IDEAS home Printed from https://ideas.repec.org/p/ags/feemwp/329079.html
   My bibliography  Save this paper

Who’s fit for the low-carbon transition? Emerging skills and wage gaps in job and data

Author

Listed:
  • Saussay, Aurélien
  • Sato, Misato
  • Vona, Francesco
  • O’Kane, Layla

Abstract

As governments worldwide increase their commitments to tackling climate change, the number of low-carbon jobs are expected to grow rapidly. Here we provide evidence on the characteristics of low-carbon jobs in the US using comprehensive online job postings data between 2010-2019. By accurately identifying low-carbon jobs and comparing them to similar jobs in the same occupational group, we show that low-carbon jobs differ from high-carbon or generic jobs in a number of important ways. Low-carbon jobs have higher skill requirements across a broad range of skills, especially technical ones. However, the wage premium for low-carbon jobs has declined over time and the geographic overlap between low- and high-carbon jobs is limited. Overall, our findings suggest the low-carbon transition entails potentially high labour reallocation costs associated with re-skilling and earning losses, indicating public investments in skills is needed to deliver a smooth and rapid transition.

Suggested Citation

  • Saussay, Aurélien & Sato, Misato & Vona, Francesco & O’Kane, Layla, 2022. "Who’s fit for the low-carbon transition? Emerging skills and wage gaps in job and data," FEEM Working Papers 329079, Fondazione Eni Enrico Mattei (FEEM).
  • Handle: RePEc:ags:feemwp:329079
    DOI: 10.22004/ag.econ.329079
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/329079/files/NDL2022-031.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.329079?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. David H. Autor & David Dorn & Gordon H. Hanson, 2016. "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 205-240, October.
    2. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
    3. 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.
    4. 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.
    5. repec:hal:spmain:info:hdl:2441/1fkb59dcsg9alqqq6qv18jj5us is not listed on IDEAS
    6. Francesco Vona, 2019. "Job losses and political acceptability of climate policies: why the ‘job-killing’ argument is so persistent and how to overturn it," Climate Policy, Taylor & Francis Journals, vol. 19(4), pages 524-532, April.
    7. Ryan Hanna & Yangyang Xu & David G. Victor, 2020. "After COVID-19, green investment must deliver jobs to get political traction," Nature, Nature, vol. 582(7811), pages 178-180, June.
    8. Timothy J. Bartik, 2020. "Using Place-Based Jobs Policies to Help Distressed Communities," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 99-127, Summer.
    9. Filippo Bontadini & Francesco Vona, 2023. "Anatomy of Green Specialisation: Evidence from EU Production Data, 1995–2015," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(3), pages 707-740, August.
    10. W. Reed Walker, 2013. "The Transitional Costs of Sectoral Reallocation: Evidence From the Clean Air Act and the Workforce," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1787-1835.
    11. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    12. Elliott, Robert J.R. & Lindley, Joanne K., 2017. "Environmental Jobs and Growth in the United States," Ecological Economics, Elsevier, vol. 132(C), pages 232-244.
    13. repec:hal:spmain:info:hdl:2441/6m5kss847r91no96hiublu6anu is not listed on IDEAS
    14. 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.
    15. David Autor & David Dorn & Gordon Hanson, 2021. "On the Persistence of the China Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 52(2 (Fall)), pages 381-476.
    16. 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.
    17. Azar, José & Marinescu, Ioana & Steinbaum, Marshall & Taska, Bledi, 2020. "Concentration in US labor markets: Evidence from online vacancy data," Labour Economics, Elsevier, vol. 66(C).
    18. repec:hal:spmain:info:hdl:2441/6d7es28iae9pjoil7092hs41h3 is not listed on IDEAS
