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13-09-2023 | Original Research

Corporate debt policy and tax uncertainty

Authors: Kathleen Petrie Fuller, Qun Wu, Serhat Yildiz

Published in: Review of Quantitative Finance and Accounting

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Abstract

The relation between taxes and capital structure has long been studied in academic literature but the relation between tax uncertainty and capital structure remains underexplored. Using a measure of tax uncertainty based on an accounting reserve for contingent tax liability, we find that tax uncertainty is negatively associated with firms’ leverage. In terms of economic significance, the effect of tax uncertainty on capital structure is comparable to that of nondebt tax shields. Our results also show that tax uncertainty is negatively related to debt issuance. The impact of tax uncertainty is more pronounced for firms with more financial constraints and default risks. Overall, our findings highlight a new channel through which tax planning policies affect corporate policies and document that the firm’s tax uncertainty is an important determinant of its capital structure and financing policies. Our results are robust to different empirical specifications and tests.

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Appendix
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Footnotes
1
Jacob and Schütt (2020) provide an excellent review of literature on tax policies and firm value.
 
2
See Graham (2003) and Hanlon and Heitzman (2010) for surveys of tax and tax avoidance research, and Saragih and Ali (2023) for a detailed survey of corporate tax risk studies.
 
3
Tax uncertainty arises when taxpayers are unsure whether the tax authority will assess an additional tax payment upon audit of their income tax returns (Blouin and Robinson 2014).
 
4
Uncertainty associated with other aspects of the firm can also impact its capital structure. For example, the uncertainty associated with stock returns is related to lower leverage ratios (Dinçergök and Eruygur 2023).
 
5
On September 24, 2010, the Internal Revenue Service (IRS) released the final version of Schedule UTP (Uncertain Tax Positions) and announced that certain corporate taxpayers must attach the Schedule to their annual income tax return. We explain Schedule UTP in Sect. 4.2.2.
 
6
Table 8 report the results for the regressions with the interaction terms of high cash holding (high capital expenditure) and tax uncertainty. The results show that the overall impact of tax uncertainty on leverage is negative even for sub-samples of high cash holding (high capital expenditure). For example, the net effect of tax uncertainty for the high cash holding sub-sample is −0.3863 (= −1.0031 + 0.6168) as shown in Column 1. The net effect of tax uncertainty for the high capital expenditure sub-sample is −0.4173(= −0.8091 + 0.3918) as reported in Column 3.
 
7
Following Chen, Goldstein, and Jiang (2007) and Kaplan and Zingales (1997), we measure financial constraints with Four-variable KZ score (KZ4). Following (Brogaard et al. 2017; Bharath and Shumway 2008), we measure firm-level default risk with expected default frequency (EDF).
 
8
Similar to Graham and Tucker (2006), Lee, Shevlin, and Venkat (2023) also document the impact of level of tax avoidance on firms’ financing policies in a more comprehensive sample.
 
9
Our final sample has 4221 unique firms and 24,613 firm-year observations from 2007 to 2018.
 
10
Using a structural model, McClure (2023) documents significance of the financial reporting considerations such as FIN 48 in firms’ planning policies.
 
11
We give detailed variable definitions in Appendix A.
 
12
In our empirical model specifications, we closely follow Graham and Tucker (2006).
 
13
For example, the means of Log(sales) and Log(M/B) in our sample are consistent with Saretto and Tookes (2013) and our average collateral to asset ratio is comparable to Graham and Tucker (2006).
 
14
Jacob, Wentland, and Wentland (2022) examine the impact of tax uncertainty on investment and uses staggered implementation of Schedule UTP as a setting for difference-in-differences analysis.
 
15
In additional tests, we follow Jacob, Wentland, and Wentland (2022) and conduct placebo analyses to provide additional evidence for the validity of our difference-in-differences analysis. Our placebo tests show that our results are not driven by size differences. We report these tests in Appendix B.
 
16
Tax uncertainty is positively associated with firms’ cash holdings (Hanlon et al. 2017), but negatively related to firms’ capital expenditures (Jacob, Wentland, and Wentland, 2022).In additional robustness tests, we show that our findings are not driven by firms’ cash holdings or capital investments. We report these tests in Appendix C.
 
17
Our empirical model specification for tax uncertainty and debt issuance policy tests are like Graham and Tucker (2006).
 
18
Following Bakke and Whited (2010) and Kaplan and Zingales (1997), we measure financial constraints with Four-variable KZ score (KZ4). Following (Brogaard et al. 2017; Bharath and Shumway 2008), we measure firm-level default risk with expected default frequency (EDF). See Appendix D for calculation details.
 
