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Green Technology Development and Adoption: Competition, Regulation, and Uncertainty—A Global Game Approach

Author

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  • Xin Wang

    (Department of Industrial Engineering and Decision Analytics, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong;)

  • Soo-Haeng Cho

    (Tepper School of Business, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

  • Alan Scheller-Wolf

    (Tepper School of Business, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

Abstract

When a government agency considers tightening a standard on a pollutant, the agency often takes into account the proportion of firms that are able to meet the new standard (what we refer to as the industry’s “voluntary adoption level”) because a higher proportion indicates a more feasible standard. We develop a novel model of regulation in which the probability of a stricter standard being enacted increases with an industry’s voluntary adoption level. In addition, in our model, the benefit of a new green technology is both uncertain and correlated across firms, and firms’ decisions exhibit both strategic substitutability (because the marketing benefit of a new green technology decreases as more firms adopt it) and complementarity (because the stricter standard is more likely to be enforced as more firms adopt it). To analyze such strategic interaction among firms’ decisions under correlated and uncertain payoffs, we use the global game framework recently developed in economics. Our analysis shows that regulation that considers an industry’s voluntary adoption level, compared with regulation that ignores it, can more effectively motivate development of a new green technology. Interestingly, uncertainty in the payoff can, in some situations, help promote development of a new green technology. Finally, we find that more aggressive regulation (a higher probability of enforcing a stricter standard for a given voluntary adoption level) encourages more firms to adopt a green technology once the technology becomes available but may discourage a firm from developing it in the first place when facing intense competition. Therefore, for an industry with intense competition, a government agency should exercise caution about being too aggressive with regulation, which could potentially stifle innovation.

