IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/18263.html
   My bibliography  Save this paper

As Certain as Debt and Taxes: Estimating the Tax Sensitivity of Leverage from Exogenous State Tax Changes

Author

Listed:
  • Florian Heider
  • Alexander Ljungqvist

Abstract

We use a natural experiment in the form of 121 staggered changes in corporate income tax rates across U.S. states to show that tax considerations are a first-order determinant of firms' capital structure choices. Over the period 1990-2011, firms increase long-term leverage by 104 basis points on average (or $32.5 million in extra debt) in response to an average tax increase of 131 basis points. Contrary to static trade-off theory, the tax sensitivity of leverage is asymmetric: firms do not reduce leverage in response to tax cuts. Using treatment reversals, we find this to be true even within-firm: tax increases that are later reversed nonetheless lead to permanent increases in a firm's leverage - an unexpected and novel form of hysteresis. Our findings are robust to various confounds such as unobserved variation in local business conditions, union power, or unemployment risk. Treatment effects are heterogeneous and confirm the tax channel: tax sensitivity is greater among profitable and investment-grade firms which respectively have a greater marginal tax benefit and lower marginal cost of issuing debt.

Suggested Citation

  • Florian Heider & Alexander Ljungqvist, 2012. "As Certain as Debt and Taxes: Estimating the Tax Sensitivity of Leverage from Exogenous State Tax Changes," NBER Working Papers 18263, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:18263
    Note: CF
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w18263.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 10(4), pages 628-649, December.
    2. Gordon, Roger H. & Lee, Young, 2001. "Do taxes affect corporate debt policy? Evidence from U.S. corporate tax return data," Journal of Public Economics, Elsevier, vol. 82(2), pages 195-224, November.
    3. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    4. Agrawal, Ashwini K. & Matsa, David A., 2013. "Labor unemployment risk and corporate financing decisions," Journal of Financial Economics, Elsevier, vol. 108(2), pages 449-470.
    5. JULES H. Van BINSBERGEN & JOHN R. GRAHAM & JIE YANG, 2010. "The Cost of Debt," Journal of Finance, American Finance Association, vol. 65(6), pages 2089-2136, December.
    6. Graham, John R., 1996. "Debt and the marginal tax rate," Journal of Financial Economics, Elsevier, vol. 41(1), pages 41-73, May.
    7. Lin, Leming & Flannery, Mark J., 2013. "Do personal taxes affect capital structure? Evidence from the 2003 tax cut," Journal of Financial Economics, Elsevier, vol. 109(2), pages 549-565.
    8. Titman, Sheridan, 1984. "The effect of capital structure on a firm's liquidation decision," Journal of Financial Economics, Elsevier, vol. 13(1), pages 137-151, March.
    9. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    10. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    11. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    12. Graham, John R., 1996. "Proxies for the corporate marginal tax rate," Journal of Financial Economics, Elsevier, vol. 42(2), pages 187-221, October.
    13. John Asker & Joan Farre-Mensa & Alexander Ljungqvist, 2011. "Comparing the Investment Behavior of Public and Private Firms," NBER Working Papers 17394, National Bureau of Economic Research, Inc.
    14. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    15. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    16. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    17. Givoly, Dan, et al, 1992. "Taxes and Capital Structure: Evidence from Firms' Response to the Tax Reform Act of 1986," The Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 331-355.
    18. James H. Scott Jr., 1976. "A Theory of Optimal Capital Structure," Bell Journal of Economics, The RAND Corporation, vol. 7(1), pages 33-54, Spring.
    19. Barry T. Hirsch & David A. MacPherson, 2003. "Union Membership and Coverage Database from the Current Population Survey: Note," ILR Review, Cornell University, ILR School, vol. 56(2), pages 349-354, January.