19
We experiment with different placebo settings. For example, as in Jacob, Wentland, and Wentland (2022) we consider firms with assets above $100 M and increase placebo limits upwards by $100 M in 2010, 2012, and 2014. Our main findings are quantitatively similar.
 
20
Our four-variable version of Kaplan and Zingales’ (1997) measure is like that used in other studies. For example, Baker et al. (2003), Chen, Goldstein, and Jiang (2007), and Bakke and Whited (2010).
 
21
Detailed variable definitions are given in the Appendix A.
 
Literature
go back to reference Agrawal AK (2013) The impact of investor protection law on corporate policy and performance: evidence from the blue sky laws. J Financ Econ 107(2):417–435 CrossRef Agrawal AK (2013) The impact of investor protection law on corporate policy and performance: evidence from the blue sky laws. J Financ Econ 107(2):417–435 CrossRef
go back to reference Amberger HJ (2023) Volatility of Tax payments and dividend payouts. Contemp Account Res 40(1):451–487 CrossRef Amberger HJ (2023) Volatility of Tax payments and dividend payouts. Contemp Account Res 40(1):451–487 CrossRef
go back to reference Asquith P, Gertner R, Scharfstein D (1994) Anatomy of financial distress: an examination of junk-bond issuers. Q J Econ 109(3):625–658 CrossRef Asquith P, Gertner R, Scharfstein D (1994) Anatomy of financial distress: an examination of junk-bond issuers. Q J Econ 109(3):625–658 CrossRef
go back to reference Baker M, Wurgler J (2002) Market timing and capital structure. J Financ 57(1):1–32 CrossRef Baker M, Wurgler J (2002) Market timing and capital structure. J Financ 57(1):1–32 CrossRef
go back to reference Baker M, Stein JC, Wurgler J (2003) When does the market matter? Stock prices and the investment of equity-dependent firms. Q J Econ 118(3):969–1005 CrossRef Baker M, Stein JC, Wurgler J (2003) When does the market matter? Stock prices and the investment of equity-dependent firms. Q J Econ 118(3):969–1005 CrossRef
go back to reference Bakke T, Whited TM (2010) Which firms follow the market? An analysis of corporate investment decisions. Rev Financ Stud 23:1941–1980 CrossRef Bakke T, Whited TM (2010) Which firms follow the market? An analysis of corporate investment decisions. Rev Financ Stud 23:1941–1980 CrossRef
go back to reference Bates TW, Kahle KM, Stulz RM (2009) Why do U.S. firms hold so much more cash than they used to? J Financ 64(5):1985–2021 CrossRef Bates TW, Kahle KM, Stulz RM (2009) Why do U.S. firms hold so much more cash than they used to? J Financ 64(5):1985–2021 CrossRef
go back to reference Bharath ST, Shumway T (2008) Forecasting default with the Merton distance to default model. Rev Financ Stud 21(3):1339–1369 CrossRef Bharath ST, Shumway T (2008) Forecasting default with the Merton distance to default model. Rev Financ Stud 21(3):1339–1369 CrossRef
go back to reference Blouin JL, Robinson LA (2014) Insights from academic participation in the FAF’s initial PIR: the PIR of FIN 48. Account Horiz 28(3):479–500 CrossRef Blouin JL, Robinson LA (2014) Insights from academic participation in the FAF’s initial PIR: the PIR of FIN 48. Account Horiz 28(3):479–500 CrossRef
go back to reference Brogaard J, Li D, Xia Y (2017) Stock liquidity and default risk. J Financ Econ 124(3):486–502 CrossRef Brogaard J, Li D, Xia Y (2017) Stock liquidity and default risk. J Financ Econ 124(3):486–502 CrossRef
go back to reference Chen S, Chen X, Cheng Q, Shevlin T (2010) Are family firms more tax aggressive than non-family firms? J Financ Econ 95(1):41–61 CrossRef Chen S, Chen X, Cheng Q, Shevlin T (2010) Are family firms more tax aggressive than non-family firms? J Financ Econ 95(1):41–61 CrossRef
go back to reference Chen Q, Goldstein I, Jiang W (2007) Price informativeness and investment sensitivity to stock price. Rev Financ Stud 20(3):619–650 CrossRef Chen Q, Goldstein I, Jiang W (2007) Price informativeness and investment sensitivity to stock price. Rev Financ Stud 20(3):619–650 CrossRef
