Nothing Special   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/17175.html
   My bibliography  Save this paper

Productivity Volatility and the Misallocation of Resources in Developing Economies

Author

Listed:
  • Allan Collard-Wexler
  • John Asker
  • Jan De Loecker
Abstract
We investigate the role of dynamic production inputs and their associated adjustment costs in shaping the dispersion of total factor productivity (TFP) and static measures of capital misallocation within a country. Using data on 5,010 establishments in 33 developing countries from the World Bank's Enterprise Research Data, we find that countries exhibiting greater time-series volatility of productivity are also characterized by greater cross-sectional dispersion in productivity. Volatility in TFP explains one quarter to one third of cross-country productivity dispersion. We document a similar relationship between productivity volatility and the dispersion of the marginal revenue product of capital (static capital misallocation). We then use a standard model of investment with adjustment costs, parameterized using numbers calibrated to U.S. data, to show that increasing the volatility of productivity to the level observed in these developing economies can quantitatively replicate the observed relationship between static misallocation and volatility observed in the data. We find that sixty-one percent of the static capital misallocation in the data is captured by the model's prediction. Our findings suggest that the dynamic process governing productivity shocks is a first-order determinant of differences in misallocation and, hence, income across countries.

Suggested Citation

  • Allan Collard-Wexler & John Asker & Jan De Loecker, 2011. "Productivity Volatility and the Misallocation of Resources in Developing Economies," NBER Working Papers 17175, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:17175
    Note: PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w17175.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Tauchen, George, 1986. "Finite state markov-chain approximations to univariate and vector autoregressions," Economics Letters, Elsevier, vol. 20(2), pages 177-181.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Allan Collard-Wexler, 2010. "Productivity Dispersion and Plant Selection in the Ready-Mix Concrete Industry," 2010 Meeting Papers 105, Society for Economic Dynamics.
    9. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    10. Caballero, Ricardo J & Pindyck, Robert S, 1996. "Uncertainty, Investment, and Industry Evolution," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(3), pages 641-662, August.
    11. repec:lic:licosd:15104 is not listed on IDEAS
    12. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    13. 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.
    14. S.K. Bhutani, 2009. "China and India," India Quarterly: A Journal of International Affairs, , vol. 65(4), pages 383-391, October.
    15. 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.
    16. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    17. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    18. 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.
    19. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    20. Pinelopi Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2009. "Trade Liberalization and New Imported Inputs," American Economic Review, American Economic Association, vol. 99(2), pages 494-500, 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. 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.
    2. Amit Gandhi & Salvador Navarro & David Rivers, 2011. "On the Identification of Production Functions: How Heterogeneous is Productivity?," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20119, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    3. Natalie Bau & Adrien Matray, 2020. "Misallocation and Capital Market Integration: Evidence from India," Working Papers 2020-31, Princeton University. Economics Department..
    4. Felipe S. Iachan, 2020. "Capital Budgeting and Risk Taking Under Credit Constraints," Management Science, INFORMS, vol. 66(9), pages 4292-4314, September.
    5. Matray, Adrien, 2020. "Misallocation and Capital Market Integration: Evidence From India," CEPR Discussion Papers 14282, C.E.P.R. Discussion Papers.
    6. Julieta Caunedo, 2013. "Industry Dynamics, Investment and Business Cycles," 2013 Meeting Papers 1078, Society for Economic Dynamics.
    7. repec:pri:cepsud:230deloecker is not listed on IDEAS
    8. Chris Edmond & Virgiliu Midrigan & Daniel Yi Xu, 2015. "Competition, Markups, and the Gains from International Trade," American Economic Review, American Economic Association, vol. 105(10), pages 3183-3221, October.
    9. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    10. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    11. Benjamin Moll & Robert M. Townsend & Victor Zhorin, 2013. "Economic Development, Flow of Funds and the Equilibrium Interaction of Financial Frictions," NBER Working Papers 19618, National Bureau of Economic Research, Inc.
    12. 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.
    13. Michael Peters & Ufuk Akcigit, 2014. "Lack of Selection and Poor Management Practices: Firm Dynamics in Developing Countries," 2014 Meeting Papers 762, Society for Economic Dynamics.
    14. Peters, Michael, 2013. "Heterogeneous mark-ups, growth and endogenous misallocation," LSE Research Online Documents on Economics 54254, London School of Economics and Political Science, LSE Library.
    15. Dumav, Martin & Fuchs, William & Lee, Jangwoo, 2022. "Self-enforcing contracts with persistence," Journal of Monetary Economics, Elsevier, vol. 128(C), pages 72-87.
    16. 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..
    17. Paunov, Caroline & Rollo, Valentina, 2016. "Has the Internet Fostered Inclusive Innovation in the Developing World?," World Development, Elsevier, vol. 78(C), pages 587-609.
    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. Zheng (Michael) Song & Guiying (Laura) Wu, 2013. "A Structural Estimation on Capital Market Distortions in Chinese Manufacturing," Economic Growth Centre Working Paper Series 1306, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    20. Cao, Wenbin & Duan, Xiaoman & Niu, Xu, 2023. "Access to finance, bureaucracy, and capital allocation efficiency," Journal of Economics and Business, Elsevier, vol. 125.
    21. Michael Peters, 2012. "Why Do Inefficient Firms Survive? Management and Economic Development," 2012 Meeting Papers 497, Society for Economic Dynamics.
    22. Da Rocha Jose Maria & Pujolas Pau Salvador, 2011. "Policy Distortions and Aggregate Productivity: The Role of Idiosyncratic Shocks," The B.E. Journal of Macroeconomics, De Gruyter, vol. 11(1), pages 1-36, November.

