IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/13205.html
   My bibliography  Save this paper

Risk-Adjusted Capital Allocation and Misallocation

Author

Listed:
  • Schmid, Lukas
  • David, Joel
  • Zeke, David

Abstract

We develop a theory linking “misallocation,†i.e., dispersion in static marginal products of capital (MPK), to systematic investment risks. In our setup, firms differ in their exposure to these risks, which we show leads naturally to heterogeneity in firm-level risk premia and, more importantly, MPK. The theory predicts that cross-sectional dispersion in MPK (i) depends on cross-sectional dispersion in risk exposures and (ii) fluctuates with the price of risk, and thus is countercyclical. We document strong empirical support for these predictions. We devise a strategy to quantify variation in firm-level risk exposures using data on the dispersion of expected stock market returns. Our estimates imply that risk considerations explain almost 40% of observed MPK dispersion among US firms and in particular, can rationalize a large persistent component in firm-level MPK deviations. Our framework provides a sharp link between aggregate volatility, cross-sectional asset pricing and long-run economic performance – MPK dispersion induced by risk premium effects, although not prima facie inefficient, lowers the average level of aggregate TFP by as much as 7%, suggesting large “productivity costs†of business cycles.

Suggested Citation

  • Schmid, Lukas & David, Joel & Zeke, David, 2018. "Risk-Adjusted Capital Allocation and Misallocation," CEPR Discussion Papers 13205, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:13205
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP13205
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Leonid Kogan & Dimitris Papanikolaou, 2013. "Firm Characteristics and Stock Returns: The Role of Investment-Specific Shocks," The Review of Financial Studies, Society for Financial Studies, vol. 26(11), pages 2718-2759.
    2. Martin Lettau & Stijn Van Nieuwerburgh, 2008. "Reconciling the Return Predictability Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 21(4), pages 1607-1652, July.
    3. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    4. Ariel Burstein & Martin Eichenbaum & Sergio Rebelo, 2005. "Large Devaluations and the Real Exchange Rate," Journal of Political Economy, University of Chicago Press, vol. 113(4), pages 742-784, August.
    5. Andrea L. Eisfeldt & Yu Shi, 2018. "Capital Reallocation," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 361-386, November.
    6. Lewellen, Jonathan, 2015. "The Cross-section of Expected Stock Returns," Critical Finance Review, now publishers, vol. 4(1), pages 1-44, June.
    7. Jang-Sup Shin, 2011. "Finance and Economic Development in China: An Introduction," Global Economic Review, Taylor & Francis Journals, vol. 40(2), pages 141-143.
    8. Rudolfs Bems & Julian di Giovanni, 2016. "Income-Induced Expenditure Switching," American Economic Review, American Economic Association, vol. 106(12), pages 3898-3931, December.
    9. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    10. Aviv Nevo & Arlene Wong, 2019. "The Elasticity Of Substitution Between Time And Market Goods: Evidence From The Great Recession," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 60(1), pages 25-51, February.
    11. Nicholas Bloom & Max Floetotto & Nir Jaimovich & Itay Saporta†Eksten & Stephen J. Terry, 2018. "Really Uncertain Business Cycles," Econometrica, Econometric Society, vol. 86(3), pages 1031-1065, May.
    12. Chen, Natalie & Juvenal, Luciana, 2018. "Quality and the Great Trade Collapse," Journal of Development Economics, Elsevier, vol. 135(C), pages 59-76.
    13. Restoy, Fernando & Rockinger, G Michael, 1994. "On Stock Market Returns and Returns on Investment," Journal of Finance, American Finance Association, vol. 49(2), pages 543-556, June.
    14. Gian Luca Clementi & Berardino Palazzo, 2016. "Entry, Exit, Firm Dynamics, and Aggregate Fluctuations," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(3), pages 1-41, July.
    15. Joel M. David & Hugo A. Hopenhayn & Venky Venkateswaran, 2016. "Information, Misallocation, and Aggregate Productivity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 943-1005.
    16. 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.
