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Stock Market Reaction to Supply Chain Disruptions from the 2011 Great East Japan Earthquake

Author

Listed:
  • Kevin B. Hendricks

    (School of Business and Economics, Wilfred Laurier University, Waterloo, Ontario N2L 3C5, Canada;)

  • Brian W. Jacobs

    (Graziadio Business School, Pepperdine University, Malibu, California 90263;)

  • Vinod R. Singhal

    (Scheller College of Business, Georgia Institute of Technology, Atlanta, Georgia 30308)

Abstract

Problem definition : This paper provides empirical evidence on the effect of the 2011 Great East Japan Earthquake (GEJE) on the financial performance of firms. Academic/practical relevance: The GEJE was characterized as the most significant disruption ever for global supply chains. In its aftermath, there was a great deal of debate about the risks and vulnerabilities of global supply chains, and there were calls to redesign and restructure supply chains. Methodology: We empirically estimate the effect of the GEJE on the stock prices of firms. Our analyses are based on a global sample of 470 firms collected from articles and announcements in the business press that identify affected firms, as well as 382 firms that are not mentioned in the business press but are in industries potentially subject to contagion or competitive effects. Results: We estimate that firms experiencing supply chain disruptions as a result of the GEJE lost on average 5.21% of their shareholder value during the one-month period after the GEJE. For Japanese firms, the effect was much more severe with an average 9.32% loss in shareholder value. Non-Japanese firms averaged a 3.73% loss in shareholder value. We also find that upstream and downstream supply chain propagation effects from the GEJE are negative, and the contagion effect on firms related to the nuclear industry is very negative. For firms in the rebuilding industries or competitors to firms affected by the GEJE, the competitive effect from the GEJE is positive. Managerial implications: The loss suffered by both Japanese firms and non-Japanese firms experiencing supply chain disruptions as a result of the GEJE is economically significant. Although the loss is more severe for firms whose operations were directly affected by the GEJE, it is also significant for firms who experienced indirect effects from their upstream and downstream supply chain partners, further confirming the importance of supply chain risk mitigation strategies.

Suggested Citation

  • Kevin B. Hendricks & Brian W. Jacobs & Vinod R. Singhal, 2020. "Stock Market Reaction to Supply Chain Disruptions from the 2011 Great East Japan Earthquake," Manufacturing & Service Operations Management, INFORMS, vol. 22(4), pages 683-699, July.
    • Handle: RePEc:inm:ormsom:v:22:y:2020:i:4:p:683-699
    DOI: 10.1287/msom.2019.0777
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    as
    1. Yamori, Nobuyoshi & Kobayashi, Takeshi, 2002. "Do Japanese Insurers Benefit from A Catastrophic Event?: Market Reactions to the 1995 Hanshin-Awaji Earthquake," Journal of the Japanese and International Economies, Elsevier, vol. 16(1), pages 92-108, March.
    2. Lior Menzly & Oguzhan Ozbas, 2010. "Market Segmentation and Cross‐predictability of Returns," Journal of Finance, American Finance Association, vol. 65(4), pages 1555-1580, August.
    3. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    4. Tielmann, A. & Schiereck, D., 2017. "Arising Borders and the Value of Logistic Companies – Evidence from the Brexit Referendum in Great Britain," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 105259, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    5. Carter, David A. & Simkins, Betty J., 2004. "The market's reaction to unexpected, catastrophic events: the case of airline stock returns and the September 11th attacks," The Quarterly Review of Economics and Finance, Elsevier, vol. 44(4), pages 539-558, September.
    6. Shail Pandit & Charles E. Wasley & Tzachi Zach, 2011. "Information Externalities along the Supply Chain: The Economic Determinants of Suppliers’ Stock Price Reaction to Their Customers’ Earnings Announcements," Contemporary Accounting Research, John Wiley & Sons, vol. 28(4), pages 1304-1343, December.
    7. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    8. Gayle R. Erwin & James M. Miller, 1998. "The Intra-Industry Effects Of Open Market Share Repurchases: Contagion Or Competitive?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 21(4), pages 389-406, December.
    9. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    10. Roger M. Shelor & Dwight C. Anderson & Mark L. Cross, 1990. "The Impact of the California Earthquake on Real Estate Firms' Stock Value," Journal of Real Estate Research, American Real Estate Society, vol. 5(3), pages 335-340.
    11. Vikash Ramiah & Huy N. A. Pham & Imad Moosa, 2017. "The sectoral effects of Brexit on the British economy: early evidence from the reaction of the stock market," Applied Economics, Taylor & Francis Journals, vol. 49(26), pages 2508-2514, June.
    12. Park, YoungWon & Hong, Paul & Roh, James Jungbae, 2013. "Supply chain lessons from the catastrophic natural disaster in Japan," Business Horizons, Elsevier, vol. 56(1), pages 75-85.
    13. Yasuyuki Todo & Kentaro Nakajima & Petr Matous, 2015. "How Do Supply Chain Networks Affect The Resilience Of Firms To Natural Disasters? Evidence From The Great East Japan Earthquake," Journal of Regional Science, Wiley Blackwell, vol. 55(2), pages 209-229, March.
    14. Kevin B. Hendricks & Vinod R. Singhal, 2014. "The Effect of Demand–Supply Mismatches on Firm Risk," Production and Operations Management, Production and Operations Management Society, vol. 23(12), pages 2137-2151, December.
    15. Bowen, Robert M. & Castanias, Richard P. & Daley, Lane A., 1983. "Intra-Industry Effects of the Accident at Three Mile Island," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 18(1), pages 87-111, March.
    16. Tielmann, Artur & Schiereck, Dirk, 2017. "Arising borders and the value of logistic companies: Evidence from the Brexit referendum in Great Britain," Finance Research Letters, Elsevier, vol. 20(C), pages 22-28.
    17. Fee, C. Edward & Thomas, Shawn, 2004. "Sources of gains in horizontal mergers: evidence from customer, supplier, and rival firms," Journal of Financial Economics, Elsevier, vol. 74(3), pages 423-460, December.
    18. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    19. Sriram Thirumalai & Kingshuk K. Sinha, 2011. "Product Recalls in the Medical Device Industry: An Empirical Exploration of the Sources and Financial Consequences," Management Science, INFORMS, vol. 57(2), pages 376-392, February.
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    14. Tosun, Onur Kemal, 2022. "Do investors react differently? Evidence from hospitality sector during the covid-19 pandemic," Finance Research Letters, Elsevier, vol. 49(C).
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    19. Ronja Demel & Francesco Grassi & Yasaman Rafiee & Michael R. Waldmann & Annekathrin Schacht, 2022. "How German and Italian Laypeople Reason about Distributive Shortages during COVID-19," IJERPH, MDPI, vol. 19(19), pages 1-18, September.
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