IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/20210.html
   My bibliography  Save this paper

External Equity Financing Shocks, Financial Flows, and Asset Prices

Author

Listed:
  • Frederico Belo
  • Xiaoji Lin
  • Fan Yang

Abstract

The ability of corporations to raise external equity finance varies with macroeconomic conditions, suggesting that the cost of equity issuance is time-varying. Using cross sectional data on U.S. publicly traded firms, we construct an empirical proxy of an aggregate shock to the cost of equity issuance, which we interpret as a financial shock. We show that this shock captures systematic risk, and that exposure to this shock helps price the cross section of stock returns including book-to-market, investment, and size portfolios. We propose a dynamic investment-based model with stochastic equity issuance costs and a collateral constraint to interpret the empirical findings. Our central finding is that time variation in external equity financing costs is important for the model to quantitatively capture the joint dynamics of firms’ asset prices, real quantities, and financing flows. In the model, growth firms, high investment firms, and large firms, can substitute more easily debt financing for equity financing when it becomes more costly to raise external equity, hence these firms are less risky in equilibrium. The model also replicates the failure of the unconditional CAPM in pricing the cross section of stock returns.

Suggested Citation

  • Frederico Belo & Xiaoji Lin & Fan Yang, 2014. "External Equity Financing Shocks, Financial Flows, and Asset Prices," NBER Working Papers 20210, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:20210
    Note: AP
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w20210.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lettau, Martin & Ludvigson, Sydney, 2002. "Time-varying risk premia and the cost of capital: An alternative implication of the Q theory of investment," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 31-66, January.
    2. Lin, Xiaoji, 2012. "Endogenous technological progress and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 103(2), pages 411-427.
    3. Aubhik Khan & Julia K. Thomas, 2013. "Credit Shocks and Aggregate Fluctuations in an Economy with Production Heterogeneity," Journal of Political Economy, University of Chicago Press, vol. 121(6), pages 1055-1107.
    4. Christopher A. Hennessy & Toni M. Whited, 2007. "How Costly Is External Financing? Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 62(4), pages 1705-1745, August.
    5. Monika Merz & Eran Yashiv, 2007. "Labor and the Market Value of the Firm," American Economic Review, American Economic Association, vol. 97(4), pages 1419-1431, September.
    6. Patrick Bolton & Hui Chen & Neng Wang, 2011. "A Unified Theory of Tobin's q, Corporate Investment, Financing, and Risk Management," Journal of Finance, American Finance Association, vol. 66(5), pages 1545-1578, October.
    7. Gilchrist, Simon & Leahy, John V., 2002. "Monetary policy and asset prices," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 75-97, January.
    8. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    9. Jack Favilukis & Xiaoji Lin, 2012. "Wage Rigidity: A Solution to Several Asset Pricing Puzzles," 2012 Meeting Papers 589, Society for Economic Dynamics.
    10. Leonid Kogan & Dimitris Papanikolaou, 2014. "Growth Opportunities, Technology Shocks, and Asset Prices," Journal of Finance, American Finance Association, vol. 69(2), pages 675-718, April.
    11. Laura Xiaolei Liu & Toni M. Whited & Lu Zhang, 2009. "Investment-Based Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 117(6), pages 1105-1139, December.
    12. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    13. Frederico Belo & Xiaoji Lin & Santiago Bazdresch, 2014. "Labor Hiring, Investment, and Stock Return Predictability in the Cross Section," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 129-177.
    14. Christopher A. Hennessy & Toni M. Whited, 2005. "Debt Dynamics," Journal of Finance, American Finance Association, vol. 60(3), pages 1129-1165, June.
