IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v126y2022icp280-291.html
   My bibliography  Save this article

Optimal subsidy policies of the Chinese cruise market under the impact of COVID-19

Author

Listed:
  • Liu, Jiaguo
  • Zhao, Aixiang
  • Kong, Yudan
  • Wang, Junjin

Abstract

The spread of the COVID-19 pandemic has caused severe damage to the Chinese cruise market since 2020. It is crucial for the local government to reformulate the subsidy policy to respond to the changing environment. We propose a cruise supply chain system to investigate the choice of subsidy recipients and the setting of optimal subsidy levels with a budget-constrained government during the access restriction period and post-epidemic period. We find that in both periods, as long as the subsidy achieves the optimal level, either the cruise lines, the travel agency, or the passengers as recipients of the subsidy policy can maximize the market demand and recover the cruise market after the COVID-19 outbreak. However, as the budget increases, subsidizing passengers can improve the “low price dilemma” of the Chinese cruise market. Compared with the access restriction period, the local government should adjust the subsidy level in the post-epidemic period. Interestingly, the subsidy policy does not always positively impact the international cruise line's profit in the post-epidemic period.

Suggested Citation

  • Liu, Jiaguo & Zhao, Aixiang & Kong, Yudan & Wang, Junjin, 2022. "Optimal subsidy policies of the Chinese cruise market under the impact of COVID-19," Transport Policy, Elsevier, vol. 126(C), pages 280-291.
  • Handle: RePEc:eee:trapol:v:126:y:2022:i:c:p:280-291
    DOI: 10.1016/j.tranpol.2022.07.017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X22002049
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2022.07.017?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. Li, Diansheng & Qu, Yuanyuan & Ma, Yanhong, 2020. "Study on the impact of subsidies for overlapping hinterland shippers on port competition," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 24-37.
    2. Jiayi Joey Yu & Christopher S. Tang & Zuo-Jun Max Shen, 2018. "Improving Consumer Welfare and Manufacturer Profit via Government Subsidy Programs: Subsidizing Consumers or Manufacturers?," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 752-766, October.
    3. Li, Siping & Zhou, Yaoming & Kundu, Tanmoy & Zhang, Fangni, 2021. "Impact of entry restriction policies on international air transport connectivity during COVID-19 pandemic," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    4. Hu, Qiaolin & Gu, Weihua & Wang, Shuaian, 2022. "Optimal subsidy scheme design for promoting intermodal freight transport," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    5. Qu, Chenrui & Zeng, Qingcheng & Li, Kevin X. & Lin, Kun-Chin, 2020. "Modeling incentive strategies for landside integration in multimodal transport chains," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 47-64.
    6. Zhou, Yaoming & Kundu, Tanmoy & Qin, Wei & Goh, Mark & Sheu, Jiuh-Biing, 2021. "Vulnerability of the worldwide air transportation network to global catastrophes such as COVID-19," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).
    7. Guo, Yan & Yu, Xinning & Zhou, Caifeng & Lyu, Gaoyan, 2021. "Government subsidies for preventing supply disruption when the supplier has an outside option under competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    8. Huang, Shuai & Fan, Zhi-Ping & Wang, Ningning, 2020. "Green subsidy modes and pricing strategy in a capital-constrained supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    9. Xia, Wenyi & Jiang, Changmin & Wang, Kun & Zhang, Anming, 2019. "Air-rail revenue sharing in a multi-airport system: Effects on traffic and social welfare," Transportation Research Part B: Methodological, Elsevier, vol. 121(C), pages 304-319.
    10. Zhu, Zheng & Xu, Ailing & He, Qiao-Chu & Yang, Hai, 2021. "Competition between the transportation network company and the government with subsidies to public transit riders," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    11. Zhang, Yahua & Zhang, Anming & Wang, Jiaoe, 2020. "Exploring the roles of high-speed train, air and coach services in the spread of COVID-19 in China," Transport Policy, Elsevier, vol. 94(C), pages 34-42.
    12. Heying Sun & Qingcheng Zeng & Hui Xiang & Chao Chen, 2019. "Competition model of cruise home ports based on the cruise supply chain – based on China cruise market," Maritime Policy & Management, Taylor & Francis Journals, vol. 46(3), pages 277-294, April.
    13. Amankwah-Amoah, Joseph, 2020. "Note: Mayday, Mayday, Mayday! Responding to environmental shocks: Insights on global airlines’ responses to COVID-19," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    14. 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.
    15. Lorenzo Gui & Antonio Paolo Russo, 2011. "Cruise ports: a strategic nexus between regions and global lines—evidence from the Mediterranean," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(2), pages 129-150, January.
    16. Liu, Jiaguo & Wang, Junjin, 2019. "Carrier alliance incentive analysis and coordination in a maritime transport chain based on service competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 333-355.
    17. Narasimha, Prathvi Thumbe & Jena, Pradyot Ranjan & Majhi, Ritanjali, 2021. "Impact of COVID-19 on the Indian seaport transportation and maritime supply chain," Transport Policy, Elsevier, vol. 110(C), pages 191-203.
    18. Jiayi Joey Yu & Christopher S. Tang & ManMohan S. Sodhi & James Knuckles, 2020. "Optimal Subsidies for Development Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 22(6), pages 1131-1147, November.
    19. Zhang, Qiang & Tong, Qiong, 2021. "The economic impacts of traffic consumption during the COVID-19 pandemic in China: A CGE analysis," Transport Policy, Elsevier, vol. 114(C), pages 330-337.
    20. Rothengatter, Werner & Zhang, Junyi & Hayashi, Yoshitsugu & Nosach, Anastasiia & Wang, Kun & Oum, Tae Hoon, 2021. "Pandemic waves and the time after Covid-19 – Consequences for the transport sector," Transport Policy, Elsevier, vol. 110(C), pages 225-237.
    21. Wang, Wei (Walker) & Wang, David Z.W. & Zhang, Fangni & Sun, Huijun & Zhang, Wenyi & Wu, Jianjun, 2017. "Overcoming the Downs-Thomson Paradox by transit subsidy policies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 126-147.
    Full references (including those not matched with items on IDEAS)

