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Environmental Regulation and Green Skills: An Empirical Exploration

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  • Francesco Vona
  • Giovanni Marin
  • Davide Consoli
  • David Popp

Abstract

This paper provides new evidence on the workplace skills most relevant in the transition toward environmentally sustainable economies. Using a novel data-driven methodology, we identify two main sets of green skills, namely, engineering skills for the design and production of technology, and managerial skills for implementing and monitoring environmental organizational practices. Exploiting exogenous geographical variation in regulatory stringency, we also evaluate the effect of environmental regulation on the demand of green skills for a panel of US metropolitan and nonmetropolitan areas over the period 2006–14. The main finding is that while these changes in environmental regulation have no impact on overall employment, they create significant, if modest, gaps in the demand for some green skills, especially those related to technical and engineering work tasks.

Suggested Citation

  • Francesco Vona & Giovanni Marin & Davide Consoli & David Popp, 2018. "Environmental Regulation and Green Skills: An Empirical Exploration," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 713-753.
  • Handle: RePEc:ucp:jaerec:doi:10.1086/698859
    DOI: 10.1086/698859
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    1. Boyd, Gale A. & Curtis, E. Mark, 2014. "Evidence of an “Energy-Management Gap” in U.S. manufacturing: Spillovers from firm management practices to energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 68(3), pages 463-479.
    2. Consoli, Davide & Marin, Giovanni & Marzucchi, Alberto & Vona, Francesco, 2016. "Do green jobs differ from non-green jobs in terms of skills and human capital?," Research Policy, Elsevier, vol. 45(5), pages 1046-1060.
    3. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    4. Kenneth Gillingham & Karen Palmer, 2014. "Bridging the Energy Efficiency Gap: Policy Insights from Economic Theory and Empirical Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 8(1), pages 18-38, January.
    5. Glenn Sheriff & Ann E. Ferris & Ronald J. Shadbegian, 2015. "How Did Air Quality Standards Affect Employment at U.S. Power Plants? The Importance of Stringency, Geography, and Timing," NCEE Working Paper Series 201501, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised May 2015.
    6. Henderson, J Vernon, 1996. "Effects of Air Quality Regulation," American Economic Review, American Economic Association, vol. 86(4), pages 789-813, September.
    7. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2016. "Import Competition and the Great US Employment Sag of the 2000s," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 141-198.
    8. Francesco Vona & Davide Consoli, 2015. "Innovation and skill dynamics: a life-cycle approach," Industrial and Corporate Change, Oxford University Press, vol. 24(6), pages 1393-1415.
    9. 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.
    10. Arik Levinson, 2015. "A Direct Estimate of the Technique Effect: Changes in the Pollution Intensity of US Manufacturing, 1990-2008," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 43-56.
    11. Robert J R Elliott & Joanne K Lindley, 2014. "Green Jobs and Growth in the United States: Green Shoots or False Dawn?," Discussion Papers 14-09, Department of Economics, University of Birmingham.
    12. Gray, Wayne B. & Shadbegian, Ronald J. & Wang, Chunbei & Meral, Merve, 2014. "Do EPA regulations affect labor demand? Evidence from the pulp and paper industry," Journal of Environmental Economics and Management, Elsevier, vol. 68(1), pages 188-202.
    13. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    14. Abay Mulatu & Reyer Gerlagh & Dan Rigby & Ada Wossink, 2010. "Environmental Regulation and Industry Location in Europe," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(4), pages 459-479, April.
    15. Martin, Ralf & Muûls, Mirabelle & de Preux, Laure B. & Wagner, Ulrich J., 2012. "Anatomy of a paradox: Management practices, organizational structure and energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 63(2), pages 208-223.
    16. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
