IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v193y2017icp244-258.html
   My bibliography  Save this article

The effect of slack, diversification, and time to recall on stock market reaction to toy recalls

Author

Listed:
  • Wood, Lincoln C.
  • Wang, Jason X.
  • Olesen, Karin
  • Reiners, Torsten

Abstract

Past toy recalls have led to an increase in consumer concerns while toy manufacturers and retailers increasingly outsource and create longer supply chains, making it more challenging for them to ensure toy safety. This article examines firms making toy recall announcements to assess the impact operational characteristics have on the negative stock market reaction to the announcement. 135 toy recall announcements in the U.S. from 1979 to 2016 were analyzed using event study and cross-sectional regression. While a toy recall announcement results in a negative stock market reaction, our results show that greater levels of business diversification, inventory slack, and a longer time to recall are all associated with a less negative stock market reaction. In contrast, greater capacity slack is associated with a more negative stock market reaction. We find no evidence that geographic diversification or financial slack influences the stock market reaction, nor have reactions changed appreciably over time. This article contributes to the product harm and product recall literature by focusing on these operational elements. Managers should be aware of the benefits of greater slack and business diversification while planning their business, and the impact of a longer time to recall.

Suggested Citation

  • Wood, Lincoln C. & Wang, Jason X. & Olesen, Karin & Reiners, Torsten, 2017. "The effect of slack, diversification, and time to recall on stock market reaction to toy recalls," International Journal of Production Economics, Elsevier, vol. 193(C), pages 244-258.
  • Handle: RePEc:eee:proeco:v:193:y:2017:i:c:p:244-258
    DOI: 10.1016/j.ijpe.2017.07.021
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527317302384
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ijpe.2017.07.021?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. 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.
    2. Scholes, Myron & Williams, Joseph, 1977. "Estimating betas from nonsynchronous data," Journal of Financial Economics, Elsevier, vol. 5(3), pages 309-327, December.
    3. Yasin Alan & George P. Gao & Vishal Gaur, 2014. "Does Inventory Productivity Predict Future Stock Returns? A Retailing Industry Perspective," Management Science, INFORMS, vol. 60(10), pages 2416-2434, November.
    4. Abdelhakim Hammoudi & Ruben Hoffmann & Yves Surry, 2009. "Food safety standards and agri-food supply chains: an introductory overview [Introduction]," Post-Print hal-02665674, HAL.
    5. John Ni & Barbara B. Flynn & F. Robert Jacobs, 2016. "The effect of a toy industry product recall announcement on shareholder wealth," International Journal of Production Research, Taylor & Francis Journals, vol. 54(18), pages 5404-5415, September.
    6. 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.
    7. Yuri Mishina & Timothy G. Pollock & Joseph F. Porac, 2004. "Are more resources always better for growth? Resource stickiness in market and product expansion," Strategic Management Journal, Wiley Blackwell, vol. 25(12), pages 1179-1197, December.
    8. MacKinnon, James G. & White, Halbert, 1985. "Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties," Journal of Econometrics, Elsevier, vol. 29(3), pages 305-325, September.
    9. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    10. Zhao, Xiande & Li, Yina & Flynn, Barbara B., 2013. "The financial impact of product recall announcements in China," International Journal of Production Economics, Elsevier, vol. 142(1), pages 115-123.
    11. Teece, David J., 1980. "Economies of scope and the scope of the enterprise," Journal of Economic Behavior & Organization, Elsevier, vol. 1(3), pages 223-247, September.
    12. Victoria Salin & Neal H. Hooker, 2001. "Stock Market Reaction to Food Recalls," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(1), pages 33-46.
    13. Paul W. Beamish & Hari Bapuji, 2008. "Toy Recalls and China: Emotion vs. Evidence," Management and Organization Review, The International Association for Chinese Management Research, vol. 4(2), pages 197-209, July.
    14. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    15. Konchitchki, Yaniv & O'Leary, Daniel E., 2011. "Event study methodologies in information systems research," International Journal of Accounting Information Systems, Elsevier, vol. 12(2), pages 99-115.
    16. Daniel, Francis & Lohrke, Franz T. & Fornaciari, Charles J. & Turner, R. Jr., 2004. "Slack resources and firm performance: a meta-analysis," Journal of Business Research, Elsevier, vol. 57(6), pages 565-574, June.
    17. Boehmer, Ekkehart & Masumeci, Jim & Poulsen, Annette B., 1991. "Event-study methodology under conditions of event-induced variance," Journal of Financial Economics, Elsevier, vol. 30(2), pages 253-272, December.
    18. Michael R. Thomsen & Andrew M. McKenzie, 2001. "Market Incentives for Safe Foods: An Examination of Shareholder Losses from Meat and Poultry Recalls," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 526-538.