    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. Srivastava, Abhishek & Kumar, Rajeev Ranjan & Chakraborty, Abhishek & Mateen, Arqum & Narayanamurthy, Gopalakrishnan, 2022. "Design and selection of government policies for electric vehicles adoption: A global perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 161(C).
    2. Li, Siping & Zhou, Yaoming & Kundu, Tanmoy & Sheu, Jiuh-Biing, 2021. "Spatiotemporal variation of the worldwide air transportation network induced by COVID-19 pandemic in 2020," Transport Policy, Elsevier, vol. 111(C), pages 168-184.
    3. Junjian Wu & Jennifer Shang, 2021. "Optimal Green Operation and Information Leakage Decisions under Government Subsidy and Supply Uncertainty," Sustainability, MDPI, vol. 13(24), pages 1-19, December.
    4. Guo, Yan & Yu, Xinning & Zhou, Caifeng & Lyu, Gaoyan, 2021. "Government subsidies for preventing supply disruption when the supplier has an outside option under competition," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    5. Fang, Lei & Zhao, Sai, 2023. "On the green subsidies in a differentiated market," International Journal of Production Economics, Elsevier, vol. 257(C).
    6. Oum, Tae Hoon & Wang, Kun, 2020. "Socially optimal lockdown and travel restrictions for fighting communicable virus including COVID-19," Transport Policy, Elsevier, vol. 96(C), pages 94-100.
    7. Fan, Zhi-Ping & Cao, Yue & Huang, Chun-Yong & Li, Yongli, 2020. "Pricing strategies of domestic and imported electric vehicle manufacturers and the design of government subsidy and tariff policies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    8. Wang, Kai & Zeng, Hao & Yuan, Yue & Zhang, Chong & Liu, Lu, 2022. "Green or non-green: A game to introduce decision making under fairness concerns," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    9. Zhao, Meng & Li, Bin & Ren, Jiali & Hao, Zhihua, 2023. "Competition equilibrium of ride-sourcing platforms and optimal government subsidies considering customers’ green preference under peak carbon dioxide emissions," International Journal of Production Economics, Elsevier, vol. 255(C).
    10. Cheng, Fei & Chen, Tong & Chen, Qiao, 2022. "Cost-reducing strategy or emission-reducing strategy? The choice of low-carbon decisions under price threshold subsidy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    11. Yoo, Seung Ho & Choi, Thomas Y. & Sheu, Jiuh-Biing, 2021. "Electric vehicles and product–service platforms: Now and in future," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    12. Jinglve Wang & Hongping Yuan, 2023. "Deciphering the Innovation Subsidy Puzzle: Government Choices amid Supply Chain Encroachment," Mathematics, MDPI, vol. 11(23), pages 1-38, November.
    13. Zhao, Hong-Mei & He, Hong-Di & Lu, Kai-Fa & Han, Xiao-Long & Ding, Yi & Peng, Zhong-Ren, 2022. "Measuring the impact of an exogenous factor: An exponential smoothing model of the response of shipping to COVID-19," Transport Policy, Elsevier, vol. 118(C), pages 91-100.
    14. Chen, Pingping & Chen, Huiru & Zhao, Ruiqing, 2022. "Price promotions in vertically-related market: Instant discount vs. gift card," Omega, Elsevier, vol. 108(C).
    15. Kundu, Tanmoy & Sheu, Jiuh-Biing & Kuo, Hsin-Tsz, 2022. "Emergency logistics management—Review and propositions for future research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    16. Yang, Binxin & Wu, Guangdong, 2023. "Multi-criteria analysis of cross-regional railways interconnection under the post COVID-19 pandemic crisis: A hybrid BWM-FAISM-DFS evaluation framework," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
    17. Wang, Chunan & Jiang, Changmin, 2022. "How do pandemics affect intercity air travel? Implications for traffic and environment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 330-353.
    18. Song, Zhuzhu & Tang, Wansheng & Zhao, Ruiqing, 2021. "Liner alliances with heterogeneous price level and service competition: Partial vs. full," Omega, Elsevier, vol. 103(C).
    19. Li-Hao Zhang & Cheng Zhang & Jie Yang, 2023. "Impacts of power structure and financing choice on manufacturer’s encroachment in a supply chain," Annals of Operations Research, Springer, vol. 322(1), pages 273-319, March.
    20. Kumar, Patanjal & Baraiya, Rajendra & Das, Debashree & Jakhar, Suresh Kumar & Xu, Lei & Mangla, Sachin Kumar, 2021. "Social responsibility and cost-learning in dyadic supply chain coordination," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 156(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:trapol:v:126:y:2022:i:c:p:280-291. 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/wps/find/journaldescription.cws_home/30473/description#description .

    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.