IDEAS home Printed from https://ideas.repec.org/a/wly/iecrev/v64y2023i1p325-360.html
   My bibliography  Save this article

Grouped Variation In Factor Shares: An Application To Misallocation

Author

Listed:
  • Jose Asturias
  • Jack Rossbach

Abstract

A striking feature of microlevel plant data is the presence of significant variation in factor cost shares across plants within an industry. We develop a methodology based on cluster analysis to decompose cost shares into idiosyncratic and group‐specific components. We apply our methodology to Chilean plant‐level data and find that group‐specific variation accounts for approximately one‐third of the variation in cost shares. We study the implications of these groups in cost shares on the gains from eliminating misallocation. We place bounds on their importance and find that ignoring them can overstate the gains from eliminating misallocation by up to one‐third .

Suggested Citation

  • Jose Asturias & Jack Rossbach, 2023. "Grouped Variation In Factor Shares: An Application To Misallocation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(1), pages 325-360, February.
  • Handle: RePEc:wly:iecrev:v:64:y:2023:i:1:p:325-360
    DOI: 10.1111/iere.12605
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/iere.12605
    Download Restriction: no

    File URL: https://libkey.io/10.1111/iere.12605?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Roberto Alvarez & Ricardo A. López, 2005. "Exporting and performance: evidence from Chilean plants," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(4), pages 1384-1400, November.
    2. 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.
    3. Levinsohn, James, 1999. "Employment responses to international liberalization in Chile," Journal of International Economics, Elsevier, vol. 47(2), pages 321-344, April.
    4. 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.
    5. 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.
    6. Jan Grobovšek, 2020. "Managerial Delegation, Law Enforcement, and Aggregate Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(5), pages 2256-2289.
    7. 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.
    8. Gartner, William B., 1990. "What are we talking about when we talk about entrepreneurship?," Journal of Business Venturing, Elsevier, vol. 5(1), pages 15-28, January.
    9. Allan Collard-Wexler & Jan De Loecker, 2015. "Reallocation and Technology: Evidence from the US Steel Industry," American Economic Review, American Economic Association, vol. 105(1), pages 131-171, January.
    10. Stéphane Bonhomme & Elena Manresa, 2015. "Grouped Patterns of Heterogeneity in Panel Data," Econometrica, Econometric Society, vol. 83(3), pages 1147-1184, May.
    11. Johannes Boehm & Ezra Oberfield, 2020. "Misallocation in the Market for Inputs: Enforcement and the Organization of Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2007-2058.
    12. 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.
    13. Nicolas Ziebarth, 2013. "Are China and India Backwards? Evidence from the 19th Century U.S. Census of Manufactures," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 86-99, January.
    14. Thomas J. Holmes & Matthew F. Mitchell, 2008. "A theory of factor allocation and plant size," RAND Journal of Economics, RAND Corporation, vol. 39(2), pages 329-351, June.
    15. Jose Asturias & Manuel García-Santana & Roberto Ramos, 2019. "Competition and the Welfare Gains from Transportation Infrastructure: Evidence from the Golden Quadrilateral of India," Journal of the European Economic Association, European Economic Association, vol. 17(6), pages 1881-1940.
    16. 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.
    17. 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.
    18. James P. Monahan, 1984. "A Quantity Discount Pricing Model to Increase Vendor Profits," Management Science, INFORMS, vol. 30(6), pages 720-726, June.
    19. Thomas Schelkle, 2016. "General Methods for Measuring Factor Misallocation," Working Paper Series in Economics 87, University of Cologne, Department of Economics.
    20. Busso Matias & Madrigal Lucia & Pagés Carmen, 2013. "Productivity and resource misallocation in Latin America1)," The B.E. Journal of Macroeconomics, De Gruyter, vol. 13(1), pages 903-932, June.
    21. Bils, Mark & Klenow, Peter J. & Ruane, Cian, 2021. "Misallocation or Mismeasurement?," Journal of Monetary Economics, Elsevier, vol. 124(S), pages 39-56.
    22. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    23. repec:hal:wpspec:info:hdl:2441/3lt9cev6r09aqpj1a1248i83gg is not listed on IDEAS
    24. Amit Gandhi & Salvador Navarro & David A. Rivers, 2020. "On the Identification of Gross Output Production Functions," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2973-3016.
    25. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    26. 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.
    27. Leuz, Christian & Nanda, Dhananjay & Wysocki, Peter D., 2003. "Earnings management and investor protection: an international comparison," Journal of Financial Economics, Elsevier, vol. 69(3), pages 505-527, September.
    28. Alwyn Young, 1995. "The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 641-680.
