IDEAS home Printed from https://ideas.repec.org/p/bdi/opques/qef_485_19.html
   My bibliography  Save this paper

Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs

Author

Listed:
  • Simone Lenzu

    (NYU Stern)

  • Francesco Manaresi

    (Bank of Italy)

Abstract

Using micro-data on firm-specific borrowing costs and wages, we demonstrate that distortions in firms� policies can be empirically measured using firm-level gaps between marginal revenue products and user costs (MRP-cost gaps). We estimate MRP-cost gaps for 4.7 million firm-year observations in Italy between 1997 and 2013: their variation is closely related to the extent of credit and labor market frictions. Using the MRP-cost gaps, we assess the scope of input misallocation in Italy, and its impact on aggregate output and total factor productivity (TFP). The Italian corporate sector could produce 6% to 8% more output by reallocating resources toward higher-value users. Output losses from misallocation are larger (i) during episodes of financial instability, (ii) in non-manufacturing industries, (iii) in areas with less developed institutions and (iv) among high-risk firms. We highlight an important gain/risk tradeoff: gains from reallocation might come at the expense of increasing aggregate financial fragility, because maximizing reallocation gains requires a transfer of resource from large, old, and low-risk firms toward small, young, and high-risk firms.

Suggested Citation

  • 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.
  • Handle: RePEc:bdi:opques:qef_485_19
    as

