IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v124y2024ics0095069624000081.html
   My bibliography  Save this article

Complementarity between labor and energy: A firm-level analysis

Author

Listed:
  • Bretschger, Lucas
  • Jo, Ara

Abstract

This paper extends the literature on the potential negative employment effects of environmental policy by bringing to the fore a key factor that directly regulates its magnitude: the elasticity of substitution between labor and energy. Using firm-level data from the French manufacturing sector and addressing endogeneity concerns, we provide empirical estimates that point to strong complementarity between labor and energy. We then investigate the empirical relevance of the elasticity of substitution in studying firms’ response to changing energy prices. Our findings suggest that the negative employment effects of rising energy prices are largely driven by firms with limited substitution capacity.

Suggested Citation

  • Bretschger, Lucas & Jo, Ara, 2024. "Complementarity between labor and energy: A firm-level analysis," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
  • Handle: RePEc:eee:jeeman:v:124:y:2024:i:c:s0095069624000081
    DOI: 10.1016/j.jeem.2024.102934
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0095069624000081
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeem.2024.102934?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bartz, Wiebke & Winkler, Adalbert, 2016. "Flexible or fragile? The growth performance of small and young businesses during the global financial crisis — Evidence from Germany," Journal of Business Venturing, Elsevier, vol. 31(2), pages 196-215.
    2. 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.
    3. 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.
    4. Ralf Martin & Mirabelle Muûls & Ulrich J. Wagner, 2016. "The Impact of the European Union Emissions Trading Scheme on Regulated Firms: What Is the Evidence after Ten Years?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 129-148.
    5. 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.
    6. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    7. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    8. Giovanni Marin & Francesco Vona, 2017. "The impact of Energy Prices on Employment and Environmental Performance : Evidence from French Manufacturing Establishments," Documents de Travail de l'OFCE 2017-26, Observatoire Francais des Conjonctures Economiques (OFCE).
    9. Sato, Misato & Singer, Gregor & Dussaux, Damien & Lovo, Stefania, 2019. "International and sectoral variation in industrial energy prices 1995–2015," Energy Economics, Elsevier, vol. 78(C), pages 235-258.
    10. Ulrich Doraszelski & Jordi Jaumandreu, 2018. "Measuring the Bias of Technological Change," Journal of Political Economy, University of Chicago Press, vol. 126(3), pages 1027-1084.
    11. John Hassler & Per Krusell & Conny Olovsson, 2021. "Directed Technical Change as a Response to Natural Resource Scarcity," Journal of Political Economy, University of Chicago Press, vol. 129(11), pages 3039-3072.
    12. Joshua Linn, 2008. "Energy Prices and the Adoption of Energy-Saving Technology," Economic Journal, Royal Economic Society, vol. 118(533), pages 1986-2012, November.
    13. 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).
    14. 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.
    15. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    16. H. S. Houthakker, 1955. "The Pareto Distribution and the Cobb-Douglas Production Function in Activity Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 23(1), pages 27-31.
    17. 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.
    18. 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.
    19. Bretschger, Lucas, 1998. "How to substitute in order to sustain: knowledge driven growth under environmental restrictions," Environment and Development Economics, Cambridge University Press, vol. 3(4), pages 425-442, October.
    20. Haller, Stefanie A. & Hyland, Marie, 2014. "Capital–energy substitution: Evidence from a panel of Irish manufacturing firms," Energy Economics, Elsevier, vol. 45(C), pages 501-510.
    21. 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.
    22. Hassler, John & Olovsson, Conny, 2012. "Energy-Saving Technical Change," CEPR Discussion Papers 9177, C.E.P.R. Discussion Papers.
    23. Yuhn, Ky-hyang, 1991. "Economic Growth, Technical Change Biases, and the Elasticity of Substitution: A Test of the De La Grandville Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 73(2), pages 340-346, May.
    24. 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.
    25. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
    26. Bretschger, Lucas & Smulders, Sjak, 2012. "Sustainability and substitution of exhaustible natural resources," Journal of Economic Dynamics and Control, Elsevier, vol. 36(4), pages 536-549.
    27. repec:hal:spmain:info:hdl:2441/1fkb59dcsg9alqqq6qv18jj5us is not listed on IDEAS
    28. Berndt, Ernst R & Wood, David O, 1975. "Technology, Prices, and the Derived Demand for Energy," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 259-268, August.
    29. Olivier Deschênes, 2011. "Climate Policy and Labor Markets," NBER Chapters, in: The Design and Implementation of US Climate Policy, pages 37-49, National Bureau of Economic Research, Inc.
    30. 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).
    31. Koetse, Mark J. & de Groot, Henri L.F. & Florax, Raymond J.G.M., 2008. "Capital-energy substitution and shifts in factor demand: A meta-analysis," Energy Economics, Elsevier, vol. 30(5), pages 2236-2251, September.
    32. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    33. 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.
    34. Partha Dasgupta & Geoffrey Heal, 1974. "The Optimal Depletion of Exhaustible Resources," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 41(5), pages 3-28.
    35. Rainer Klump & Peter McAdam & Alpo Willman, 2012. "The Normalized Ces Production Function: Theory And Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 26(5), pages 769-799, December.
    36. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    37. Ara Jo, 2020. "The Elasticity of Substitution between Clean and Dirty Energy with Technological Bias," CER-ETH Economics working paper series 20/344, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    38. Damien Dussaux, 2020. "The joint effects of energy prices and carbon taxes on environmental and economic performance: Evidence from the French manufacturing sector," OECD Environment Working Papers 154, OECD Publishing.
    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. Temesgen Woldamanuel Wajebo, 2024. "Determinants of Labour Demand in Manufacturing Sector in Ethiopia," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 67(3), pages 751-782, September.
    2. Çürük, Malik & Rozendaal, Rik, 2022. "Labor Share, Industry Concentration and Energy Prices : Evidence from Europe," Discussion Paper 2022-023, Tilburg University, Center for Economic Research.

