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Is Technological Change Biased Towards the Unskilled in Services? An Empirical Investigation

  • Ariell Reshef

    (University of Virginia)

I fit a two-sector general equilibrium model to U.S. data in 1963-2005 in order to infer technological processes that affect the college premium. In skill intensive services factor augmenting technological change is slower for college graduates relative to less skilled workers. I find the opposite in the rest of the economy. This indicates that technological change is more complex than what we observe at the aggregate level. The results are consistent with changes in occupational mixes: low-skill workers in services reallocate into computer complementary occupations to a greater extent than college graduates in that sector. Occupational mixes in the rest of the private sector shift in the opposite direction. Thus, theoretical treatments of the underlying mechanisms of skill biased technological change may be improved by taking into account occupational mixes within broad education-sector groups. (Copyright: Elsevier)

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File URL: http://dx.doi.org/10.1016/j.red.2013.01.005
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Article provided by Elsevier for the Society for Economic Dynamics in its journal Review of Economic Dynamics.

Volume (Year): 16 (2013)
Issue (Month): 2 (April)
Pages: 312-331

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Handle: RePEc:red:issued:11-241
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  1. Michaels, Guy, 2007. "The Division of Labour, Coordination, and the Demand for Information Processing," CEPR Discussion Papers 6358, C.E.P.R. Discussion Papers.
  2. Paul Beaudry & David A. Green, 2005. "Changes in U.S. Wages, 19762000: Ongoing Skill Bias or Major Technological Change?," Journal of Labor Economics, University of Chicago Press, vol. 23(3), pages 609-648, July.
  3. Thoenig, Mathias & Verdier, Thierry, 2002. "A Theory of Defensive Skill-based Innovation and Globalization," CEPR Discussion Papers 3416, C.E.P.R. Discussion Papers.
  4. Thomas Lemieux, 2008. "The changing nature of wage inequality," Journal of Population Economics, Springer, vol. 21(1), pages 21-48, January.
  5. Altonji, Joseph G & Segal, Lewis M, 1996. "Small-Sample Bias in GMM Estimation of Covariance Structures," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 353-66, July.
  6. James J. Heckman & Lance Lochner & Christopher Taber, 1998. "Explaining Rising Wage Inequality: Explorations with a Dynamic General Equilibrium Model of Labor Earnings with Heterogeneous Agents," NBER Working Papers 6384, National Bureau of Economic Research, Inc.
  7. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," NBER Working Papers 11986, National Bureau of Economic Research, Inc.
  8. Alan B. Krueger, 1993. "How Computers Have Changed the Wage Structure: Evidence from Microdata, 1984–1989," The Quarterly Journal of Economics, Oxford University Press, vol. 108(1), pages 33-60.
  9. John E. DiNardo & Jörn-Steffen Pischke, 1997. "The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too?," The Quarterly Journal of Economics, Oxford University Press, vol. 112(1), pages 291-303.
  10. Bound, John & Johnson, George, 1992. "Changes in the Structure of Wages in the 1980's: An Evaluation of Alternative Explanations," American Economic Review, American Economic Association, vol. 82(3), pages 371-92, June.
  11. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 367-397.
  12. Acemoglu, Daron, 1997. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," CEPR Discussion Papers 1707, C.E.P.R. Discussion Papers.
  13. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
  14. Griliches, Zvi, 1969. "Capital-Skill Complementarity," The Review of Economics and Statistics, MIT Press, vol. 51(4), pages 465-68, November.
  15. Andreas Hornstein & Per Krusell & Giovanni L. Violante, 2005. "The Effects of Technical Change on Labor Market Inequalities," Working Papers 89, Princeton University, Department of Economics, Center for Economic Policy Studies..
  16. David H. Autor & Frank Levy & Richard J. Murnane, 2002. "Upstairs, downstairs: Computers and skills on two floors of a large bank," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 55(3), pages 432-447, April.
  17. Robert J. Gordon, 2009. "Misperceptions About the Magnitude and Timing of Changes in American Income Inequality," NBER Working Papers 15351, National Bureau of Economic Research, Inc.
  18. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1997. "Computing Inequality: Have Computers Changed the Labor Market?," NBER Working Papers 5956, National Bureau of Economic Research, Inc.
  19. Francisco J. Buera & Joseph P. Kaboski, 2009. "The Rise of the Service Economy," NBER Working Papers 14822, National Bureau of Economic Research, Inc.
