledging a new type of technical change, one that impacts factor shares. Key Words: Factor Shares, TFP residual

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  • Brad Sturgill, 2009. "Cross-country Variation in Factor Shares and its Implications for Development Accounting," Working Papers 09-07, Department of Economics, Appalachian State University.
  • Handle: RePEc:apl:wpaper:09-07
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    as
    1. Francesco Caselli & James Feyrer, 2007. "The Marginal Product of Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 535-568.
    2. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    3. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    4. Zeira, Joseph, 2005. "Machines as Engines of Growth," CEPR Discussion Papers 5429, C.E.P.R. Discussion Papers.
    5. Jones, Larry E. & Manuelli, Rodolfo E., 1997. "The sources of growth," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 75-114, January.
    6. Peretto, Pietro F. & Seater, John J., 2013. "Factor-eliminating technical change," Journal of Monetary Economics, Elsevier, vol. 60(4), pages 459-473.
    7. Oded Galor & David N. Weil, 1998. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition," Working Papers 98-3, Brown University, Department of Economics, revised 19 Aug 1998.
    8. Scott L. Baier & Gerald P. Dwyer & Robert Tamura, 2006. "How Important are Capital and Total Factor Productivity for Economic Growth?," Economic Inquiry, Western Economic Association International, vol. 44(1), pages 23-49, January.
    9. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    10. Boldrin, Michele & Levine, David K., 2002. "Factor Saving Innovation," Journal of Economic Theory, Elsevier, vol. 105(1), pages 18-41, July.
    11. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    12. Ben S. Bernanke & Refet S. Gürkaynak, 2002. "Is Growth Exogenous? Taking Mankiw, Romer, and Weil Seriously," NBER Chapters, in: NBER Macroeconomics Annual 2001, Volume 16, pages 11-72, National Bureau of Economic Research, Inc.
    13. Hernando Zuleta, 2008. "An empirical note on factor shares," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 17(3), pages 379-390.
    14. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    15. Vollrath, Dietrich, 2009. "How important are dual economy effects for aggregate productivity?," Journal of Development Economics, Elsevier, vol. 88(2), pages 325-334, March.
    16. Gary D. Hansen & Edward C. Prescott, 2002. "Malthus to Solow," American Economic Review, American Economic Association, vol. 92(4), pages 1205-1217, September.
    17. Douglas Gollin, 2002. "Getting Income Shares Right," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 458-474, April.
    18. John Bound & George Johnson, 1995. "What are the causes of rising wage inequality in the United States?," Economic Policy Review, Federal Reserve Bank of New York, issue Jan, pages 9-17.
    19. F. A. Lutz, 1961. "The Theory of Capital," International Economic Association Series, Palgrave Macmillan, number 978-1-349-08452-4 edited by D. C. Hague, December.
    20. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    21. C. E. Ferguson, 1965. "The Elasticity of Substitution and the Savings Ratio in the Neoclassical Theory of Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 79(3), pages 465-471.
    22. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    23. Duffy, John & Papageorgiou, Chris, 2000. "A Cross-Country Empirical Investigation of the Aggregate Production Function Specification," Journal of Economic Growth, Springer, vol. 5(1), pages 87-120, March.
    24. Michael J. Boskin & Lawrence J. Lau, 2000. "Generalized Solow-Neutral Technical Progress and Postwar Economic Growth," NBER Working Papers 8023, National Bureau of Economic Research, Inc.
    25. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    26. Sato, Ryuzo, 1970. "The Estimation of Biased Technical Progress and the Production Function," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 11(2), pages 179-208, June.
    27. Hernando Zuleta, 2008. "Factor Saving Innovations and Factor Income Shares," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 836-851, October.
    28. Hernando Zuleta, 2007. "Why labor income shares seem to be constant?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 16(4), pages 551-557.
    29. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
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    Cited by:

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    2. Marcello Spanò, 2012. "The Effect Of Openness On Foreign Reserves And Growth In The Emerging Economies," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 1, pages 7-23, March.
    3. Bassetti, Thomas & Favaro, Donata, 2009. "A growth model with time allocation and social participation," MPRA Paper 15969, University Library of Munich, Germany.
    4. Zuleta, Hernando, 2009. "If factor shares are not constant then we have a measurment problem. can we solve it?," Documentos de Trabajo 5744, Universidad del Rosario.
    5. Andrés Álvarez & Camilo Gómez & Hernando Zuleta & Camilo Acosta, 2019. "Birth Rates, Factor Shares, and Growth," Documentos CEDE 17318, Universidad de los Andes, Facultad de Economía, CEDE.
    6. Hernando Zuleta, 2015. "Factor shares, inequality, and capital flows," Southern Economic Journal, John Wiley & Sons, vol. 82(2), pages 647-667, October.
    7. Voyvoda, Ebru & Yeldan, Erinç, 2015. "Public policy and growth in Canada: An applied endogenous growth model with human and knowledge capital accumulation," Economic Modelling, Elsevier, vol. 50(C), pages 298-309.
    8. Hernando Zuleta, 2011. "Factor Shares, Income Distribution and Capital Flows," DEGIT Conference Papers c016_003, DEGIT, Dynamics, Economic Growth, and International Trade.
    9. Thomas Bassetti & Donata Favaro, 2011. "A Growth Model with Gender Inequality in Employment, Human Capital, and Socio-Political Participation," CHILD Working Papers wp14_11, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
    10. Brian Piper, 2014. "Factor-Specific Productivity," Working Papers 1401, Sam Houston State University, Department of Economics and International Business.
    11. Zuleta, Hernando, 2012. "Variable factor shares, measurement and growth accounting," Economics Letters, Elsevier, vol. 114(1), pages 91-93.

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    More about this item

    Keywords

    factor shares; tfp residual;

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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