    19. Beamish, Paul W. & Bapuji, Hari, 2008. "Toy Recalls and China: Emotion vs. Evidence," Management and Organization Review, Cambridge University Press, vol. 4(02), pages 197-209, July.
    20. Abdelhakim Hammoudi & Ruben Hoffmann & Yves Surry, 2009. "Food safety standards and agri-food supply chains: an introductory overview," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(4), pages 469-478, December.
    21. Ni, John Z. & Flynn, Barbara B. & Jacobs, F. Robert, 2014. "Impact of product recall announcements on retailers׳ financial value," International Journal of Production Economics, Elsevier, vol. 153(C), pages 309-322.
    22. George Allayannis & Jane Ihrig & James P. Weston, 2001. "Exchange-Rate Hedging: Financial versus Operational Strategies," American Economic Review, American Economic Association, vol. 91(2), pages 391-395, May.
    23. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Min & Hu, Haiju & Zhao, Xiande, 2020. "Developing product recall capability through supply chain quality management," International Journal of Production Economics, Elsevier, vol. 229(C).
    2. Rashid Ameer & Radiah Othman, 2023. "Stock market reactions to US Consumer Product Safety Commission enforcement actions," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(3), pages 3709-3735, September.
    3. Wang, Qian & Shen, Jianghua & Ngai, Eric W.T., 2023. "Does corporate diversification strategy affect stock price crash risk?," International Journal of Production Economics, Elsevier, vol. 258(C).
    4. Xiong, Yangchun & Lam, Hugo K.S. & Hu, Qiaoxuan & Yee, Rachel W.Y. & Blome, Constantin, 2021. "The financial impacts of environmental violations on supply chains: Evidence from an emerging market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 151(C).
    5. Yang, Yang & Jiang, Yan, 2023. "Does suppliers’ slack influence the relationship between buyers’ environmental orientation and green innovation?," Journal of Business Research, Elsevier, vol. 157(C).
    6. Muralidharan, Etayankara & Hora, Manpreet & Bapuji, Hari, 2022. "Hazard severity and time to recall: Evidence from the toy industry," Journal of Business Research, Elsevier, vol. 139(C), pages 954-963.
    7. Mesbahuddin Chowdhury & Pavel Castka & Daniel Prajogo & Xiaoli Zhao & Lincoln C. Wood, 2021. "Is Organic Food Becoming Less Safe? A Longitudinal Analysis of Conventional and Organic Product Recalls," Sustainability, MDPI, vol. 13(24), pages 1-15, December.
    8. Azadegan, Arash & Modi, Sachin & Lucianetti, Lorenzo, 2021. "Surprising supply chain disruptions: Mitigation effects of operational slack and supply redundancy," International Journal of Production Economics, Elsevier, vol. 240(C).
    9. 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.
    10. Baghersad, Milad & Zobel, Christopher W., 2021. "Assessing the extended impacts of supply chain disruptions on firms: An empirical study," International Journal of Production Economics, Elsevier, vol. 231(C).
    11. Zavala, Araceli & Ramirez-Marquez, Jose Emmanuel, 2019. "Visual analytics for identifying product disruptions and effects via social media," International Journal of Production Economics, Elsevier, vol. 208(C), pages 544-559.
    12. Hall, David C. & Johnson-Hall, Tracy D., 2021. "Recall effectiveness, strategy, and task complexity in the U.S. meat and poultry industry," International Journal of Production Economics, Elsevier, vol. 234(C).
    13. Yao, Liufang & Parlar, Mahmut, 2019. "Product recall timing optimization using dynamic programming," International Journal of Production Economics, Elsevier, vol. 210(C), pages 1-14.
    14. Lincoln C. Wood & Linh N. K. Duong & Jason X. Wang, 2022. "Business Process Improvement for Sustainable Technologies Investments in Construction: A Configurational Approach," Sustainability, MDPI, vol. 14(9), pages 1-14, May.
    15. Liang, Chen & Zhu, Minghao & Lee, Peter K.C. & Cheng, T.C.E. & Yeung, Andy C.L., 2024. "Combating extreme weather through operations management: Evidence from a natural experiment in China," International Journal of Production Economics, Elsevier, vol. 267(C).
    16. Liang, Jing & Yang, Shilei & Xia, Yu, 2023. "The role of financial slack on the relationship between demand uncertainty and operational efficiency," International Journal of Production Economics, Elsevier, vol. 262(C).
    17. Guo, Feng & Zou, Bo & Zhang, Xiaofei & Bo, Qingwen & Li, Kai, 2020. "Financial slack and firm performance of SMMEs in China: Moderating effects of government subsidies and market-supporting institutions," International Journal of Production Economics, Elsevier, vol. 223(C).
    18. Lam, Hugo K.S. & Zhan, Yuanzhu & Zhang, Minhao & Wang, Yichuan & Lyons, Andrew, 2019. "The effect of supply chain finance initiatives on the market value of service providers," International Journal of Production Economics, Elsevier, vol. 216(C), pages 227-238.
    19. Li, Huashan & Pournader, Mehrdokht & Fahimnia, Behnam, 2022. "Servitization and organizational resilience of manufacturing firms: Evidence from the COVID-19 outbreak," International Journal of Production Economics, Elsevier, vol. 250(C).
    20. Woldt, Jason J. & Prasad, Sameer, 2022. "Crises in global supply chains: The role of impression management communications," International Journal of Production Economics, Elsevier, vol. 252(C).

