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Is there a CSI-leverage nexus?

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  • Ahmed, Huson Joher Ali
  • Azad, A.S.M. Sohel
  • Poon, Wai Ching
  • Safiullah, Md

Abstract

We examine how various measures of consumer sentiment index (CSI) affect firms' debt policy decisions. Using U.S. firm-level quarterly data from 1993 to 2017, we provide a strong positive relationship between CSI measures and corporate debt policy, implying that firms use external borrowing during a positive economic outlook and reap the tax-shield benefit. We also find that improved household optimism over financial and business sentiments leads to future household consumption. The CSI-leverage nexus is moderated by the state of firms' financial condition, reputation, and profitability. Importantly, our results are robust to sub-sample analysis, firm-level and macroeconomic controls, econometric specifications, alternative measures of sentiment including Shiller's cyclically adjusted price-earnings ratio (i.e., CAPE_SH), Baker and Wurgler (2006)’s stock market sentiment index (i.e., SENT_BW) and search-based uncertainty measure such as FEARS (i.e., Financial and Economic Attitudes Revealed by Search) index of Da, Engelberg, and Gao (2015).

Suggested Citation

  • Ahmed, Huson Joher Ali & Azad, A.S.M. Sohel & Poon, Wai Ching & Safiullah, Md, 2023. "Is there a CSI-leverage nexus?," International Review of Financial Analysis, Elsevier, vol. 89(C).
  • Handle: RePEc:eee:finana:v:89:y:2023:i:c:s1057521923003150
    DOI: 10.1016/j.irfa.2023.102799
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    as
    1. Stephane Dees & Pedro Soares Brinca, 2013. "Consumer confidence as a predictor of consumption spending: Evidence for the United States and the Euro area," International Economics, CEPII research center, issue 134, pages 1-14.
    2. Pascal Nguyen, 2017. "Asset risk and leverage under information asymmetry," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 18(3), pages 303-310, May.
    3. Smith, Clifford Jr. & Watts, Ross L., 1992. "The investment opportunity set and corporate financing, dividend, and compensation policies," Journal of Financial Economics, Elsevier, vol. 32(3), pages 263-292, December.
    4. Hurdle, Gloria J, 1974. "Leverage, Risk, Market Structure and Profitability," The Review of Economics and Statistics, MIT Press, vol. 56(4), pages 478-485, November.
    5. Carroll, Christopher D & Fuhrer, Jeffrey C & Wilcox, David W, 1994. "Does Consumer Sentiment Forecast Household Spending? If So, Why?," American Economic Review, American Economic Association, vol. 84(5), pages 1397-1408, December.
    6. Rampini, Adriano A. & Viswanathan, S., 2013. "Collateral and capital structure," Journal of Financial Economics, Elsevier, vol. 109(2), pages 466-492.
    7. Sullivan, Timothy G, 1974. "Market Power, Profitability and Financial Leverage," Journal of Finance, American Finance Association, vol. 29(5), pages 1407-1414, December.
    8. Zhi Da & Joseph Engelberg & Pengjie Gao, 2015. "Editor's Choice The Sum of All FEARS Investor Sentiment and Asset Prices," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 1-32.
    9. Raghuram G. Rajan, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 399-441.
    10. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    11. Lewellen, Katharina, 2006. "Financing decisions when managers are risk averse," Journal of Financial Economics, Elsevier, vol. 82(3), pages 551-589, December.
    12. Kim, Wi Saeng & Sorensen, Eric H., 1986. "Evidence on the Impact of the Agency Costs of Debt on Corporate Debt Policy," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(2), pages 131-144, June.
    13. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    14. Dang, Tri Vi & Xu, Zhaoxia, 2018. "Market Sentiment and Innovation Activities," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1135-1161, June.
    15. Frederick L. Muller & Bruce D. Fielitz & Myron T. Greene, 1984. "Portfolio Performance In Relation To Quality, Earnings, Dividends, Firm Size, Leverage, And Return On Equity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 7(1), pages 17-26, March.
    16. Acemoglu, Daron & Scott, Andrew, 1994. "Consumer Confidence and Rational Expectations: Are Agents' Beliefs Consistent with the Theory?," Economic Journal, Royal Economic Society, vol. 104(422), pages 1-19, January.
    17. Sydney C. Ludvigson, 2004. "Consumer Confidence and Consumer Spending," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 29-50, Spring.
    18. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    19. Campello, Murillo & Giambona, Erasmo, 2013. "Real Assets and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(5), pages 1333-1370, October.
    20. Toy, Norman & Stonehill, Arthur & Remmers, Lee & Wright, Richard & Beekhuisen, Theo, 1974. "A Comparative International Study of Growth, Profitability, and Risk as Determinants of Corporate Debt Ratios in the Manufacturing Sector," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(5), pages 875-886, November.
    21. Owen A. Lamont & Jeremy C. Stein, 2006. "Investor Sentiment and Corporate Finance: Micro and Macro," American Economic Review, American Economic Association, vol. 96(2), pages 147-151, May.
    22. Lamont, Owen, 1995. "Corporate-Debt Overhang and Macroeconomic Expectations," American Economic Review, American Economic Association, vol. 85(5), pages 1106-1117, December.
    23. Castelnuovo, Efrem & Tran, Trung Duc, 2017. "Google It Up! A Google Trends-based Uncertainty index for the United States and Australia," Economics Letters, Elsevier, vol. 161(C), pages 149-153.
