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Accounting for Productivity Growth When Technical Change is Biased

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  • James Bessen

    (Research on Innovation, Boston University School of Law)

Abstract

Solow (1957) decomposed labor productivity growth into two components that are independent under Hicks neutrality: input growth and the residual, representing technical change. However, when technical change is Hicks biased, input growth is no longer independent of technical change, leading to ambiguous interpretation. Using Solow’s model, I decompose output per worker into globally independent sources. Adding a simple calculation to Solow’s framework, I show that technical bias directly contributes to labor productivity growth above what is captured in the Solow residual. This contribution is sometimes large, leading to rates of total technical change that substantially exceed the Solow residual.

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  • James Bessen, 2008. "Accounting for Productivity Growth When Technical Change is Biased," Working Papers 0802, Research on Innovation.
  • Handle: RePEc:roi:wpaper:0802
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    1. Nelson, Richard R & Pack, Howard, 1999. "The Asian Miracle and Modern Growth Theory," Economic Journal, Royal Economic Society, vol. 109(457), pages 416-436, July.
    2. Binswanger, Hans P, 1974. "The Measurement of Technical Change Biases with Many Factors of Production," American Economic Review, American Economic Association, vol. 64(6), pages 964-976, December.
    3. Antràs Pol, 2004. "Is the U.S. Aggregate Production Function Cobb-Douglas? New Estimates of the Elasticity of Substitution," The B.E. Journal of Macroeconomics, De Gruyter, vol. 4(1), pages 1-36, April.
    4. Bailey, Alastair & Irz, Xavier & Balcombe, Kelvin, 2004. "Measuring productivity growth when technological change is biased--a new index and an application to UK agriculture," Agricultural Economics, Blackwell, vol. 31(2-3), pages 285-295, December.
    5. 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.
    6. Bessen, James, 2003. "Technology and Learning by Factory Workers: The Stretch-Out at Lowell, 1842," The Journal of Economic History, Cambridge University Press, vol. 63(1), pages 33-64, March.
    7. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    8. Fuss, Melvyn & McFadden, Daniel, 1978. "Production Economics: A Dual Approach to Theory and Applications (II): Applications of the Theory of Production," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, volume 2, number fuss1978a.
    9. James Bessen, 2009. "More Machines, Better Machines...Or Better Workers?," Working Papers 0803, Research on Innovation.
    10. Diamond, Peter & McFadden, Daniel & Rodriguez, Miguel, 1978. "Measurement of the Elasticity of Factor Substitution and Bias of Technical Change," Histoy of Economic Thought Chapters, in: Fuss, Melvyn & McFadden, Daniel (ed.),Production Economics: A Dual Approach to Theory and Applications, volume 2, chapter 5, McMaster University Archive for the History of Economic Thought.
    11. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    12. Griffin, James M & Gregory, Paul R, 1976. "An Intercountry Translog Model of Energy Substitution Responses," American Economic Review, American Economic Association, vol. 66(5), pages 845-857, December.
    13. Blackorby, Charles & Lovell, C A Knox & Thursby, Marie C, 1976. "Extended Hicks Neutral Technical Change," Economic Journal, Royal Economic Society, vol. 86(344), pages 845-852, December.
    14. Rainer Klump & Peter McAdam & Alpo Willman, 2007. "Factor Substitution and Factor-Augmenting Technical Progress in the United States: A Normalized Supply-Side System Approach," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 183-192, February.
    15. 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, Oxford University Press, vol. 114(1), pages 83-116.
    16. Hillinger, Claude, 1970. "Comment on Invariance Axioms and Economic Indexes," Econometrica, Econometric Society, vol. 38(5), pages 773-774, September.
    17. Wills, John, 1979. "Technical change in the U.S. primary metals industry," Journal of Econometrics, Elsevier, vol. 10(1), pages 85-98, April.
    18. Nelson, Richard R, 1973. "Recent Exercises in Growth Accounting: New Understanding or Dead End?," American Economic Review, American Economic Association, vol. 63(3), pages 462-468, June.
    19. Cristiano Antonelli & Francesco Quatraro, 2010. "The effects of biased technological change on total factor productivity: empirical evidence from a sample of OECD countries," The Journal of Technology Transfer, Springer, vol. 35(4), pages 361-383, August.
    20. Samuelson, Paul A & Swamy, S, 1974. "Invariant Economic Index Numbers and Canonical Duality: Survey and Synthesis," American Economic Review, American Economic Association, vol. 64(4), pages 566-593, September.
    21. Berndt, Ernst R, 1976. "Reconciling Alternative Estimates of the Elasticity of Substitution," The Review of Economics and Statistics, MIT Press, vol. 58(1), pages 59-68, February.