    19. Marin, Giovanni & Vona, Francesco, 2019. "Climate policies and skill-biased employment dynamics: Evidence from EU countries," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    20. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    21. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    22. Davis, Steven J. & Faberman, R. Jason & Haltiwanger, John, 2012. "Labor market flows in the cross section and over time," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 1-18.
    23. Jeremy G. Weber, 2020. "How Should We Think about Environmental Policy and Jobs? An Analogy with Trade Policy and an Illustration from U.S. Coal Mining," Review of Environmental Economics and Policy, University of Chicago Press, vol. 14(1), pages 44-66.
    24. Francesco Vona & Giovanni Marin & Davide Consoli & David Popp, 2015. "Green Skills," Working Papers 2015.72, Fondazione Eni Enrico Mattei.
    25. Sanya Carley & David M. Konisky, 2020. "The justice and equity implications of the clean energy transition," Nature Energy, Nature, vol. 5(8), pages 569-577, August.
    26. Marin, Giovanni & Vona, Francesco, 2023. "Finance and the reallocation of scientific, engineering and mathematical talent," Research Policy, Elsevier, vol. 52(5).
    27. Hafstead, Marc A.C. & Williams, Roberton C., 2018. "Unemployment and environmental regulation in general equilibrium," Journal of Public Economics, Elsevier, vol. 160(C), pages 50-65.
    28. Todd M. Gabe & Jaison R. Abel, 2012. "Specialized knowledge and the geographic concentration of occupations," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 435-453, March.
    29. David J Deming & Kadeem Noray, 2020. "Earnings Dynamics, Changing Job Skills, and STEM Careers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1965-2005.
    30. Daron Acemoglu & David Autor & Jonathon Hazell & Pascual Restrepo, 2020. "AI and Jobs: Evidence from Online Vacancies," NBER Working Papers 28257, National Bureau of Economic Research, Inc.
    31. Giovanni Marin & Marianna Marino & Claudia Pellegrin, 2018. "The Impact of the European Emission Trading Scheme on Multiple Measures of Economic Performance," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(2), pages 551-582, October.
    32. Enghin Atalay & Phai Phongthiengtham & Sebastian Sotelo & Daniel Tannenbaum, 2020. "The Evolution of Work in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 1-34, April.
    33. Filippo Bontadini & Francesco Vona, 2020. "Anatomy of Green Specialization: Evidence from EU Production Data, 1995-2015," Working Papers hal-03403070, HAL.
    34. Giovanni Marin & Marianna Marino & Claudia Pellegrin, 2018. "The impact of the European Union Emission Trading Scheme on Multiple Measures of Economic Performance," Post-Print hal-01768870, HAL.
    35. Greg Muttitt & Sivan Kartha, 2020. "Equity, climate justice and fossil fuel extraction: principles for a managed phase out," Climate Policy, Taylor & Francis Journals, vol. 20(8), pages 1024-1042, September.
    36. 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.
    37. 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.
    38. Joseph E. Aldy, 2013. "Policy Monitor A Preliminary Assessment of the American Recovery and Reinvestment Act's Clean Energy Package -super-1," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 136-155, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chao, Chi-Chur & Trinh, Cong Tam & Nguyen, Xuan, 2023. "Carbon neutrality and wage inequality in a sustainable economy: New evidence from business dynamism," Economic Modelling, Elsevier, vol. 127(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marin, Giovanni & Vona, Francesco, 2019. "Climate policies and skill-biased employment dynamics: Evidence from EU countries," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    2. repec:hal:spmain:info:hdl:2441/5ahh4t5kfl8nprei89ignlk5nl is not listed on IDEAS
    3. Vona, Francesco, 2023. "Skills and human capital for the low-carbon transition in developing and emerging economies," FEEM Working Papers 338778, Fondazione Eni Enrico Mattei (FEEM).
    4. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    5. Francesco Vona, 2023. "Skills and human capital for the low-carbon transition in developing and emerging economies," Working Papers 2023.19, Fondazione Eni Enrico Mattei.
    6. Vona, Francesco, 2023. "Managing the distributional effects of climate policies: A narrow path to a just transition," Ecological Economics, Elsevier, vol. 205(C).
