IDEAS home Printed from https://ideas.repec.org/a/eee/ejores/v305y2023i3p1100-1112.html
   My bibliography  Save this article

Firms’ production and green technology strategies: The role of emission asymmetry and carbon taxes

Author

Listed:
  • Fu, Ke
  • Li, Yanzhi
  • Mao, Huiqiang
  • Miao, Zhaowei

Abstract

Firms in major polluting industries have different carbon intensities. The degree of emission asymmetry varies in different industries. In some industries, the carbon intensity of some firms may be several times higher than that of others. Yet surprisingly, emission asymmetry has been largely ignored in the literature. In this paper, we adopt a game-theoretical framework that incorporates emission asymmetry with a carbon tax and imperfect competition. We show that emission asymmetry plays a key role in shaping firms’ production and investment decisions toward green technologies. Due to emission asymmetry, among other factors, a carbon tax does not necessarily induce the adoption of green technology. Nevertheless, upon the introduction of a carbon tax, the carbon-inefficient firm is more likely to benefit from the green technology than the carbon-efficient firm because the green technology can mitigate or even eliminate the initial emission asymmetry. This might be an important driver for firms to further invest in new technology to have an edge over their rivals. One particularly compelling insight is that besides social welfare, industry profit may also improve upon the introduction of a carbon tax if it is properly enacted. Our findings therefore provide renewed support for alleviation of the economic concerns of governments as well as businesses and the general public about the impact of tightening environmental regulations. Policymakers may also foster green technology through well-designed carbon regulations.

