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Does Corporate Investment Respond to the Time-Varying Cost of Capital? Empirical Evidence

Published online by Cambridge University Press:  21 December 2020

Yongjin Kim Open the ORCID record for Yongjin Kim [Opens in a new window]
Yongjin Kim*
Affiliation:
City University of Hong Kong
*
[email protected]
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Abstract

I examine whether the time-varying cost of capital is considered in firms’ capital budgeting decisions. For this test, I measure the conditional cost of equity using individual equity option prices. I find that corporate investment responds negatively to fluctuations in the option-implied cost of equity and the weighted average costs of capital. Furthermore, through decomposing marginal $ q $, I reveal that the cost-of-capital elasticity of empirical investment is almost identical to its productivity elasticity, as theory predicts. These findings suggest that firms’ discount rates are updated accurately in practice despite the failure of conventional frameworks, such as factor-based models, in this regard.

Type
Research Article
Information
Journal of Financial and Quantitative Analysis , Volume 57 , Issue 2 , March 2022 , pp. 629 - 668
Copyright
© The Author(s), 2020. Published by Cambridge University Press on behalf of the Michael G. Foster School of Business, University of Washington

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Footnotes

I am particularly grateful to my dissertation advisor Bryan Routledge, Jarrad Harford (the editor), and the anonymous referee for helpful comments. I also thank Peter Feldhutter, Brent Glover, Richard Green, Hope Hyeun Han, Stephen Karolyi, Lars-Alexander Kuehn, Kai Li, Tao Li, Justin Nguyen, Jianfeng Yu, and seminar participants at the 2014 Financial Research Association Meeting, the City University of Hong Kong, Peking University, Korea Advanced Institute of Science and Technology (KAIST), the 2017 Hong Kong-Shenzhen Summer Finance Conference, the 2019 Asian Financial Association meeting, and the 2019 Conference on Asia-Pacific Financial Markets.

