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The optimal green strategies for competitive ocean carriers under potential regulation

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  • Zheng, Wei
  • Li, Bo
  • Song, Dongping

Abstract

Uncertain green regulation and market competition are two major external environmental factors for ocean carriers to consider when making their decisions on business operations. The uncertainty of the green regulation arises from the probability of its occurrence. It is assumed that ocean carriers can adopt one of the two green strategies, i.e., the equipment upgrade strategy or the slow steaming strategy, to comply with the potential green regulation. This paper aims to examine the stable green strategies as well as the pricing decisions of competitive carriers in the shipping market considering the service differentiation and the upgrade risk. A two-period game model is formulated to seek the sub-game perfect Nash equilibrium under potential regulation. We obtain the final sub-game perfect Nash equilibrium, i.e., when the probability of enacting regulation is sufficiently high, there is always one carrier that will adopt the equipment upgrade strategy. However, because of the joint impact of market competition and uncertain regulation, the two carriers will never adopt the equipment upgrade strategy simultaneously. In addition, our results show that the potential regulation sometimes may help the two carriers achieve the optimal outcome. Nevertheless, the carriers may fall into a “sub-optimal outcome” in some situations.

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  • 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.
    • Handle: RePEc:eee:ejores:v:303:y:2022:i:2:p:840-856
    DOI: 10.1016/j.ejor.2022.02.052
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    1. Chen, Rongying & Dong, Jing-Xin & Lee, Chung-Yee, 2016. "Pricing and competition in a shipping market with waste shipments and empty container repositioning," Transportation Research Part B: Methodological, Elsevier, vol. 85(C), pages 32-55.
    2. Sreekumar R. Bhaskaran & V. Krishnan, 2009. "Effort, Revenue, and Cost Sharing Mechanisms for Collaborative New Product Development," Management Science, INFORMS, vol. 55(7), pages 1152-1169, July.
    3. 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.
    4. Shah, Nilopa & Brueckner, Jan K., 2012. "Price and frequency competition in freight transportation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(6), pages 938-953.
    5. Casado, Esteban & Ferrer, Juan-Carlos, 2013. "Consumer price sensitivity in the retail industry: Latitude of acceptance with heterogeneous demand," European Journal of Operational Research, Elsevier, vol. 228(2), pages 418-426.
    6. Zhou, Wei-Hua & Lee, Chung-Yee, 2009. "Pricing and competition in a transportation market with empty equipment repositioning," Transportation Research Part B: Methodological, Elsevier, vol. 43(6), pages 677-691, July.
    7. Yilmaz, Ozhan & Savasaneril, Secil, 2012. "Collaboration among small shippers in a transportation market," European Journal of Operational Research, Elsevier, vol. 218(2), pages 408-415.
    8. Chung-Yee Lee & Christopher S. Tang & Rui Yin & Jaehyung An, 2015. "Fractional Price Matching Policies Arising from the Ocean Freight Service Industry," Production and Operations Management, Production and Operations Management Society, vol. 24(7), pages 1118-1134, July.
    9. Sotiria Lagouvardou & Harilaos N. Psaraftis & Thalis Zis, 2020. "A Literature Survey on Market-Based Measures for the Decarbonization of Shipping," Sustainability, MDPI, vol. 12(10), pages 1-23, May.
    10. Claudio Ferrari & Francesco Parola & Alessio Tei, 2015. "Determinants of slow steaming and implications on service patterns," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(7), pages 636-652, October.
    11. Barry Zondag & Pietro Bucci & Padideh Gützkow & Gerard de Jong, 2010. "Port competition modeling including maritime, port, and hinterland characteristics," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(3), pages 179-194, May.
    12. Zeeshan Raza & Johan Woxenius & Christian Finnsgård, 2019. "Slow Steaming as Part of SECA Compliance Strategies among RoRo and RoPax Shipping Companies," Sustainability, MDPI, vol. 11(5), pages 1-19, March.
    13. 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.
    14. Burel, Fabio & Taccani, Rodolfo & Zuliani, Nicola, 2013. "Improving sustainability of maritime transport through utilization of Liquefied Natural Gas (LNG) for propulsion," Energy, Elsevier, vol. 57(C), pages 412-420.