    7. Filippo Bontadini & Francesco Vona, 2023. "Anatomy of Green Specialisation: Evidence from EU Production Data, 1995–2015," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(3), pages 707-740, August.
    8. Francesco Vona & Giovanni Marin & Davide Consoli, 2019. "Measures, drivers and effects of green employment: evidence from US local labor markets, 2006–2014," Journal of Economic Geography, Oxford University Press, vol. 19(5), pages 1021-1048.
    9. Marin, Giovanni & Vona, Francesco, 2021. "The impact of energy prices on socioeconomic and environmental performance: Evidence from French manufacturing establishments, 1997–2015," European Economic Review, Elsevier, vol. 135(C).
    10. repec:hal:spmain:info:hdl:2441/1jrfjrj6fp8t6q12fv5lra520c is not listed on IDEAS
    11. repec:hal:spmain:info:hdl:2441/2lpvf5mlr48dkah5qda4hh4e9g is not listed on IDEAS
    12. Filippo Maria D’Arcangelo & Ilai Levin & Alessia Pagani & Mauro Pisu & Åsa Johansson, 2022. "A framework to decarbonise the economy," OECD Economic Policy Papers 31, OECD Publishing.
    13. repec:hal:spmain:info:hdl:2441/6d7es28iae9pjoil7092hs41h3 is not listed on IDEAS
    14. Francesco Vona, 2019. "Job losses and political acceptability of climate policies: why the ‘job-killing’ argument is so persistent and how to overturn it," Climate Policy, Taylor & Francis Journals, vol. 19(4), pages 524-532, April.
    15. Hille, Erik & Möbius, Patrick, 2019. "Do energy prices affect employment? Decomposed international evidence," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 1-21.
    16. E. Mark Curtis & Ioana Marinescu, 2023. "Green Energy Jobs in the United States: What Are They, and Where Are They?," Environmental and Energy Policy and the Economy, University of Chicago Press, vol. 4(1), pages 202-237.
    17. Consoli, Davide & Marin, Giovanni & Rentocchini, Francesco & Vona, Francesco, 2023. "Routinization, within-occupation task changes and long-run employment dynamics," Research Policy, Elsevier, vol. 52(1).
    18. Gaetano Basso & Fabrizio Colonna & Domenico Depalo & Graziella Mendicino, 2023. "The Green Transition and the Italian labour market," Questioni di Economia e Finanza (Occasional Papers) 811, Bank of Italy, Economic Research and International Relations Area.
    19. repec:hal:spmain:info:hdl:2441/6m5kss847r91no96hiublu6anu is not listed on IDEAS
    20. Christina Langer & Simon Wiederhold, 2023. "The Value of Early-Career Skills," Working Papers 222, Bavarian Graduate Program in Economics (BGPE).
    21. repec:hal:spmain:info:hdl:2441/3qoljitavv93bptuhfaq9drocb is not listed on IDEAS
    22. Filippo Bontadini & Francesco Vona, 2020. "Anatomy of Green Specialization: Evidence from EU Production Data, 1995-2015," SciencePo Working papers Main hal-03403070, HAL.
    23. Francesco Vona & Giovanni Marin & Davide Consoli & David Popp, 2015. "Green Skills," Working Papers 2015.72, Fondazione Eni Enrico Mattei.
    24. repec:hal:spmain:info:hdl:2441/13fti1jo4t8vjpe6ko3qrrv2nv is not listed on IDEAS
    25. Janser, Markus, 2018. "The greening of jobs in Germany : First evidence from a text mining based index and employment register data," IAB-Discussion Paper 201814, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    26. Schultheiss, Tobias & Pfister, Curdin & Gnehm, Ann-Sophie & Backes-Gellner, Uschi, 2023. "Education expansion and high-skill job opportunities for workers: Does a rising tide lift all boats?," Labour Economics, Elsevier, vol. 82(C).
    27. repec:hal:spmain:info:hdl:2441/1fkb59dcsg9alqqq6qv18jj5us is not listed on IDEAS
    28. Giovanni Marin & Francesco Vona, 2017. "Finance and the Misallocation of Scientific, Engineering and Mathematical Talent," SciencePo Working papers Main hal-03455397, HAL.
    29. repec:hal:spmain:info:hdl:2441/510i09nqpa8gfpt7na72sknq4q is not listed on IDEAS
    30. 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.

    More about this item

    Keywords

    Labor and Human Capital; Research and Development/Tech Change/Emerging Technologies;

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • 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
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:feemwp:329079. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/feemmit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.