    15. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    16. Dmitry Livdan & Horacio Sapriza & Lu Zhang, 2009. "Financially Constrained Stock Returns," Journal of Finance, American Finance Association, vol. 64(4), pages 1827-1862, August.
    17. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    18. Jermann, Urban J., 1998. "Asset pricing in production economies," Journal of Monetary Economics, Elsevier, vol. 41(2), pages 257-275, April.
    19. Lucas, Deborah J & McDonald, Robert L, 1990. "Equity Issues and Stock Price Dynamics," Journal of Finance, American Finance Association, vol. 45(4), pages 1019-1043, September.
    20. Peter M. Demarzo & Michael J. Fishman & Zhiguo He & Neng Wang, 2012. "Dynamic Agency and the q Theory of Investment," Journal of Finance, American Finance Association, vol. 67(6), pages 2295-2340, December.
    21. Frederico Belo & Xiaoji Lin, 2012. "The Inventory Growth Spread," The Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 278-313.
    22. 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.
    23. R. David Mclean & Mengxin Zhao, 2014. "The Business Cycle, Investor Sentiment, and Costly External Finance," Journal of Finance, American Finance Association, vol. 69(3), pages 1377-1409, June.
    24. Bolton, Patrick & Chen, Hui & Wang, Neng, 2013. "Market timing, investment, and risk management," Journal of Financial Economics, Elsevier, vol. 109(1), pages 40-62.
    25. Martin Lettau & Jessica A. Wachter, 2007. "Why Is Long‐Horizon Equity Less Risky? A Duration‐Based Explanation of the Value Premium," Journal of Finance, American Finance Association, vol. 62(1), pages 55-92, February.
    26. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
    27. Huddart, Steven, 1994. "Employee stock options," Journal of Accounting and Economics, Elsevier, vol. 18(2), pages 207-231, September.
    28. Marimon, Ramon & Scott, Andrew (ed.), 1999. "Computational Methods for the Study of Dynamic Economies," OUP Catalogue, Oxford University Press, number 9780198294979.
    29. 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.
    30. Tauchen, George & Hussey, Robert, 1991. "Quadrature-Based Methods for Obtaining Approximate Solutions to Nonlinear Asset Pricing Models," Econometrica, Econometric Society, vol. 59(2), pages 371-396, March.
    31. Stulz, ReneM., 1988. "Managerial control of voting rights : Financing policies and the market for corporate control," Journal of Financial Economics, Elsevier, vol. 20(1-2), pages 25-54, January.
    32. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    33. Jack Favilukis & Xiaoji Lin, 2016. "Wage Rigidity: A Quantitative Solution to Several Asset Pricing Puzzles," The Review of Financial Studies, Society for Financial Studies, vol. 29(1), pages 148-192.
    34. Fama, Eugene F. & French, Kenneth R., 2005. "Financing decisions: who issues stock?," Journal of Financial Economics, Elsevier, vol. 76(3), pages 549-582, June.
    35. Lawrence J. Christiano & Michele Boldrin & Jonas D. M. Fisher, 2001. "Habit Persistence, Asset Returns, and the Business Cycle," American Economic Review, American Economic Association, vol. 91(1), pages 149-166, March.
    36. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    37. Georg Kaltenbrunner & Lars A. Lochstoer, 2010. "Long-Run Risk through Consumption Smoothing," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3190-3224, August.
    38. Altinkilic, Oya & Hansen, Robert S, 2000. "Are There Economies of Scale in Underwriting Fees? Evidence of Rising External Financing Costs," The Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 191-218.
    39. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    40. repec:bla:jfinan:v:59:y:2004:i:4:p:1481-1509 is not listed on IDEAS
    41. Kahle, Kathleen M. & Stulz, René M., 2013. "Access to capital, investment, and the financial crisis," Journal of Financial Economics, Elsevier, vol. 110(2), pages 280-299.
