IDEAS home Printed from https://ideas.repec.org/p/wdi/papers/2012-1026.html
   My bibliography  Save this paper

The Impact of Capital Measurement Error Correction on Firm-Level Production Function Estimation

Author

Listed:
  • Lubomir Lizal
  • Kamil Galu??????k

Abstract

Based on a large panel of Czech manufacturing firms, we estimate firm-level production functions in 2003???2007 using the Levinsohn and Petrin (2003) and Wooldridge (2009) approaches, correcting for the measurement error in capital. We show that measurement error plays a significant role in the size of the estimated capital coefficient. The capital coefficient estimate approximately doubles (depending on the particular industry) when we control for capital measurement error. Consequently, while the majority of industries exhibit constant or (in)significantly decreasing returns to scale when the standard methods are used, increasing returns cannot be rejected in some industries when the estimation is corrected for capital measurement error.

Suggested Citation

  • Lubomir Lizal & Kamil Galu??????k, 2012. "The Impact of Capital Measurement Error Correction on Firm-Level Production Function Estimation," William Davidson Institute Working Papers Series wp1026, William Davidson Institute at the University of Michigan.
    • Handle: RePEc:wdi:papers:2012-1026
    as

    Download full text from publisher

    File URL: http://deepblue.lib.umich.edu/bitstream/2027.42/133042/1/wp1026.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jan Hanousek & Evžen Kočenda, 2011. "Public Investment and Fiscal Performance in the New EU Member States," Fiscal Studies, Institute for Fiscal Studies, vol. 32(1), pages 43-71, March.
    2. Dana Hajkova, 2008. "The Measurement of Capital Services in the Czech Republic," Working Papers 2008/11, Czech National Bank.
    3. Dietrich Earnhart & Lubomir Lizal, 2006. "Pollution, Production, and Sectoral Differences in a Transition Economy," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 48(4), pages 662-681, December.
    4. Kamil Galuscak & Daniel Munich, 2005. "Structural and Cyclical Unemployment: What Can We Derive from the Matching Function?," Working Papers 2005/02, Czech National Bank.
    5. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    6. Carmine Ornaghi, 2006. "Assessing the effects of measurement errors on the estimation of production functions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 879-891.
    7. Vladislav Flek & Mojmír Hájek & Jaromír Hurník & Ladislav Prokop & Lenka Racková, 2001. "Výkonnost a struktura nabídkové strany [Supply-side performance and structure]," Politická ekonomie, Prague University of Economics and Business, vol. 2001(6).
    8. Rumen Dobrinsky & Gabor Korosi & Nikolay Markov & Laszlo Halpern, 2004. "Firms’ Price Markups and Returns to Scale in Imperfect Markets - Bulgaria and Hungary," CERS-IE WORKING PAPERS 0412, Institute of Economics, Centre for Economic and Regional Studies.
    9. Dobrinsky, Rumen & Korosi, Gabor & Markov, Nikolay & Halpern, Laszlo, 2006. "Price markups and returns to scale in imperfect markets: Bulgaria and Hungary," Journal of Comparative Economics, Elsevier, vol. 34(1), pages 92-110, March.
    10. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    11. 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.
    12. Susanto Basu & Miles S. Kimball, 1997. "Cyclical Productivity with Unobserved Input Variation," NBER Working Papers 5915, National Bureau of Economic Research, Inc.
    13. Amil Petrin & Brian P. Poi & James Levinsohn, 2004. "Production function estimation in Stata using inputs to control for unobservables," Stata Journal, StataCorp LP, vol. 4(2), pages 113-123, June.
    14. Kamil Dybczak & Vladislav Flek & Dana Hajkova & Jaromir Hurnik, 2006. "Supply-Side Performance and Structure in the Czech Republic (1995-2005)," Working Papers 2006/4, Czech National Bank.
    15. Dietrich Earnhart & Lubomir Lizal, 2010. "Pollution Control in a Transition Economy: Do Firms Face Economies and/or Diseconomies of Scale?," CERGE-EI Working Papers wp405, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    16. 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.
    17. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    18. Adam Gersl & Ieva Rubene & Tina Zumer, 2007. "Foreign Direct Investment and Productivity Spillovers: Updated Evidence from Central and Eastern Europe," Working Papers 2007/8, Czech National Bank.
    19. Gábor Kátay & Zoltán Wolf, 2008. "Driving Factors of Growth in Hungary - a Decomposition Exercise," MNB Working Papers 2008/6, Magyar Nemzeti Bank (Central Bank of Hungary).
    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. Konstantins Benkovskis & Jaan Masso & Olegs Tkacevs & Priit Vahter & Naomitsu Yashiro, 2020. "Export and productivity in global value chains: comparative evidence from Latvia and Estonia," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(3), pages 557-577, August.
    2. Tibor Lalinsky & Jaanika Meriküll, 2021. "The Effect of the Single Currency on Exports: Comparative Firm-Level Evidence," International Journal of Central Banking, International Journal of Central Banking, vol. 17(3), pages 203-239, September.
    3. Alessandro Borin & Michele Mancini, 2016. "Foreign direct investment and firm performance: an empirical analysis of Italian firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 705-732, November.
    4. Štěpán Jurajda & Juraj Stančík, 2013. "Organization and Firm Performance in the Czech Republic," Prague Economic Papers, Prague University of Economics and Business, vol. 2013(1), pages 85-110.
    5. Kirill Shakhnov, 2022. "The Allocation of Talent: Finance versus Entrepreneurship," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 46, pages 161-195, October.
    6. Dhyne, Emmanuel & Zurlo, Davide & Sandoz-Dit-Bragard, Charlotte & Chiriacescu, Bogdan & Cazacu, Ana-Maria & Lalinsky, Tibor & Biewen, Elena & Blank, Sven & Meinen, Philipp & Hagemejer, Jan & Tello, Pa, 2014. "Micro-based evidence of EU competitiveness: the CompNet database," Working Paper Series 1634, European Central Bank.
    7. Antonietti, Roberto & Marzucchi, Alberto, 2014. "Green tangible investment strategies and export performance: A firm-level investigation," Ecological Economics, Elsevier, vol. 108(C), pages 150-161.
    8. Domagoj Selebaj & Matej Bule, 2021. "Effects of grants from EU funds on business performance of non-financial corporations in Croatia," Public Sector Economics, Institute of Public Finance, vol. 45(2), pages 177-207.
    9. Vincent Sterk & Jasper De Winter & Neeltje van Horen & Ralph De Haas, 2018. "Off to a Bad Start? The Role of Leverage for Start-Up Productivity during the Financial Crisis," 2018 Meeting Papers 201, Society for Economic Dynamics.

