IDEAS home Printed from https://ideas.repec.org/a/bla/irvfin/v22y2022i2p365-398.html
   My bibliography  Save this article

Impact of operational fragility on stock returns: Lessons from COVID‐19 crisis

Author

Listed:
  • Avijit Bansal
  • Balagopal Gopalakrishnan
  • Joshy Jacob
  • Pranjal Srivastava

Abstract

We examine how the market valuation of firms varies on account of their operational fragility that makes them vulnerable to the COVID‐19 pandemic. Using the data on plant location that uniquely identifies the vulnerability of firms to operational disruptions, we find that firms with plants located in zones susceptible to higher infections earn significantly lower returns. For firms with high operational fragility, the marginal value of financial flexibility and operating flexibility is higher. The adverse impact of the operational fragility is lower for firms affiliated with the larger business groups. The paper identifies unique channels associated with the pandemic that impact firm value.

Suggested Citation

  • Avijit Bansal & Balagopal Gopalakrishnan & Joshy Jacob & Pranjal Srivastava, 2022. "Impact of operational fragility on stock returns: Lessons from COVID‐19 crisis," International Review of Finance, International Review of Finance Ltd., vol. 22(2), pages 365-398, June.
    • Handle: RePEc:bla:irvfin:v:22:y:2022:i:2:p:365-398
    DOI: 10.1111/irfi.12374
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/irfi.12374
    Download Restriction: no
    File URL: https://libkey.io/10.1111/irfi.12374?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
    ---><---

    References listed on IDEAS

    as
    1. Raffaele Santioni & Fabio Schiantarelli & Philip E. Strahan, 2017. "Internal Capital Markets in Times of Crisis: The Benefit of Group Affiliation in Italy," NBER Working Papers 23541, National Bureau of Economic Research, Inc.
    2. Christine M. Beckman & Pamela R. Haunschild & Damon J. Phillips, 2004. "Friends or Strangers? Firm-Specific Uncertainty, Market Uncertainty, and Network Partner Selection," Organization Science, INFORMS, vol. 15(3), pages 259-275, June.
    3. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    4. Rüdiger Fahlenbrach & Kevin Rageth & René M Stulz, 2021. "How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis [The risk of being a fallen angel and the corporate dash for cash in the midst of COVID]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5474-5521.
    5. Heitor Almeida & Chang‐Soo Kim & Hwanki Brian Kim, 2015. "Internal Capital Markets in Business Groups: Evidence from the Asian Financial Crisis," Journal of Finance, American Finance Association, vol. 70(6), pages 2539-2586, December.
    6. Gopalan, Radhakrishnan & Nanda, Vikram & Seru, Amit, 2007. "Affiliated firms and financial support: Evidence from Indian business groups," Journal of Financial Economics, Elsevier, vol. 86(3), pages 759-795, December.
    7. Cziraki, Peter & Lyandres, Evgeny & Michaely, Roni, 2021. "What do insiders know? Evidence from insider trading around share repurchases and SEOs," Journal of Corporate Finance, Elsevier, vol. 66(C).
    8. Hwang, Sunwoo & Kim, Woochan, 2016. "When heirs become major shareholders: Evidence on pyramiding financed by related-party sales," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 23-42.
    9. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    10. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    11. Lifeng Gu & Dirk Hackbarth & Tim Johnson, 2018. "Inflexibility and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 278-321.
    12. Christo Pirinsky & Qinghai Wang, 2006. "Does Corporate Headquarters Location Matter for Stock Returns?," Journal of Finance, American Finance Association, vol. 61(4), pages 1991-2015, August.
    13. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    14. Justin Murfin & Matthew Spiegel & Jose Scheinkman, 2020. "Is the Risk of Sea Level Rise Capitalized in Residential Real Estate?," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1217-1255.
    15. Jean-Noël Barrot & Basile Grassi & Julien Sauvagnat, 2020. "Estimating the Costs and Benefits of Mandated Business Closures in a Pandemic," Working Papers hal-02896739, HAL.
    16. Tarun Khanna & Krishna Palepu, 2000. "Is Group Affiliation Profitable in Emerging Markets? An Analysis of Diversified Indian Business Groups," Journal of Finance, American Finance Association, vol. 55(2), pages 867-891, April.
    17. Sebastian J. Reinartz & Thomas Schmid, 2016. "Production Flexibility, Product Markets, and Capital Structure Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 29(6), pages 1501-1548.
    18. Biggerstaff, Lee & Cicero, David & Wintoki, M. Babajide, 2020. "Insider trading patterns," Journal of Corporate Finance, Elsevier, vol. 64(C).
    19. Andrea Gamba & Alexander Triantis, 2008. "The Value of Financial Flexibility," Journal of Finance, American Finance Association, vol. 63(5), pages 2263-2296, October.
    20. Peter Kelly, 2018. "The Information Content of Realized Losses," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2468-2498.
    21. Venkat Kuppuswamy & Belén Villalonga, 2016. "Does Diversification Create Value in the Presence of External Financing Constraints? Evidence from the 2007–2009 Financial Crisis," Management Science, INFORMS, vol. 62(4), pages 905-923, April.
    22. Balagopal Vissa & Henrich R. Greve & Wei-Ru Chen, 2010. "Business Group Affiliation and Firm Search Behavior in India: Responsiveness and Focus of Attention," Organization Science, INFORMS, vol. 21(3), pages 696-712, June.
    23. Belén Villalonga & Raphael Amit, 2010. "Family Control of Firms and Industries," Financial Management, Financial Management Association International, vol. 39(3), pages 863-904, September.
    24. Wang, Yu-Chun & Chou, Robin K., 2018. "The impact of share pledging regulations on stock trading and firm valuation," Journal of Banking & Finance, Elsevier, vol. 89(C), pages 1-13.
    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. Srivastava, Pranjal & Jacob, Joshy, 2022. "Risk information - normal markets and the COVID-19 pandemic period," IIMA Working Papers WP 2022-10-02, Indian Institute of Management Ahmedabad, Research and Publication Department.

