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Misallocation and productivity

Author

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  • Diego Restuccia

    (University of Toronto)

  • Richard Rogerson

    (Princeton University)

Abstract

A large portion of differences in output per capita across countries is explained by differences in total factor productivity (TFP). In this article, we summarize a recent literature — and the articles in this special issue on misallocation and productivity — that focus on the reallocation of factors across heterogenous production units as an important source of measured TFP differences across countries. (Copyright: Elsevier)

Suggested Citation

  • 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.
    • Handle: RePEc:red:issued:13-0
    DOI: 10.1010/j.red.2012.11.003
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    1. Tasso Adamopoulos & Diego Restuccia, 2014. "The Size Distribution of Farms and International Productivity Differences," American Economic Review, American Economic Association, vol. 104(6), pages 1667-1697, June.
    2. D'Erasmo, Pablo N. & Moscoso Boedo, Hernan J., 2012. "Financial structure, informality and development," Journal of Monetary Economics, Elsevier, vol. 59(3), pages 286-302.
    3. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    4. Philippe Aghion & Robin Burgess & Stephen J. Redding & Fabrizio Zilibotti, 2008. "The Unequal Effects of Liberalization: Evidence from Dismantling the License Raj in India," American Economic Review, American Economic Association, vol. 98(4), pages 1397-1412, September.
    5. Jeremy Greenwood & Juan M. Sanchez & Cheng Wang, 2010. "Financing Development: The Role of Information Costs," American Economic Review, American Economic Association, vol. 100(4), pages 1875-1891, September.
    6. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    7. 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.
    8. Diego Restuccia, 2008. "The Latin American Development Problem," Working Papers tecipa-318, University of Toronto, Department of Economics.
    9. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    10. Harold L. Cole & Jeremy Greenwood & Juan M. Sanchez, 2016. "Why Doesn't Technology Flow From Rich to Poor Countries?," Econometrica, Econometric Society, vol. 84(4), pages 1477-1521, July.
    11. Sangeeta Pratap & Carlos Urrutia, 2012. "Financial Frictions and Total Factor Productivity: Accounting for the Real Effects of Financial Crises," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(3), pages 336-358, July.
    12. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    13. Diego Restuccia, 2013. "The Latin American Development Problem: An Interpretation," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 69-108, January.
    14. Alla Lileeva & Daniel Trefler, 2007. "Improved Access to Foreign Markets Raises Plant-Level Productivity ... for Some Plants," NBER Working Papers 13297, National Bureau of Economic Research, Inc.
    15. Barseghyan, Levon & DiCecio, Riccardo, 2011. "Entry costs, industry structure, and cross-country income and TFP differences," Journal of Economic Theory, Elsevier, vol. 146(5), pages 1828-1851, September.
    16. Omar D. Bello & Juan S. Blyde & Diego Restuccia, 2011. "Venezuela’s Growth Experience," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 48(2), pages 199-226.
    17. Andres Erosa, 2001. "Financial Intermediation and Occupational Choice in Development," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(2), pages 303-334, April.
    18. 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.
    19. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    20. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    21. Francesco Caselli & Nicola Gennaioli, 2013. "Dynastic Management," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 971-996, January.
    22. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    23. Ricardo Lagos, 2006. "A Model of TFP," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(4), pages 983-1007.
    24. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    25. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    26. Williamson, Stephen D., 1986. "Costly monitoring, financial intermediation, and equilibrium credit rationing," Journal of Monetary Economics, Elsevier, vol. 18(2), pages 159-179, September.
    27. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    28. 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.
    29. 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.
    30. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    31. 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.
    32. Chang-Tai Hsieh & Peter J. Klenow, 2010. "Development Accounting," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 207-223, January.
    33. Hernan Moscoso Boedo & Toshihiko Mukoyama, 2012. "Evaluating the effects of entry regulations and firing costs on international income differences," Journal of Economic Growth, Springer, vol. 17(2), pages 143-170, June.
    34. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    35. Sebnem Kalemli-Ozcan & Bent E. Sørensen, 2014. "Misallocation, Property Rights, and Access to Finance: Evidence from within and across Africa," NBER Chapters, in: African Successes, Volume III: Modernization and Development, pages 183-211, National Bureau of Economic Research, Inc.
    36. Epifani, Paolo & Gancia, Gino, 2011. "Trade, markup heterogeneity and misallocations," Journal of International Economics, Elsevier, vol. 83(1), pages 1-13, January.
    37. Nicholas Bloom & Christos Genakos & Raffaella Sadun & John Van Reenen, 2011. "Management Practices Across Firms and Countries," CEP Discussion Papers dp1109, Centre for Economic Performance, LSE.
