IDEAS home Printed from https://ideas.repec.org/p/spo/wpmain/infohdl2441-5e3g19l1fn9thpq7ldd8kqr3vu.html
   My bibliography  Save this paper

Quantifying Reduced-Form Evidence on Collateral Constraints

Author

Listed:
  • Sylvain Catherine
  • Thomas Chaney

    (Département d'économie)

  • Zongbo Huang

    (Chinese University of Hong Kong (CUHK))

  • David Sraer

    (Princeton University)

  • David Thesmar

    (Faculté des Hautes Etudes Commerciales (HEC Lausanne))

Abstract

While a mature literature shows that credit constraints causally affect firm level investment, this literature provides little guidance to quantify the economic effects implied by these findings. Our paper attempts to fill this gap in two ways. First, we use a structural model of firm dynamics with collateral constraints, and estimate the model to match the firm-level sensitivity of investment to collateral values. We estimate that firms can only pledge about 19% of their collateral value. Second, we embed this model in a general equilibrium framework and estimate that, relative to first-best, collateral constraints are responsible for 11% output losses.

Suggested Citation

  • Sylvain Catherine & Thomas Chaney & Zongbo Huang & David Sraer & David Thesmar, 2018. "Quantifying Reduced-Form Evidence on Collateral Constraints," Sciences Po publications info:hdl:2441/5e3g19l1fn9, Sciences Po.
    • Handle: RePEc:spo:wpmain:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu
    as

