IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v94y2024ics1057521924002266.html
   My bibliography  Save this article

Crime and covenants

Author

Listed:
  • Shazia, Farhan

Abstract

Crime is a major concern in the U.S., with implications for the allocation of resources due to the uncertainty associated with it. This paper examines whether the U.S. state property crime rate is a source of uncertainty that induces lenders to increase and tighten covenants as a result of increased risk. I found that greater crime exposure by borrowers leads lenders to impose higher and tighter covenants. The results remain robust to various covenant intensity measures and are not driven by endogeneity. A difference-in-difference test shows that a firm's relocation to a higher-crime-prone state significantly increases covenant intensity. I explore two potential channels that drive the effect of property crime: earnings volatility and reduced collateral value of firms operating in crime-ridden states. I find that covenants and spreads are complementary factors in the presence of higher property crimes.

Suggested Citation

  • Shazia, Farhan, 2024. "Crime and covenants," International Review of Financial Analysis, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:finana:v:94:y:2024:i:c:s1057521924002266
    DOI: 10.1016/j.irfa.2024.103294
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521924002266
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2024.103294?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. Demerjian, Peter R. & Owens, Edward L., 2016. "Measuring the probability of financial covenant violation in private debt contracts," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 433-447.
    2. Prilmeier, Robert, 2017. "Why do loans contain covenants? Evidence from lending relationships," Journal of Financial Economics, Elsevier, vol. 123(3), pages 558-579.
    3. Thompson, Samuel B., 2011. "Simple formulas for standard errors that cluster by both firm and time," Journal of Financial Economics, Elsevier, vol. 99(1), pages 1-10, January.
    4. Allen Lynch & David Rasmussen, 2001. "Measuring the impact of crime on house prices," Applied Economics, Taylor & Francis Journals, vol. 33(15), pages 1981-1989.
    5. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    6. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    7. Elisa Luciano & Wim Schoutens, 2006. "A multivariate jump-driven financial asset model," Quantitative Finance, Taylor & Francis Journals, vol. 6(5), pages 385-402.
    8. Brushwood, James & Dhaliwal, Dan & Fairhurst, Douglas & Serfling, Matthew, 2016. "Property crime, earnings variability, and the cost of capital," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 142-173.
    9. Hans B. Christensen & Valeri V. Nikolaev, 2012. "Capital Versus Performance Covenants in Debt Contracts," Journal of Accounting Research, Wiley Blackwell, vol. 50(1), pages 75-116, March.
    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. Devin Caughey & Christopher Warshaw, 2016. "The Dynamics of State Policy Liberalism, 1936–2014," American Journal of Political Science, John Wiley & Sons, vol. 60(4), pages 899-913, October.
    12. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    13. Peter R. Demerjian, 2017. "Uncertainty and debt covenants," Review of Accounting Studies, Springer, vol. 22(3), pages 1156-1197, September.
    14. Hans B. Christensen & Valeri V. Nikolaev & Regina Wittenberg‐Moerman, 2016. "Accounting Information in Financial Contracting: The Incomplete Contract Theory Perspective," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 397-435, May.
    15. Thaler, Richard, 1978. "A note on the value of crime control: Evidence from the property market," Journal of Urban Economics, Elsevier, vol. 5(1), pages 137-145, January.
    16. Cem Demiroglu & Christopher James & Atay Kizilaslan, 2012. "Bank Lending Standards and Access to Lines of Credit," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(6), pages 1063-1089, September.
    17. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    18. Cem Demiroglu & Christopher M. James, 2010. "The Information Content of Bank Loan Covenants," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3700-3737, October.
    19. Hollander, Stephan & Verriest, Arnt, 2016. "Bridging the gap: the design of bank loan contracts and distance," Journal of Financial Economics, Elsevier, vol. 119(2), pages 399-419.
    20. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    21. Philippe Aghion & Patrick Bolton, 1992. "An Incomplete Contracts Approach to Financial Contracting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 473-494.
    22. Morgan Kelly, 2000. "Inequality And Crime," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 530-539, November.
    23. Michael Bradley & Michael R. Roberts, 2015. "The Structure and Pricing of Corporate Debt Covenants," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-37.
    24. Mehlum, Halvor & Moene, Karl & Torvik, Ragnar, 2005. "Crime induced poverty traps," Journal of Development Economics, Elsevier, vol. 77(2), pages 325-340, August.