    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. 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.
    2. Ni, John Z. & Flynn, Barbara B. & Jacobs, F. Robert, 2014. "Impact of product recall announcements on retailers׳ financial value," International Journal of Production Economics, Elsevier, vol. 153(C), pages 309-322.
    3. Yao, Liufang & Parlar, Mahmut, 2019. "Product recall timing optimization using dynamic programming," International Journal of Production Economics, Elsevier, vol. 210(C), pages 1-14.
    4. Li, Huashan & Bapuji, Hari & Talluri, Srinivas & Singh, Prakash J., 2022. "A Cross-disciplinary review of product recall research: A stakeholder-stage framework," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 163(C).
    5. Hsu, Liwu & Lawrence, Benjamin, 2016. "The role of social media and brand equity during a product recall crisis: A shareholder value perspective," International Journal of Research in Marketing, Elsevier, vol. 33(1), pages 59-77.
    6. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "Reprint of “The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry”," International Journal of Production Economics, Elsevier, vol. 194(C), pages 261-277.
    7. Cunha, P.A.M.F.V., 2005. "The value of cooperation : Studies on the performance outcomes of interorganizational alliances," Other publications TiSEM 59466e6c-1920-461e-b5e9-b, Tilburg University, School of Economics and Management.
    8. Unsal, Omer & Hassan, M. Kabir & Zirek, Duygu, 2017. "Product recalls and security prices: New evidence from the US market," Journal of Economics and Business, Elsevier, vol. 93(C), pages 62-79.
    9. Yan Dong & Kefeng Xu & Sining Song, 2014. "Can Product Recalls Be Profitable? Insights from Behavior Economics Models and Empirical Studies," Working Papers 0189mss, College of Business, University of Texas at San Antonio.
    10. Zhang, Min & Hu, Haiju & Zhao, Xiande, 2020. "Developing product recall capability through supply chain quality management," International Journal of Production Economics, Elsevier, vol. 229(C).
    11. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry," International Journal of Production Economics, Elsevier, vol. 193(C), pages 781-797.
    12. Muralidharan, Etayankara & Hora, Manpreet & Bapuji, Hari, 2022. "Hazard severity and time to recall: Evidence from the toy industry," Journal of Business Research, Elsevier, vol. 139(C), pages 954-963.
    13. Sebastien Bradley & Estelle Dauchy & Makoto Hasegawa, 2018. "Investor valuations of Japan’s adoption of a territorial tax regime: quantifying the direct and competitive effects of international tax reform," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(3), pages 581-630, June.
    14. Irz, Xavier & Mazzocchi, Mario & Réquillart, Vincent & Soler, Louis-Georges, 2015. "Research in Food Economics: past trends and new challenges," Revue d'Etudes en Agriculture et Environnement, Editions NecPlus, vol. 96(01), pages 187-237, March.
    15. Rommel, J. & Neuenfeldt, S. & Odening, M., 2010. "Markteffekte medienwirksamer Lebensmittelskandale – eine Ergebnisstudie," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 45, March.
    16. Chernin Yulia & Lahav Yaron, 2014. "“The People Demand Social Justice”A Case Study on the Impact of Protests on Financial Markets," Accounting, Economics, and Law: A Convivium, De Gruyter, vol. 4(2), pages 99-121, July.
    17. Xiong, Tao & Zhang, Wendong & Chen, Chen-Ti, 2021. "A Fortune from misfortune: Evidence from hog firms’ stock price responses to China’s African Swine Fever outbreaks," Food Policy, Elsevier, vol. 105(C).
    18. Kong, Dongmin, 2012. "Does corporate social responsibility matter in the food industry? Evidence from a nature experiment in China," Food Policy, Elsevier, vol. 37(3), pages 323-334.
    19. Corrado, Charles J. & Truong, Cameron, 2008. "Conducting event studies with Asia-Pacific security market data," Pacific-Basin Finance Journal, Elsevier, vol. 16(5), pages 493-521, November.
    20. Zavala, Araceli & Ramirez-Marquez, Jose Emmanuel, 2019. "Visual analytics for identifying product disruptions and effects via social media," International Journal of Production Economics, Elsevier, vol. 208(C), pages 544-559.

    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:proeco:v:193:y:2017:i:c:p:244-258. 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/locate/ijpe .

    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.