IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v156y2014icp98-107.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527314001819
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijpe.2014.05.018?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Engle, Robert F., 1982. "A general approach to lagrange multiplier model diagnostics," Journal of Econometrics, Elsevier, vol. 20(1), pages 83-104, October.
    2. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    3. Breusch, T S, 1978. "Testing for Autocorrelation in Dynamic Linear Models," Australian Economic Papers, Wiley Blackwell, vol. 17(31), pages 334-355, December.
    4. 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.
    5. Argote, L. & Epple, D., 1990. "Learning Curves In Manufacturing," GSIA Working Papers 89-90-02, Carnegie Mellon University, Tepper School of Business.
    6. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    7. 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.
    8. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    9. 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.
    10. 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.
    11. 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.
    12. Casey Ichniowski & Kathryn L. Shaw, 2009. "Insider Econometrics: Empirical Studies of How Management Matters," NBER Working Papers 15618, National Bureau of Economic Research, Inc.
    13. 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.
    14. 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.
    15. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. Stock, James H, 1987. "Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors," Econometrica, Econometric Society, vol. 55(5), pages 1035-1056, September.
    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.
    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. Sáenz-Royo, Carlos & Salas-Fumás, Vicente, 2013. "Learning to learn and productivity growth: Evidence from a new car-assembly plant," Omega, Elsevier, vol. 41(2), pages 336-344.
    2. Bernd J. Frick & Ute Goetzen & Robert Simmons, 2013. "The Hidden Costs of High-Performance Work Practices: Evidence from a Large German Steel Company," ILR Review, Cornell University, ILR School, vol. 66(1), pages 198-224, January.
    3. Cottini, Elena & Kato, Takao & Westergaard-Nielsen, Niels, 2011. "Adverse workplace conditions, high-involvement work practices and labor turnover: Evidence from Danish linked employer–employee data," Labour Economics, Elsevier, vol. 18(6), pages 872-880.
    4. Neil R. Ericsson & James G. MacKinnon, 2002. "Distributions of error correction tests for cointegration," Econometrics Journal, Royal Economic Society, vol. 5(2), pages 285-318, June.
    5. Bardsen, G. & Klovland, J.T., 1990. "Finding The Rigth Nominal Anchor: The Cointegration Of Money, Credit And Nominal Income In Norway," The Warwick Economics Research Paper Series (TWERPS) 350, University of Warwick, Department of Economics.
    6. Khosrow Doroodian & Chulho Jung & Roy Boyd, 1999. "Testing the law of one price under the fixed and flexible exchange rate systems," Applied Economics Letters, Taylor & Francis Journals, vol. 6(9), pages 613-616.
    7. Derek C. Jones & Takao Kato, 2011. "The Impact of Teams on Output, Quality, and Downtime: An Empirical Analysis Using Individual Panel Data," ILR Review, Cornell University, ILR School, vol. 64(2), pages 215-240, January.
    8. Abdul Qayyum, 2000. "Demand for Real Money Balances by the Business Sector: An Econometric Investigation," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(4), pages 857-873.
    9. Murthy, N. R. Vasudeva & Phillips, Joseph M., 1996. "The relationship between budget deficits and capital inflows: Further econometric evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 36(4), pages 485-494.
    10. de Meulemeester, Jean-Luc & Rochat, Denis, 1995. "A causality analysis of the link between higher education and economic development," Economics of Education Review, Elsevier, vol. 14(4), pages 351-361, December.
    11. Brada, Josef C. & Kutan, Ali M., 2001. "The convergence of monetary policy between candidate countries and the European Union," Economic Systems, Elsevier, vol. 25(3), pages 215-231, September.
    12. Goldberg, Michael D. & Frydman, Roman, 1996. "Empirical exchange rate models and shifts in the co-integrating vector," Structural Change and Economic Dynamics, Elsevier, vol. 7(1), pages 55-78, March.
    13. Adrian C. Darnell, 1994. "A Dictionary Of Econometrics," Books, Edward Elgar Publishing, number 118.
    14. Ericsson, Neil R., 1992. "Cointegration, exogeneity, and policy analysis: An overview," Journal of Policy Modeling, Elsevier, vol. 14(3), pages 251-280, June.
    15. Baltrunaite, Audinga & Bovini, Giulia & Mocetti, Sauro, 2023. "Managerial talent and managerial practices: Are they complements?," Journal of Corporate Finance, Elsevier, vol. 79(C).
    16. Meher Manzur & Wing-Keung Wong & Inn-Chau Chee, 1999. "Measuring international competitiveness: experience from East Asia," Applied Economics, Taylor & Francis Journals, vol. 31(11), pages 1383-1391.
    17. Fatma Unlu, 2022. "The Effects of Information and Communication Technologies on Labor Productivity and Employment in Turkiye: The ARDL Bounds Test Approach," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 72(72-2), pages 725-751, December.
    18. Dostie Benoit & Jayaraman Rajshri, 2012. "Organizational Redesign, Information Technologies and Workplace Productivity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-41, February.
    19. Michael S. Haigh & Nikos K. Nomikos & David A. Bessler, 2004. "Integration and Causality in International Freight Markets: Modeling with Error Correction and Directed Acyclic Graphs," Southern Economic Journal, John Wiley & Sons, vol. 71(1), pages 145-162, July.
    20. Committee, Nobel Prize, 2003. "Time-series Econometrics: Cointegration and Autoregressive Conditional Heteroskedasticity," Nobel Prize in Economics documents 2003-1, Nobel Prize Committee.

    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:eee:proeco:v:156:y:2014:i:c:p:98-107. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    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.