    25. Krkoska Libor & Robeck Katrin, 2009. "Crime, Business Conduct and Investment Decisions: Enterprise Survey Evidence from 34 Countries in Europe and Asia," Review of Law & Economics, De Gruyter, vol. 5(1), pages 493-516, September.
    26. Michael Goldberg & Kwang Wook Kim & Maria Ariano, 2014. "How Firms Cope with Crime and Violence : Experiences from around the World," World Bank Publications - Books, The World Bank Group, number 16539.
    27. Mark J. Garmaise & Tobias J. Moskowitz, 2006. "Bank Mergers and Crime: The Real and Social Effects of Credit Market Competition," Journal of Finance, American Finance Association, vol. 61(2), pages 495-538, April.
    28. Caughey, Devin & Warshaw, Christopher, 2018. "Policy Preferences and Policy Change: Dynamic Responsiveness in the American States, 1936–2014," American Political Science Review, Cambridge University Press, vol. 112(2), pages 249-266, May.
    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. Zhiming Ma & Derrald Stice & Christopher Williams, 2022. "What's my style? Supply‐side determinants of debt covenant inclusion," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(3-4), pages 461-490, March.
    2. Wang, Jing, 2017. "Debt covenant design and creditor control rights: Evidence from the tightest covenant," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 331-352.
    3. Daniel Cohen & Bin Li & Ningzhong Li & Yun Lou, 2022. "Major government customers and loan contract terms," Review of Accounting Studies, Springer, vol. 27(1), pages 275-312, March.
    4. Christensen, Hans B. & Macciocchi, Daniele & Morris, Arthur & Nikolaev, Valeri V., 2022. "Financial shocks to lenders and the composition of financial covenants," Journal of Accounting and Economics, Elsevier, vol. 73(1).
    5. Björn Imbierowicz & Daniel Streitz, 2024. "Financial debt contracting and managerial agency problems," Financial Management, Financial Management Association International, vol. 53(1), pages 99-118, March.
    6. Hao, Jie & Pham, Viet & Sánchez, Daniela & Sánchez, Juan Manuel, 2021. "Perceptions of corporate corruption culture and debt contracting," Journal of Corporate Finance, Elsevier, vol. 71(C).
    7. Chy, Mahfuz & Kyung, Hoyoun, 2023. "The effect of bond market transparency on bank loan contracting," Journal of Accounting and Economics, Elsevier, vol. 75(2).
    8. Chu, Yongqiang & Lin, Luca X. & Xiao, Zhanbing, 2024. "Agree to disagree: Lender equity holdings, within-syndicate conflicts, and covenant design," Journal of Financial Intermediation, Elsevier, vol. 57(C).
    9. Ambrocio, Gene & Colak, Gonul & Hasan, Iftekhar, 2022. "Commitment or constraint? The effect of loan covenants on merger and acquisition activity," Finance Research Letters, Elsevier, vol. 47(PB).
    10. Jan P. Voon & Chen Lin & Yiu. C. Ma, 2022. "Managerial overconfidence and bank loan covenant usage," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 4575-4598, October.
    11. Marquardt, Blair B. & Sanchez, Juan Manuel, 2022. "Blockholder board representation and debt contracting," Journal of Banking & Finance, Elsevier, vol. 142(C).
    12. Bazzana, Flavio & Zadorozhnaya, Anna & Gabriele, Roberto, 2018. "The role of covenants in bond issue. The case of Russian companies," Emerging Markets Review, Elsevier, vol. 36(C), pages 1-18.
    13. Freudenberg, Felix & Imbierowicz, Björn & Saunders, Anthony & Steffen, Sascha, 2017. "Covenant violations and dynamic loan contracting," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 540-565.
    14. Peter R. Demerjian, 2017. "Uncertainty and debt covenants," Review of Accounting Studies, Springer, vol. 22(3), pages 1156-1197, September.
    15. Colleen Honigsberg & Sharon P. Katz & Sunay Mutlu & Gil Sadka, 2021. "State contract law and the use of accounting information in debt contracts," Review of Accounting Studies, Springer, vol. 26(1), pages 124-171, March.
    16. Takuma Kochiyama & Ryosuke Nakamura & Akinobu Shuto, 2021. "How do bank lenders use borrowers’ financial statements? Evidence from a survey of Japanese banks," CARF F-Series CARF-F-522, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    17. Lim, Jesslyn & Do, Viet & Vu, Tram, 2022. "The effect of lenders’ dual holding on loan contract design: Evidence from performance pricing provisions," Journal of Banking & Finance, Elsevier, vol. 137(C).
    18. Xu Chong Bo & Wenyi Li & Jing Shi & Yi Zheng & Qing Zhou, 2021. "Relationship lending and bank loan covenant violations," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5847-5878, December.
    19. Ningzhong Li, 2016. "Performance Measures in Earnings‐Based Financial Covenants in Debt Contracts," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1149-1186, September.
    20. Theophilus Lartey & Albert Danso, 2022. "CEO overconfidence and debt covenant violations," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(1), pages 162-199, March.

    More about this item

    Keywords

    Covenant intensity; Covenant tightness; Property crime;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:eee:finana:v:94:y:2024:i:c:s1057521924002266. 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/inca/620166 .

    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.