    24. Souleles, Nicholas S, 2004. "Expectations, Heterogeneous Forecast Errors, and Consumption: Micro Evidence from the Michigan Consumer Sentiment Surveys," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(1), pages 39-72, February.
    25. John H. Boyd & Jian Hu & Ravi Jagannathan, 2005. "The Stock Market's Reaction to Unemployment News: Why Bad News Is Usually Good for Stocks," Journal of Finance, American Finance Association, vol. 60(2), pages 649-672, April.
    26. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    27. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    28. Olivier Blanchard & Changyong Rhee & Lawrence Summers, 1993. "The Stock Market, Profit, and Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(1), pages 115-136.
    29. Aivazian, Varouj A. & Ge, Ying & Qiu, Jiaping, 2005. "The impact of leverage on firm investment: Canadian evidence," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 277-291, March.
    30. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    31. 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.
    32. Chen, Shiu-Sheng, 2011. "Lack of consumer confidence and stock returns," Journal of Empirical Finance, Elsevier, vol. 18(2), pages 225-236, March.
    33. Michael Lemmon & Evgenia Portniaguina, 2006. "Consumer Confidence and Asset Prices: Some Empirical Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1499-1529.
    34. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    35. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    36. repec:eme:mfppss:mf-02-2016-0045 is not listed on IDEAS
    37. Huang, Rongbing & Ritter, Jay R., 2009. "Testing Theories of Capital Structure and Estimating the Speed of Adjustment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 237-271, April.
    38. Bruno, Albert V. & Tyebjee, Tyzoon T., 1985. "The entrepreneur's search for capital," Journal of Business Venturing, Elsevier, vol. 1(1), pages 61-74.
    39. Ivo Welch, 2011. "Two Common Problems in Capital Structure Research: The Financial‐Debt‐To‐Asset Ratio and Issuing Activity Versus Leverage Changes," International Review of Finance, International Review of Finance Ltd., vol. 11(1), pages 1-17, March.
    40. Randall Morck & Andrei Shleifer & Robert W. Vishny, 1990. "The Stock Market and Investment: Is the Market a Sideshow?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(2), pages 157-216.
    41. Nguyen, Viet Hoang & Claus, Edda, 2013. "Good news, bad news, consumer sentiment and consumption behavior," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 426-438.
    42. Baker, Samuel H, 1973. "Risk, Leverage, and Profitability: An Industry Analysis," The Review of Economics and Statistics, MIT Press, vol. 55(4), pages 503-507, November.
    43. 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.
    44. repec:cii:cepiei:2013-q2-134-1 is not listed on IDEAS
    45. Michelle L. Barnes & Giovanni P. Olivei, 2017. "Consumer Attitudes and Their Forecasting Power for Consumer Spending," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(5), pages 1031-1058, August.
    46. Praet, Peter & Vuchelen, Jef, 1989. "The contribution of consumer confidence indexes in forecasting the effects of oil prices on private consumption," International Journal of Forecasting, Elsevier, vol. 5(3), pages 393-397.
    47. 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.
    48. Kieschnick, Robert & Moussawi, Rabih, 2018. "Firm age, corporate governance, and capital structure choices," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 597-614.
    49. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    50. Robert B. Barsky & Eric R. Sims, 2012. "Information, Animal Spirits, and the Meaning of Innovations in Consumer Confidence," American Economic Review, American Economic Association, vol. 102(4), pages 1343-1377, June.
    51. Chen, Zhiyao & Harford, Jarrad & Kamara, Avraham, 2019. "Operating Leverage, Profitability, and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(1), pages 369-392, February.
    52. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    53. Loughran, Tim & Ritter, Jay R, 1995. "The New Issues Puzzle," Journal of Finance, American Finance Association, vol. 50(1), pages 23-51, March.
    54. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    55. Diamond, Douglas W, 1989. "Reputation Acquisition in Debt Markets," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 828-862, August.
    56. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    57. Scott, James H, Jr, 1977. "Bankruptcy, Secured Debt, and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 32(1), pages 1-19, March.
    58. Lim, Steve C. & Macias, Antonio J. & Moeller, Thomas, 2020. "Intangible assets and capital structure," Journal of Banking & Finance, Elsevier, vol. 118(C).
    59. Zulfiqar Ali Memon & Yan Chen & Muhammad Zubair Tauni & Hashmat Ali, 2018. "The impact of cash flow volatility on firm leverage and debt maturity structure: evidence from China," China Finance Review International, Emerald Group Publishing Limited, vol. 8(1), pages 69-91, January.
    60. Roger Sherman & Robert Tollison, 1972. "Technology, Profit Risk, and Assessments of Market Performance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 86(3), pages 448-462.
    61. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1990. "The Stock Market Investments: Is the Market a Sideshow?," Scholarly Articles 30747157, Harvard University Department of Economics.
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    More about this item

    Keywords

    Consumer sentiment; Leverage policy; Consumption expenditure; Investment activities;
    All these keywords.

    JEL classification:

    • D1 - Microeconomics - - Household Behavior
    • G - Financial Economics
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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