    Download full text from publisher

    File URL: https://www.bancaditalia.it/pubblicazioni/qef/2019-0485/QEF_485_19.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Andrei Shleifer, 1998. "State versus Private Ownership," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 133-150, Fall.
    2. Luis Garicano & Claire Lelarge & John Van Reenen, 2016. "Firm Size Distortions and the Productivity Distribution: Evidence from France," American Economic Review, American Economic Association, vol. 106(11), pages 3439-3479, November.
    3. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    4. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    5. Albareto, Giorgio & Benvenuti, Michele & Mocetti, Sauro & Pagnini, Marcello & Rossi, Paola, 2011. "The Organization of Lending and the Use of Credit Scoring Techniques in Italian Banks," Journal of Financial Transformation, Capco Institute, vol. 32, pages 143-168.
    6. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    7. Effrosyni Adamopoulou & Emmanuele Bobbio & Marta De Philippis & Federico Giorgi, 2016. "Wage rigidities and business cycle fluctuations: a linked employer-employee analysis," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-32, December.
    8. Bottero, Margherita & Lenzu, Simone & Mezzanotti, Filippo, 2020. "Sovereign debt exposure and the bank lending channel: Impact on credit supply and the real economy," Journal of International Economics, Elsevier, vol. 126(C).
    9. Botsch, Matthew & Vanasco, Victoria, 2015. "Relationship Lending: Do Banks Learn?," Research Papers 3239, Stanford University, Graduate School of Business.
    10. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, Oxford University Press, vol. 132(4), pages 1915-1967.
    11. 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.
    12. 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.
    13. Pietro Garibaldi & Giovanni L. Violante, 2005. "The Employment Effects of Severance Payments with Wage Rigidities," Economic Journal, Royal Economic Society, vol. 115(506), pages 799-832, October.
    14. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    15. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    16. Jaffee, Dwight M & Modigliani, Franco, 1969. "A Theory and Test of Credit Rationing," American Economic Review, American Economic Association, vol. 59(5), pages 850-872, December.
    17. 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.
    18. Diego Restuccia & Richard Rogerson, 2013. "Misallocation and productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 1-10, January.
    19. Enrica Detragiache & Paolo Garella & Luigi Guiso, 2000. "Multiple versus Single Banking Relationships: Theory and Evidence," Journal of Finance, American Finance Association, vol. 55(3), pages 1133-1161, June.
    20. Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2018. "Asymmetric Information and Imperfect Competition in Lending Markets," American Economic Review, American Economic Association, vol. 108(7), pages 1659-1701, July.
    21. 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.
    22. Altinkilic, Oya & Hansen, Robert S, 2000. "Are There Economies of Scale in Underwriting Fees? Evidence of Rising External Financing Costs," Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 191-218.
    23. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, September.
    24. Leslie A. Martin & Shanthi Nataraj & Ann E. Harrison, 2017. "In with the Big, Out with the Small: Removing Small-Scale Reservations in India," American Economic Review, American Economic Association, vol. 107(2), pages 354-386, February.
    25. Berger, Allen N & Hannan, Timothy H, 1989. "The Price-Concentration Relationship in Banking," The Review of Economics and Statistics, MIT Press, vol. 71(2), pages 291-299, May.
    26. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    27. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    28. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    29. Nezih Guner & Gustavo Ventura & Xu Yi, 2008. "Macroeconomic Implications of Size-Dependent Policies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 721-744, October.
    30. Fabiano Schivardi & Enrico Sette & Guido Tabellini, 2022. "Credit Misallocation During the European Financial Crisis," The Economic Journal, Royal Economic Society, vol. 132(641), pages 391-423.
    31. Francesco D�Amuri & Silvia Fabiani & Roberto Sabbatini & Raffaele Tartaglia Polcini & Fabrizio Venditti & Eliana Viviano & Roberta Zizza, 2015. "Wages and prices in Italy during the crisis: the firms� perspective," Questioni di Economia e Finanza (Occasional Papers) 289, Bank of Italy, Economic Research and International Relations Area.
    32. Alexander Hijzen & Leopoldo Mondauto & Stefano Scarpetta, 2013. "The Perverse Effects of Job-security Provisions on Job Security in Italy: Results from a Regression Discontinuity Design," OECD Social, Employment and Migration Working Papers 151, OECD Publishing.
    33. William Adams & Liran Einav & Jonathan Levin, 2009. "Liquidity Constraints and Imperfect Information in Subprime Lending," American Economic Review, American Economic Association, vol. 99(1), pages 49-84, March.
    34. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    35. Busso Matias & Madrigal Lucia & Pagés Carmen, 2013. "Productivity and resource misallocation in Latin America," The B.E. Journal of Macroeconomics, De Gruyter, vol. 13(1), pages 1-30, June.
    36. Amil Petrin & Jerome Reiter & Kirk White, 2011. "The Impact of Plant-level Resource Reallocations and Technical Progress on U.S. Macroeconomic Growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 3-26, January.
    37. Abidoye, Babatunde & Orazem, Peter & Vodopivec, Milan, 2008. "Firing Cost and Firm Size: A Study of Sri Lanka's Severance Pay System," Staff General Research Papers Archive 12922, Iowa State University, Department of Economics.
    38. Guido Sandleris & Mark L. J. Wright, 2014. "The Costs of Financial Crises: Resource Misallocation, Productivity, and Welfare in the 2001 Argentine Crisis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(1), pages 87-127, January.
    39. 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.
    40. 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.
    41. Abel, Andrew B & Eberly, Janice C, 1994. "A Unified Model of Investment under Uncertainty," American Economic Review, American Economic Association, vol. 84(5), pages 1369-1384, December.