go back to reference Christensen HB, Hail L, Leuz C (2016) Capital-market effects of securities regulation: prior conditions, implementation, and enforcement. Rev Financ Stud 29(11):2885–2924 CrossRef Christensen HB, Hail L, Leuz C (2016) Capital-market effects of securities regulation: prior conditions, implementation, and enforcement. Rev Financ Stud 29(11):2885–2924 CrossRef
go back to reference Ciconte W, Donohoe MP, Lisowsky P, Mayberry M (2016) Predictable uncertainty: the relation between unrecognized tax benefits and future income tax cash outflows. Available at SSRN 2390150 Ciconte W, Donohoe MP, Lisowsky P, Mayberry M (2016) Predictable uncertainty: the relation between unrecognized tax benefits and future income tax cash outflows. Available at SSRN 2390150
go back to reference Cook KA, Moser WJ, Omer TC (2017) Tax avoidance and ex ante cost of capital. J Bus Financ Acc 44(7–8):1109–1136 CrossRef Cook KA, Moser WJ, Omer TC (2017) Tax avoidance and ex ante cost of capital. J Bus Financ Acc 44(7–8):1109–1136 CrossRef
go back to reference DeAngelo H, Masulis RW (1980) Optimal capital structure under corporate and personal taxation. J Financ Econ 8(1):3–29 CrossRef DeAngelo H, Masulis RW (1980) Optimal capital structure under corporate and personal taxation. J Financ Econ 8(1):3–29 CrossRef
go back to reference Diller M, Kortebusch P, Schneider G, Sureth-Sloane C (2017) Boon or bane? Advance tax rulings as a measure to mitigate tax uncertainty and foster investment. Eur Account Rev 26(3):441–468 CrossRef Diller M, Kortebusch P, Schneider G, Sureth-Sloane C (2017) Boon or bane? Advance tax rulings as a measure to mitigate tax uncertainty and foster investment. Eur Account Rev 26(3):441–468 CrossRef
go back to reference Dyreng SD, Hanlon M, Maydew EL (2018) When does tax avoidance result in tax uncertainty? Account Rev 94(2):179–203 CrossRef Dyreng SD, Hanlon M, Maydew EL (2018) When does tax avoidance result in tax uncertainty? Account Rev 94(2):179–203 CrossRef
go back to reference Edwards AS, Schwab CM, Shevlin T (2016) Financial constraints and cash tax savings. Account Rev 91(3):859–881 CrossRef Edwards AS, Schwab CM, Shevlin T (2016) Financial constraints and cash tax savings. Account Rev 91(3):859–881 CrossRef
go back to reference Faulkender M, Petersen MA (2006) Does the source of capital affect capital structure? Rev Financ Stud 19(1):45–79 CrossRef Faulkender M, Petersen MA (2006) Does the source of capital affect capital structure? Rev Financ Stud 19(1):45–79 CrossRef
go back to reference Faulkender M, Smith JM (2016) Taxes and leverage at multinational corporations. J Financ Econ 122(1):1–20 CrossRef Faulkender M, Smith JM (2016) Taxes and leverage at multinational corporations. J Financ Econ 122(1):1–20 CrossRef
go back to reference Foley C, Hartzel J, Titman S, Twite G (2007) Why do firms hold so much cash? A tax-based explanation. J Financ Econ 86:579–607 CrossRef Foley C, Hartzel J, Titman S, Twite G (2007) Why do firms hold so much cash? A tax-based explanation. J Financ Econ 86:579–607 CrossRef
go back to reference Givoly D, Hayn C, Ofer A, Sarig O (1992) Taxes and capital structure: evidence from firms’ response to the tax reform act of 1986. Rev Financ Stud 5(2):331–355 CrossRef Givoly D, Hayn C, Ofer A, Sarig O (1992) Taxes and capital structure: evidence from firms’ response to the tax reform act of 1986. Rev Financ Stud 5(2):331–355 CrossRef
go back to reference Goh B, Lee J, Lim C, Shevlin T (2016) The effect of corporate tax avoidance on the cost of equity. Account Rev 91(6):1647–1670 CrossRef Goh B, Lee J, Lim C, Shevlin T (2016) The effect of corporate tax avoidance on the cost of equity. Account Rev 91(6):1647–1670 CrossRef
go back to reference Graham JR (1996) Debt and the marginal tax rate. J Financ Econ 41(1):41–73 CrossRef Graham JR (1996) Debt and the marginal tax rate. J Financ Econ 41(1):41–73 CrossRef
go back to reference Graham JR (2000) How big are the tax benefits of debt? J Financ 55(5):1901–1941 CrossRef Graham JR (2000) How big are the tax benefits of debt? J Financ 55(5):1901–1941 CrossRef
