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Do shipping alliances affect freight rates? Evidence from global satellite ship data

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  • Li, Lu
  • Wan, Yulai
  • Yang, Dong

Abstract

Shipping alliances (SAs) can facilitate their members’ coordination on price and capacity decisions. Although this helps reduce the oversupply of capacity and cutthroat competition during market downturns, the possible freight rate increase due to potential collusion among member shipping lines is another concern. This study aims to empirically investigate the impacts of SAs on container freight rates on nine major shipping corridors for the period from 2015 to 2020. To measure market concentration, data from a satellite-based Automatic Information System (AIS) is used to identify liner shipping companies' services in each market. We propose to use the alliance-level Herfindahl-Hirschman Index (HHI) and Concentration Ratio Index (CR) to measure market concentration. Then we used the simulated market concentration measures as the instrumental variable to address the endogeneity issue between freight rates and alliances’ market share. The main finding is that both alliance-level HHI and CR are negatively associated with freight rates, implying that SAs may help reduce prices. This finding provides new insights for antitrust authorities when investigating alliance applications in the liner shipping sector.

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  • Li, Lu & Wan, Yulai & Yang, Dong, 2024. "Do shipping alliances affect freight rates? Evidence from global satellite ship data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    • Handle: RePEc:eee:transa:v:181:y:2024:i:c:s0965856424000582
    DOI: 10.1016/j.tra.2024.104010
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    as
    1. Mohammad Ghorbani & Michele Acciaro & Sandra Transchel & Pierre Cariou, 2022. "Strategic alliances in container shipping: A review of the literature and future research agenda," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(2), pages 439-465, June.
    2. Robin A. Prager & Timothy H. Hannan, 1998. "Do Substantial Horizontal Mergers Generate Significant Price Effects? Evidence From The Banking Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 46(4), pages 433-452, December.
    3. Connan Snider & Jonathan W. Williams, 2015. "Barriers to Entry in the Airline Industry: A Multidimensional Regression-Discontinuity Analysis of AIR-21," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1002-1022, December.
    4. Brueckner, Jan K., 2003. "The benefits of codesharing and antitrust immunity for international passengers, with an application to the Star alliance," Journal of Air Transport Management, Elsevier, vol. 9(2), pages 83-89.
    5. Zeng, Fangli & Chan, Hing Kai & Pawar, Kulwant, 2021. "The effects of inter- and intraorganizational factors on the adoption of electronic booking systems in the maritime supply chain," International Journal of Production Economics, Elsevier, vol. 236(C).
    6. Dong-Wook Song & Photis M. Panayides, 2002. "A conceptual application of cooperative game theory to liner shipping strategic alliances," Maritime Policy & Management, Taylor & Francis Journals, vol. 29(3), pages 285-301.
    7. Jong-Hun Park & Anming Zhang, 2000. "An Empirical Analysis of Global Airline Alliances: Cases in North Atlantic Markets," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 16(4), pages 367-384, June.
    8. Kim, E Han & Singal, Vijay, 1993. "Mergers and Market Power: Evidence from the Airline Industry," American Economic Review, American Economic Association, vol. 83(3), pages 549-569, June.
    9. Bai, Xiwen & Cheng, Liangqi & Yang, Dong & Cai, Ouchen, 2022. "Does the traffic volume of a port determine connectivity? Revisiting port connectivity measures with high-frequency satellite data," Journal of Transport Geography, Elsevier, vol. 102(C).
    10. Barkley, Aaron & Mcleod, Kael, 2022. "Congestion and consolidation: An empirical study of a barge shipping merger," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    11. Yang, Dong & Wu, Lingxiao & Wang, Shuaian, 2021. "Can we trust the AIS destination port information for bulk ships?–Implications for shipping policy and practice," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    12. Volodymyr Bilotkach, 2007. "Price effects of airline consolidation: evidence from a sample of transatlantic markets," Empirical Economics, Springer, vol. 33(3), pages 427-448, November.
    13. Li, Weijun & Bai, Xiwen & Yang, Dong & Hou, Yao, 2023. "Maritime connectivity, transport infrastructure expansion and economic growth: A global perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    14. Sys, Christa, 2009. "Is the container liner shipping industry an oligopoly?," Transport Policy, Elsevier, vol. 16(5), pages 259-270, September.
    15. Park, Jong-Hun & Zhang, Anming & Zhang, Yimin, 2001. "Analytical models of international alliances in the airline industry," Transportation Research Part B: Methodological, Elsevier, vol. 35(9), pages 865-886, November.
    16. Juan Luis Jiménez & Jordi Perdiguero, 2018. "Mergers and difference-in-difference estimator: Why firms do not increase prices?," European Journal of Law and Economics, Springer, vol. 45(2), pages 285-311, April.
    17. Calzada, Joan & Fageda, Xavier & Safronov, Roman, 2022. "How do global airline alliances affect flight frequency? Evidence from Russia," Journal of Air Transport Management, Elsevier, vol. 98(C).
    18. Xavier Fageda & Jordi Perdiguero, 2014. "An Empirical Analysis of a Merger Between a Network and Low-cost Airlines," Journal of Transport Economics and Policy, University of Bath, vol. 48(1), pages 81-96, January.