    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, 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).
    2. 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).
    3. repec:spo:wpmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    4. Çürük, Malik & Rozendaal, Rik, 2022. "Labor Share, Industry Concentration and Energy Prices : Evidence from Europe," Discussion Paper 2022-023, Tilburg University, Center for Economic Research.
    5. 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.
    6. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    7. Ara Jo & Christos Karydas, 2023. "Firm Heterogeneity, Industry Dynamics and Climate Policy," CER-ETH Economics working paper series 23/378, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    8. Singer, Gregor, 2024. "Complementary inputs and industrial development: can lower electricity prices improve energy efficiency?," LSE Research Online Documents on Economics 122365, London School of Economics and Political Science, LSE Library.
    9. repec:hal:spmain:info:hdl:2441/1jrfjrj6fp8t6q12fv5lra520c is not listed on IDEAS
    10. repec:spo:wpmain:info:hdl:2441/1jrfjrj6fp8t6q12fv5lra520c is not listed on IDEAS
    11. repec:hal:spmain:info:hdl:2441/5ahh4t5kfl8nprei89ignlk5nl is not listed on IDEAS
    12. repec:spo:wpmain:info:hdl:2441/5ahh4t5kfl8nprei89ignlk5nl is not listed on IDEAS
    13. Ara Jo, 2020. "The Elasticity of Substitution between Clean and Dirty Energy with Technological Bias," CER-ETH Economics working paper series 20/344, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    14. Liao, Jiaqi & Zhang, Ning, 2024. "Environmental regulation and manufacturing employment: Evidence from China's Eleventh Five-Year Plan," China Economic Review, Elsevier, vol. 87(C).
    15. Frattini, Federico Fabio & Vona, Francesco & Bontadini, Filippo, 2024. "Does Green Re-industrialization Pay off? Impacts on Employment, Wages and Productivity," FEEM Working Papers 344791, Fondazione Eni Enrico Mattei (FEEM).
    16. Inoue, Emiko & Taniguchi, Hiroya & Yamada, Ken, 2022. "Measuring energy-saving technological change: International trends and differences," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    17. Arjan Trinks & Erik Hille, 2023. "Carbon costs and industrial firm performance: Evidence from international microdata," CPB Discussion Paper 445, CPB Netherlands Bureau for Economic Policy Analysis.
    18. Jiyu Zhao & Ning Zhang, 2023. "Environmental regulation and labor market: a bibliometric analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6095-6116, July.
    19. Vona, Francesco, 2023. "Managing the distributional effects of climate policies: A narrow path to a just transition," Ecological Economics, Elsevier, vol. 205(C).
    20. Zhang, Guanglai & Zhang, Ning, 2024. "Environmental regulation and worker earnings: Evidence from city-level air quality standards in China," Energy Economics, Elsevier, vol. 138(C).
    21. Elliott, Robert J.R. & Kuai, Wenjing & Maddison, David & Ozgen, Ceren, 2024. "Eco-innovation and (green) employment: A task-based approach to measuring the composition of work in firms," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    22. Ara Jo & Alena Miftakhova, 2022. "How Constant is Constant Elasticity of Substitution? Endogenous Substitution between Clean and Dirty Energy," CER-ETH Economics working paper series 22/369, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    23. 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.
    24. repec:hal:spmain:info:hdl:2441/6d7es28iae9pjoil7092hs41h3 is not listed on IDEAS
    25. Jo, Ara & Miftakhova, Alena, 2024. "How constant is constant elasticity of substitution? Endogenous substitution between clean and dirty energy," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    26. 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.
    27. Dechezleprêtre, Antoine & Kozluk, Tomasz & Kruse, Tobias & Nachtigall, Daniel & de Serres, Alain, 2019. "Do Environmental and Economic Performance Go Together? A Review of Micro-level Empirical Evidence from the Past Decade or So," International Review of Environmental and Resource Economics, now publishers, vol. 13(1-2), pages 1-118, April.

    More about this item

    Keywords

    Market-based regulation; Employment; Elasticity of substitution;
    All these keywords.

    JEL classification:

    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:eee:jeeman:v:124:y:2024:i:c:s0095069624000081. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .

    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.