    Download full text from publisher

    File URL: https://spire.sciencespo.fr/hdl:/2441/5e3g19l1fn9thpq7ldd8kqr3vu/resources/2018-catherine-chaney-huang-sraer-and-thesmar-quantifying-reduced-form-evidence-on-collateral-constraints.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Efraim Benmelech & Nittai K. Bergman, 2008. "Liquidation Values and the Credibility of Financial Contract Renegotiation: Evidence from U.S. Airlines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1635-1677.
    2. Efraim Benmelech & Mark J. Garmaise & Tobias J. Moskowitz, 2005. "Do Liquidation Values Affect Financial Contracts? Evidence from Commercial Loan Contracts and Zoning Regulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1121-1154.
    3. Oliver Hart & John Moore, 1994. "A Theory of Debt Based on the Inalienability of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 841-879.
    4. Jean-Noël Barrot, 2016. "Trade Credit and Industry Dynamics: Evidence from Trucking Firms," Journal of Finance, American Finance Association, vol. 71(5), pages 1975-2016, October.
    5. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    6. 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.
    7. Arellano, Cristina & Bai, Yan & Zhang, Jing, 2012. "Firm dynamics and financial development," Journal of Monetary Economics, Elsevier, vol. 59(6), pages 533-549.
    8. 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.
    9. 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.
    10. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    11. Oleg Itskhoki & Benjamin Moll, 2019. "Optimal Development Policies With Financial Frictions," Econometrica, Econometric Society, vol. 87(1), pages 139-173, January.
    12. Murillo Campello & Erasmo Giambona & John R. Graham & Campbell R. Harvey, 2011. "Liquidity Management and Corporate Investment During a Financial Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1944-1979.
    13. Francisco J. Buera & Yongseok Shin, 2013. "Financial Frictions and the Persistence of History: A Quantitative Exploration," Journal of Political Economy, University of Chicago Press, vol. 121(2), pages 221-272.
    14. Pablo Ottonello & Thomas Winberry, 2020. "Financial Heterogeneity and the Investment Channel of Monetary Policy," Econometrica, Econometric Society, vol. 88(6), pages 2473-2502, November.
    15. Timothy Erickson & Toni M. Whited, 2000. "Measurement Error and the Relationship between Investment and q," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 1027-1057, October.
    16. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    17. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    18. In Hwan Jo & Tatsuro Senga, 2019. "Aggregate Consequences of Credit Subsidy Policies: Firm Dynamics and Misallocation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 68-93, April.
    19. Shaojin Li & Toni M. Whited & Yufeng Wu, 2016. "Collateral, Taxes, and Leverage," The Review of Financial Studies, Society for Financial Studies, vol. 29(6), pages 1453-1500.
    20. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    21. Jeremy Greenwood & Juan Sanchez & Cheng Wang, 2013. "Quantifying the Impact of Financial Development on Economic Development," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 194-215, January.
    22. Lamont, Owen, 1997. "Cash Flow and Investment: Evidence from Internal Capital Markets," Journal of Finance, American Finance Association, vol. 52(1), pages 83-109, March.
    23. Daniel Greenwald, 2019. "Firm Debt Covenants and the Macroeconomy: The Interest Coverage Channel," 2019 Meeting Papers 520, Society for Economic Dynamics.
    24. 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.
    25. Thesmar, David & Sraer, David, 2018. "A Sufficient Statistics Approach for Aggregating Firm-Level Experiments," CEPR Discussion Papers 12592, C.E.P.R. Discussion Papers.
    26. 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.
    27. Calomiris, Charles W. & Larrain, Mauricio & Liberti, José & Sturgess, Jason, 2017. "How collateral laws shape lending and sectoral activity," Journal of Financial Economics, Elsevier, vol. 123(1), pages 163-188.
    28. Leigh A. Riddick & Toni M. Whited, 2009. "The Corporate Propensity to Save," Journal of Finance, American Finance Association, vol. 64(4), pages 1729-1766, August.
    29. Jae Sim & Egon Zakrajsek & Simon Gilchrist, 2010. "Uncertainty, Financial Frictions, and Investment Dynamics," 2010 Meeting Papers 1285, Society for Economic Dynamics.
    30. 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.
    31. Gourio, Francois & Kashyap, Anil K, 2007. "Investment spikes: New facts and a general equilibrium exploration," Journal of Monetary Economics, Elsevier, vol. 54(Supplemen), pages 1-22, September.
    32. Thomas F. Cooley & Vincenzo Quadrini, 2001. "Financial Markets and Firm Dynamics," American Economic Review, American Economic Association, vol. 91(5), pages 1286-1310, December.
    33. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    34. Nikolov, Boris & Schmid, Lukas & Steri, Roberto, 2019. "Dynamic corporate liquidity," Journal of Financial Economics, Elsevier, vol. 132(1), pages 76-102.
    35. 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.
    36. Eric S. Rosengren & Joe Peek, 2000. "Collateral Damage: Effects of the Japanese Bank Crisis on Real Activity in the United States," American Economic Review, American Economic Association, vol. 90(1), pages 30-45, March.
    37. 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.
    38. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    39. 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.
    40. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    41. Gan, Jie, 2007. "Collateral, debt capacity, and corporate investment: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 85(3), pages 709-734, September.
    42. Benmelech, Efraim & Frydman, Carola & Papanikolaou, Dimitris, 2019. "Financial frictions and employment during the Great Depression," Journal of Financial Economics, Elsevier, vol. 133(3), pages 541-563.
    43. In Hwan Jo & Tatsuro Senga, 2019. "Aggregate Consequences of Credit Subsidy Policies: Firm Dynamics and Misallocation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 68-93, April.