  20. Kevin J. Stiroh & Dale W. Jorgenson, 2000. "U.S. Economic Growth at the Industry Level," American Economic Review, American Economic Association, vol. 90(2), pages 161-167, May.
  21. Autor, David & Dorn, David, 2012. "The Growth of Low Skill Service Jobs and the Polarization of the U.S. Labor Market," IZA Discussion Papers 7068, Institute for the Study of Labor (IZA).
  22. Guy Michaels & Ashwini Natraj & John Van Reenen, 2010. "Has ICT Polarized Skill Demand? Evidence from Eleven Countries over 25 Years," CEP Discussion Papers dp0987, Centre for Economic Performance, LSE.
  23. Paul Krugman & Robert Lawrence, 1993. "Trade, Jobs, and Wages," NBER Working Papers 4478, National Bureau of Economic Research, Inc.
  24. Maarten Goos & Alan Manning & Anna Salomons, 2009. "Job Polarization in Europe," American Economic Review, American Economic Association, vol. 99(2), pages 58-63, May.
  25. David H. Autor & Frank Levy & Richard J. Murnane, 2001. "The Skill Content of Recent Technological Change: An Empirical Exploration," NBER Working Papers 8337, National Bureau of Economic Research, Inc.
  26. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, Oxford University Press, vol. 107(1), pages 35-78.
  27. Lee, Donghoon & Wolpin, Kenneth I., 2010. "Accounting for wage and employment changes in the US from 1968-2000: A dynamic model of labor market equilibrium," Journal of Econometrics, Elsevier, vol. 156(1), pages 68-85, May.
  28. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," NBER Working Papers 12139, National Bureau of Economic Research, Inc.
  29. Per Krusell & Lee E. Ohanian & Jose-Victor Rios-Rull & Giovanni L. Violante, 1997. "Capital-skill complementarity and inequality: a macroeconomic analysis," Staff Report 239, Federal Reserve Bank of Minneapolis.
  30. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
  31. Haskel, Jonathan E. & Slaughter, Matthew J., 2002. "Does the sector bias of skill-biased technical change explain changing skill premia?," European Economic Review, Elsevier, vol. 46(10), pages 1757-1783, December.
  32. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, Oxford University Press, vol. 116(2), pages 705-746.
  33. Maarten Goos & Alan Manning, 2003. "Lousy and lovely jobs: the rising polarization of work in Britain," LSE Research Online Documents on Economics 20002, London School of Economics and Political Science, LSE Library.
  34. Peter B. Meyer & Anastasiya M. Osborne, 2005. "Proposed Category System for 1960-2000 Census Occupations," Working Papers 383, U.S. Bureau of Labor Statistics.
  35. Daron Acemoglu & David Autor, 2010. "Skills, Tasks and Technologies: Implications for Employment and Earnings," NBER Working Papers 16082, National Bureau of Economic Research, Inc.
  36. Linnea Polgreen & Pedro Silos, 2005. "Capital-skill complementarity and inequality: a sensitivity analysis," FRB Atlanta Working Paper 2005-20, Federal Reserve Bank of Atlanta.
  37. Levy, Frank & Murnane, Richard J, 1996. "With What Skills Are Computers a Complement?," American Economic Review, American Economic Association, vol. 86(2), pages 258-62, May.
  38. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
  39. Levy, Frank & Murnane, Richard J, 1992. "U.S. Earnings Levels and Earnings Inequality: A Review of Recent Trends and Proposed Explanations," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1333-81, September.
  40. David Card & John E. DiNardo, 2002. "Skill Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," NBER Working Papers 8769, National Bureau of Economic Research, Inc.
  41. Francisco J. Buera & Joseph P. Kaboski, 2009. "Can Traditional Theories of Structural Change Fit The Data?," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 469-477, 04-05.
  42. Maarten Goos & Alan Manning, 2003. "Lousy and Lovely Jobs: the Rising Polarization of Work in Britain," CEP Discussion Papers dp0604, Centre for Economic Performance, LSE.
  43. Steven Stern, 1997. "Simulation-Based Estimation," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 2006-2039, December.
  44. Chong Xiang, 2005. "New Goods and the Relative Demand for Skilled Labor," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 285-298, May.
  45. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June.
  46. Richard B. Freeman, 2004. "Trade Wars: The Exaggerated Impact of Trade in Economic Debate," The World Economy, Wiley Blackwell, vol. 27(1), pages 1-23, 01.
  47. David Card, 1992. "The Effect of Unions on the Distribution of Wages: Redistribution or Relabelling?," NBER Working Papers 4195, National Bureau of Economic Research, Inc.
  48. Kevin J. Stiroh & Dale W. Jorgenson, 1999. "Information Technology and Growth," American Economic Review, American Economic Association, vol. 89(2), pages 109-115, May.
  49. Thomas Philippon & Ariell Reshef, 2007. "Skill Biased Financial Development: Education, Wages and Occupations in the U.S. Financial Sector," NBER Working Papers 13437, National Bureau of Economic Research, Inc.
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