    17. João F. Gomes & Amir Yaron & Lu Zhang, 2006. "Asset Pricing Implications of Firms' Financing Constraints," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1321-1356.
    18. 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.
    19. Joel M. David & Venky Venkateswaran, 2019. "The Sources of Capital Misallocation," American Economic Review, American Economic Association, vol. 109(7), pages 2531-2567, July.
    20. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    21. Fernando Alvarez & Urban J. Jermann, 2004. "Using Asset Prices to Measure the Cost of Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1223-1256, December.
    22. Donangelo, Andres & Gourio, François & Kehrig, Matthias & Palacios, Miguel, 2019. "The cross-section of labor leverage and equity returns," Journal of Financial Economics, Elsevier, vol. 132(2), pages 497-518.
    23. Jaimovich, Nir & Rebelo, Sergio & Wong, Arlene, 2019. "Trading down and the business cycle," Journal of Monetary Economics, Elsevier, vol. 102(C), pages 96-121.
    24. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    25. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    26. Adam M Guren & Alisdair McKay & Emi Nakamura & Jón Steinsson, 2021. "Housing Wealth Effects: The Long View," Review of Economic Studies, Oxford University Press, vol. 88(2), pages 669-707.
    27. Robert J. Barro, 2006. "Rare Disasters and Asset Markets in the Twentieth Century," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 823-866.
    28. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    29. John Haltiwanger & Robert Kulick & Chad Syverson, 2018. "Misallocation Measures: The Distortion That Ate the Residual," NBER Working Papers 24199, National Bureau of Economic Research, Inc.
    30. Lilien, David M, 1982. "Sectoral Shifts and Cyclical Unemployment," Journal of Political Economy, University of Chicago Press, vol. 90(4), pages 777-793, August.
    31. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    32. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    33. Gabriel Chodorow-Reich & Johannes Wieland, 2020. "Secular Labor Reallocation and Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2245-2287.
    34. Eisfeldt, Andrea L. & Rampini, Adriano A., 2006. "Capital reallocation and liquidity," Journal of Monetary Economics, Elsevier, vol. 53(3), pages 369-399, April.
    35. John Asker & Allan Collard-Wexler & Jan De Loecker, 2014. "Dynamic Inputs and Resource (Mis)Allocation," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1013-1063.
    36. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    37. Andrew Atkeson & Patrick J. Kehoe, 2005. "Modeling and Measuring Organization Capital," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1026-1053, October.
    38. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    39. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    40. Matthias Kehrig & Nicolas Vincent, 2017. "Do Firms Mitigate or Magnify Capital Misallocation? Evidence from Planet-Level Data," CESifo Working Paper Series 6401, CESifo.
    41. Olivier Coibion & Yuriy Gorodnichenko & Gee Hee Hong, 2015. "The Cyclicality of Sales, Regular and Effective Prices: Business Cycle and Policy Implications," American Economic Review, American Economic Association, vol. 105(3), pages 993-1029, March.
    42. Lewellen, Jonathan & Nagel, Stefan, 2006. "The conditional CAPM does not explain asset-pricing anomalies," Journal of Financial Economics, Elsevier, vol. 82(2), pages 289-314, November.
    43. Michael Peters, 2020. "Heterogeneous Markups, Growth, and Endogenous Misallocation," Econometrica, Econometric Society, vol. 88(5), pages 2037-2073, September.
    44. Gian Luca Clementi & Berardino Palazzo, 2019. "Investment and the Cross‐Section of Equity Returns," Journal of Finance, American Finance Association, vol. 74(1), pages 281-321, February.
    45. Jones, Christopher S. & Tuzel, Selale, 2013. "Inventory investment and the cost of capital," Journal of Financial Economics, Elsevier, vol. 107(3), pages 557-579.
    46. Andrea L. Eisfeldt & Yu Shi, 2018. "Capital Reallocation," NBER Working Papers 25085, National Bureau of Economic Research, Inc.
    47. Novy-Marx, Robert, 2013. "The other side of value: The gross profitability premium," Journal of Financial Economics, Elsevier, vol. 108(1), pages 1-28.