References

Abel, A. B., and Blanchard, O. J.. “The Present Value of Profits and Cyclical Movements in Investment.” Econometrica, 54 (1986), 249–273.CrossRefGoogle Scholar
Abel, A. B., and Eberly, J. C.. “A Unified Model of Investment under Uncertainty.” American Economic Review, 84 (1994), 1369–1384.Google Scholar
Ait-Sahalia, Y., and Lo, A. W.. “Nonparametric Risk Management and Implied Risk Aversion.” Journal of Econometrics, 94 (2000), 9–51.CrossRefGoogle Scholar
Alfaro, I.; Bloom, N.; and Lin, X.. “The Finance Uncertainty Multiplier.” NBER Working Paper No. 24571 (2017).10.2139/ssrn.3093871CrossRefGoogle Scholar
Anderson, C. W., and Garcia-Feijoo, L.. “Empirical Evidence on Capital Investment, Growth Options, and Security Returns.” Journal of Finance, 61 (2006), 171–194.CrossRefGoogle Scholar
Arif, S., and Lee, C. M.. “Aggregate Investment and Investor Sentiment.” Review of Financial Studies, 27 (2014), 3241–3279.10.1093/rfs/hhu054CrossRefGoogle Scholar
Backus, D.; Chernov, M.; and Martin, I.. “Disasters Implied by Equity Index Options.” Journal of Finance, 66 (2011), 1969–2012.10.1111/j.1540-6261.2011.01697.xCrossRefGoogle Scholar
Baker, M., and Wurgler, J.. “Investor Sentiment and Cross-Section of Stock Returns.” Journal of Finance, 61 (2006), 1645–11,680.10.1111/j.1540-6261.2006.00885.xCrossRefGoogle Scholar
Berk, J. B.; Green, R. C.; and Naik, V.. “Optimal Investment, Growth Options, and Security Returns.” Journal of Finance, 54 (1999), 1553–1607.CrossRefGoogle Scholar
Berk, J. B.; Green, R. C.; and Naik, V.. “Valuation and Return Dynamics of New Ventures.” Review of Financial Studies, 17 (2004), 1–35.10.1093/rfs/hhg021CrossRefGoogle Scholar
Bloom, N. “The Impact of Uncertainty Shocks.” Econometrica, 77 (2009), 623–685.Google Scholar
Borovicka, J.; Hansen, L. P.; and Scheinkman, J. A.. “Misspecified Recovery.” Journal of Finance, 71 (2016), 2493–2544.10.1111/jofi.12404CrossRefGoogle Scholar
Bourgeois, L. J. “Organizational Slack and Political Behavior among Top Management Teams.” Academy of Management Review, 6 (1981), 29–39.10.2307/257138CrossRefGoogle Scholar
Breeden, D. T., and Litzenberger, R. H.. “Prices of State-Contingent Claims Implicit in Option Prices.” Journal of Business, 51 (1978), 621–651.CrossRefGoogle Scholar
Caballero, R. J. “Small Sample Bias and Adjustment Costs.” Review of Economics and Statistics, 76 (1994), 52–58.10.2307/2109825CrossRefGoogle Scholar
Caballero, R. J.; Engel, E. M. R. A.; and Haltiwanger, J. C.. “Plant-Level Adjustment and Aggregate Investment Dynamics.” Brookings Papers on Economic Activity, 2 (1995), 1–54.CrossRefGoogle Scholar
Carr, P., and Wu, L.. “Variance Risk Premiums.” Review of Financial Studies, 22 (2009), 1311–1341.CrossRefGoogle Scholar
Cochrane, J. H. “Production-Based Asset Pricing and the Link between Stock Returns and Economic Fluctuations.” Journal of Finance, 46 (1991), 209–237.10.1111/j.1540-6261.1991.tb03750.xCrossRefGoogle Scholar
Cochrane, J. H. “Presidential Address: Discount Rates.” Journal of Finance, 66 (2011), 1047–1108.CrossRefGoogle Scholar
Cogley, T., and Sargent, T. J.. “The Market Price of Risk and the Equity Premium: A Legacy of the Great Depression?” Journal of Monetary Economics, 55 (2008), 454–476.10.1016/j.jmoneco.2008.01.006CrossRefGoogle Scholar
Dixit, A. K., and Pindyck, R. S.. Investment under Uncertainty, Princeton, NJ: Princeton University Press (1993).Google Scholar
Erickson, T.; Jiang, C. H.; and Whited, T. M.. “Minimum Distance Estimation of the Error-in-Variables Model Using Linear Cumulant Equations.” Journal of Econometrics, 183 (2014), 211–221.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Industry Costs of Equity.” Journal of Financial Economics, 43 (1997), 153–193.10.1016/S0304-405X(96)00896-3CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “A Five-Factor Asset Pricing Model.” Journal of Financial Economics, 116 (2015), 1–22.10.1016/j.jfineco.2014.10.010CrossRefGoogle Scholar
Frank, M. Z., and Shen, T.. “Investment and the Weighted Average Cost of Capital.” Journal of Financial Economics, 119 (2016), 300–315.10.1016/j.jfineco.2015.09.001CrossRefGoogle Scholar
Gebhardt, W. R.; Lee, C. M. C.; and Swaminathan, B.. “Toward an Implied Cost of Capital.” Journal of Accounting Research, 39 (2001), 135–176.CrossRefGoogle Scholar
Gertler, M., and Gilchrist, S.. “Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms.” Quarterly Journal of Economics, 109 (1994), 309–340.CrossRefGoogle Scholar
Gilchrist, S., and Zakrajsek, E.. “Credit Spreads and Business Cycle Fluctuations.” American Economic Review, 102 (2012), 1692–1720.CrossRefGoogle Scholar
Golez, B. “Expected Return and Dividend Growth Rates Implied by Derivative Markets.” Review of Financial Studies, 27 (2014), 790–822.CrossRefGoogle Scholar
Graham, J. R., and Harvey, C. R.. “The Theory and Practice of Corporate Finance: Evidence from the Field.” Journal of Financial Economics, 60 (2001), 187–243.CrossRefGoogle Scholar
