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Stochastic production frontiers with multiply imputed German establishment data

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  • Jensen, Uwe
  • Rässler, Susanne

Abstract

"In this paper, stochastic production frontier models are estimated with IAB establishment data from waves 2002 and 2003 to analyze productivity and inefficiency. The data suffer from nonresponse in the most important variables (output, capital and labor) leading to the loss of 25 % of the observations and possibly imprecise estimates and invalid test statistics. Therefore the missing values are multiply imputed. The analysis of the estimation results shows that, particularly in the inefficiency submodel, working with multiply imputed data reveals some interesting and plausible results which are not available when missing observations are ignored." (Author's abstract, IAB-Doku) ((en))

Suggested Citation

  • Jensen, Uwe & Rässler, Susanne, 2006. "Stochastic production frontiers with multiply imputed German establishment data," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(2), pages 277-295.
    • Handle: RePEc:iab:iabzaf:v:39:i:2:p:277-295
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    References listed on IDEAS

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    1. Lazear, Edward P, 1981. "Agency, Earnings Profiles, Productivity, and Hours Restrictions," American Economic Review, American Economic Association, vol. 71(4), pages 606-620, September.
    2. Addison, John T. & Schank, Thorsten & Schnabel, Claus & Wagner, Joachim, 2003. "German works councils in the production process," Discussion Papers 21, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    3. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    4. Claus Schnabel, 1991. "Trade Unions and Productivity: The German Evidence," British Journal of Industrial Relations, London School of Economics, vol. 29(1), pages 15-24, March.
    5. Joachim Wagner, 2006. "Exports, foreign direct investment, and productivity: evidence from German firm level data," Applied Economics Letters, Taylor & Francis Journals, vol. 13(6), pages 347-349.
    6. Reifschneider, David & Stevenson, Rodney, 1991. "Systematic Departures from the Frontier: A Framework for the Analysis of Firm Inefficiency," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 715-723, August.
    7. Thorsten Schank & Claus Schnabel & Joachim Wagner, 2004. "Works councils - sand or grease in the operation of German firms?," Applied Economics Letters, Taylor & Francis Journals, vol. 11(3), pages 159-161.
    8. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    9. Stevenson, Rodney E., 1980. "Likelihood functions for generalized stochastic frontier estimation," Journal of Econometrics, Elsevier, vol. 13(1), pages 57-66, May.
    10. Thorsten Schank, 2005. "Are overtime plants more efficient than standard-time plants? A stochastic production frontier analysis using the IAB Establishment Panel," Empirical Economics, Springer, vol. 30(3), pages 693-710, October.
    11. Uwe Jensen, 2005. "Misspecification Preferred: The Sensitivity of Inefficiency Rankings," Journal of Productivity Analysis, Springer, vol. 23(2), pages 223-244, May.
    12. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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    Cited by:

    1. Rässler, Susanne, 2006. "Der Einsatz von Missing Data Techniken in der Arbeitsmarktforschung des IAB," IAB-Forschungsbericht 200618, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    2. Jensen, Uwe & Rässler, Susanne, 2007. "The effects of collective bargaining on firm performance : new evidence based on stochastic production frontiers and multiply imputed German establishment data," IAB-Forschungsbericht 200703, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].

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