Suggested Citation

  • Fu, Ke & Li, Yanzhi & Mao, Huiqiang & Miao, Zhaowei, 2023. "Firms’ production and green technology strategies: The role of emission asymmetry and carbon taxes," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1100-1112.
  • Handle: RePEc:eee:ejores:v:305:y:2023:i:3:p:1100-1112
    DOI: 10.1016/j.ejor.2022.06.024
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0377221722004994
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ejor.2022.06.024?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Ian W.H. Parry & Michael Toman, 2002. "Early Emission Reduction Programs: An Application to CO2 Policy," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 73-95.
    2. Barbosa-Póvoa, Ana Paula & da Silva, Cátia & Carvalho, Ana, 2018. "Opportunities and challenges in sustainable supply chain: An operations research perspective," European Journal of Operational Research, Elsevier, vol. 268(2), pages 399-431.
    3. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    4. Demailly, Damien & Quirion, Philippe, 2008. "European Emission Trading Scheme and competitiveness: A case study on the iron and steel industry," Energy Economics, Elsevier, vol. 30(4), pages 2009-2027, July.
    5. Xiting Gong & Sean X. Zhou, 2013. "Optimal Production Planning with Emissions Trading," Operations Research, INFORMS, vol. 61(4), pages 908-924, August.
    6. Barnett, A H, 1980. "The Pigouvian Tax Rule under Monopoly," American Economic Review, American Economic Association, vol. 70(5), pages 1037-1041, December.
    7. Antoine Dechezleprêtre & Misato Sato, 2017. "The Impacts of Environmental Regulations on Competitiveness," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 183-206.
    8. Felipe Caro & Charles J. Corbett & Tarkan Tan & Rob Zuidwijk, 2013. "Double Counting in Supply Chain Carbon Footprinting," Manufacturing & Service Operations Management, INFORMS, vol. 15(4), pages 545-558, October.
    9. Baumol, William J, 1972. "On Taxation and the Control of Externalities," American Economic Review, American Economic Association, vol. 62(3), pages 307-322, June.
    10. David F. Drake & Paul R. Kleindorfer & Luk N. Van Wassenhove, 2016. "Technology Choice and Capacity Portfolios under Emissions Regulation," Production and Operations Management, Production and Operations Management Society, vol. 25(6), pages 1006-1025, June.
    11. Jung, Seung Hwan & Feng, Tianjun, 2020. "Government subsidies for green technology development under uncertainty," European Journal of Operational Research, Elsevier, vol. 286(2), pages 726-739.
    12. Yang, Rui & Tang, Wansheng & Zhang, Jianxiong, 2021. "Technology improvement strategy for green products under competition: The role of government subsidy," European Journal of Operational Research, Elsevier, vol. 289(2), pages 553-568.
    13. Meredith Fowlie & Mar Reguant & Stephen P. Ryan, 2016. "Market-Based Emissions Regulation and Industry Dynamics," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 249-302.
    14. Lin, Xiaogang & Chen, Danna & Zhou, Yong-Wu & Lin, Qiang, 2022. "Horizontal mergers in low carbon manufacturing," European Journal of Operational Research, Elsevier, vol. 297(1), pages 359-368.
    15. Paul Lanoie & Jérémy Laurent‐Lucchetti & Nick Johnstone & Stefan Ambec, 2011. "Environmental Policy, Innovation and Performance: New Insights on the Porter Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 803-842, September.
    16. Mari Rege, 2000. "Strategic Policy and Environmental Quality: Helping the Domestic Industry to Provide Credible Information," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 15(3), pages 279-296, March.
    17. Fredrik Carlsson, 2000. "Environmental Taxation and Strategic Commitment in Duopoly Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 15(3), pages 243-256, March.
    18. David F. Drake, 2018. "Carbon Tariffs: Effects in Settings with Technology Choice and Foreign Production Cost Advantage," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 667-686, October.
    19. World Bank, "undated". "State and Trends of Carbon Pricing 2020 [Situación y tendencias de la fijación del precio al carbono 2020]," World Bank Publications - Reports 33809, The World Bank Group.
    20. Ambec, Stefan & Barla, Philippe, 2007. "Survol des fondements théoriques de l’hypothèse de Porter," L'Actualité Economique, Société Canadienne de Science Economique, vol. 83(3), pages 399-413, septembre.
    21. Aghion, Ph. & Dewatripont, M. & Rey, P., 1997. "Corporate governance, competition policy and industrial policy," European Economic Review, Elsevier, vol. 41(3-5), pages 797-805, April.
    22. Buchanan, James M, 1969. "External Diseconomies, Corrective Taxes, and Market Structure," American Economic Review, American Economic Association, vol. 59(1), pages 174-177, March.
    23. Gérard P. Cachon, 2014. "Retail Store Density and the Cost of Greenhouse Gas Emissions," Management Science, INFORMS, vol. 60(8), pages 1907-1925, August.
    24. Ximin (Natalie) Huang & Tarkan Tan & L. Beril Toktay, 2021. "Carbon Leakage: The Impact of Asymmetric Regulation on Carbon‐Emitting Production," Production and Operations Management, Production and Operations Management Society, vol. 30(6), pages 1886-1903, June.
    25. Seung Jae Park & Gérard P. Cachon & Guoming Lai & Sridhar Seshadri, 2015. "Supply Chain Design and Carbon Penalty: Monopoly vs. Monopolistic Competition," Production and Operations Management, Production and Operations Management Society, vol. 24(9), pages 1494-1508, September.
    26. Baumol,William J. & Oates,Wallace E., 1988. "The Theory of Environmental Policy," Cambridge Books, Cambridge University Press, number 9780521322249.
    27. Bai, Qingguo & Xu, Jianteng & Gong, Yeming & Chauhan, Satyaveer S., 2022. "Robust decisions for regulated sustainable manufacturing with partial demand information: Mandatory emission capacity versus emission tax," European Journal of Operational Research, Elsevier, vol. 298(3), pages 874-893.
