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Long- and short-term efficiency in an automobile factory: An econometric case study

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  • Sáenz-Royo, Carlos
  • Salas-Fumás, Vicente

Abstract

This paper models the production technology of an automobile assembly plant as an integrated long and short-term relationship between inputs, labor and capital, and output, number of monthly assembled units. The parameters of the production function, elasticity of output to labor and capital, and the growth rate in total factor productivity (TFP), are estimated using the Error Correction Mechanism (ECR). The paper compares the TFP and the inverse of the hours per vehicle (HPV), the standard measure of productivity used in the industry, as indicators of operating efficiency of a production unit. The empirical application also highlights the potentialities of the ECM in insider and case study econometrics research, especially when the observed output and inputs of a production process deviate from the production technological frontier due to anticipated and unanticipated perturbations in the operations.

Suggested Citation

  • Sáenz-Royo, Carlos & Salas-Fumás, Vicente, 2014. "Long- and short-term efficiency in an automobile factory: An econometric case study," International Journal of Production Economics, Elsevier, vol. 156(C), pages 98-107.
    • Handle: RePEc:eee:proeco:v:156:y:2014:i:c:p:98-107
    DOI: 10.1016/j.ijpe.2014.05.018
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    1. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    2. Barton H. Hamilton & Jack A. Nickerson & Hideo Owan, 2003. "Team Incentives and Worker Heterogeneity: An Empirical Analysis of the Impact of Teams on Productivity and Participation," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 465-497, June.
    3. Autant-Bernard, Corinne & Guironnet, Jean-Pascal & Massard, Nadine, 2011. "Agglomeration and social return to R&D: Evidence from French plant productivity changes," International Journal of Production Economics, Elsevier, vol. 132(1), pages 34-42, July.
    4. Engle, Robert F., 1982. "A general approach to lagrange multiplier model diagnostics," Journal of Econometrics, Elsevier, vol. 20(1), pages 83-104, October.
    5. Paul S. Adler & Kim B. Clark, 1991. "Behind the Learning Curve: A Sketch of the Learning Process," Management Science, INFORMS, vol. 37(3), pages 267-281, March.
    6. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    7. Derek C. Jones & Panu Kalmi & Antti Kauhanen, 2006. "Human Resource Management Policies and Productivity: New Evidence from An Econometric Case Study," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 526-538, Winter.
    8. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    9. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    10. Breusch, T S, 1978. "Testing for Autocorrelation in Dynamic Linear Models," Australian Economic Papers, Wiley Blackwell, vol. 17(31), pages 334-355, December.
    11. Gunasekaran, A. & Korukonda, A. R. & Virtanen, I. & Yli-Olli, P., 1994. "Improving productivity and quality in manufacturing organizations," International Journal of Production Economics, Elsevier, vol. 36(2), pages 169-183, September.
    12. Jones, Derek C. & Kalmi, Panu & Kauhanen, Antti, 2011. "Firm and employee effects of an enterprise information system: Micro-econometric evidence," International Journal of Production Economics, Elsevier, vol. 130(2), pages 159-168, April.
    13. Casey Ichniowski & Kathryn L. Shaw, 2009. "Insider Econometrics: Empirical Studies of How Management Matters," NBER Working Papers 15618, National Bureau of Economic Research, Inc.
    14. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    15. Argote, L. & Epple, D., 1990. "Learning Curves In Manufacturing," GSIA Working Papers 89-90-02, Carnegie Mellon University, Tepper School of Business.
    16. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    17. Marvin B. Lieberman & Rajeev Dhawan, 2005. "Assessing the Resource Base of Japanese and U.S. Auto Producers: A Stochastic Frontier Production Function Approach," Management Science, INFORMS, vol. 51(7), pages 1060-1075, July.
    18. Derek C. Jones & Panu Kalmi & Antti Kauhanen, 2010. "Teams, Incentive Pay, and Productive Efficiency: Evidence from a Food-Processing Plant," ILR Review, Cornell University, ILR School, vol. 63(4), pages 606-626, July.
    19. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    20. Marvin B. Lieberman & Lawrence J. Lau & Mark D. Williams, 1990. "Firm-Level Productivity and Management Influence: A Comparison of U.S. and Japanese Automobile Producers," Management Science, INFORMS, vol. 36(10), pages 1193-1215, October.
    21. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    22. Stock, James H, 1987. "Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors," Econometrica, Econometric Society, vol. 55(5), pages 1035-1056, September.
    23. Liu, Fuh-Hwa Franklin & Wang, Peng-hsiang, 2008. "DEA Malmquist productivity measure: Taiwanese semiconductor companies," International Journal of Production Economics, Elsevier, vol. 112(1), pages 367-379, March.
    24. K. Kerstens & S. Managi, 2012. "Total Factor Productivity Growth and Convergence in the Petroleum Industry: Empirical Analysis Testing for Convexity," Post-Print hal-00720616, HAL.
    25. Wacker, John G. & Yang, Chen-Lung & Sheu, Chwen, 2006. "Productivity of production labor, non-production labor, and capital: An international study," International Journal of Production Economics, Elsevier, vol. 103(2), pages 863-872, October.
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