Graham, J. R.; Harvey, C. R.; and Puri, M.. “Capital Allocation and Delegation of Decision-Making Authority within Firms.” Journal of Financial Economics, 115 (2015), 449–470.CrossRefGoogle Scholar
Hoberg, G., and Maksimovic, V.. “Redefining Financial Constraints: A Text-Based Analysis.” Review of Financial Studies, 28 (2014), 1312–1352.CrossRefGoogle Scholar
Hou, K.; van Dijk, M. A.; and Zhang, Y.. “The Implied Cost of Capital: A New Approach.” Journal of Accounting and Economics, 53 (2012), 504–526.10.1016/j.jacceco.2011.12.001CrossRefGoogle Scholar
Hou, K.; Xue, C.; and Zhang, L.. “Digesting Anomalies: An Investment Approach.” Review of Financial Studies, 28 (2015), 650–705.10.1093/rfs/hhu068CrossRefGoogle Scholar
Jagannathan, R.; Matsa, D. A.; Meier, I.; and Tarhan, V.. “Why Do Firms Use High Discount Rates?” Journalf of Financial Economics, 120 (2016), 445–463.CrossRefGoogle Scholar
Jagannathan, R., and Meier, I.. “Do We Need CAPM for Capital Budgeting?” NBER Working Paper No. 24571 (2002).CrossRefGoogle Scholar
Jagannathan, R., and Wang, Z.. “The Conditional CAPM and the Cross-Section of Expected Returns.” Journal of Finance, 51 (1996), 3–53.CrossRefGoogle Scholar
Jermann, U. J. “Asset Pricing in Production Economies.” Journal of Monetary Economics, 41 (1998), 257–275.CrossRefGoogle Scholar
Kaplan, S. N., and Zingales, L.. “Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?” Quarterly Journal of Economics, 112 (1997), 169–215.CrossRefGoogle Scholar
Kashyap, A. K.; Lamont, O. A.; and Stein, J. C.. “Credit Conditions and the Cyclical Behavior of Inventories.” Quarterly Journal of Economics, 109 (1994), 565–592.CrossRefGoogle Scholar
Kim, H., and Kung, H.. “The Asset Redeployability Channel: How Uncertainty Affects Corporate Investment.” Review of Financial Studies, 30 (2017), 245–280.CrossRefGoogle Scholar
Kim, Y., and Routledge, B. R.. “Does Macro-Asset Pricing Matter for Corporate Finance?” Critical Finance Review, (2019), forthcoming.Google Scholar
Kogan, L., and Papanikolaou, D.. “Economic Activity of Firms and Asset Prices.” Annual Review of Financial Economics, 4 (2012), 361–384.CrossRefGoogle Scholar
Kuehn, L.-A., and Schmid, L.. “Investment-Based Corporate Bond Pricing.” Journal of Finance, 69 (2014), 2741–2776.CrossRefGoogle Scholar
Lamont, O.; Polk, C.; and Saa-Requejo, J.. “Financial Constraints and Stock Returns.” Review of Financial Studies, 14 (2001), 529–554.CrossRefGoogle Scholar
Lamont, O. A. “Investment Plans and Stock Returns.” Journal of Finance, 55 (2000), 2719–2745.CrossRefGoogle Scholar
Lettau, M., and Ludvigson, S.. “Time-Varying Risk Premia and the Cost of Capital: An Alternative Implication of the Q Theory of Investment.” Journal of Monetary Economics, 49 (2002), 31–66.CrossRefGoogle Scholar
Levi, Y., and Welch, I.. “Best Practice for Cost-of-Capital Estimates.” Journal of Financial and Quantitative Analysis, 52 (2017), 427–463.CrossRefGoogle Scholar
Lewellen, J. “The Cross-Section of Expected Stock Returns.” Critical Finance Review, 4 (2015), 1–44.CrossRefGoogle Scholar
Liu, L. X.; Whited, T. M.; and Zhang, L.. “Investment-Based Expected Stock Returns.” Journal of Political Economy, 117 (2009), 1105–1139.CrossRefGoogle Scholar
Ludvigson, S. C. Advances in Consumption-Based Asset Pricing : Empirical Tests, vol. 2, Amsterdam, Netherlands: North-Holland (2013).Google Scholar
Martin, I. “What Is the Expected Return on the Market?” Quarterly Journal of Economics, 132 (2017), 367–433.10.1093/qje/qjw034CrossRefGoogle Scholar
Martin, I., and Wagner, C.. “What Is the Expected Return on a Stock?” Journal of Finance, 74 (2019), 1887 – 1929.CrossRefGoogle Scholar
Myers, S. C. “Determinants of Corporate Borrowing.” Journal of Finance, 5 (1977), 147–175.Google Scholar
Philippon, T. “The Bond Market’s Q.” Quarterly Journal of Economics, 124 (2009), 1011–1056.CrossRefGoogle Scholar
Rajan, R. G., and Zingales, L.. “Financial Dependence and Growth.” American Economic Review, 88 (1998), 559–586.Google Scholar
Ross, S. “The Recovery Theorem.” Journal of Finance, 70 (2015), 615–648.10.1111/jofi.12092CrossRefGoogle Scholar
Shapiro, M. D. “Investment, Output, and the Cost of Capital.” Brookings Papers on Economic Activity, 1 (1986), 111–164.CrossRefGoogle Scholar
Titman, S.; Wei, K. J.; and Xie, F.. “Capital Investment and Stock Returns.” Journal of Financial and Quantitative Analysis, 39 (2004), 677–700.CrossRefGoogle Scholar
Warusawitharana, M. “The Expected Real Return to Equity.” Journal of Economic Dynamics and Control, 37 (2013), 1929–1946.CrossRefGoogle Scholar
Welch, I., and Goyal, A.. “A Comprehensive Look at the Empirical Performance of Equity Premium Prediction.” Review of Financial Studies, 21 (2008), 1455–1508.CrossRefGoogle Scholar
Whited, T. M., and Wu, G.. “Financial Constraints Risk.” Review of Financial Studies, 19 (2006), 531–559.CrossRefGoogle Scholar
Zhang, L. “The Value Premium.” Journal of Finance, 60 (2005), 67–103.CrossRefGoogle Scholar
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