    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. Trax, Michaela & Brunow, Stephan & Suedekum, Jens, 2015. "Cultural diversity and plant-level productivity," Regional Science and Urban Economics, Elsevier, vol. 53(C), pages 85-96.
    2. Dobbelaere, Sabien & Kiyota, Kozo & Mairesse, Jacques, 2015. "Product and labor market imperfections and scale economies: Micro-evidence on France, Japan and the Netherlands," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 290-322.
    3. Hu, Yingyao & Huang, Guofang & Sasaki, Yuya, 2020. "Estimating production functions with robustness against errors in the proxy variables," Journal of Econometrics, Elsevier, vol. 215(2), pages 375-398.
    4. Markus Eberhardt & Christian Helmers, 2010. "Untested Assumptions and Data Slicing: A Critical Review of Firm-Level Production Function Estimators," Economics Series Working Papers 513, University of Oxford, Department of Economics.
    5. Roberto Martino & Phu Nguyen-Van, 2014. "Labour market regulation and fiscal parameters: A structural model for European regions," Working Papers of BETA 2014-19, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    6. Amoroso, S., 2013. "Heterogeneity of innovative, collaborative, and productive firm-level processes," Other publications TiSEM f5784a49-7053-401d-855d-1, Tilburg University, School of Economics and Management.
    7. 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.
    8. Enghin Atalay, 2014. "Materials Prices And Productivity," Journal of the European Economic Association, European Economic Association, vol. 12(3), pages 575-611, June.
    9. Florin Maican & Matilda Orth, 2017. "Productivity Dynamics and the Role of ‘Big-Box’ Entrants in Retailing," Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 397-438, June.
    10. Doan, Tinh & Nguyen, Ha, 2013. "Productivity dispersion and the roles of quality of labour input and competition: A case of Vietnamese manufacturing sector," MPRA Paper 48357, University Library of Munich, Germany.
    11. Segundo Camino‐Mogro & Natalia Bermudez‐Barrezueta, 2021. "Productivity determinants in the construction sector in emerging country: New evidence from Ecuadorian firms," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2391-2413, November.
    12. Nguyen, Huong, 2016. "Ease of Doing Business Reforms in Vietnam: Implications for Total Factor Productivity in Manufacturing Industries," Papers 999, World Trade Institute.
    13. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2016. "Organisational change and the productivity effects of green technology adoption," Resource and Energy Economics, Elsevier, vol. 43(C), pages 172-194.
    14. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    15. David Greenstreet, 2007. "Exploiting Sequential Learning to Estimate Establishment-Level Productivity Dynamics and Decision Rules," Economics Series Working Papers 345, University of Oxford, Department of Economics.
    16. Bastian Stockinger & Katja Wolf, 2019. "The Productivity Effects of Worker Mobility Between Heterogeneous Firms," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 492-522, November.
    17. Petrick, Matin & Kloss, Mathias, 2013. "Identifying Factor Productivity from Micro-data: The case of EU agriculture," Factor Markets Working Papers 144, Centre for European Policy Studies.
    18. Paul Schrimpf & Michio Suzuki & Hiroyuki Kasahara, 2015. "Identification and Estimation of Production Function with Unobserved Heterogeneity," 2015 Meeting Papers 924, Society for Economic Dynamics.
    19. Deepika Srivastava, 2022. "Impact of foreign ownership on firm’s performance: a study of Indian manufacturing industry," Indian Economic Review, Springer, vol. 57(2), pages 393-419, December.
    20. Parrotta, Pierpaolo & Pozzoli, Dario & Pytlikova, Mariola, 2010. "Does Labor Diversity Affect Firm Productivity?," Working Papers 10-12, University of Aarhus, Aarhus School of Business, Department of Economics.

    More about this item

    Keywords

    Measurement error; capital; firm-level data; Czech Republic.;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • 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:wdi:papers:2012-1026. 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: WDI (email available below). General contact details of provider: https://edirc.repec.org/data/wdumius.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.