    48. Simon Gilchrist & Jae W. Sim & Egon Zakrajsek, 2013. "Misallocation and Financial Market Frictions: Some Direct Evidence from the Dispersion in Borrowing Costs," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 159-176, January.
    49. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    50. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    51. John H. Cochrane, 2011. "Presidential Address: Discount Rates," Journal of Finance, American Finance Association, vol. 66(4), pages 1047-1108, August.
    52. Jonathan B. Berk & Richard C. Green & Vasant Naik, 1999. "Optimal Investment, Growth Options, and Security Returns," Journal of Finance, American Finance Association, vol. 54(5), pages 1553-1607, October.
    53. Ang, Andrew & Chen, Joseph, 2007. "CAPM over the long run: 1926-2001," Journal of Empirical Finance, Elsevier, vol. 14(1), pages 1-40, January.
    54. Chris Edmond & Virgiliu Midrigan & Daniel Yi Xu, 2018. "How Costly Are Markups?," NBER Working Papers 24800, National Bureau of Economic Research, Inc.
    55. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    56. Goncalves, Andrei & Xue, Chen & Zhang, Lu, 2017. "Aggregation, Capital Heterogeneity, and the Investment CAPM," Working Paper Series 2017-19, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    57. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    58. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    59. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    60. Lu Zhang, 2005. "The Value Premium," Journal of Finance, American Finance Association, vol. 60(1), pages 67-103, February.
    61. 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.
    62. Joel M. David & Espen Henriksen & Ina Simonovska, 2014. "The Risky Capital of Emerging Markets," NBER Working Papers 20769, National Bureau of Economic Research, Inc.
    63. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    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. Wang, Delu & Mao, Jinqi & Cui, Rong & Yu, Jian & Shi, Xunpeng, 2022. "Impact of inter-provincial power resource allocation on enterprise production behavior from a multi-scale correlation perspective," Energy Economics, Elsevier, vol. 114(C).
    2. Joel M. David & David Zeke, 2021. "Risk-Taking, Capital Allocation and Optimal Monetary Policy," Working Paper Series WP-2021-01, Federal Reserve Bank of Chicago.
    3. Joel M. David & Romain Ranciere & David Zeke, 2023. "International Diversification, Reallocation, and the Labor Share," Working Paper Series WP 2023-16, Federal Reserve Bank of Chicago.
    4. Shen, Junyan, 2023. "Capital misallocation and financial market frictions: Empirical evidence from equity cost of capital," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 486-504.
    5. Li, Kai & Tsou, Chi-Yang & Xu, Chenjie, 2023. "Learning and the capital age premium," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 76-90.
    6. Simone Lenzu & Francesco Manaresi, 2019. "Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs," Questioni di Economia e Finanza (Occasional Papers) 485, Bank of Italy, Economic Research and International Relations Area.
    7. Hengjie Ai & Anmol Bhandari & Chao Ying & Yuchen Chen, 2019. "Misallocation and risk sharing," 2019 Meeting Papers 1215, Society for Economic Dynamics.
    8. Maurin, Laurent & Wolski, Marcin, 2021. "Aggregate productivity slowdown in Europe: New evidence from corporate balance sheets," EIB Working Papers 2021/04, European Investment Bank (EIB).
    9. Bayer, Christian & Mecikovsky, Ariel & Meier, Matthias, 2018. "Misallocation: Markups and Technology," CEPR Discussion Papers 12727, C.E.P.R. Discussion Papers.
    10. Maurice J.G. Bun & Jasper Winter, 2022. "Capital and labor misallocation in the Netherlands," Journal of Productivity Analysis, Springer, vol. 57(1), pages 93-113, February.
    11. Gondhi, Naveen, 2023. "Rational inattention, misallocation, and the aggregate economy," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 50-75.
    12. Lorenzo Bretscher & Alex Hsu & Andrea Tamoni, 2023. "The Real Response to Uncertainty Shocks: The Risk Premium Channel," Management Science, INFORMS, vol. 69(1), pages 119-140, January.
    13. Alessandro Villa, 2022. "Credit Misallocation and Macro Dynamics with Oligopolistic Financial Intermediaries," Working Paper Series WP 2022-41, Federal Reserve Bank of Chicago.