    17. Randy Becker & Vernon Henderson, 2000. "Effects of Air Quality Regulations on Polluting Industries," Journal of Political Economy, University of Chicago Press, vol. 108(2), pages 379-421, April.
    18. Yi Lu & Travis Ng, 2013. "Import Competition and Skill Content in U.S. Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1404-1417, October.
    19. Aghion, Philippe & Howitt, Peter & Violante, Giovanni L, 2002. "General Purpose Technology and Wage Inequality," Journal of Economic Growth, Springer, vol. 7(4), pages 315-345, December.
    20. Berman, Eli & Bui, Linda T. M., 2001. "Environmental regulation and labor demand: evidence from the South Coast Air Basin," Journal of Public Economics, Elsevier, vol. 79(2), pages 265-295, February.
    21. Becker, Randy A. & Pasurka, Carl & Shadbegian, Ronald J., 2013. "Do environmental regulations disproportionately affect small businesses? Evidence from the Pollution Abatement Costs and Expenditures survey," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 523-538.
    22. W. Reed Walker, 2013. "The Transitional Costs of Sectoral Reallocation: Evidence From the Clean Air Act and the Workforce," The Quarterly Journal of Economics, Oxford University Press, vol. 128(4), pages 1787-1835.
    23. DeCanio, Stephen J, 1998. "The efficiency paradox: bureaucratic and organizational barriers to profitable energy-saving investments," Energy Policy, Elsevier, vol. 26(5), pages 441-454, April.
    24. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The Geography of Trade and Technology Shocks in the United States," American Economic Review, American Economic Association, vol. 103(3), pages 220-225, May.
    25. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    26. Greenstone, Michael, 2004. "Did the Clean Air Act cause the remarkable decline in sulfur dioxide concentrations?," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 585-611, May.
    27. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    28. 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.
    29. Gray, Wayne B. & Deily, Mary E., 1996. "Compliance and Enforcement: Air Pollution Regulation in the U.S. Steel Industry," Journal of Environmental Economics and Management, Elsevier, vol. 31(1), pages 96-111, July.
    30. Peter K. Schott, 2008. "The relative sophistication of Chinese exports [‘Manufacturing Earnings and Compensation in China’]," Economic Policy, CEPR;CES;MSH, vol. 23(53), pages 6-49.
    31. Morgenstern, Richard D. & Pizer, William A. & Shih, Jhih-Shyang, 2002. "Jobs Versus the Environment: An Industry-Level Perspective," Journal of Environmental Economics and Management, Elsevier, vol. 43(3), pages 412-436, May.
    32. Shapiro, Joseph S. & Walker, Reed, 2015. "Why is Pollution from U.S. Manufacturing Declining? The Roles of Trade, Regulation, Productivity, and Preferences," IZA Discussion Papers 8789, Institute of Labor Economics (IZA).
    33. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 117(1), pages 339-376.
    34. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, Oxford University Press, vol. 113(3), pages 693-732.
    35. Wayne B. Gray & Jay P. Shimshack, 2011. "The Effectiveness of Environmental Monitoring and Enforcement: A Review of the Empirical Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 3-24, Winter.
    36. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, Oxford University Press, vol. 116(4), pages 1449-1492.
    37. Carrión-Flores, Carmen E. & Innes, Robert, 2010. "Environmental innovation and environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 27-42, January.
    38. Jeffrey Lin, 2011. "Technological Adaptation, Cities, and New Work," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 554-574, May.
    39. Maxim Poletaev & Chris Robinson, 2008. "Human Capital Specificity: Evidence from the Dictionary of Occupational Titles and Displaced Worker Surveys, 1984-2000," Journal of Labor Economics, University of Chicago Press, vol. 26(3), pages 387-420, July.
    40. Steven J. Davis & Till Von Wachter, 2011. "Recessions and the Costs of Job Loss," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 1-72.
    41. Martin, Ralf & de Preux, Laure B. & Wagner, Ulrich J., 2014. "The impact of a carbon tax on manufacturing: Evidence from microdata," Journal of Public Economics, Elsevier, vol. 117(C), pages 1-14.
