IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v165y2025icp58-69.html
   My bibliography  Save this article

Unified merger list in the container shipping industry from 1966 to 2022: A structural estimation of M&A matching

Author

Listed:
  • Otani, Suguru
  • Matsuda, Takuma

Abstract

We construct a novel unified merger list in the global container shipping industry between 1966 (the beginning of the industry) and 2022. Combining the list with proprietary data, we construct a structural matching model to describe the historical transition of the importance of a firm’s age, size, and geographical proximity on merger decisions. We find that, as a positive factor, a firm’s size is more important than a firm’s age by 9.858 times as a merger incentive between 1991 and 2005. However, between 2006 and 2022, as a negative factor, a firm’s size is more important than a firm’s age by 2.013 times, that is, a firm’s size works as a disincentive. We also find that the distance between buyer and seller firms works as a disincentive for the whole period, but the importance has dwindled to economic insignificance in recent years. In counterfactual simulations, we observe that the prohibition of mergers between firms in the same country would affect the merger configuration of not only the firms involved in prohibited mergers but also those involved in permitted mergers. Finally, we present interview-based evidence of the consistency between our merger lists, estimations, and counterfactual simulations with the industry experts’ historical experiences.

Suggested Citation

  • Otani, Suguru & Matsuda, Takuma, 2025. "Unified merger list in the container shipping industry from 1966 to 2022: A structural estimation of M&A matching," Transport Policy, Elsevier, vol. 165(C), pages 58-69.
  • Handle: RePEc:eee:trapol:v:165:y:2025:i:c:p:58-69
    DOI: 10.1016/j.tranpol.2025.02.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X25000678
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2025.02.010?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. Suguru Otani, 2024. "Individual rationality conditions of identifying matching costs in transferable utility matching games," Economics Bulletin, AccessEcon, vol. 44(2), pages 690-697.
    2. Jessica Calfee Stahl, 2016. "Effects of Deregulation and Consolidation of the Broadcast Television Industry," American Economic Review, American Economic Association, vol. 106(8), pages 2185-2218, August.
    3. Takuma Matsuda & Suguru Otani, 2022. "Unified Container Shipping Industry Data From 1966: Freight Rate, Shipping Quantity, Newbuilding, Secondhand, and Scrap Price," Papers 2211.16292, arXiv.org, revised Apr 2023.
    4. Hector Perez-Saiz, 2015. "Building new plants or entering by acquisition? Firm heterogeneity and entry barriers in the U.S. cement industry," RAND Journal of Economics, RAND Corporation, vol. 46(3), pages 625-649, September.
    5. Suguru Otani, 2024. "Industry Dynamics with Cartels: The Case of the Container Shipping Industry," Papers 2407.15147, arXiv.org.
    6. Michael Fusillo, 2006. "Some notes on structure and stability in liner shipping," Maritime Policy & Management, Taylor & Francis Journals, vol. 33(5), pages 463-475.
    7. Mariagiovanna Baccara & Ayse Imrohoroglu & Alistair J. Wilson & Leeat Yariv, 2012. "A Field Study on Matching with Network Externalities," American Economic Review, American Economic Association, vol. 102(5), pages 1773-1804, August.
    8. Bresnahan, Timothy F., 1982. "The oligopoly solution concept is identified," Economics Letters, Elsevier, vol. 10(1-2), pages 87-92.
    9. Yuri Matsumura & Suguru Otani, 2023. "Challenges in Statistically Rejecting the Perfect Competition Hypothesis Using Imperfect Competition Data," Papers 2310.04576, arXiv.org, revised Aug 2024.
    10. Yuri Matsumura & Suguru Otani, 2023. "Resolving the Conflict on Conduct Parameter Estimation in Homogeneous Goods Markets between Bresnahan (1982) and Perloff and Shen (2012)," Papers 2301.06665, arXiv.org, revised May 2023.
    11. Volker Nocke & Michael D. Whinston, 2022. "Concentration Thresholds for Horizontal Mergers," American Economic Review, American Economic Association, vol. 112(6), pages 1915-1948, June.
    12. Jeremy T. Fox, 2018. "Estimating matching games with transfers," Quantitative Economics, Econometric Society, vol. 9(1), pages 1-38, March.
    13. Yossi Spiegel, 2021. "The Herfindahl‐Hirschman Index and the Distribution of Social Surplus," Journal of Industrial Economics, Wiley Blackwell, vol. 69(3), pages 561-594, September.