    42. M. Max Croce & Howard Kung & Thien T. Nguyen & Lukas Schmid, 2012. "Fiscal Policies and Asset Prices," The Review of Financial Studies, Society for Financial Studies, vol. 25(9), pages 2635-2672.
    43. Dimitris Papanikolaou, 2011. "Investment Shocks and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 119(4), pages 639-685.
    44. Cochrane, John H, 1996. "A Cross-Sectional Test of an Investment-Based Asset Pricing Model," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 572-621, June.
    45. Cochrane, John H, 1991. "Production-Based Asset Pricing and the Link between Stock Returns and Economic Fluctuations," Journal of Finance, American Finance Association, vol. 46(1), pages 209-237, March.
    46. Thien Nguyen & Lukas Schmid & Howard Kung & Mariano Croce, 2012. "Fiscal Policies and Asset Prices," 2012 Meeting Papers 565, Society for Economic Dynamics.
    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. Christian Bittner & Diana Bonfim & Florian Heider & Farzad Saidi & Glenn Schepens & Carla Soares, 2022. "The Augmented Bank Balance-Sheet Channel of Monetary Policy," ECONtribute Discussion Papers Series 149, University of Bonn and University of Cologne, Germany.
    2. Andrea Caggese & Ander Pérez-Orive, 2017. "Capital Misallocation and Secular Stagnation," Finance and Economics Discussion Series 2017-009, Board of Governors of the Federal Reserve System (U.S.).
    3. Mamdouh Medhat & Berardino Palazzo, 2020. "Equity Financing Risk," Finance and Economics Discussion Series 2020-037, Board of Governors of the Federal Reserve System (U.S.).
    4. Cooper, Michael & Gulen, Huseyin & Ion, Mihai, 2024. "The use of asset growth in empirical asset pricing models," Journal of Financial Economics, Elsevier, vol. 151(C).
    5. Efdal Ulas Misirli, 2018. "Productivity Risk and Industry Momentum," Financial Management, Financial Management Association International, vol. 47(3), pages 739-774, September.
    6. Bai, Hang & Hou, Kewei & Kung, Howard & Zhang, Lu, 2015. "The CAPM Strikes Back? An Investment Model with Disasters," Working Paper Series 2015-03, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    7. Christoph Görtz & Plutarchos Sakellaris & John D. Tsoukalas, 2017. "Financing Lumpy Adjustment," Working Papers 2017_06, Business School - Economics, University of Glasgow.
    8. Francesco Bianchi & Cosmin L. Ilut & Martin Schneider, 2018. "Uncertainty Shocks, Asset Supply and Pricing over the Business Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 810-854.
    9. Winston Wei Dou & Yan Ji & David Reibstein & Wei Wu, 2021. "Inalienable Customer Capital, Corporate Liquidity, and Stock Returns," Journal of Finance, American Finance Association, vol. 76(1), pages 211-265, February.
    10. Hu, Weiping & Li, Kai & Zhang, Xiao, 2024. "Financial constraints, cash flow timing patterns, and asset prices," Journal of Financial Economics, Elsevier, vol. 157(C).
    11. Eisfeldt, Andrea L. & Muir, Tyler, 2016. "Aggregate external financing and savings waves," Journal of Monetary Economics, Elsevier, vol. 84(C), pages 116-133.
    12. Wix, Carlo, 2017. "The long-run real effects of banking crises: Firm-level investment dynamics and the role of wage rigidity," SAFE Working Paper Series 189, Leibniz Institute for Financial Research SAFE.
    13. Caggese, Andrea & Pérez-Orive, Ander, 2022. "How stimulative are low real interest rates for intangible capital?," European Economic Review, Elsevier, vol. 142(C).
    14. Po‐Hsuan Hsu & Huijun Wang & Wei Yang, 2022. "General Purpose Technologies as Systematic Risk in Global Stock Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(5), pages 1141-1173, August.
    15. Andrea L. Eisfeldt & Tyler Muir, 2014. "Aggregate External Financing and Savings Waves," NBER Working Papers 20442, National Bureau of Economic Research, Inc.
    16. Filippo Ippolito & Alessandro Villa, 2022. "Levered Returns and Capital Structure Imbalances," Working Paper Series WP 2022-42, Federal Reserve Bank of Chicago.
    17. Chen, Hsuan-Chi & Chou, Robin K. & Lu, Chien-Lin, 2021. "Misvaluation and the corporate propensity to hold cash," Journal of Corporate Finance, Elsevier, vol. 70(C).