    44. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    45. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    46. repec:oup:rfinst:v:25:y::i:11:p:3351-3388 is not listed on IDEAS
    47. Boris Nikolov & Toni M. Whited, 2014. "Agency Conflicts and Cash: Estimates from a Dynamic Model," Journal of Finance, American Finance Association, vol. 69(5), pages 1883-1921, October.
    48. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    49. Blanchard, Olivier Jean & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 1994. "What do firms do with cash windfalls?," Journal of Financial Economics, Elsevier, vol. 36(3), pages 337-360, December.
    50. Pedro S. Amaral & Erwan Quintin, 2010. "Limited Enforcement, Financial Intermediation, And Economic Development: A Quantitative Assessment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 785-811, August.
    51. Raj Chetty, 2012. "Bounds on Elasticities With Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," Econometrica, Econometric Society, vol. 80(3), pages 969-1018, May.
    52. Hyeok Jeong & Robert Townsend, 2007. "Sources of TFP growth: occupational choice and financial deepening," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 32(1), pages 179-221, July.
    53. Tor‐Erik Bakke & Toni M. Whited, 2012. "Threshold Events and Identification: A Study of Cash Shortfalls," Journal of Finance, American Finance Association, vol. 67(3), pages 1083-1111, June.
    54. Zia, Bilal H., 2008. "Export incentives, financial constraints, and the (mis)allocation of credit: Micro-level evidence from subsidized export loans," Journal of Financial Economics, Elsevier, vol. 87(2), pages 498-527, February.
    55. Mr. Daniel Garcia-Macia, 2017. "The Financing of Ideas and the Great Deviation," IMF Working Papers 2017/176, International Monetary Fund.
    56. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    57. Andrea L. Eisfeldt & Adriano A. Rampini, 2009. "Leasing, Ability to Repossess, and Debt Capacity," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1621-1657, April.
    58. Zheng Liu & Pengfei Wang & Tao Zha, 2013. "Land‐Price Dynamics and Macroeconomic Fluctuations," Econometrica, Econometric Society, vol. 81(3), pages 1147-1184, May.
    59. Michael Faulkender & Mitchell Petersen, 2012. "Investment and Capital Constraints: Repatriations Under the American Jobs Creation Act," The Review of Financial Studies, Society for Financial Studies, vol. 25(11), pages 3351-3388.
    60. 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.
    61. Isaiah Andrews & Matthew Gentzkow & Jesse M. Shapiro, 2017. "Measuring the Sensitivity of Parameter Estimates to Estimation Moments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1553-1592.
    62. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    63. 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.
    64. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    65. Gabriel Chodorow-Reich, "undated". "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-09 Financial Crisis," Working Paper 90811, Harvard University OpenScholar.
    66. Eric Zwick & James Mahon, 2017. "Tax Policy and Heterogeneous Investment Behavior," American Economic Review, American Economic Association, vol. 107(1), pages 217-248, January.
    67. Chen Lian & Yueran Ma, 2021. "Anatomy of Corporate Borrowing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 229-291.
    68. Joshua D. Rauh, 2006. "Investment and Financing Constraints: Evidence from the Funding of Corporate Pension Plans," Journal of Finance, American Finance Association, vol. 61(1), pages 33-71, February.
    69. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    70. 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.
    71. Sergei A. Davydenko & Julian R. Franks, 2008. "Do Bankruptcy Codes Matter? A Study of Defaults in France, Germany, and the U.K," Journal of Finance, American Finance Association, vol. 63(2), pages 565-608, April.
    72. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    73. 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.
    74. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    75. Robert E. Lucas & Jr., 1967. "Adjustment Costs and the Theory of Supply," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 321-321.
    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. Kubin, Ingrid & Zörner, Thomas O., 2021. "Credit cycles, human capital and the distribution of income," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 954-975.
    2. Natalie Bau & Adrien Matray, 2020. "Misallocation and Capital Market Integration: Evidence from India," Working Papers 263, Princeton University, Department of Economics, Center for Economic Policy Studies..
    3. Saleem Bahaj & Angus Foulis & Gabor Pinter & Paolo Surico, 2018. "Employment and the Collateral Channel of Monetary Policy," Discussion Papers 1832, Centre for Macroeconomics (CFM).
    4. Aydin, Deniz & Kim, Olivia S., 2024. "Precautionary Debt Capacity," EconStor Preprints 281672, ZBW - Leibniz Information Centre for Economics.
    5. Matray, Adrien, 2020. "Misallocation and Capital Market Integration: Evidence From India," CEPR Discussion Papers 14282, C.E.P.R. Discussion Papers.
    6. Ricardo Duque Gabriel, 2022. "The Credit Channel of Public Procurement," GEE Papers 0171, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Nov 2022.
    7. Davis, J. Scott & Huang, Kevin X.D. & Sapci, Ayse, 2022. "Land price dynamics and macroeconomic fluctuations with imperfect substitution in real estate markets," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
    8. Michal Karas & Mária Režòáková, 2023. "A novel approach to estimating the debt capacity of European SMEs," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(2), pages 551-581, June.
    9. Campello, Murillo & Connolly, Robert A. & Kankanhalli, Gaurav & Steiner, Eva, 2022. "Do real estate values boost corporate borrowing? Evidence from contract-level data," Journal of Financial Economics, Elsevier, vol. 144(2), pages 611-644.
    10. James Cloyne & Clodomiro Ferreira & Maren Froemel & Paolo Surico, 2021. "Monetary Policy, External Finance and Investment," Working Papers 92, Red Nacional de Investigadores en Economía (RedNIE).
    11. Francesco Manaresi & Mr. Nicola Pierri, 2019. "Credit Supply and Productivity Growth," IMF Working Papers 2019/107, International Monetary Fund.