    14. Jihye Jeon, 2022. "Learning and investment under demand uncertainty in container shipping," RAND Journal of Economics, RAND Corporation, vol. 53(1), pages 226-259, March.
    15. Suguru Otani, 2024. "Industry Dynamics with Cartels: The Case of the Container Shipping Industry," Discussion Paper Series DP2024-28, Research Institute for Economics & Business Administration, Kobe University.
    16. Suguru Otani, 2022. "Individual Rationality Conditions of Identifying Matching Costs in Transferable Utility Matching Games," Papers 2204.00713, arXiv.org, revised May 2024.
    17. Mary R. Brooks & Pamela Ritchie, 2006. "Mergers and Acquisitions in the Maritime Transport Industry 1996—2000," Transportation Journal, John Wiley & Sons, vol. 45(2), pages 7-22, March.
    18. Jeremy T. Fox, 2010. "Identification in matching games," Quantitative Economics, Econometric Society, vol. 1(2), pages 203-254, November.
    19. 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.
    20. Bresnahan, Timothy F., 1989. "Empirical studies of industries with market power," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 17, pages 1011-1057, Elsevier.
    21. Brett Hollenbeck, 2020. "Horizontal mergers and innovation in concentrated industries," Quantitative Marketing and Economics (QME), Springer, vol. 18(1), pages 1-37, March.
    22. Pirrong, Stephen Craig, 1992. "An Application of Core Theory to the Analysis of Ocean Shipping Markets," Journal of Law and Economics, University of Chicago Press, vol. 35(1), pages 89-131, April.
    23. Manski, Charles F., 1975. "Maximum score estimation of the stochastic utility model of choice," Journal of Econometrics, Elsevier, vol. 3(3), pages 205-228, August.
    24. Wilson, Wesley W. & Casavant, Kenneth L., 1991. "Some Market Power Implications Of The Shipping Act Of 1984: A Case Study Of The U.S. To Pacific Rim Transportation Markets," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 16(2), pages 1-8, December.
    25. Gautam Gowrisankaran, 1999. "A Dynamic Model of Endogenous Horizonal Mergers," RAND Journal of Economics, The RAND Corporation, vol. 30(1), pages 56-83, Spring.
    26. Jeremy T. Fox & Chenyu Yang & David H. Hsu, 2018. "Unobserved Heterogeneity in Matching Games," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1339-1373.
    27. Clyde, Paul S & Reitzes, James D, 1998. "Market Power and Collusion in the Ocean Shipping Industry: Is a Bigger Cartel a Better Cartel?," Economic Inquiry, Western Economic Association International, vol. 36(2), pages 292-304, April.
    28. James Reitzes & Kelli Sheran, 2002. "Rolling Seas in Liner Shipping," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 20(1), pages 51-59, February.
    29. Sys, Christa, 2009. "Is the container liner shipping industry an oligopoly?," Transport Policy, Elsevier, vol. 16(5), pages 259-270, September.
    30. Guerrero, David & Rodrigue, Jean-Paul, 2014. "The waves of containerization: shifts in global maritime transportation," Journal of Transport Geography, Elsevier, vol. 34(C), pages 151-164.
    31. Matsumura, Yuri & Otani, Suguru, 2023. "Resolving the conflict on conduct parameter estimation in homogeneous goods markets between Bresnahan (1982) and Perloff and Shen (2012)," Economics Letters, Elsevier, vol. 229(C).
    32. Otani, Suguru & Matsuda, Takuma, 2023. "Unified container shipping industry data from 1966: Freight rate, shipping quantity, newbuilding, secondhand, and scrap price," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 176(C).
    33. Marc Levinson, 2016. "The Box: How the Shipping Container Made the World Smaller and the World Economy Bigger," Economics Books, Princeton University Press, edition 2, number 10724.
    34. Yuri Matsumura & Suguru Otani, 2024. "Conduct Parameter Estimation in Homogeneous Goods Markets with Equilibrium Existence and Uniqueness Conditions: The Case of Log-linear Specification," Papers 2407.12422, arXiv.org.
    35. Przemys?aw Jeziorski, 2014. "Effects of Mergers in Two-Sided Markets: The US Radio Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 35-73, November.
    36. Manski, Charles F., 1985. "Semiparametric analysis of discrete response : Asymptotic properties of the maximum score estimator," Journal of Econometrics, Elsevier, vol. 27(3), pages 313-333, March.
    37. Yihui Pan, 2017. "The Determinants and Impact of Executive-Firm Matches," Management Science, INFORMS, vol. 63(1), pages 185-200, January.
    38. Mike Fusillo, 2013. "The Stability of Market Shares in Liner Shipping," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 42(1), pages 85-106, February.