go back to reference Graham JR (2003) Taxes and corporate finance: a review. Rev Financ Stud 16(4):1075–1129 CrossRef Graham JR (2003) Taxes and corporate finance: a review. Rev Financ Stud 16(4):1075–1129 CrossRef
go back to reference Graham JR, Tucker AL (2006) Tax shelters and corporate debt policy. J Financ Econ 81(3):563–594 CrossRef Graham JR, Tucker AL (2006) Tax shelters and corporate debt policy. J Financ Econ 81(3):563–594 CrossRef
go back to reference Gupta S, Laux RC, Lynch DP (2016) Do firms use tax reserves to meet analysts’ forecasts? Evidence from the pre- and post-FIN 48 periods. Contemp Account Res 33(3):1044–1074 CrossRef Gupta S, Laux RC, Lynch DP (2016) Do firms use tax reserves to meet analysts’ forecasts? Evidence from the pre- and post-FIN 48 periods. Contemp Account Res 33(3):1044–1074 CrossRef
go back to reference Hanlon M, Heitzman S (2010) A review of tax research. J Account Econ 50(2):127–178 CrossRef Hanlon M, Heitzman S (2010) A review of tax research. J Account Econ 50(2):127–178 CrossRef
go back to reference Hanlon M, Maydew EL, Saavedra D (2017) The taxman cometh: does tax uncertainty affect corporate cash holdings? Rev Account Stud 22(3):1198–1228 CrossRef Hanlon M, Maydew EL, Saavedra D (2017) The taxman cometh: does tax uncertainty affect corporate cash holdings? Rev Account Stud 22(3):1198–1228 CrossRef
go back to reference Hanlon M, Slemrod J (2009) What does tax uncertainty signal? Evidence from stock price reactions to news about tax shelter involvement. J Public Econ 93:126–141 CrossRef Hanlon M, Slemrod J (2009) What does tax uncertainty signal? Evidence from stock price reactions to news about tax shelter involvement. J Public Econ 93:126–141 CrossRef
go back to reference Hasan I, Hoi C, Wu Q, Zhang H (2014) Beauty is in the eye of the beholder: the effect of corporate tax avoidance on the cost of bank loans. J Financ Econ 113(1):109–130 CrossRef Hasan I, Hoi C, Wu Q, Zhang H (2014) Beauty is in the eye of the beholder: the effect of corporate tax avoidance on the cost of bank loans. J Financ Econ 113(1):109–130 CrossRef
go back to reference Isin A (2018) Tax avoidance and cost of debt: the case for loan-specific risk mitigation and public debt financing. J Corp Financ 2018(49):344–378 CrossRef Isin A (2018) Tax avoidance and cost of debt: the case for loan-specific risk mitigation and public debt financing. J Corp Financ 2018(49):344–378 CrossRef
go back to reference Jacob M, Schütt HH (2020) Firm valuation and the uncertainty of future tax avoidance. Eur Account Rev 29(3):409–435 CrossRef Jacob M, Schütt HH (2020) Firm valuation and the uncertainty of future tax avoidance. Eur Account Rev 29(3):409–435 CrossRef
go back to reference Jacob M, Wentland K, Wentland SA (2022) Real effects of tax uncertainty: evidence from firm capital investments. Manag Sci 68(6):4065–4089 CrossRef Jacob M, Wentland K, Wentland SA (2022) Real effects of tax uncertainty: evidence from firm capital investments. Manag Sci 68(6):4065–4089 CrossRef
go back to reference Kaplan SN, Zingales L (1997) Do investment-cash flow sensitivities provide useful measures of financing constraints? Q J Econ 112:169–215 CrossRef Kaplan SN, Zingales L (1997) Do investment-cash flow sensitivities provide useful measures of financing constraints? Q J Econ 112:169–215 CrossRef
go back to reference Kim J-B, Li Y, Zhang L (2011) Corporate tax avoidance and stock price crash risk: firm-level analysis. J Financ Econ 100(3):639–662 CrossRef Kim J-B, Li Y, Zhang L (2011) Corporate tax avoidance and stock price crash risk: firm-level analysis. J Financ Econ 100(3):639–662 CrossRef
go back to reference Korajczyk RA, Levy A (2003) Capital structure choice macroeconomic conditions and financial constraints. J Financ Econ 68(1):75–109 CrossRef Korajczyk RA, Levy A (2003) Capital structure choice macroeconomic conditions and financial constraints. J Financ Econ 68(1):75–109 CrossRef