    29. 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.
    30. 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.
    31. Amil Petrin & James Levinsohn, 2012. "Measuring aggregate productivity growth using plant-level data," RAND Journal of Economics, RAND Corporation, vol. 43(4), pages 705-725, December.
    32. Raphael Bergoeing & Andrea Repetto, 2006. "Micro Efficiency and Aggregate Growth in Chile," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 43(127), pages 169-192.
    33. repec:hal:spmain:info:hdl:2441/3lt9cev6r09aqpj1a1248i83gg is not listed on IDEAS
    34. Dias, Daniel A. & Robalo Marques, Carlos & Richmond, Christine, 2016. "Misallocation and productivity in the lead up to the Eurozone crisis," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 46-70.
    35. 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.
    36. Levy-Yeyati, Eduardo & Sturzenegger, Federico, 2005. "Classifying exchange rate regimes: Deeds vs. words," European Economic Review, Elsevier, vol. 49(6), pages 1603-1635, August.
    37. Theodore M. Crone, 2005. "An Alternative Definition of Economic Regions in the United States Based on Similarities in State Business Cycles," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 617-626, November.
    38. Chang-Tai Hsieh & Benjamin A. Olken, 2014. "The Missing "Missing Middle"," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 89-108, Summer.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Simone Lenzu & Francesco Manaresi, 2019. "Sources and implications of resource misallocation: new evidence from firm-level marginal products and user costs," Questioni di Economia e Finanza (Occasional Papers) 485, Bank of Italy, Economic Research and International Relations Area.
    3. Alpysbayeva, Dinara & Vanormelingen, Stijn, 2022. "Labor market rigidities and misallocation: Evidence from a natural experiment," Labour Economics, Elsevier, vol. 78(C).
    4. 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.
    5. Dias, Daniel A. & Robalo Marques, Carlos & Richmond, Christine, 2016. "Misallocation and productivity in the lead up to the Eurozone crisis," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 46-70.
    6. Daniel A. Dias & Carlos Robalo Marques & Christine Richmond, 2020. "A Tale of Two Sectors: Why is Misallocation Higher in Services than in Manufacturing?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(2), pages 361-393, June.
    7. Laura Blattner & Luisa Farinha & Francisca Rebelo, 2017. "When Losses Turn Into Loans: The Cost of Undercapitalized Banks," 2017 Papers pbl215, Job Market Papers.
    8. Bańbura, Marta & Albani, Maria & Ambrocio, Gene & Bursian, Dirk & Buss, Ginters & de Winter, Jasper & Gavura, Miroslav & Giordano, Claire & Júlio, Paulo & Le Roux, Julien & Lozej, Matija & Malthe-Thag, 2018. "Business investment in EU countries," Occasional Paper Series 215, European Central Bank.
    9. Dai, Xiaoyong & Cheng, Liwei, 2019. "Aggregate productivity losses from factor misallocation across Chinese manufacturing firms," Economic Systems, Elsevier, vol. 43(1), pages 30-41.
    10. Orozco Vázquez Miguel, 2023. "Misallocation of Resources, Firm Characteristics, and Structural Factors: Evidence from Mexico," Working Papers 2023-11, Banco de México.
    11. Andrea L. Eisfeldt & Yu Shi, 2018. "Capital Reallocation," NBER Working Papers 25085, National Bureau of Economic Research, Inc.
    12. Manuel García-Santana & Roberto Ramos, 2015. "Distortions and the size distribution of plants: evidence from cross-country data," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 6(3), pages 279-312, August.
    13. Alam, M. Jahangir, 2020. "Capital misallocation: Cyclicality and sources," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    14. Amit Gandhi & Salvador Navarro & David Rivers, 2017. "How Heterogeneous is Productivity? A Comparison of Gross Output and Value Added," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 201727, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    15. Emmanuel Dhyne & Ayumu Ken Kikkawa & Glenn Magerman, 2022. "Imperfect Competition in Firm-to-Firm Trade," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1933-1970.
    16. Diego Restuccia, 2019. "Misallocation and aggregate productivity across time and space," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(1), pages 5-32, February.
    17. 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.
    18. Douglas Gollin & Christopher Udry, 2021. "Heterogeneity, Measurement Error, and Misallocation: Evidence from African Agriculture," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 1-80.
    19. Tetsushi Murao, 2017. "Aggregate Productivity Growth Decomposition: an Overview," Public Policy Review, Policy Research Institute, Ministry of Finance Japan, vol. 13(3), pages 269-286, November.
    20. Shenoy, Ajay, 2017. "Market failures and misallocation," Journal of Development Economics, Elsevier, vol. 128(C), pages 65-80.

    More about this item

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

    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:wly:iecrev:v:64:y:2023:i:1:p:325-360. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/deupaus.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.