    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. repec:hal:wpspec:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    2. repec:hal:spmain:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    3. Besley, T. & Roland, I. & Van Reenen, J., 2019. "The Aggregate Consequences of Default Risk: Evidence from Firm-level Data," Cambridge Working Papers in Economics 2061, Faculty of Economics, University of Cambridge.
    4. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    5. 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.
    6. 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.
    7. Liao, Shushu, 2021. "The effect of credit shocks in the context of labor market frictions," Journal of Banking & Finance, Elsevier, vol. 125(C).
    8. Matthias Kehrig & Nicolas Vincent, 2017. "Do Firms Mitigate or Magnify Capital Misallocation? Evidence from Planet-Level Data," CESifo Working Paper Series 6401, CESifo.
    9. Wu, Guiying Laura, 2018. "Capital misallocation in China: Financial frictions or policy distortions?," Journal of Development Economics, Elsevier, vol. 130(C), pages 203-223.
    10. Davide Melcangi, 2024. "Firms' Precautionary Savings and Employment during a Credit Crisis," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(1), pages 356-386, January.
    11. Alam, M. Jahangir, 2020. "Capital misallocation: Cyclicality and sources," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    12. Dean Corbae & Pablo D'Erasmo, 2017. "Reorganization or Liquidation: Bankruptcy Choice and Firm Dynamics," NBER Working Papers 23515, National Bureau of Economic Research, Inc.
    13. von Beschwitz, Bastian, 2018. "Cash windfalls and acquisitions," Journal of Financial Economics, Elsevier, vol. 128(2), pages 287-319.
    14. Ek, Chanbora & Wu, Guiying Laura, 2018. "Investment-cash flow sensitivities and capital misallocation," Journal of Development Economics, Elsevier, vol. 133(C), pages 220-230.
    15. Miguel H. Ferreira & Timo Haber & Christian Rörig, 2023. "Financial Constraints and Firm Size: Micro-Evidence and Aggregate Implications," Working Papers 948, Queen Mary University of London, School of Economics and Finance.
    16. Fakos, Alexandros & Sakellaris, Plutarchos & Tavares, Tiago, 2022. "Investment slumps during financial crises: The real effects of credit supply," Journal of Financial Economics, Elsevier, vol. 145(1), pages 29-44.
    17. Yicheng Wang, 2017. "Debt-Market Friction, Firm-specific Knowledge Capital Accumulation and Macroeconomic Implications," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 26, pages 19-39, October.
    18. Andrea L. Eisfeldt & Yu Shi, 2018. "Capital Reallocation," NBER Working Papers 25085, National Bureau of Economic Research, Inc.
    19. 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.
    20. Xu Tian, 2022. "Uncertainty and the Shadow Banking Crisis: Estimates from a Dynamic Model," Management Science, INFORMS, vol. 68(2), pages 1469-1496, February.
    21. David, Joel M. & Schmid, Lukas & Zeke, David, 2022. "Risk-adjusted capital allocation and misallocation," Journal of Financial Economics, Elsevier, vol. 145(3), pages 684-705.
    22. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.

    More about this item

    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:spo:wpmain:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu. 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: Spire @ Sciences Po Library (email available below). General contact details of provider: https://edirc.repec.org/data/ecspofr.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.