    20. Roger H. Gordon & Jeffrey K. MacKie-Mason, 1990. "Effects of the Tax Reform Act of 1986 on Corporate Financial Policy and Organizational Form," NBER Working Papers 3222, National Bureau of Economic Research, Inc.
    21. David A. Matsa, 2010. "Capital Structure as a Strategic Variable: Evidence from Collective Bargaining," Journal of Finance, American Finance Association, vol. 65(3), pages 1197-1232, June.
    22. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    23. Guimaraes, Paulo & Portugal, Pedro, 2009. "A Simple Feasible Alternative Procedure to Estimate Models with High-Dimensional Fixed Effects," IZA Discussion Papers 3935, Institute of Labor Economics (IZA).
    24. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    25. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    26. Kraus, Alan & Litzenberger, Robert H, 1973. "A State-Preference Model of Optimal Financial Leverage," Journal of Finance, American Finance Association, vol. 28(4), pages 911-922, September.
    27. Miller, Merton H, 1977. "Debt and Taxes," Journal of Finance, American Finance Association, vol. 32(2), pages 261-275, May.
    28. Fritz Foley, C. & Hartzell, Jay C. & Titman, Sheridan & Twite, Garry, 2007. "Why do firms hold so much cash? A tax-based explanation," Journal of Financial Economics, Elsevier, vol. 86(3), pages 579-607, December.
    29. Eugene F. Fama & Kenneth R. French, 1998. "Taxes, Financing Decisions, and Firm Value," Journal of Finance, American Finance Association, vol. 53(3), pages 819-843, June.
    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. Juan Carlos Suárez Serrato & Owen Zidar, 2016. "Who Benefits from State Corporate Tax Cuts? A Local Labor Markets Approach with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 106(9), pages 2582-2624, September.
    2. C, Loran & Eckbo, Espen & Lu, Ching-Chih, 2014. "Does Executive Compensation Reflect Default Risk?," UiS Working Papers in Economics and Finance 2014/11, University of Stavanger.
    3. Alexander Ljungqvist & Michael Smolyansky, 2014. "To Cut or Not to Cut? On the Impact of Corporate Taxes on Employment and Income," NBER Working Papers 20753, National Bureau of Economic Research, Inc.
    4. Colonnello, Stefano & Curatola, Giuliano & Hoang, Ngoc Giang, 2017. "Direct and indirect risk-taking incentives of inside debt," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 428-466.
    5. Antonio Falato & Jae W. Sim, 2014. "Why Do Innovative Firms Hold So Much Cash? Evidence from Changes in State R&D Tax Credits," Finance and Economics Discussion Series 2014-72, Board of Governors of the Federal Reserve System (U.S.).
    6. Quoc-Anh Do & Yen-Teik Lee & Bang Dang Nguyen, 2013. "Political Connections and Firm Value: Evidence from the Regression Discontinuity Design of Close Gubernatorial Elections," SciencePo Working papers Main hal-03460972, HAL.
    7. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    8. Anat R. Admati & Peter M. Demarzo & Martin F. Hellwig & Paul Pfleiderer, 2018. "The Leverage Ratchet Effect," Journal of Finance, American Finance Association, vol. 73(1), pages 145-198, February.
    9. Mai, Nhat Chi, 2012. "Market timing, taxes and capital structure: evidence from Vietnam," OSF Preprints t3mvs, Center for Open Science.
    10. Daniel Aobdia, 2018. "Employee mobility, noncompete agreements, product-market competition, and company disclosure," Review of Accounting Studies, Springer, vol. 23(1), pages 296-346, March.
    11. repec:hal:spmain:info:hdl:2441/7o52iohb7k6srk09n0dcia0po is not listed on IDEAS
    12. repec:hal:spmain:info:hdl:2441/65rged1j6o9gl9jvp8a09o3eue is not listed on IDEAS
    13. Temimi, Akram & Zeitun, Rami & Mimouni, Karim, 2016. "How does the tax status of a country impact capital structure? Evidence from the GCC region," Journal of Multinational Financial Management, Elsevier, vol. 37, pages 71-89.
    14. Daniel Velázquez Orihuela & Diana Xóchitl González Gómez, 2016. "Impuestos y deuda pública: una relación paradójica," Revista Facultad de Ciencias Económicas, Universidad Militar Nueva Granada, vol. 24(2), pages 7-28, October.
    15. Francis A. Longstaff & Ilya A. Strebulaev, 2014. "Corporate Taxes and Capital Structure: A Long-Term Historical Perspective," NBER Working Papers 20372, National Bureau of Economic Research, Inc.