    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. Joel David, 2018. "Misallocation or Risk-Adjusted Capital Allocation?," 2018 Meeting Papers 323, Society for Economic Dynamics.
    2. Simone Lenzu & Francesco Manaresi, 2019. "Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs," Questioni di Economia e Finanza (Occasional Papers) 485, Bank of Italy, Economic Research and International Relations Area.
    3. Alam, M. Jahangir, 2020. "Capital misallocation: Cyclicality and sources," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    4. Andrea L. Eisfeldt & Yu Shi, 2018. "Capital Reallocation," NBER Working Papers 25085, National Bureau of Economic Research, Inc.
    5. Ai, Hengjie & Li, Kai & Yang, Fang, 2020. "Financial intermediation and capital reallocation," Journal of Financial Economics, Elsevier, vol. 138(3), pages 663-686.
    6. Matthias Kehrig & Nicolas Vincent, 2017. "Do Firms Mitigate or Magnify Capital Misallocation? Evidence from Planet-Level Data," CESifo Working Paper Series 6401, CESifo.
    7. Sylvain Catherine & Thomas Chaney & Zongbo Huang & David Sraer & David Thesmar, 2022. "Quantifying Reduced‐Form Evidence on Collateral Constraints," Journal of Finance, American Finance Association, vol. 77(4), pages 2143-2181, August.
    8. Joel M. David & Venky Venkateswaran, 2019. "The Sources of Capital Misallocation," American Economic Review, American Economic Association, vol. 109(7), pages 2531-2567, July.
    9. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    10. Gondhi, Naveen, 2023. "Rational inattention, misallocation, and the aggregate economy," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 50-75.
    11. van der Geest, Jesse, 2024. "Economic effects of tax avoidance and compliance," Other publications TiSEM aaca33bf-975d-4e21-9b5f-5, Tilburg University, School of Economics and Management.
    12. repec:hal:wpspec:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    13. Jun Li, 2019. "Explaining Momentum and Value Simultaneously," Management Science, INFORMS, vol. 64(9), pages 4239-4260, September.
    14. Venky Venkateswaran & Joel David, 2017. "Capital Misallocation: Frictions or Distortions?," 2017 Meeting Papers 1636, Society for Economic Dynamics.
    15. repec:hal:spmain:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    16. Daniel A. Dias & Carlos Robalo Marques & Christine Richmond, 2020. "A Tale of Two Sectors: Why is Misallocation Higher in Services than in Manufacturing?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(2), pages 361-393, June.
    17. Maurice J.G. Bun & Jasper Winter, 2022. "Capital and labor misallocation in the Netherlands," Journal of Productivity Analysis, Springer, vol. 57(1), pages 93-113, February.
    18. Bento, Pedro & Restuccia, Diego, 2021. "On average establishment size across sectors and countries," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 220-242.
    19. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    20. Jung Ho Choi, 2021. "Accrual Accounting and Resource Allocation: A General Equilibrium Analysis," Journal of Accounting Research, Wiley Blackwell, vol. 59(4), pages 1179-1219, September.
    21. Shen, Junyan, 2023. "Capital misallocation and financial market frictions: Empirical evidence from equity cost of capital," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 486-504.
    22. Lenzu, Simone & Manaresi, Francesco, 2018. "Do Marginal Products Differ from User Costs? Micro-Level Evidence from Italian Firms," Working Papers 276, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.

    More about this item

    Keywords

    Misallocation; Costs of business cycles; Cross-section of returns; Time-varying risk premia;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D25 - Microeconomics - - Production and Organizations - - - Intertemporal Firm Choice: Investment, Capacity, and Financing
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:cpr:ceprdp:13205. 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://www.cepr.org .

    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.