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Voluntary green technology adoption: The effects of regulatory uncertainty and competition

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  • Du, Shaofu
  • Huang, Chong
  • Yan, Xia
  • Tang, Wenzhi

Abstract

Stricter environmental regulations force firms to adopt green technology. However, firms have realized that the more they voluntarily adopt green technology, the higher the probability that stricter new regulations will be enforced. Thus, firms may delay adopting green technology to resist stricter regulations. Conversely, some firms choose voluntary adoption to gain a market advantage over their rivals. Considering the impact of firms’ adoption decisions on the enforcement of new regulations and product competition, this study develops a two-period game model to investigate how competing firms adopt green technology when facing a potentially stricter regulation. The Nash equilibrium shows that if the basic probability of the new regulation is moderate, firms will differentiate their products through green technology to alleviate price competition; if the probability is high, firms will voluntarily adopt green technology; otherwise, they will wait until the government enforces a stricter regulation and mandates them to adopt green technology. Interestingly, our results show that potentially stricter regulations will induce firms to behave strategically. When firms’ green cost difference is small, competing firms will collude to delay stricter regulations by not adopting green technology. However, when firms’ green cost difference is significant, the low-cost firm tends to adopt green technology to lobby for new regulations and gain a cost advantage. Our work not only provides an economic explanation for the different adoption behaviors of firms but also provides managerial insights for competing firms as well as policy insights for the government.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:ejores:v:315:y:2024:i:2:p:528-540
    DOI: 10.1016/j.ejor.2023.11.042
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    as
    1. Conrad, Klaus & Wastl, Dieter, 1995. "The Impact of Environmental Regulation on Productivity in German Industries," Empirical Economics, Springer, vol. 20(4), pages 615-633.
    2. Y.H. Farzin & P.M. Kort, 2000. "Pollution Abatement Investment When Environmental Regulation Is Uncertain," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 2(2), pages 183-212, April.
    3. Shao, Lulu & Yang, Jun & Zhang, Min, 2017. "Subsidy scheme or price discount scheme? Mass adoption of electric vehicles under different market structures," European Journal of Operational Research, Elsevier, vol. 262(3), pages 1181-1195.
    4. Zhu, Wenge & He, Yuanjie, 2017. "Green product design in supply chains under competition," European Journal of Operational Research, Elsevier, vol. 258(1), pages 165-180.
    5. Hua, Guowei & Cheng, T.C.E. & Wang, Shouyang, 2011. "Managing carbon footprints in inventory management," International Journal of Production Economics, Elsevier, vol. 132(2), pages 178-185, August.
    6. Liu, Zugang (Leo) & Anderson, Trisha D. & Cruz, Jose M., 2012. "Consumer environmental awareness and competition in two-stage supply chains," European Journal of Operational Research, Elsevier, vol. 218(3), pages 602-613.
    7. Ritzenhofen, Ingmar & Spinler, Stefan, 2016. "Optimal design of feed-in-tariffs to stimulate renewable energy investments under regulatory uncertainty — A real options analysis," Energy Economics, Elsevier, vol. 53(C), pages 76-89.
    8. Baker, Erin & Shittu, Ekundayo, 2006. "Profit-maximizing R&D in response to a random carbon tax," Resource and Energy Economics, Elsevier, vol. 28(2), pages 160-180, May.
    9. 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.
    10. Meng, Xiaoge & Yao, Zhong & Nie, Jiajia & Zhao, Yingxue & Li, Zenglu, 2018. "Low-carbon product selection with carbon tax and competition: Effects of the power structure," International Journal of Production Economics, Elsevier, vol. 200(C), pages 224-230.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. Manu Goyal & Serguei Netessine, 2007. "Strategic Technology Choice and Capacity Investment Under Demand Uncertainty," Management Science, INFORMS, vol. 53(2), pages 192-207, February.
    16. Zheng, Wei & Li, Bo & Song, Dongping, 2022. "The optimal green strategies for competitive ocean carriers under potential regulation," European Journal of Operational Research, Elsevier, vol. 303(2), pages 840-856.
    17. Letmathe, Peter & Balakrishnan, Nagraj, 2005. "Environmental considerations on the optimal product mix," European Journal of Operational Research, Elsevier, vol. 167(2), pages 398-412, December.
    18. Jianming Zhang & Gongqian Liang & Taiwen Feng & Chunlin Yuan & Wenbo Jiang, 2020. "Green innovation to respond to environmental regulation: How external knowledge adoption and green absorptive capacity matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(1), pages 39-53, January.
    19. Malhotra, Neil & Monin, Benoît & Tomz, Michael, 2019. "Does Private Regulation Preempt Public Regulation?," American Political Science Review, Cambridge University Press, vol. 113(1), pages 19-37, February.
    20. Tim Kraft & Gal Raz, 2017. "Collaborate or Compete: Examining Manufacturers' Replacement Strategies for a Substance of Concern," Production and Operations Management, Production and Operations Management Society, vol. 26(9), pages 1646-1662, September.
    21. Yalabik, Baris & Fairchild, Richard J., 2011. "Customer, regulatory, and competitive pressure as drivers of environmental innovation," International Journal of Production Economics, Elsevier, vol. 131(2), pages 519-527, June.
    22. Zhang, Bin & Xu, Liang, 2013. "Multi-item production planning with carbon cap and trade mechanism," International Journal of Production Economics, Elsevier, vol. 144(1), pages 118-127.
    23. 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.
    24. Tang, Wenzhi & Du, Shaofu & Hu, Li & Wang, Bill & Zhu, Yangguang, 2022. "The effects of leadership in Clean Development Mechanism low-carbon operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    25. Maxime C. Cohen & Ruben Lobel & Georgia Perakis, 2016. "The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption," Management Science, INFORMS, vol. 62(5), pages 1235-1258, May.
    26. Ciwei Dong & Bin Shen & Pui-Sze Chow & Liu Yang & Chi To Ng, 2016. "Sustainability investment under cap-and-trade regulation," Annals of Operations Research, Springer, vol. 240(2), pages 509-531, May.
    27. Krishnan S. Anand & François C. Giraud-Carrier, 2020. "Pollution Regulation of Competitive Markets," Management Science, INFORMS, vol. 66(9), pages 4193-4206, September.
    28. Albert Czerny & Peter Letmathe, 2017. "Eco‐efficiency: GHG reduction related environmental and economic performance. The case of the companies participating in the EU Emissions Trading Scheme," Business Strategy and the Environment, Wiley Blackwell, vol. 26(6), pages 791-806, September.
    29. Xin Wang & Soo-Haeng Cho & Alan Scheller-Wolf, 2021. "Green Technology Development and Adoption: Competition, Regulation, and Uncertainty—A Global Game Approach," Management Science, INFORMS, vol. 67(1), pages 201-219, January.
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