    42. Stiglitz, Joseph E & Weiss, Andrew, 1992. "Asymmetric Information in Credit Markets and Its Implications for Macro-economics," Oxford Economic Papers, Oxford University Press, vol. 44(4), pages 694-724, October.
    43. Ezra Oberfield, 2013. "Productivity and Misallocation During a Crisis: Evidence from the Chilean Crisis of 1982," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 100-119, January.
    44. De loecker, Jan & Collard-Wexler, Allan, 2016. "Production Function Estimation with Measurement Error in Inputs," CEPR Discussion Papers 11399, C.E.P.R. Discussion Papers.
    45. 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.
    46. 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.
    47. Sebnem Kalemli-Ozcan & Bent Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts on SMEs and Aggregate Implications for Industry Concentration," Tinbergen Institute Discussion Papers 15-110/IV, Tinbergen Institute, revised 25 Jan 2022.
    48. Fabio Panetta & Fabiano Schivardi & Matthew Shum, 2009. "Do Mergers Improve Information? Evidence from the Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(4), pages 673-709, June.
    49. Guillermo A. Calvo & Alejandro Izquierdo & Ernesto Talvi, 2006. "Phoenix Miracles in Emerging Markets: Recovering without Credit from Systemic Financial Crises," Research Department Publications 4474, Inter-American Development Bank, Research Department.
    50. Calmfors, Lars & Horn, Henrik, 1986. "Employment Policies and Centralized Wage-Setting," Economica, London School of Economics and Political Science, vol. 53(211), pages 281-302, August.
    51. 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.
    52. François Gourio & Nicolas Roys, 2014. "Size‐dependent regulations, firm size distribution, and reallocation," Quantitative Economics, Econometric Society, vol. 5, pages 377-416, July.
    53. Sørensen, Bent E & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
    54. Lucia Foster & John Haltiwanger & Chad Syverson, 2016. "The Slow Growth of New Plants: Learning about Demand?," Economica, London School of Economics and Political Science, vol. 83(329), pages 91-129, January.
    55. Mark Bils, 2017. "Misallocation or Mismeasurement?," 2017 Meeting Papers 715, Society for Economic Dynamics.
    56. Klette, Tor Jakob & Griliches, Zvi, 1996. "The Inconsistency of Common Scale Estimators When Output Prices Are Unobserved and Endogenous," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(4), pages 343-361, July-Aug..
    57. Joel M. David & Venky Venkateswaran, 2019. "The Sources of Capital Misallocation," American Economic Review, American Economic Association, vol. 109(7), pages 2531-2567, July.
    58. 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.
    59. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    60. 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.
    61. Gaaitzen J. Vries, 2014. "Productivity in a Distorted Market: The Case of Brazil's Retail Sector," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(3), pages 499-524, September.
    62. 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.
    63. 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.
    64. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    65. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    66. Russell Cooper & Jonathan Willis, 2009. "The Cost of Labor Adjustment: Inferences from the Gap," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(4), pages 632-647, October.
    67. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 33-60.
    68. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    69. Erik Hurst & Benjamin J. Keys & Amit Seru & Joseph Vavra, 2016. "Regional Redistribution through the US Mortgage Market," American Economic Review, American Economic Association, vol. 106(10), pages 2982-3028, October.
    70. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    71. Pierre-Andre Chiappori & Bernard Salanie, 2000. "Testing for Asymmetric Information in Insurance Markets," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 56-78, February.
    72. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    73. Edward P. Lazear, 1990. "Job Security Provisions and Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(3), pages 699-726.
    74. Federico Cingano & Marco Leonardi & Julián Messina & Giovanni Pica, 2010. "The effects of employment protection legislation and financial market imperfections on investment: evidence from a firm-level panel of EU countries [Technology and labour regulations]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(61), pages 117-163.
    75. Joel David, 2018. "Misallocation or Risk-Adjusted Capital Allocation?," 2018 Meeting Papers 323, Society for Economic Dynamics.
    76. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63, Elsevier.
    77. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2007. "Business Cycle Accounting," Econometrica, Econometric Society, vol. 75(3), pages 781-836, May.
    78. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    79. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    80. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    81. Hoshi, Takeo & Kashyap, Anil & Scharfstein, David, 1990. "The role of banks in reducing the costs of financial distress in Japan," Journal of Financial Economics, Elsevier, vol. 27(1), pages 67-88, September.
    82. Francesco Devicienti & Agata Maida & Paolo Sestito, 2007. "Downward Wage Rigidity in Italy: Micro-Based Measures and Implications," Economic Journal, Royal Economic Society, vol. 117(524), pages 530-552, November.
    83. Pietro Garibaldi & Lia Pacelli & Andrea Borgarello, 2004. "Employment Protection Legislation and the Size of Firms," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 63(1), pages 33-68, April.
    84. Greenwald, Bruce & Stiglitz, Joseph E & Weiss, Andrew, 1984. "Informational Imperfections in the Capital Market and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 74(2), pages 194-199, May.
    85. Stiglitz, Joseph E., 1992. "Capital markets and economic fluctuations in capitalist economies," European Economic Review, Elsevier, vol. 36(2-3), pages 269-306, April.
    86. Altman, Edward I. & Marco, Giancarlo & Varetto, Franco, 1994. "Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)," Journal of Banking & Finance, Elsevier, vol. 18(3), pages 505-529, May.