    15. Ren, Jingzheng & Lützen, Marie, 2017. "Selection of sustainable alternative energy source for shipping: Multi-criteria decision making under incomplete information," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1003-1019.
    16. Haehl, Christian & Spinler, Stefan, 2018. "Capacity expansion under regulatory uncertainty:A real options-based study in international container shipping," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 113(C), pages 75-93.
    17. Song, Zhuzhu & Tang, Wansheng & Zhao, Ruiqing, 2019. "Encroachment and canvassing strategy in a sea-cargo service chain with empty container repositioning," European Journal of Operational Research, Elsevier, vol. 276(1), pages 175-186.
    18. Taner Bilgiç & Refik Güllü, 2016. "Innovation race under revenue and technology uncertainty of heterogeneous firms where the winner does not take all," IISE Transactions, Taylor & Francis Journals, vol. 48(6), pages 527-540, June.
    19. Michael Maloni & Jomon Aliyas Paul & David M Gligor, 2013. "Slow steaming impacts on ocean carriers and shippers," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 15(2), pages 151-171, June.
    20. Mutlu, Fatih & Çetinkaya, Sıla, 2013. "Pricing decisions in a carrier–retailer channel under price-sensitive demand and contract-carriage with common-carriage option," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 51(C), pages 28-40.
    21. Lee, Chung-Yee & Song, Dong-Ping, 2017. "Ocean container transport in global supply chains: Overview and research opportunities," Transportation Research Part B: Methodological, Elsevier, vol. 95(C), pages 442-474.
    22. Christos A. Kontovas & Harilaos N. Psaraftis, 2011. "The link between economy and environment in the post-crisis era: lessons learned from slow steaming," International Journal of Decision Sciences, Risk and Management, Inderscience Enterprises Ltd, vol. 3(3/4), pages 311-326.
    23. Lüer-Villagra, Armin & Marianov, Vladimir, 2013. "A competitive hub location and pricing problem," European Journal of Operational Research, Elsevier, vol. 231(3), pages 734-744.
    24. Sheng, Dian & Li, Zhi-Chun & Fu, Xiaowen & Gillen, David, 2017. "Modeling the effects of unilateral and uniform emission regulations under shipping company and port competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 101(C), pages 99-114.
    25. Wang, Hua & Meng, Qiang & Zhang, Xiaoning, 2014. "Game-theoretical models for competition analysis in a new emerging liner container shipping market," Transportation Research Part B: Methodological, Elsevier, vol. 70(C), pages 201-227.
    26. Fabrizi, Andrea & Guarini, Giulio & Meliciani, Valentina, 2018. "Green patents, regulatory policies and research network policies," Research Policy, Elsevier, vol. 47(6), pages 1018-1031.
    27. Mengdi Zhang & Yufang Fu & Zhiheng Zhao & Saurabh Pratap & George Q. Huang, 2019. "Game theoretic analysis of horizontal carrier coordination with revenue sharing in E-commerce logistics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(5), pages 1524-1551, March.
    28. Tao Lu & Ying-Ju Chen & Jan C. Fransoo & Chung-Yee Lee, 2020. "Shipping to Heterogeneous Customers with Competing Carriers," Manufacturing & Service Operations Management, INFORMS, vol. 22(4), pages 850-867, July.
    29. Mansouri, S. Afshin & Lee, Habin & Aluko, Oluwakayode, 2015. "Multi-objective decision support to enhance environmental sustainability in maritime shipping: A review and future directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 78(C), pages 3-18.
    30. Christian Engau & Volker Hoffmann, 2011. "Corporate response strategies to regulatory uncertainty: evidence from uncertainty about post-Kyoto regulation," Policy Sciences, Springer;Society of Policy Sciences, vol. 44(1), pages 53-80, March.
    31. Choi, Tsan-Ming & Chung, Sai-Ho & Zhuo, Xiaopo, 2020. "Pricing with risk sensitive competing container shipping lines: Will risk seeking do more good than harm?," Transportation Research Part B: Methodological, Elsevier, vol. 133(C), pages 210-229.
    32. Zheng, Wei & Li, Bo & Song, Dong-Ping, 2017. "Effects of risk-aversion on competing shipping lines’ pricing strategies with uncertain demands," Transportation Research Part B: Methodological, Elsevier, vol. 104(C), pages 337-356.
    33. Wang, Shuaian & Meng, Qiang, 2012. "Sailing speed optimization for container ships in a liner shipping network," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(3), pages 701-714.
    34. 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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