    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. Mai, Nhat Chi, 2012. "Market timing, taxes and capital structure: evidence from Vietnam," OSF Preprints t3mvs, Center for Open Science.
    2. Heider, Florian & Ljungqvist, Alexander, 2015. "As certain as debt and taxes: Estimating the tax sensitivity of leverage from state tax changes," Journal of Financial Economics, Elsevier, vol. 118(3), pages 684-712.
    3. Feld, Lars P. & Heckemeyer, Jost H. & Overesch, Michael, 2013. "Capital structure choice and company taxation: A meta-study," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2850-2866.
    4. repec:idn:jimfjn:v:1:y:2016:i:2e:p:1-34 is not listed on IDEAS
    5. Graham, John R., 1999. "Do personal taxes affect corporate financing decisions?," Journal of Public Economics, Elsevier, vol. 73(2), pages 147-185, August.
    6. Abrapuspa Ghani Talattov & Nur Azura Sanusi & Suhal Kusairi & Abu Hassan Shaari, 2016. "The Role Of Corporate Zakat On Optimal Capital Structure Policy: Evidence From Malaysian Firms," Journal of Islamic Monetary Economics and Finance, Bank Indonesia, vol. 1(2), pages 259-292, February.
    7. Shoaib Ali & Attiya Yasmin Javid, 2015. "Relationship between Credit Rating, Capital Structure and Earning Management Behaviour: Evidence from Pakistani Listed Firms," PIDE-Working Papers 2015:121, Pakistan Institute of Development Economics.
    8. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.
    9. Rana El Bahsh & Ali Alattar & Aziz N. Yusuf, 2018. "Firm, Industry and Country Level Determinants of Capital Structure: Evidence from Jordan," International Journal of Economics and Financial Issues, Econjournals, vol. 8(2), pages 175-190.
    10. Michael Overesch & Dennis Voeller, 2010. "The Impact of Personal and Corporate Taxation on Capital Structure Choices," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 66(3), pages 263-294, September.
    11. Stavros H. Arvanitis & Irakleia S. Tzigkounaki & Theodoros V. Stamatopoulos & Eleftherios I. Thalassinos, 2012. "Dynamic Approach of Capital Structure of European Shipping Companies," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 5(3), pages 33-63, December.
    12. Temimi, Akram & Zeitun, Rami & Mimouni, Karim, 2016. "How does the tax status of a country impact capital structure? Evidence from the GCC region," Journal of Multinational Financial Management, Elsevier, vol. 37, pages 71-89.
    13. Barakat, Mounther-Hussein & Rao, Ramesh-P, 2003. "The role of taxes in capital structure: evidence from taxed and non-taxed Arab economies," MPRA Paper 25472, University Library of Munich, Germany, revised Aug 2006.
    14. Alves, Paulo & Couto, Eduardo Barbosa & Francisco, Paulo Morais, 2015. "Board of directors’ composition and capital structure," Research in International Business and Finance, Elsevier, vol. 35(C), pages 1-32.
    15. San Martín, Pablo & Saona, Paolo, 2017. "Capital structure in the Chilean corporate sector: Revisiting the stylized facts," Research in International Business and Finance, Elsevier, vol. 40(C), pages 163-174.
    16. Valeriya Valer’evna Metel’skaya, 2021. "Correlation-and-regression analysis of the influence of macroeconomic factors on capital structure of Russian corporations under crisis conditions," Journal of Innovation and Entrepreneurship, Springer, vol. 10(1), pages 1-34, December.
    17. Alves, Paulo & Couto, Eduardo & Francisco, Paulo, 2014. "Board of directors’ composition and financing choices," MPRA Paper 52973, University Library of Munich, Germany, revised 2014.
    18. Hanlon, Michelle & Heitzman, Shane, 2010. "A review of tax research," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 127-178, December.
    19. Bayan M Arqawi & William J Bertin & Laurie Prather, 2014. "The impact of product warranties on the capital structure of Australian firms," Australian Journal of Management, Australian School of Business, vol. 39(2), pages 207-225, May.
    20. Faisal Seraj Alnori & Ali Mohsen Shaddady, 2019. "Corporate Debt Choice and Board Size: The Case of Oil Exporting Economy," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 9(5), pages 1-6.
    21. Yildirim, Ramazan & Masih, Mansur & Bacha, Obiyathulla Ismath, 2018. "Determinants of capital structure: evidence from Shari'ah compliant and non-compliant firms," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 198-219.

    More about this item

    JEL classification:

    • G0 - Financial Economics - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:18263. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.