    28. Turken, Nazli & Carrillo, Janice & Verter, Vedat, 2020. "Strategic supply chain decisions under environmental regulations: When to invest in end-of-pipe and green technology," European Journal of Operational Research, Elsevier, vol. 283(2), pages 601-613.
    29. Simpson, R. David & Bradford, Robert III, 1996. "Taxing Variable Cost: Environmental Regulation as Industrial Policy," Journal of Environmental Economics and Management, Elsevier, vol. 30(3), pages 282-300, May.
    30. Nur Sunar & Erica Plambeck, 2016. "Allocating Emissions Among Co-Products: Implications for Procurement and Climate Policy," Manufacturing & Service Operations Management, INFORMS, vol. 18(3), pages 414-428, July.
    31. Karen Palmer & Wallace E. Oates & Paul R. Portney & Karen Palmer & Wallace E. Oates & Paul R. Portney, 2004. "Tightening Environmental Standards: The Benefit-Cost or the No-Cost Paradigm?," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 3, pages 53-66, Edward Elgar Publishing.
    32. Christos Constantatos & Markus Herrmann, 2011. "Market Inertia and the Introduction of Green Products: Can Strategic Effects Justify the Porter Hypothesis?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(2), pages 267-284, October.
    33. Kennedy, Peter, 1994. "Innovation stochastique et coût de la réglementation environnementale," L'Actualité Economique, Société Canadienne de Science Economique, vol. 70(2), pages 199-209, juin.
    34. Michael Greenstone & Elizabeth Kopits & Ann Wolverton, 2013. "Developing a Social Cost of Carbon for US Regulatory Analysis: A Methodology and Interpretation," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 23-46, January.
    35. Feichtinger, Gustav & Lambertini, Luca & Leitmann, George & Wrzaczek, Stefan, 2022. "Managing the tragedy of commons and polluting emissions: A unified view," European Journal of Operational Research, Elsevier, vol. 303(1), pages 487-499.
    36. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
    37. Smith, V Kerry & Walsh, Randy, 2000. "Do Painless Environmental Policies Exist?," Journal of Risk and Uncertainty, Springer, vol. 21(1), pages 73-94, July.
    38. Trinks, Arjan & Mulder, Machiel & Scholtens, Bert, 2020. "An Efficiency Perspective on Carbon Emissions and Financial Performance," Ecological Economics, Elsevier, vol. 175(C).
    39. Alegoz, Mehmet & Kaya, Onur & Bayindir, Z. Pelin, 2021. "A comparison of pure manufacturing and hybrid manufacturing–remanufacturing systems under carbon tax policy," European Journal of Operational Research, Elsevier, vol. 294(1), pages 161-173.
    40. Fullerton, Don & Metcalf, Gilbert E., 2002. "Cap and trade policies in the presence of monopoly and distortionary taxation," Resource and Energy Economics, Elsevier, vol. 24(4), pages 327-347, November.
    41. Bian, Junsong & Zhao, Xuan, 2020. "Tax or subsidy? An analysis of environmental policies in supply chains with retail competition," European Journal of Operational Research, Elsevier, vol. 283(3), pages 901-914.
    42. Udo Ebert & Oskar von dem Hagen, 1998. "Pigouvian Taxes Under Imperfect Competition If Consumption Depends on Emissions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 12(4), pages 507-513, December.
    43. Zhou, P. & Wen, Wen, 2020. "Carbon-constrained firm decisions: From business strategies to operations modeling," European Journal of Operational Research, Elsevier, vol. 281(1), pages 1-15.
    44. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    45. Yanfang Zheng & Wenhui Zhou & Xi Chen & Weixiang Huang, 2021. "The effect of emission permit allocation in an early-stage cap-and-trade for a duopoly market," International Journal of Production Research, Taylor & Francis Journals, vol. 59(3), pages 909-925, February.
    46. Robert D. Mohr & Shrawantee Saha, 2008. "Distribution of Environmental Costs and Benefits, Additional Distortions, and the Porter Hypothesis," Land Economics, University of Wisconsin Press, vol. 84(4), pages 689-700.
    47. Jun-Yeon Lee, 2020. "Investing in carbon emissions reduction in the EOQ model," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(8), pages 1289-1300, August.
    48. C. Gizem Korpeoglu & Ersin Körpeoğlu & Soo-Haeng Cho, 2020. "Supply Chain Competition: A Market Game Approach," Management Science, INFORMS, vol. 66(12), pages 5648-5664, December.
    49. Krishnan S. Anand & François C. Giraud-Carrier, 2020. "Pollution Regulation of Competitive Markets," Management Science, INFORMS, vol. 66(9), pages 4193-4206, September.
    50. Ravi Anupindi & Yehuda Bassok, 1999. "Centralization of Stocks: Retailers vs. Manufacturer," Management Science, INFORMS, vol. 45(2), pages 178-191, February.
    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. Niu, Baozhuang & Zhang, Nan & Zhang, Jianhua, 2024. "How to Induce Multinational Firms’ Local Sourcing to Break Carbon Lock-in?," European Journal of Operational Research, Elsevier, vol. 315(2), pages 613-625.
    2. Mashud, Abu Hashan Md & Chakrabortty, Ripon K. & Hussain, Omar K. & Choi, Tsan-Ming, 2024. "Reducing emissions from production and distribution in three-echelon supply chains," International Journal of Production Economics, Elsevier, vol. 271(C).
    3. Golmohammadi, Amirmohsen & Kraft, Tim & Monemian, Seyedamin, 2024. "Setting the deadline and the penalty policy for a new environmental standard," European Journal of Operational Research, Elsevier, vol. 315(1), pages 88-101.
    4. Dou, Guowei & Choi, Tsan-Ming, 2024. "Compete or cooperate? Effects of channel relationships on government policies for sustainability," European Journal of Operational Research, Elsevier, vol. 313(2), pages 718-732.
    5. Deyun Xiao & Luyao Gao & Lijia Xu & Zongjun Wang & Wu Wei, 2023. "Revisiting the Green Growth Effect of Foreign Direct Investment from the Perspective of Environmental Regulation: Evidence from China," IJERPH, MDPI, vol. 20(3), pages 1-20, February.