    19. Dong Yang & Lingxiao Wu & Shuaian Wang & Haiying Jia & Kevin X. Li, 2019. "How big data enriches maritime research – a critical review of Automatic Identification System (AIS) data applications," Transport Reviews, Taylor & Francis Journals, vol. 39(6), pages 755-773, November.
    20. Olaf Merk & Antonella Teodoro, 2022. "Alternative approaches to measuring concentration in liner shipping," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(4), pages 723-746, December.
    21. Brueckner, Jan K., 2001. "The economics of international codesharing: an analysis of airline alliances," International Journal of Industrial Organization, Elsevier, vol. 19(10), pages 1475-1498, December.
    22. Volodymyr Bilotkach, 2005. "Price Competition between International Airline Alliances," Journal of Transport Economics and Policy, University of Bath, vol. 39(2), pages 167-190, May.
    23. Robert J CalzarettaJr. & Yair Eilat & Mark A Israel, 2017. "Competitive Effects Of International Airline Cooperation," Journal of Competition Law and Economics, Oxford University Press, vol. 13(3), pages 501-548.
    24. Dan Luo, 2014. "The Price Effects of the Delta/Northwest Airline Merger," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(1), pages 27-48, February.
    25. Bilotkach, Volodymyr & Hüschelrath, Kai, 2019. "Balancing competition and cooperation: Evidence from transatlantic airline markets," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 1-16.
    26. Brueckner, Jan K & Whalen, W Tom, 2000. "The Price Effects of International Airline Alliances," Journal of Law and Economics, University of Chicago Press, vol. 43(2), pages 503-545, October.
    27. Wan, Xiang & Zou, Li & Dresner, Martin, 2009. "Assessing the price effects of airline alliances on parallel routes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(4), pages 627-641, July.
    28. Wang, Yadong & Gu, Yuyun & Wang, Tingsong & Zhang, Jun, 2022. "A risk-averse approach for joint contract selection and slot allocation in liner container shipping," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    29. Meng, Qiang & Zhao, Hui & Wang, Yadong, 2019. "Revenue management for container liner shipping services: Critical review and future research directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 280-292.
    30. Greenfield, Daniel, 2014. "Competition and service quality: New evidence from the airline industry," Economics of Transportation, Elsevier, vol. 3(1), pages 80-89.
    31. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, November.
    32. Silke J. Forbes & Renáta Kosová, 2023. "Does Competition Benefit Complements? Evidence from Airlines and Hotels," Management Science, INFORMS, vol. 69(8), pages 4733-4752, August.
    33. Fan, Haobin, 2020. "When consumer type matters: Price effects of the United-Continental merger in the airline industry," Economics of Transportation, Elsevier, vol. 21(C).
    34. Panayides, Photis M. & Wiedmer, Robert, 2011. "Strategic alliances in container liner shipping," Research in Transportation Economics, Elsevier, vol. 32(1), pages 25-38.
    35. Volodymyr Bilotkach & Kai Hüschelrath, 2013. "Airline Alliances, Antitrust Immunity, and Market Foreclosure," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1368-1385, October.
    36. Orley C. Ashenfelter & Daniel S. Hosken & Matthew C. Weinberg, 2015. "Efficiencies brewed: pricing and consolidation in the US beer industry," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 328-361, June.
    37. Paul W. Dobson & Claudio A. Piga, 2013. "The Impact Of Mergers On Fares Structure: Evidence From European Low-Cost Airlines," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1196-1217, April.
    38. Evans, William N & Froeb, Luke M & Werden, Gregory J, 1993. "Endogeneity in the Concentration-Price Relationship: Causes, Consequences, and Cures," Journal of Industrial Economics, Wiley Blackwell, vol. 41(4), pages 431-438, December.
    39. Quartieri, Federico, 2017. "Are vessel sharing agreements pro-competitive?," Economics of Transportation, Elsevier, vol. 11, pages 33-48.
    40. Peters, Craig, 2006. "Evaluating the Performance of Merger Simulation: Evidence from the U.S. Airline Industry," Journal of Law and Economics, University of Chicago Press, vol. 49(2), pages 627-649, October.
    41. Veldhuis, Jan, 2005. "Impacts of the Air France–KLM merger for airlines, airports and air transport users," Journal of Air Transport Management, Elsevier, vol. 11(1), pages 9-18.
    42. Carlton, Dennis & Israel, Mark & MacSwain, Ian & Orlov, Eugene, 2019. "Are legacy airline mergers pro- or anti-competitive? Evidence from recent U.S. airline mergers," International Journal of Industrial Organization, Elsevier, vol. 62(C), pages 58-95.
    43. Borenstein, Severin, 1990. "Airline Mergers, Airport Dominance, and Market Power," American Economic Review, American Economic Association, vol. 80(2), pages 400-404, May.
    44. repec:bla:jindec:v:46:y:1998:i:4:p:525-43 is not listed on IDEAS
    45. Somnath Das, 2019. "Effect of Merger on Market Price and Product Quality: American and US Airways," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 55(3), pages 339-374, November.
    46. Jan K. Brueckner & Darin N. Lee & Ethan S. Singer, 2011. "Alliances, Codesharing, Antitrust Immunity, And International Airfares: Do Previous Patterns Persist?," Journal of Competition Law and Economics, Oxford University Press, vol. 7(3), pages 573-602.
    47. repec:bla:jindec:v:46:y:1998:i:4:p:433-52 is not listed on IDEAS
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