    22. Swan, Trevor W, 2002. "Economic Growth," The Economic Record, The Economic Society of Australia, vol. 78(243), pages 375-380, December.
    23. Diewart, W Erwin & Morrison, Catherine J, 1986. "Adjusting Output and Productivity Indexes for Changes in the Terms of Trade," Economic Journal, Royal Economic Society, vol. 96(383), pages 659-679, September.
    24. Hulten, Charles R, 1973. "Divisia Index Numbers," Econometrica, Econometric Society, vol. 41(6), pages 1017-1025, November.
    25. Wibe, Soren A, 1984. "Engineering Production Functions: A Survey," Economica, London School of Economics and Political Science, vol. 51(204), pages 401-411, November.
    26. H. Uzawa, 1961. "Neutral Inventions and the Stability of Growth Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 28(2), pages 117-124.
    27. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
    28. Dani Rodrik & Tain-Jy Chen, 1998. "TFPG Controversies, Institutions and Economic Performance in East Asia," International Economic Association Series, in: Yujiro Hayami & Masahiko Aoki (ed.), The Institutional Foundations of East Asian Economic Development, chapter 4, pages 79-105, Palgrave Macmillan.
    29. Daron Acemoglu, 2003. "Labor- And Capital-Augmenting Technical Change," Journal of the European Economic Association, MIT Press, vol. 1(1), pages 1-37, March.
    30. Fuss, Melvyn & McFadden, Daniel (ed.), 1978. "Production Economics: A Dual Approach to Theory and Applications," Elsevier Monographs, Elsevier, edition 1, number 9780444850133.
    31. May, J D & Denny, M, 1979. "Factor-Augmenting Technical Progress and Productivity in U.S. Manufacturing," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 20(3), pages 759-774, October.
    32. Panik, Michael J, 1976. "Factor Learning and Biased Factor-Efficiency Growth in the United States, 1929-1966," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 17(3), pages 733-739, October.
    33. Jesus Felipe & John McCombie, 2006. "The Tyranny of the Identity: Growth Accounting Revisited," International Review of Applied Economics, Taylor & Francis Journals, vol. 20(3), pages 283-299.
    34. 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.
    35. Paul A. David, 2005. "Two Centuries of American Macroeconomic Growth From Exploitation of Resource Abundance to Knowledge-Driven Development," Macroeconomics 0502021, University Library of Munich, Germany.
    36. 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.
    37. Fuss, Melvyn & McFadden, Daniel, 1978. "Production Economics: A Dual Approach to Theory and Applications (I): The Theory of Production," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, volume 1, number fuss1978.
    38. Berndt, Ernst R. & Christensen, Laurits R., 1973. "The translog function and the substitution of equipment, structures, and labor in U.S. manufacturing 1929-68," Journal of Econometrics, Elsevier, vol. 1(1), pages 81-113, March.
    39. Ernst Berndt & Charles Kolstad & Jong-Kun Lee, 1993. "Measuring the Energy Efficiency and Productivity Impacts of Embodied Technical Change," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 33-56.
    40. Felipe, Jesus & McCombie, J. S. L., 2001. "Biased Technical Change, Growth Accounting, and the Conundrum of the East Asian Miracle," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 542-565, September.
    41. Kalt, Joseph P, 1978. "Technological Change and Factor Substitution in the United States: 1929-1967," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(3), pages 761-775, October.
    42. Abramovitz, Moses & David, Paul A, 1973. "Reinterpreting Economic Growth: Parables and Realities," American Economic Review, American Economic Association, vol. 63(2), pages 428-439, May.
    43. Berndt, Ernst R & Khaled, Mohammed S, 1979. "Parametric Productivity Measurement and Choice among Flexible Functional Forms," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1220-1245, December.
    44. Asher, Ephraim, 1972. "Industrial Efficiency and Biased Technical Change in American and British Manufacturing: The Case of Textiles in the Nineteenth Century," The Journal of Economic History, Cambridge University Press, vol. 32(2), pages 431-442, June.
    45. Abramovitz, Moses, 1993. "The Search for the Sources of Growth: Areas of Ignorance, Old and New," The Journal of Economic History, Cambridge University Press, vol. 53(2), pages 217-243, June.
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    Cited by:

    1. James Bessen, 2009. "More Machines, Better Machines...Or Better Workers?," Working Papers 0803, Research on Innovation.
    2. Marijn Verschelde & Michel Dumont & Bruno Merlevede & Glenn Rayp, 2014. "A constrained nonparametric regression analysis of factor-biased technical change and TFP growth at the firm level," Working Paper Research 266, National Bank of Belgium.

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    More about this item

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • N61 - Economic History - - Manufacturing and Construction - - - U.S.; Canada: Pre-1913
    • N11 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - U.S.; Canada: Pre-1913

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