    87. Efraim Benmelech & Tobias J. Moskowitz, 2010. "The Political Economy of Financial Regulation: Evidence from U.S. State Usury Laws in the 19th Century," Journal of Finance, American Finance Association, vol. 65(3), pages 1029-1073, June.
    88. Chad Syverson, 2004. "Market Structure and Productivity: A Concrete Example," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1181-1222, December.
    89. Amir Sufi, 2009. "Bank Lines of Credit in Corporate Finance: An Empirical Analysis," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1057-1088, March.
    90. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    91. 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.
    92. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    93. Eisfeldt, Andrea L. & Rampini, Adriano A., 2006. "Capital reallocation and liquidity," Journal of Monetary Economics, Elsevier, vol. 53(3), pages 369-399, April.
    94. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    95. Stephen Bond & Costas Meghir, 1994. "Dynamic Investment Models and the Firm's Financial Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(2), pages 197-222.
    96. Amir Sufi, 2009. "Bank Lines of Credit in Corporate Finance: An Empirical Analysis," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1057-1088.
    97. Nathalie Moyen, 2004. "Investment-Cash Flow Sensitivities: Constrained versus Unconstrained Firms," Journal of Finance, American Finance Association, vol. 59(5), pages 2061-2092, October.
    98. Russell Cooper & Joao Ejarque, 2003. "Financial Frictions and Investment: Requiem in Q," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 6(4), pages 710-728, October.
    99. Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-938, October.
    100. Jeremy T. Fox & Valérie Smeets, 2011. "Does Input Quality Drive Measured Differences In Firm Productivity?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 961-989, November.
    101. Serguey Braguinsky & Lee G. Branstetter & Andre Regateiro, 2011. "The Incredible Shrinking Portuguese Firm," NBER Working Papers 17265, National Bureau of Economic Research, Inc.
    102. Robert E. Hall, 1986. "Market Structure and Macroeconomic Fluctuations," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 17(2), pages 285-338.
    103. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    104. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    105. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    106. 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.
    107. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    108. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    109. Hall, Robert E, 1988. "The Relation between Price and Marginal Cost in U.S. Industry," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 921-947, October.
    110. Allan Collard-Wexler & Jan De Loecker, 2016. "Production Function Estimation and Capital Measurement Error," NBER Working Papers 22437, National Bureau of Economic Research, Inc.
    111. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    112. Carlos Robalo Marques & Daniel Dias & Christine Richmond, 2016. "Comparing misallocation between sectors in Portugal," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    113. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    114. Banerjee, Abhijit V. & Duflo, Esther, 2005. "Growth Theory through the Lens of Development Economics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 7, pages 473-552, Elsevier.
    115. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    116. Amil Petrin & Jagadeesh Sivadasan, 2013. "Estimating Lost Output from Allocative Inefficiency, with an Application to Chile and Firing Costs," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 286-301, March.
    117. 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.
    118. Orley C. Ashenfelter & Henry Farber & Michael R Ransom, 2010. "Labor Market Monopsony," Journal of Labor Economics, University of Chicago Press, vol. 28(2), pages 203-210, April.
    119. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    120. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    121. Schivardi, Fabiano & Torrini, Roberto, 2008. "Identifying the effects of firing restrictions through size-contingent differences in regulation," Labour Economics, Elsevier, vol. 15(3), pages 482-511, June.
    122. Liran Einav & Mark Jenkins & Jonathan Levin, 2012. "Contract Pricing in Consumer Credit Markets," Econometrica, Econometric Society, vol. 80(4), pages 1387-1432, July.
    123. 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.
    124. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    125. Carl M. Campbell III & Kunal S. Kamlani, 1997. "The Reasons for Wage Rigidity: Evidence from a Survey of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 759-789.
    126. González, Xulia & Miles-Touya, Daniel, 2012. "Labor market rigidities and economic efficiency: Evidence from Spain," Labour Economics, Elsevier, vol. 19(6), pages 833-845.
    127. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
    128. 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.
    129. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    130. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    131. 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.
    132. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    133. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    134. 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.
    135. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    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. Krahé, Max, 2023. "Italiens Stagnation verstehen," Papers 277907, Dezernat Zukunft - Institute for Macrofinance, Berlin.
    2. Bottero, Margherita & Lenzu, Simone & Mezzanotti, Filippo, 2020. "Sovereign debt exposure and the bank lending channel: Impact on credit supply and the real economy," Journal of International Economics, Elsevier, vol. 126(C).
    3. Giuseppe Albanese & Guido de Blasio & Andrea Locatelli, 2021. "Does EU regional policy promote local TFP growth? Evidence from the Italian Mezzogiorno," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 327-348, April.
    4. Krahé, Max, 2023. "Understanding Italy's stagnation," Papers 277913, Dezernat Zukunft - Institute for Macrofinance, Berlin.

