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The contagion and competitive effects across national borders: Evidence from the 2016 Kumamoto earthquakes

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  • Ding, Li
  • Lam, Hugo K.S.
  • Cheng, T.C.E.
  • Zhou, Honggeng

Abstract

It is unclear how a natural disaster such as earthquake affects disaster-stricken firms' industry peers located in other countries. While those industry peers might benefit from the disaster due to the competitive advantage gained over the disaster-stricken firms (positive competitive effect), they might also suffer from the disaster due to their linkages to the disaster-stricken firms (negative contagion effect). Based on a natural experiment in which a series of earthquakes struck Kumamoto, Japan's Silicon Island, in April 2016, we find that the earthquakes have a negative impact on the stock returns of the semiconductor manufacturers located in China, suggesting that the contagion effect overweighs the competitive effect. Moreover, the negative impact is more pronounced for firms with supply chain connections with Japanese firms. However, we also find a positive impact among Chinese firms with high inventory turnover and customer concentration. Overall, our research reveals the dynamic effects of a natural disaster across national borders, urging firms to pay attention to the negative contagion effect through supply chain linkages and the positive competitive effect resulting from better operational efficiency.

Suggested Citation

  • Ding, Li & Lam, Hugo K.S. & Cheng, T.C.E. & Zhou, Honggeng, 2021. "The contagion and competitive effects across national borders: Evidence from the 2016 Kumamoto earthquakes," International Journal of Production Economics, Elsevier, vol. 235(C).
    • Handle: RePEc:eee:proeco:v:235:y:2021:i:c:s0925527321000918
    DOI: 10.1016/j.ijpe.2021.108115
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    as
    1. 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.
    2. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    3. Christoph E. Boehm & Aaron Flaaen & Nitya Pandalai-Nayar, 2019. "Input Linkages and the Transmission of Shocks: Firm-Level Evidence from the 2011 Tōhoku Earthquake," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 60-75, March.
    4. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    5. 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.
    6. Sheng-Syan Chen & Tsai-Yen Chung & Kim Wai Ho & Cheng-Few Lee, 2007. "Intra-Industry Effects of Delayed New Product Introductions," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 10(03), pages 415-443.
    7. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 0. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    8. Kevin B. Hendricks & Vinod R. Singhal, 2001. "The Long-Run Stock Price Performance of Firms with Effective TQM Programs," Management Science, INFORMS, vol. 47(3), pages 359-368, March.
    9. Aaron Opdyke & Florence Lepropre & Amy Javernick-Will & Matthew Koschmann, 2017. "Inter-organizational resource coordination in post-disaster infrastructure recovery," Construction Management and Economics, Taylor & Francis Journals, vol. 35(8-9), pages 514-530, September.
    10. 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.
    11. Chris K. Y. Lo & Christopher S. Tang & Yi Zhou & Andy C. L. Yeung & Di Fan, 2018. "Environmental Incidents and the Market Value of Firms: An Empirical Investigation in the Chinese Context," Manufacturing & Service Operations Management, INFORMS, vol. 20(3), pages 422-439, July.
    12. ManMohan S. Sodhi & Christopher S. Tang, 2014. "Buttressing Supply Chains against Floods in Asia for Humanitarian Relief and Economic Recovery," Production and Operations Management, Production and Operations Management Society, vol. 23(6), pages 938-950, June.
    13. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    14. Itzkowitz, Jennifer, 2013. "Customers and cash: How relationships affect suppliers' cash holdings," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 159-180.
    15. Lam, Hugo K.S. & Yeung, Andy C.L. & Cheng, T.C.E. & Humphreys, Paul K., 2016. "Corporate environmental initiatives in the Chinese context: Performance implications and contextual factors," International Journal of Production Economics, Elsevier, vol. 180(C), pages 48-56.
    16. Balcik, Burcu & Beamon, Benita M. & Krejci, Caroline C. & Muramatsu, Kyle M. & Ramirez, Magaly, 2010. "Coordination in humanitarian relief chains: Practices, challenges and opportunities," International Journal of Production Economics, Elsevier, vol. 126(1), pages 22-34, July.
    17. 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.
    18. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    19. Mizgier, Kamil J. & Hora, Manpreet & Wagner, Stephan M. & Jüttner, Matthias P., 2015. "Managing operational disruptions through capital adequacy and process improvement," European Journal of Operational Research, Elsevier, vol. 245(1), pages 320-332.
    20. Liao, Li & Liu, Bibo & Wang, Hao, 2014. "China׳s secondary privatization: Perspectives from the Split-Share Structure Reform," Journal of Financial Economics, Elsevier, vol. 113(3), pages 500-518.
    21. 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.
    22. Davis, Lauren B. & Samanlioglu, Funda & Qu, Xiuli & Root, Sarah, 2013. "Inventory planning and coordination in disaster relief efforts," International Journal of Production Economics, Elsevier, vol. 141(2), pages 561-573.
    23. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    24. Brian Tomlin, 2006. "On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks," Management Science, INFORMS, vol. 52(5), pages 639-657, May.
    25. Slovin, Myron B. & Sushka, Marie E. & Polonchek, John A., 1999. "An analysis of contagion and competitive effects at commercial banks," Journal of Financial Economics, Elsevier, vol. 54(2), pages 197-225, October.
    26. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    27. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    28. Kevin B. Hendricks & Vinod R. Singhal, 2009. "Demand-Supply Mismatches and Stock Market Reaction: Evidence from Excess Inventory Announcements," Manufacturing & Service Operations Management, INFORMS, vol. 11(3), pages 509-524, September.
    29. Hertzel, Michael G. & Officer, Micah S., 2012. "Industry contagion in loan spreads," Journal of Financial Economics, Elsevier, vol. 103(3), pages 493-506.
    30. 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.
    31. 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.
    32. 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.
    33. Jorion, Philippe & Zhang, Gaiyan, 2007. "Good and bad credit contagion: Evidence from credit default swaps," Journal of Financial Economics, Elsevier, vol. 84(3), pages 860-883, June.
    34. Hong Chen & Murray Z. Frank & Owen Q. Wu, 2005. "What Actually Happened to the Inventories of American Companies Between 1981 and 2000?," Management Science, INFORMS, vol. 51(7), pages 1015-1031, July.
    35. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    36. Kwak, Kiho & Kim, Namil, 2020. "Concentrate or disperse? The relationship between major customer concentration and supplier profitability and the moderating role of insider ownership," Journal of Business Research, Elsevier, vol. 109(C), pages 648-658.
    37. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    38. Ding, Li & Lam, Hugo K.S. & Cheng, T.C.E. & Zhou, Honggeng, 2018. "A review of short-term event studies in operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 200(C), pages 329-342.
    39. Marcel Prokopczuk, 2010. "Intra-industry contagion effects of earnings surprises in the banking sector," Applied Financial Economics, Taylor & Francis Journals, vol. 20(20), pages 1601-1613.
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