    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. Xiaoji Lin & Fan Yang & Frederico Belo, 2014. "External Equity Financing Costs, Financial Flows, and Asset Prices," 2014 Meeting Papers 863, Society for Economic Dynamics.
    2. Lin, Xiaoji, 2012. "Endogenous technological progress and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 103(2), pages 411-427.
    3. Frederico Belo & Jun Li & Xiaoji Lin & Xiaofei Zhao, 2017. "Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3669-3709.
    4. Patrick Bolton & Ye Li & Neng Wang & Jinqiang Yang, 2020. "Dynamic Banking and the Value of Deposits," NBER Working Papers 28298, National Bureau of Economic Research, Inc.
    5. Jun Li, 2019. "Explaining Momentum and Value Simultaneously," Management Science, INFORMS, vol. 64(9), pages 4239-4260, September.
    6. Iván Alfaro & Nicholas Bloom & Xiaoji Lin, 2024. "The Finance Uncertainty Multiplier," Journal of Political Economy, University of Chicago Press, vol. 132(2), pages 577-615.
    7. Winston Wei Dou & Yan Ji & David Reibstein & Wei Wu, 2021. "Inalienable Customer Capital, Corporate Liquidity, and Stock Returns," Journal of Finance, American Finance Association, vol. 76(1), pages 211-265, February.
    8. Andrea L. Eisfeldt & Tyler Muir, 2014. "Aggregate External Financing and Savings Waves," NBER Working Papers 20442, National Bureau of Economic Research, Inc.
    9. Frederico Belo & Chen Xue & Lu Zhang, 2013. "A Supply Approach to Valuation," The Review of Financial Studies, Society for Financial Studies, vol. 26(12), pages 3029-3067.
    10. Eisfeldt, Andrea L. & Muir, Tyler, 2016. "Aggregate external financing and savings waves," Journal of Monetary Economics, Elsevier, vol. 84(C), pages 116-133.
    11. Strebulaev, Ilya A. & Whited, Toni M., 2012. "Dynamic Models and Structural Estimation in Corporate Finance," Foundations and Trends(R) in Finance, now publishers, vol. 6(1–2), pages 1-163, November.
    12. Frederico Belo & Chen Xue & Lu Zhang, 2010. "Cross-sectional Tobin's Q," NBER Working Papers 16336, National Bureau of Economic Research, Inc.
    13. Garlappi, Lorenzo & Song, Zhongzhi, 2017. "Capital utilization, market power, and the pricing of investment shocks," Journal of Financial Economics, Elsevier, vol. 126(3), pages 447-470.
    14. Filippo Ippolito & Alessandro Villa, 2022. "Levered Returns and Capital Structure Imbalances," Working Paper Series WP 2022-42, Federal Reserve Bank of Chicago.
    15. Xiao, J., 2016. "Corporate Debt Structure, Precautionary Savings, and Investment Dynamics," Cambridge Working Papers in Economics 1666, Faculty of Economics, University of Cambridge.
    16. Bolton, Patrick & Chen, Hui & Wang, Neng, 2013. "Market timing, investment, and risk management," Journal of Financial Economics, Elsevier, vol. 109(1), pages 40-62.
    17. Warusawitharana, Missaka, 2013. "The expected real return to equity," Journal of Economic Dynamics and Control, Elsevier, vol. 37(9), pages 1929-1946.
    18. Bolton, Patrick & Wang, Neng & Yang, Jinqiang, 2019. "Investment under uncertainty with financial constraints," Journal of Economic Theory, Elsevier, vol. 184(C).
    19. Frederico Belo & Xiaoji Lin & Maria Ana Vitorino, 2014. "Brand Capital and Firm Value," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(1), pages 150-169, January.
    20. Li, Jay Y. & Mauer, David C., 2016. "Financing uncertain growth," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 241-261.

    More about this item

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    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:20210. 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.