Complex-Task Biased Technological Change and the Labor Market
In this paper we study the relationship between task complexity and the occupational wage- and employment structure. Complex tasks are defined as those requiring higher-order skills, such as the ability to abstract, solve problems, make decisions, or communicate effectively. We measure the task complexity of an occupation by performing Principal Component Analysis on a broad set of occupational descriptors in the Occupational Information Network (O*NET) data. We establish four main empirical facts for the U.S. over the 1980-2005 time period that are robust to the inclusion of a detailed set of controls, subsamples, and levels of aggregation: (1) There is a positive relationship across occupations between task complexity and wages and wage growth; (2) Conditional on task complexity, routine-intensity of an occupation is not a significant predictor of wage growth and wage levels; (3) Labor has reallocated from less complex to more complex occupations over time; (4) Within groups of occupations with similar task complexity labor has reallocated to non-routine occupations over time. We then formulate a model of Complex-Task Biased Technological Change with heterogeneous skills and show analytically that it can rationalize these facts. We conclude that workers in non-routine occupations with low ability of solving complex tasks are not shielded from the labor market effects of automatization. (Copyright: Elsevier)
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Volume (Year): 25 (2017)
Issue (Month): (April)
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- Lawrence F. Katz, 2014.
"America's Jobs Challenges and the Continuing Role of the U.S. Department of Labor,"
Cornell University, ILR School, vol. 67(3_suppl), pages 578-583, May.
- Katz, Lawrence F., 2014. "America's Jobs Challenges and the Continuing Role of the U.S. Department of Labor," Scholarly Articles 12374798, Harvard University Department of Economics.
- Paul Beaudry & David A. Green & Benjamin M. Sand, 2016. "The Great Reversal in the Demand for Skill and Cognitive Tasks," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 199-247.
- Paul Beaudry & David A. Green & Benjamin M. Sand, 2013. "The Great Reversal in the Demand for Skill and Cognitive Tasks," NBER Chapters,in: Labor Markets in the Aftermath of the Great Recession, pages 199-247 National Bureau of Economic Research, Inc.
- Paul Beaudry & David A. Green & Benjamin M. Sand, 2013. "The Great Reversal in the Demand for Skill and Cognitive Tasks," NBER Working Papers 18901, National Bureau of Economic Research, Inc.
- Paul Beadry & David A. Green & Ben Sand, 2013. "The great reversal in the demand for skill and cognitive tasks," LSE Research Online Documents on Economics 58200, London School of Economics and Political Science, LSE Library.
- Paul Beadry & Paul Beaudry & David A. Green & Ben Sand, 2013. "The great reversal in the demand for skill and cognitive tasks," STICERD - Public Economics Programme Discussion Papers 22, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Gueorgui Kambourov & Iourii Manovskii, 2009. "Occupational Specificity Of Human Capital," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(1), pages 63-115, 02.
- Iourii Manovskii & Gueorgui Kambourov, 2004. "Occupational Specificity of Human Capital," 2004 Meeting Papers 197, Society for Economic Dynamics.
- Marigee P. Bacolod & Bernardo S. Blum, 2010. "Two Sides of the Same Coin: U.S. "Residual" Inequality and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
- David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
- David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, Oxford University Press, vol. 118(4), pages 1279-1333.
- 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.
- Firpo, Sergio & Fortin, Nicole M. & Lemieux, Thomas, 2011. "Occupational Tasks and Changes in the Wage Structure," IZA Discussion Papers 5542, Institute for the Study of Labor (IZA).
- Firpo, Sergio Pinheiro & Fortin, Nicole M & Lemieux, Thomas, 2012. "Occupational tasks and changes in the wage structure," Textos para discussão 284, FGV/EESP - Escola de Economia de São Paulo, Getulio Vargas Foundation (Brazil).
- Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
- Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
- 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.
- Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, Elsevier.
- Daron Acemoglu & David Autor, 2010. "Skills, Tasks and Technologies: Implications for Employment and Earnings," NBER Working Papers 16082, National Bureau of Economic Research, Inc.
- Ross, Matthew, 2014. "Skill Biased Technical Change: Wage Effects from a Panel of Occupational Task Measures," MPRA Paper 63732, University Library of Munich, Germany, revised 18 Apr 2015.
- Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, Oxford University Press, vol. 124(2), pages 843-881.
- Dustmann, Christian & Ludsteck, Johannes & Schönberg, Uta, 2007. "Revisiting the German Wage Structure," IZA Discussion Papers 2685, Institute for the Study of Labor (IZA).
- Shintaro Yamaguchi, 2012. "Tasks and Heterogeneous Human Capital," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 1-53.
- Shintaro Yamaguchi, 2011. "Tasks and Heterogeneous Human Capital," Department of Economics Working Papers 2011-06, McMaster University.
- David J. Deming, 2015. "The Growing Importance of Social Skills in the Labor Market," NBER Working Papers 21473, National Bureau of Economic Research, Inc.
- Gueorgui Kambourov & Iourii Manovskii, 2008. "Rising Occupational And Industry Mobility In The United States: 1968-97," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 41-79, 02.
- Gueorgui Kambourov & Iourii Manovskii, 2009. "Occupational Mobility and Wage Inequality," Review of Economic Studies, Oxford University Press, vol. 76(2), pages 731-759.
- Kambourov, Gueorgui & Manovskii, Iourii, 2004. "Occupational Mobility and Wage Inequality," IZA Discussion Papers 1189, Institute for the Study of Labor (IZA).
- repec:sae:ilrrev:v:67:y:2014:i:2.5:p:578-583 is not listed on IDEAS
- Goos, Maarten & Manning, Alan & Salomons, Anna, 2014. "Explaining job polarization: routine-biased technological change and offshoring," LSE Research Online Documents on Economics 59698, London School of Economics and Political Science, LSE Library. Full references (including those not matched with items on IDEAS)
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