    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. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    2. Requate, Till, 2005. "Environmental Policy under Imperfect Competition: A Survey," Economics Working Papers 2005-12, Christian-Albrechts-University of Kiel, Department of Economics.
    3. Du, Shaofu & Huang, Chong & Yan, Xia & Tang, Wenzhi, 2024. "Voluntary green technology adoption: The effects of regulatory uncertainty and competition," European Journal of Operational Research, Elsevier, vol. 315(2), pages 528-540.
    4. Wang, Xinyu & Sethi, Suresh P. & Chang, Shuhua, 2022. "Pollution abatement using cap-and-trade in a dynamic supply chain and its coordination," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    5. Feichtinger, Gustav & Lambertini, Luca & Leitmann, George & Wrzaczek, Stefan, 2022. "Managing the tragedy of commons and polluting emissions: A unified view," European Journal of Operational Research, Elsevier, vol. 303(1), pages 487-499.
    6. André, Francisco J., 2015. "Strategic Effects and the Porter Hypothesis," MPRA Paper 62237, University Library of Munich, Germany.
    7. Claudia Ranocchia & Luca Lambertini, 2021. "Porter Hypothesis vs Pollution Haven Hypothesis: Can There Be Environmental Policies Getting Two Eggs in One Basket?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(1), pages 177-199, January.
    8. Fei Gao & Gilvan C. Souza, 2022. "Carbon Offsetting with Eco-Conscious Consumers," Management Science, INFORMS, vol. 68(11), pages 7879-7897, November.
    9. Eric Giraud-Héraud & Jean-Pierre Ponssard & Bernard Sinclair Desgagné & Louis-Georges Soler, 2016. "The agro-food industry, public health, and environmental protection: investigating the Porter hypothesis in food regulation," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(2), pages 127-140, September.
    10. Chakraborty, Pavel & Chatterjee, Chirantan, 2017. "Does environmental regulation indirectly induce upstream innovation? New evidence from India," Research Policy, Elsevier, vol. 46(5), pages 939-955.
    11. Golmohammadi, Amirmohsen & Kraft, Tim & Monemian, Seyedamin, 2024. "Setting the deadline and the penalty policy for a new environmental standard," European Journal of Operational Research, Elsevier, vol. 315(1), pages 88-101.
    12. Xiaoshuai Fan & Kanglin Chen & Ying-Ju Chen, 2023. "Is Price Commitment a Better Solution to Control Carbon Emissions and Promote Technology Investment?," Management Science, INFORMS, vol. 69(1), pages 325-341, January.
    13. Andr, Francisco J. & Gonzlez, Paula & Porteiro, Nicols, 2009. "Strategic quality competition and the Porter Hypothesis," Journal of Environmental Economics and Management, Elsevier, vol. 57(2), pages 182-194, March.
    14. Dominique Bianco & Evens Salies, 2017. "The Strong Porter Hypothesis in an Endogenous Growth Model with Satisficing Managers," Economics Bulletin, AccessEcon, vol. 37(4), pages 2641-2654.
    15. Chen, Xi, 2018. "When does store consolidation lead to higher emissions?," International Journal of Production Economics, Elsevier, vol. 202(C), pages 109-122.
    16. repec:spo:wpmain:info:hdl:2441/vetkngao585gaehs52f2n4fkt is not listed on IDEAS
    17. Li, Wei & Wang, Peilin & Cheng, Wencheng & Nie, Kai, 2024. "Transnational remanufacturing decisions under carbon taxes and tariffs," European Journal of Operational Research, Elsevier, vol. 312(1), pages 150-163.
    18. Zhang, Yijun & Song, Yi, 2022. "Tax rebates, technological innovation and sustainable development: Evidence from Chinese micro-level data," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    19. repec:hal:spmain:info:hdl:2441/vetkngao585gaehs52f2n4fkt is not listed on IDEAS
    20. Earnhart, Dietrich & Germeshausen, Robert & von Graevenitz, Kathrine, 2022. "Effects of information-based regulation on financial outcomes: Evidence from the European Union's public emission registry," ZEW Discussion Papers 22-015, ZEW - Leibniz Centre for European Economic Research.
    21. Amann, Juergen & Cantore, Nicola & Calí, Massimiliano & Todorov, Valentin & Cheng, Charles Fang Chin, 2021. "Switching it up: The effect of energy price reforms in Oman," World Development, Elsevier, vol. 142(C).
    22. Zhou, Xiaoyang & Wei, Xiaoya & Lin, Jun & Tian, Xin & Lev, Benjamin & Wang, Shouyang, 2021. "Supply chain management under carbon taxes: A review and bibliometric analysis," Omega, Elsevier, vol. 98(C).

    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:ejores:v:305:y:2023:i:3:p:1100-1112. 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/eor .

    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.