    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. Ducret, Romain, 2021. "Investors' perception of business group membership during an economic crisis : Evidence from the COVID-19 pandemic," FSES Working Papers 524, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    2. Banerjee, Pradip & Dhole, Sandip & Mishra, Sagarika, 2023. "Operating performance during the COVID-19 pandemic: Is there a business group advantage?," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    3. Wadhwa, Kavita & Syamala, Sudhakara Reddy, 2023. "Are business groups different from other family firms? Evidence from corporate investments during political uncertainty," Emerging Markets Review, Elsevier, vol. 54(C).
    4. Gopalakrishnan, Balagopal & Jacob, Joshy & Mohapatra, Sanket, 2022. "COVID-19 pandemic and debt financing by firms: Unravelling the channels," Economic Modelling, Elsevier, vol. 114(C).
    5. Liu, Yunxiao & Kim, Woochan & Sung, Taeyoon, 2021. "Investment efficiency of firms outside the business group," Journal of Corporate Finance, Elsevier, vol. 71(C).
    6. Panagiotis Avramidis & Ioannis Asimakopoulos & Dimitris Malliaropulos & Nickolaos G. Travlos, 2017. "Group affiliation in periods of credit contraction and bank’s reaction: evidence from the Greek crisis," Working Papers 237, Bank of Greece.
    7. Tan, Wenhao & Cao, Lin & Zhao, Jianfeng & Wang, Haolun & Shao, Chenhan, 2024. "Macroeconomic fluctuation and internal capital allocation in business group," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    8. Levander, Mats, 2018. "Diversication Advantages During the Global Financial Crisis," Working Paper Series 359, Sveriges Riksbank (Central Bank of Sweden).
    9. Gopalakrishnan, Balagopal & Jacob, Joshy & Mohapatra, Sanket, 2021. "Government responses, business continuity, and management sentiment: Impact on debt financing during COVID-19," IIMA Working Papers WP 2021-04-03, Indian Institute of Management Ahmedabad, Research and Publication Department.
    10. George A Shinkle & Jo-Ann Suchard, 2019. "Innovation in newly public firms: The influence of government grants, venture capital, and private equity," Australian Journal of Management, Australian School of Business, vol. 44(2), pages 248-281, May.
    11. Amess, Kevin & Banerji, Sanjay & Lampousis, Athanasios, 2015. "Corporate cash holdings: Causes and consequences," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 421-433.
    12. Aggarwal, Raj & Jindal, Varun & Seth, Rama, 2019. "Board diversity and firm performance: The role of business group affiliation," International Business Review, Elsevier, vol. 28(6), pages 1-1.
    13. Aldunate, Felipe & González, Felipe & Prem, Mounu & Urzúa, Francisco, 2020. "Privatization and business groups: Evidence from the Chicago Boys in Chile," Explorations in Economic History, Elsevier, vol. 78(C).
    14. Barry, John W. & Campello, Murillo & Graham, John R. & Ma, Yueran, 2022. "Corporate flexibility in a time of crisis," Journal of Financial Economics, Elsevier, vol. 144(3), pages 780-806.
    15. Basu, Debarati & Sen, Kaustav, 2022. "Organizational form and access to capital: The role of regulatory interventions," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(3).
    16. Ronald W. Masulis & Peter K. Pham & Jason Zein, 2020. "Family Business Group Expansion Through IPOs: The Role of Internal Capital Markets in Financing Growth While Preserving Control," Management Science, INFORMS, vol. 66(11), pages 5191-5215, November.
    17. Bilicka, Katarzyna & Qi, Yaxuan & Xing, Jing, 2022. "Real responses to anti-tax avoidance: Evidence from the UK Worldwide Debt Cap," Journal of Public Economics, Elsevier, vol. 214(C).
    18. Ms. Yu Shi & Robert M. Townsend & Wu Zhu, 2019. "Internal Capital Markets in Business Groups and the Propagation of Credit Supply Shocks," IMF Working Papers 2019/111, International Monetary Fund.
    19. Yin-Hua Yeh & James Juichia Lin, 2021. "Investment-cash flow sensitivity to internal capital markets and shareholding structure: evidence from Taiwanese business groups," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(4), pages 637-657, December.
    20. Nguyen, Harvey & Pham, Anh Viet & Pham, Man Duy (Marty) & Pham, Mia Hang, 2023. "Business resilience: Lessons from government responses to the global COVID-19 crisis," International Business Review, Elsevier, vol. 32(5).

    More about this item

    Statistics

    Access and download statistics

    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:bla:irvfin:v:22:y:2022:i:2:p:365-398. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1369-412X .

    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.