    39. Notteboom Theo E., 2004. "Container Shipping And Ports: An Overview," Review of Network Economics, De Gruyter, vol. 3(2), pages 1-21, June.
    40. Chen, Jiawei & Song, Kejun, 2013. "Two-sided matching in the loan market," International Journal of Industrial Organization, Elsevier, vol. 31(2), pages 145-152.
    41. Mitsuru Igami & Kosuke Uetake, 2020. "Mergers, Innovation, and Entry-Exit Dynamics: Consolidation of the Hard Disk Drive Industry, 1996–2016," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2672-2702.
    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. Suguru Otani & Takuma Matsuda, 2023. "Unified Merger List in the Container Shipping Industry from 1966 to 2022: A Structural Estimation of M&A Matching," Papers 2310.09938, arXiv.org, revised Dec 2024.
    2. Suguru Otani, 2021. "Estimating Endogenous Coalitional Mergers: Merger Costs and Assortativeness of Size and Specialization," Papers 2108.12744, arXiv.org, revised Mar 2023.
    3. Suguru Otani, 2024. "Industry Dynamics with Cartels: The Case of the Container Shipping Industry," Discussion Paper Series DP2024-28, Research Institute for Economics & Business Administration, Kobe University.
    4. Takuma Matsuda & Suguru Otani, 2022. "Unified Container Shipping Industry Data From 1966: Freight Rate, Shipping Quantity, Newbuilding, Secondhand, and Scrap Price," Papers 2211.16292, arXiv.org, revised Apr 2023.
    5. Suguru Otani, 2024. "Industry Dynamics with Cartels: The Case of the Container Shipping Industry," Papers 2407.15147, arXiv.org.
    6. Cristina Gualdani & Shruti Sinha, 2019. "Partial Identification in Matching Models for the Marriage Market," Papers 1902.05610, arXiv.org, revised Jul 2022.
    7. Ferrara, Gerardo & Kim, Jun Sung & Koo, Bonsoo & Liu, Zijun, 2021. "Counterparty choice in the UK credit default swap market: An empirical matching approach," Economic Modelling, Elsevier, vol. 94(C), pages 58-74.
    8. Guoli Chen & Sterling Huang & Philipp Meyer‐Doyle & Denisa Mindruta, 2021. "Generalist versus specialist CEOs and acquisitions: Two‐sided matching and the impact of CEO characteristics on firm outcomes," Strategic Management Journal, Wiley Blackwell, vol. 42(6), pages 1184-1214, June.
    9. Wang, Lu & Su, Zhong-qin & Fung, Hung-Gay & Jin, Hong-min & Xiao, Zuoping, 2021. "Do CEOs with academic experience add value to firms? Evidence on bank loans from Chinese firms," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    10. Chen, Gang & Rytter, Niels G.M. & Jiang, Liping & Nielsen, Peter & Jensen, Lars, 2017. "Pre-announcements of price increase intentions in liner shipping spot markets," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 109-125.
    11. Nikhil Agarwal & Eric Budish, 2021. "Market Design," NBER Working Papers 29367, National Bureau of Economic Research, Inc.
    12. Linde, Sebastian & Siebert, Ralph B., 2023. "Exploring the incremental merger value from multimarket and technology arguments," International Journal of Industrial Organization, Elsevier, vol. 87(C).
    13. Alfred Galichon & Bernard Salanié, 2023. "Structural Estimation of Matching Markets with Transferable Utility," Post-Print hal-03935865, HAL.
    14. Alfred Galichon & Bernard Salani'e, 2021. "Structural Estimation of Matching Markets with Transferable Utility," Papers 2109.07932, arXiv.org.
    15. Stephen Martin, 2012. "Market Structure and Market Performance," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 40(2), pages 87-108, March.
    16. Olivier Chatain & Denisa Mindruta, 2017. "Estimating Value Creation from Revealed Preferences: Application to Value-based Strategies," Strategic Management Journal, Wiley Blackwell, vol. 38(10), pages 1964-1985, October.
    17. Jeremy T. Fox, 2018. "Estimating matching games with transfers," Quantitative Economics, Econometric Society, vol. 9(1), pages 1-38, March.
    18. Patrick Bajari & Jeremy Fox & Stephen Ryan, 2008. "Evaluating wireless carrier consolidation using semiparametric demand estimation," Quantitative Marketing and Economics (QME), Springer, vol. 6(4), pages 299-338, December.
    19. Pierre Cariou & Patrice Guillotreau, 2022. "Capacity management by global shipping alliances: findings from a game experiment," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(1), pages 41-66, March.
    20. Wei, Liyuan & Yang, Yupin, 2022. "An empirical investigation of director selection in movie preproduction: A two-sided matching approach," International Journal of Research in Marketing, Elsevier, vol. 39(3), pages 888-906.

    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:165:y:2025:i:c:p:58-69. 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.