Suggested Citation

  • 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.
  • Handle: RePEc:inm:ormnsc:v:67:y:2021:i:1:p:201-219
    DOI: 10.1287/mnsc.2019.3538
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    as
    1. Lyon,Thomas P. & Maxwell,John W., 2004. "Corporate Environmentalism and Public Policy," Cambridge Books, Cambridge University Press, number 9780521819473.
    2. Morris, Stephen & Shin, Hyun Song, 1998. "Unique Equilibrium in a Model of Self-Fulfilling Currency Attacks," American Economic Review, American Economic Association, vol. 88(3), pages 587-597, June.
    3. 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.
    4. Basak Kalkanci & Erica L. Plambeck, 2020. "Managing Supplier Social and Environmental Impacts with Voluntary Versus Mandatory Disclosure to Investors," Management Science, INFORMS, vol. 66(8), pages 3311-3328, August.
    5. Innes, Robert & Bial, Joseph J, 2002. "Inducing Innovation in the Environmental Technology of Oligopolistic Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 50(3), pages 265-287, September.
    6. Eric W. Welch & Allan Mazur & Stuart Bretschneider, 2000. "Voluntary behavior by electric utilities: Levels of adoption and contribution of the climate challenge program to the reduction of carbon dioxide," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(3), pages 407-425.
    7. Carlsson, Hans & van Damme, Eric, 1993. "Global Games and Equilibrium Selection," Econometrica, Econometric Society, vol. 61(5), pages 989-1018, September.
    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. Carrión-Flores, Carmen E. & Innes, Robert & Sam, Abdoul G., 2013. "Do voluntary pollution reduction programs (VPRs) spur or deter environmental innovation? Evidence from 33/50," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 444-459.
    10. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818728.
    11. Karp, Larry & Lee, In Ho & Mason, Robin, 2007. "A global game with strategic substitutes and complements," Games and Economic Behavior, Elsevier, vol. 60(1), pages 155-175, July.
    12. Hattori, Keisuke, 2017. "Optimal combination of innovation and environmental policies under technology licensing," Economic Modelling, Elsevier, vol. 64(C), pages 601-609.
    13. Guillaume Plantin & Haresh Sapra & Hyun Song Shin, 2008. "Marking‐to‐Market: Panacea or Pandora's Box?," Journal of Accounting Research, Wiley Blackwell, vol. 46(2), pages 435-460, May.
    14. Katz, Michael L & Shapiro, Carl, 1986. "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 822-841, August.
    15. Anton, W.R.Q.Wilma Rose Q. & Deltas, George & Khanna, Madhu, 2004. "Incentives for environmental self-regulation and implications for environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 632-654, July.
    16. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524131.
    17. Heyes, Anthony G., 2005. "A signaling motive for self-regulation in the shadow of coercion," Journal of Economics and Business, Elsevier, vol. 57(3), pages 238-246.
    18. 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.
    19. Christian Langpap, 2015. "Voluntary agreements and private enforcement of environmental regulation," Journal of Regulatory Economics, Springer, vol. 47(1), pages 99-116, February.
    20. Farrell, Joseph & Klemperer, Paul, 2007. "Coordination and Lock-In: Competition with Switching Costs and Network Effects," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 31, pages 1967-2072, Elsevier.
    21. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    22. Robert Innes & Joseph J Bial, 2002. "Inducing Innovation in the Environmental Technology of Oligopolistic Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 50(3), pages 265-287, September.
    23. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818742.
    24. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524117.
    25. 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.
    26. Iván Werning & George-Marios Angeletos, 2006. "Crises and Prices: Information Aggregation, Multiplicity, and Volatility," American Economic Review, American Economic Association, vol. 96(5), pages 1720-1736, December.
    27. Lyon, Thomas P. & Maxwell, John W., 2003. "Self-regulation, taxation and public voluntary environmental agreements," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1453-1486, August.
    28. Rossella Argenziano, 2008. "Differentiated networks: equilibrium and efficiency," RAND Journal of Economics, RAND Corporation, vol. 39(3), pages 747-769, September.
    29. 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.
    30. Ying-Ju Chen & Christopher S. Tang, 2015. "The Economic Value of Market Information for Farmers in Developing Economies," Production and Operations Management, Production and Operations Management Society, vol. 24(9), pages 1441-1452, September.
    31. Daniel L. Millimet & Santanu Roy & Aditi Sengupta, 2009. "Environmental Regulations and Economic Activity: Influence on Market Structure," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 99-118, September.
    32. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818735.
    33. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524124.
    34. Puller, Steven L., 2006. "The strategic use of innovation to influence regulatory standards," Journal of Environmental Economics and Management, Elsevier, vol. 52(3), pages 690-706, November.
    35. Mathias Dewatripont & Lars Peter Hansen & Stephen Turnovsky, 2003. "Advances in economics and econometrics :theory and applications," ULB Institutional Repository 2013/9557, ULB -- Universite Libre de Bruxelles.
    36. Tarui, Nori & Polasky, Stephen, 2005. "Environmental regulation with technology adoption, learning and strategic behavior," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 447-467, November.
    37. A. Gürhan Kök & Kevin Shang & Şafak Yücel, 2018. "Impact of Electricity Pricing Policies on Renewable Energy Investments and Carbon Emissions," Management Science, INFORMS, vol. 64(1), pages 131-148, January.
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    2. Zheng, Shiyuan & Jiang, Changmin & Fu, Xiaowen & Ge, Ying-En & Shu, Jia, 2022. "Subsidies for green technology adoption under uncertain demand and incomplete information," Omega, Elsevier, vol. 112(C).
    3. Prasad Siba Borah & Courage Simon Kofi Dogbe & Michael D. Dzandu & Wisdom Wise Kwabla Pomegbe, 2023. "Forging organizational resilience through green value co‐creation: The role of green technology, green operations, and green transaction capabilities," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 5734-5747, December.
    4. Ma, Xin & Fan, Di & Zhou, Yi & Yang, Cheng-Hu, 2021. "The impact of inspection on the sustainable production strategy: Environmental violation and abatement in emerging markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 150(C).
    5. Xia, Jing & Niu, Wenju & Chen, Xiaolin & Zhang, Lianmin, 2023. "Investing in a shared supplier to encourage environmental responsibility under spillovers and demand uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 174(C).
    6. Feng Tao & Yan Zhou & Junsong Bian & Kin Keung Lai, 2023. "Optimal channel structure for a green supply chain with consumer green-awareness demand," Annals of Operations Research, Springer, vol. 324(1), pages 601-628, May.
    7. Ma, Xin & Talluri, Srinivas & Ferguson, Mark & Tiwari, Sunil, 2022. "Strategic production and responsible sourcing decisions under an emissions trading scheme," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1429-1443.
    8. 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.
    9. Lai, Zhixuan & Lou, Gaoxiang & Ma, Haicheng & Chung, Sai-Ho & Wen, Xin & Fan, Tijun, 2022. "Optimal green supply chain financing strategy: Internal collaborative financing and external investments," International Journal of Production Economics, Elsevier, vol. 253(C).
    10. Niu, Baozhuang & Chen, Yuyang & Zeng, Fanzhuo, 2023. "One step further for procurement cooperation: Will the industry leader benefit from its competitive manufacturer's joint determination of consumption quality?," European Journal of Operational Research, Elsevier, vol. 311(3), pages 989-1008.
    11. Wang, Mingxi & Hu, Yi & Wang, Shouyang & Dang, Chuangyin, 2023. "The optimal carbon tax mechanism for managing carbon emissions," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    12. Dai, Yeming & Yang, Xinyu & Leng, Mingming, 2022. "Forecasting power load: A hybrid forecasting method with intelligent data processing and optimized artificial intelligence," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    13. Wenwen Wang & Linzhao Xue & Ming Zhang, 2023. "Research on environmental regulation behavior among local government, enterprises, and consumers from the perspective of dynamic cost of enterprises," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(1), pages 917-937, January.

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