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

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  • Kamil Galuscak
  • Lubomir Lizal

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

  • Kamil Galuscak & Lubomir Lizal, 2011. "The Impact of Capital Measurement Error Correction on Firm-Level Production Function Estimation," Working Papers 2011/09, Czech National Bank.
    • Handle: RePEc:cnb:wpaper:2011/09
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    References listed on IDEAS

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    Cited by:

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    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    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.

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    More about this item

    Keywords

    Capital; firm-level data; measurement error.;
    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

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