    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. 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.
    2. 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.
    3. Alpysbayeva, Dinara & Vanormelingen, Stijn, 2022. "Labor market rigidities and misallocation: Evidence from a natural experiment," Labour Economics, Elsevier, vol. 78(C).
    4. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    5. Dean Corbae & Pablo D'Erasmo, 2017. "Reorganization or Liquidation: Bankruptcy Choice and Firm Dynamics," NBER Working Papers 23515, National Bureau of Economic Research, Inc.
    6. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    7. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," BIS Working Papers 711, Bank for International Settlements.
    8. 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.
    9. Alam, M. Jahangir, 2020. "Capital misallocation: Cyclicality and sources," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    10. Luis Garicano & Claire Lelarge & John Van Reenen, 2016. "Firm Size Distortions and the Productivity Distribution: Evidence from France," American Economic Review, American Economic Association, vol. 106(11), pages 3439-3479, November.
    11. repec:hal:wpspec:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    12. repec:hal:spmain:info:hdl:2441/5e3g19l1fn9thpq7ldd8kqr3vu is not listed on IDEAS
    13. Francesco Manaresi & Mr. Nicola Pierri, 2019. "Credit Supply and Productivity Growth," IMF Working Papers 2019/107, International Monetary Fund.
    14. Andrea Pozzi & Fabiano Schivardi, 2016. "Demand or productivity: what determines firm growth?," RAND Journal of Economics, RAND Corporation, vol. 47(3), pages 608-630, August.
    15. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    16. Andrea L. Eisfeldt & Yu Shi, 2018. "Capital Reallocation," NBER Working Papers 25085, National Bureau of Economic Research, Inc.
    17. Di Nola, Alessandro, 2015. "Capital Misallocation during the Great Recession," MPRA Paper 68289, University Library of Munich, Germany.
    18. John (Jianqiu) Bai & Daniel Carvalho & Gordon M. Phillips, 2018. "The Impact of Bank Credit on Labor Reallocation and Aggregate Industry Productivity," Journal of Finance, American Finance Association, vol. 73(6), pages 2787-2836, December.
    19. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, Oxford University Press, vol. 132(4), pages 1915-1967.
    20. Matthias Kehrig & Nicolas Vincent, 2017. "Do Firms Mitigate or Magnify Capital Misallocation? Evidence from Planet-Level Data," CESifo Working Paper Series 6401, CESifo.
    21. Ek, Chanbora & Wu, Guiying Laura, 2018. "Investment-cash flow sensitivities and capital misallocation," Journal of Development Economics, Elsevier, vol. 133(C), pages 220-230.
    22. 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.

    More about this item

    Keywords

    total factor productivity; economic development; policy distortions;
    All these keywords.

    JEL classification:

    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

    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:bdi:opques:qef_485_19. 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/bdigvit.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.