    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. 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.
    2. 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.
    3. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    4. 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.
    5. Matthias Meier & Ariel Mecikovsky & Christian Bayer, 2014. "Dynamics of Factor Productivity Dispersions," 2014 Meeting Papers 719, Society for Economic Dynamics.
    6. Sungki Hong, 2017. "Customer Capital, Markup Cyclicality, and Amplification," Working Papers 2017-33, Federal Reserve Bank of St. Louis.
    7. Antonin Bergeaud & Simon Ray, 2021. "Adjustment Costs and Factor Demand: New Evidence from Firms’ Real Estate [The heterogeneous impact of market size on innovation: evidence from French firm-level exports]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 70-100.
    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. 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.
    10. 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.
    11. Eslava, Marcela & Haltiwanger, John C. & Kugler, Adriana & Kugler, Maurice, 2009. "Trade Reforms and Market Selection: Evidence from Manufacturing Plants in Colombia," IZA Discussion Papers 4256, Institute of Labor Economics (IZA).
    12. 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.
    13. 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.
    14. Marcela Eslava & John Haltiwanger & Adriana Kugler & Maurice Kugler, 2013. "Trade and Market Selection: Evidence from Manufacturing Plants in Colombia," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 135-158, January.
    15. Kaiji Chen & Alfonso Irarrazabal, 2015. "The Role of Allocative Efficiency in a Decade of Recovery," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(3), pages 523-550, July.
    16. Di Nola, Alessandro, 2015. "Capital Misallocation during the Great Recession," MPRA Paper 68289, University Library of Munich, Germany.
    17. Laiqun Jin & Changwei Mo & Bochao Zhang & Bing Yu, 2018. "What Is the Focus of Structural Reform in China?—Comparison of the Factor Misallocation Degree within the Manufacturing Industry with a Unified Model," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
    18. Alvaro Garcia-Marin & Nico Voigtländer, 2019. "Exporting and Plant-Level Efficiency Gains: It's in the Measure," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1777-1825.
    19. 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.
    20. Kaiji Chen & Alfonso Irarrazabal, 2015. "The Role of Allocative Efficiency in a Decade of Recovery," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(3), pages 523-550, July.

    More about this item

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior
    • 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:nbr:nberwo:17175. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.