Opening the Black Box: Task and Skill Mix and Productivity Dispersion
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- G. Jacob Blackwood & Cindy Cunningham & Matthew Dey & Lucia Foster & Cheryl Grim & John Haltiwanger & Rachel Nesbit & Sabrina Wulff Pabilonia & Jay Stewart & Cody Tuttle & Zoltan Wolf, 2023. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," NBER Chapters, in: Technology, Productivity, and Economic Growth, pages 323-360, National Bureau of Economic Research, Inc.
- Blackwood, G.Jacob & Cunningham, Cindy & Dey, Matt & Foster, Lucia & Grim, Cheryl & Haltiwanger, John C. & Nesbit, Rachel & Pabilonia, Sabrina Wulff & Stewart, Jay & Tuttle, Cody & Wolf, Zoltan, 2022. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," IZA Discussion Papers 15594, Institute of Labor Economics (IZA).
- G. Jacob Blackwood & Cindy Cunningham & Matthew Dey & Lucia S. Foster & Cheryl Grim & John C. Haltiwanger & Rachel L. Nesbit & Sabrina Wulff Pabilonia & Jay Stewart & Cody Tuttle & Zoltan Wolf, 2022. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," NBER Working Papers 30620, National Bureau of Economic Research, Inc.
- G. Jacob Blackwood & Cindy Cunningham & Matthew Dey & Lucia Foster & Cheryl Grim & John Haltiwanger & Rachel Nesbit & Sabrina Wulff Pabilonia & Jay Stewart & Cody Tuttle & Zoltan Wolf, 2022. "Opening the Black Box: Task and Skill Mix and Productivity Dispersion," Economic Working Papers 558, Bureau of Labor Statistics.
References listed on IDEAS
- Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
- Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016.
"Prices, Markups, and Trade Reform,"
Econometrica, Econometric Society, vol. 84, pages 445-510, March.
- Goldberg, Pinelopi & Pavcnik, Nina & De loecker, Jan & ,, 2012. "Prices, Markups and Trade Reform," CEPR Discussion Papers 8900, C.E.P.R. Discussion Papers.
- Jan De Loecker, 2014. "Price, Markups and Trade Reforms," Working Papers id:5900, eSocialSciences.
- Jan De Loecker & Pinelopi Koujianou Goldberg & Amit Khandelwal & Nina Pavcnik, 2012. "Prices, markups and trade reform," Working Papers of Department of Economics, Leuven 507417, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
- Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2012. "Prices, Markups and Trade Reform," Working Papers 1403, Princeton University, Department of Economics, Center for Economic Policy Studies..
- Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2012. "Prices, Markups and Trade Reform," NBER Working Papers 17925, National Bureau of Economic Research, Inc.
- Jan De Loecker & Pinelopi Koujianou Goldberg & Amit Khandelwal & Nina Pavcnik, 2012. "Prices, markups and trade reform," Working Papers of Department of Economics, Leuven 507294, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
- Michael J. Handel, 2016.
"The O*NET content model: strengths and limitations [Stärken und Grenzen des O*NET-Models],"
Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 49(2), pages 157-176, October.
- Handel, Michael J., 2016. "The O-NET content model: strengths and limitations," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 49(2), pages 157-176.
- Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2020. "Changing Business Dynamism and Productivity: Shocks versus Responsiveness," American Economic Review, American Economic Association, vol. 110(12), pages 3952-3990, December.
- Cindy Cunningham & Sabrina Wulff Pabilonia & Jay Stewart & Lucia Foster & Cheryl Grim & John Haltiwanger & Zoltan Wolf, 2021. "Chaos Before Order: Productivity Patterns in U.S. Manufacturing," International Productivity Monitor, Centre for the Study of Living Standards, vol. 41, pages 138-152, Fall.
- Dunne, Timothy & Haltiwanger, John & Troske, Kenneth R., 1997.
"Technology and jobs: secular changes and cyclical dynamics,"
Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 46(1), pages 107-178, June.
- Timothy Dunne & John Haltiwanger & Kenneth R. Troske, 1996. "Technology and Jobs: Secular Changes and Cyclical Dynamics," NBER Working Papers 5656, National Bureau of Economic Research, Inc.
- Timothy Dunne & Kenneth R Troske & John Haltiwanger, 1996. "Technology and Jobs: Secular Changes and Cyclical Dynamics," Working Papers 96-7, Center for Economic Studies, U.S. Census Bureau.
- Chad Syverson, 2011.
"What Determines Productivity?,"
Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
- Chad Syverson, 2010. "What Determines Productivity?," NBER Working Papers 15712, National Bureau of Economic Research, Inc.
- Daron Acemoglu & Pascual Restrepo, 2019.
"Automation and New Tasks: How Technology Displaces and Reinstates Labor,"
Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
- Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-315, Boston University - Department of Economics.
- Acemoglu, Daron & Restrepo, Pascual, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," IZA Discussion Papers 12293, Institute of Labor Economics (IZA).
- Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," NBER Working Papers 25684, National Bureau of Economic Research, Inc.
- 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, President and Fellows of Harvard College, 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.
- Lucia Foster & John Haltiwanger & Cody Tuttle, 2022.
"Rising Markups or Changing Technology?,"
Working Papers
22-38, Center for Economic Studies, U.S. Census Bureau.
- Lucia S. Foster & John C. Haltiwanger & Cody Tuttle, 2022. "Rising Markups or Changing Technology?," NBER Working Papers 30491, National Bureau of Economic Research, Inc.
- G. Jacob Blackwood & Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2021.
"Macro and Micro Dynamics of Productivity: From Devilish Details to Insights,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 142-172, July.
- Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2017. "Macro and Micro Dynamics of Productivity: From Devilish Details to Insights," NBER Working Papers 23666, National Bureau of Economic Research, Inc.
- Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2017. "Macro and Micro Dynamics of Productivity: From Devilish Details to Insights," Working Papers 17-41, Center for Economic Studies, U.S. Census Bureau.
- Daron Acemoglu & Pascual Restrepo, 2020.
"Robots and Jobs: Evidence from US Labor Markets,"
Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
- Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," NBER Working Papers 23285, National Bureau of Economic Research, Inc.
- Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-297, Boston University - Department of Economics.
- Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David Beede & Catherine Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020.
"Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey,"
Working Papers
20-40, Center for Economic Studies, U.S. Census Bureau.
- Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David N. Beede & Cathy Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," NBER Working Papers 28290, National Bureau of Economic Research, Inc.
- Kristin Fairman & Lucia Foster & C.J. Krizan & Ian Rucker, 2008. "An Analysis of Key Differences in Micro Data: Results from the Business List Comparison Project," Working Papers 08-28, Center for Economic Studies, U.S. Census Bureau.
- Devesh R. Raval, 2019. "The micro elasticity of substitution and non‐neutral technology," RAND Journal of Economics, RAND Corporation, vol. 50(1), pages 147-167, March.
- David Card & John E. DiNardo, 2002.
"Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles,"
Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
- 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.
- Handel, Michael J., 2016. "The O-NET content model: strengths and limitations," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 49(2), pages 157-176.
- Paul Schreyer, 2001. "The OECD Productivity Manual: A Guide to the Measurement of Industry-Level and Aggregate Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 2, pages 37-51, Spring.
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Keywords
; ; ; ;JEL classification:
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
- L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EFF-2022-11-07 (Efficiency and Productivity)
- NEP-LMA-2022-11-07 (Labor Markets - Supply, Demand, and Wages)
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