    42. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    43. Hanna Hottenrott & Sascha Rexh�user, 2015. "Policy-Induced Environmental Technology and Inventive Efforts: Is There a Crowding Out?," Industry and Innovation, Taylor & Francis Journals, vol. 22(5), pages 375-401, July.
    44. Claire Brunel & Arik Levinson, 2013. "Measuring Environmental Regulatory Stringency," Working Papers gueconwpa~13-13-02, Georgetown University, Department of Economics.
    45. Becker, Randy A. & Pasurka, Carl & Shadbegian, Ronald J., 2013. "Do environmental regulations disproportionately affect small businesses? Evidence from the Pollution Abatement Costs and Expenditures survey," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 523-538.
    46. Justin R. Pierce & Peter K. Schott, 2016. "The Surprisingly Swift Decline of US Manufacturing Employment," American Economic Review, American Economic Association, vol. 106(7), pages 1632-1662, July.
    47. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    48. Mark Doms & Timothy Dunne & Kenneth R. Troske, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, Oxford University Press, vol. 112(1), pages 253-290.
    49. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    50. repec:dau:papers:123456789/10093 is not listed on IDEAS
    51. Ann E. Ferris & Ronald J. Shadbegian & Ann Wolverton, 2014. "The Effect of Environmental Regulation on Power Sector Employment: Phase I of the Title IV SO2 Trading Program," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 1(4), pages 521-553.
    52. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    53. Magat, Wesley A & Viscusi, W Kip, 1990. "Effectiveness of the EPA's Regulatory Enforcement: The Case of Industrial Effluent Standards," Journal of Law and Economics, University of Chicago Press, vol. 33(2), pages 331-360, October.
    54. Steven J. Davis & Till Von Wachter, 2011. "Recessions and the Costs of Job Loss," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 1-72.
    55. Deschenes, Olivier, 2013. "Green Jobs," IZA Policy Papers 62, Institute of Labor Economics (IZA).
    56. W. Reed Walker, 2011. "Environmental Regulation and Labor Reallocation: Evidence from the Clean Air Act," American Economic Review, American Economic Association, vol. 101(3), pages 442-447, May.
    57. Adam Jaffe & Richard Newell & Robert Stavins, 2002. "Environmental Policy and Technological Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 41-70, June.
    58. repec:reg:rpubli:98 is not listed on IDEAS
    59. Gillingham, Kenneth & Palmer, Karen, 2013. "Bridging the Energy Efficiency Gap: Insights for Policy from Economic Theory and Empirical Analysis," Discussion Papers dp-13-02, Resources For the Future.
    60. Michael Greenstone, 2002. "The Impacts of Environmental Regulations on Industrial Activity: Evidence from the 1970 and 1977 Clean Air Act Amendments and the Census of Manufactures," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1175-1219, December.
    61. Nicolai V. Kuminoff & Todd Schoellman & Christopher Timmins, 2015. "Environmental Regulations and the Welfare Effects of Job Layoffs in the United States: A Spatial Approach," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 9(2), pages 198-218.
    62. V. Kerry Smith, 2015. "Should Benefit–Cost Methods Take Account of High Unemployment? Symposium Introduction," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 9(2), pages 165-178.
    63. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    64. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    65. Decker, Christopher S. & Pope, Christopher R., 2005. "Adherence to environmental law: the strategic complementarities of compliance decisions," The Quarterly Review of Economics and Finance, Elsevier, vol. 45(4-5), pages 641-661, September.
    66. Cole Matthew A & Elliott Rob J, 2007. "Do Environmental Regulations Cost Jobs? An Industry-Level Analysis of the UK," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-27, June.
    67. Kahn, Matthew E. & Mansur, Erin T., 2013. "Do local energy prices and regulation affect the geographic concentration of employment?," Journal of Public Economics, Elsevier, vol. 101(C), pages 105-114.
    68. Becker Randy A & Shadbegian Ronald J, 2009. "Environmental Products Manufacturing: A Look inside the Green Industry," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-25, March.
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    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects

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