go back to reference Lee C, Shevlin TJ (2023) Do Increases in tax policy uncertainty affect tax planning and other investments? Available at SSRN 4390298 Lee C, Shevlin TJ (2023) Do Increases in tax policy uncertainty affect tax planning and other investments? Available at SSRN 4390298
go back to reference Lee Y, Shevlin T, Venkat A (2023) The effect of tax avoidance on capital structure choices. J Am Tax Assoc 45(1):91–115 CrossRef Lee Y, Shevlin T, Venkat A (2023) The effect of tax avoidance on capital structure choices. J Am Tax Assoc 45(1):91–115 CrossRef
go back to reference Lisowsky P, Robinson L, Schmidt A (2013) Do publicly disclosed tax reserves tell us about privately disclosed tax shelter activity? J Acc Res 51(3):583–629 CrossRef Lisowsky P, Robinson L, Schmidt A (2013) Do publicly disclosed tax reserves tell us about privately disclosed tax shelter activity? J Acc Res 51(3):583–629 CrossRef
go back to reference MacKie-Mason JK (1990) Do taxes affect corporate financing decisions? J Financ 45(5):1471–1493 CrossRef MacKie-Mason JK (1990) Do taxes affect corporate financing decisions? J Financ 45(5):1471–1493 CrossRef
go back to reference Modigliani F, Miller MH (1958) The cost of capital, corporation finance and the theory of investment. Am Econ Rev 48(3):261–297 Modigliani F, Miller MH (1958) The cost of capital, corporation finance and the theory of investment. Am Econ Rev 48(3):261–297
go back to reference Modigliani F, Miller MH (1963) Corporate income taxes and the cost of capital: a correction. Am Econ Rev 53:433–443 Modigliani F, Miller MH (1963) Corporate income taxes and the cost of capital: a correction. Am Econ Rev 53:433–443
go back to reference Petersen MA (2009) Estimating standard errors in finance panel data sets: comparing approaches. Rev Financ Stud 22:435–480 CrossRef Petersen MA (2009) Estimating standard errors in finance panel data sets: comparing approaches. Rev Financ Stud 22:435–480 CrossRef
go back to reference Robinson LA, Schmidt AP (2013) Firm and investor responses to uncertain tax benefit disclosure requirements. J Am Tax Assoc 35(2):85–120 CrossRef Robinson LA, Schmidt AP (2013) Firm and investor responses to uncertain tax benefit disclosure requirements. J Am Tax Assoc 35(2):85–120 CrossRef
go back to reference Saragih AH, Ali S (2023) Corporate tax risk: a literature review and future research directions. Manag Rev Q 73(2):527–577 CrossRef Saragih AH, Ali S (2023) Corporate tax risk: a literature review and future research directions. Manag Rev Q 73(2):527–577 CrossRef
go back to reference Saretto A, Tookes HE (2013) Corporate leverage, debt maturity, and credit supply: the role of credit default swaps. Rev Financ Stud 26(5):1190–1247 CrossRef Saretto A, Tookes HE (2013) Corporate leverage, debt maturity, and credit supply: the role of credit default swaps. Rev Financ Stud 26(5):1190–1247 CrossRef
go back to reference Strebulaev IA, Yang B (2013) The mystery of zero-leverage firms. J Financ Econ 109(1):1–23 CrossRef Strebulaev IA, Yang B (2013) The mystery of zero-leverage firms. J Financ Econ 109(1):1–23 CrossRef
go back to reference Tosun MS, Yildiz S (2022) The relationship between tax uncertainty and trade credit: firm-level evidence from the United States. Appl Econ 54(15):1742–1758 CrossRef Tosun MS, Yildiz S (2022) The relationship between tax uncertainty and trade credit: firm-level evidence from the United States. Appl Econ 54(15):1742–1758 CrossRef
go back to reference Wooldridge JM (2012) Introductory econometrics: a modern approach. Cengage Learning, Boston Wooldridge JM (2012) Introductory econometrics: a modern approach. Cengage Learning, Boston
Metadata
Title
Corporate debt policy and tax uncertainty
Authors
Kathleen Petrie Fuller
Qun Wu
Serhat Yildiz
Publication date
13-09-2023
Publisher
Springer US
Published in
Review of Quantitative Finance and Accounting
Print ISSN: 0924-865X
Electronic ISSN: 1573-7179
DOI
https://doi.org/10.1007/s11156-023-01202-y