    38. Rubini, Loris, 2009. "Innovation and the Elasticity of Trade Volumes to Tariff Reductions," MPRA Paper 21484, University Library of Munich, Germany.
    39. 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.
    40. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    41. Pedro Cavalcanti Ferreira & Alberto Trejos, 2011. "Gains from Trade and Measured Total Factor Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(3), pages 496-510, July.
    42. 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.
    43. Andrés Erosa & Ana Hidalgo Cabrillana, 2008. "On Finance As A Theory Of Tfp, Cross-Industry Productivity Differences, And Economic Rents," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 437-473, May.
    44. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    45. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2007. "Business Cycle Accounting," Econometrica, Econometric Society, vol. 75(3), pages 781-836, May.
    46. Edward C. Prescott & Stephen L. Parente, 1999. "Monopoly Rights: A Barrier to Riches," American Economic Review, American Economic Association, vol. 89(5), pages 1216-1233, December.
    47. Timothy J. Kehoe & Edward C. Prescott, 2002. "Great Depressions of the Twentieth Century," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(1), pages 1-18, January.
    48. Michael E. Waugh, 2010. "International Trade and Income Differences," American Economic Review, American Economic Association, vol. 100(5), pages 2093-2124, December.
    49. 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.
    50. 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.
    51. Charles I. Jones, 2011. "Intermediate Goods and Weak Links in the Theory of Economic Development," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 1-28, April.
    52. Prescott, Edward C, 1998. "Needed: A Theory of Total Factor Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 525-551, August.
    53. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    54. Carmen Pagés, 2010. "The Age of Productivity," Palgrave Macmillan Books, in: Carmen Pagés (ed.), The Age of Productivity, chapter 1, pages 1-21, Palgrave Macmillan.
    55. S.K. Bhutani, 2009. "China and India," India Quarterly: A Journal of International Affairs, , vol. 65(4), pages 383-391, October.
    56. Viktoria Hnatkovska & Amartya Lahiri & Sourabh Paul, 2012. "Castes and Labor Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 274-307, April.
    57. 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.
    58. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    59. Boyd, John H. & Prescott, Edward C., 1986. "Financial intermediary-coalitions," Journal of Economic Theory, Elsevier, vol. 38(2), pages 211-232, April.
    60. 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.
    61. Abhijit Banerjee & Kaivan Munshi, 2004. "How Efficiently is Capital Allocated? Evidence from the Knitted Garment Industry in Tirupur," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(1), pages 19-42.
    62. Laura Alfaro & Andrew Charlton & Fabio Kanczuk, 2009. "Plant Size Distribution and Cross-Country Income Differences," NBER Chapters, in: NBER International Seminar on Macroeconomics 2008, pages 243-272, National Bureau of Economic Research, Inc.
    63. De loecker, Jan & Asker, John & Collard-Wexler, Allan, 2011. "Productivity volatility and the misallocation of resources in developing economies," CEPR Discussion Papers 8469, C.E.P.R. Discussion Papers.
    64. Abhijit V. Banerjee & Benjamin Moll, 2010. "Why Does Misallocation Persist?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 189-206, January.
    65. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    66. James A. Schmitz Jr., 2005. "What Determines Productivity? Lessons from the Dramatic Recovery of the U.S. and Canadian Iron Ore Industries Following Their Early 1980s Crisis," Journal of Political Economy, University of Chicago Press, vol. 113(3), pages 582-625, June.
    67. 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.
    68. Harold L. Cole & Lee E. Ohanian, 1999. "The Great Depression in the United States from a neoclassical perspective," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 23(Win), pages 2-24.
    69. Christopher Udry, 2012. "Misallocation, Growth and Financial Market Imperfections," Annual Meeting Plenary 2012-3, Society for Economic Dynamics.
    70. Trevor Tombe, 2012. "The Missing Food Problem," Working Papers tt0060, Wilfrid Laurier University, Department of Economics, revised 2012.
    71. Abhijit V. Banerjee & Esther Duflo & Kaivan Munshi, 2003. "The (Mis)Allocation of Capital," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 484-494, 04/05.
    72. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    73. Parente, Stephen L & Prescott, Edward C, 1994. "Barriers to Technology Adoption and Development," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 298-321, April.
    74. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    75. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    76. Harold L. Cole & Lee E. Ohanian, 2004. "New Deal Policies and the Persistence of the Great Depression: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 779-816, August.
    77. Timothy J. Kehoe & Edward C. Prescott, 2007. "Great depressions of the twentieth century," Monograph, Federal Reserve Bank of Minneapolis, number 2007gdott.
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    More about this item

    Keywords

    Misallocation; Productivity; Heterogeneous establishments; Distortions;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • E1 - Macroeconomics and Monetary Economics - - General Aggregative Models

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