Skip to main content
Log in

Chapter 14 Evaluating the efficiency of vehicle manufacturing with different products

  • Part V Some New Applications
  • Published:
Annals of Operations Research Aims and scope Submit manuscript

Abstract

This paper evaluates the efficiency of Chinese vehicle manufacturing with different products for the period January to December 31st, 1993. It utilizes actual data rather than data modified by utilizing methods that can deal with zeros in the outputs. The paper thus highlights the fundamental role of zeros in DEA analysis, and derives a special calculation method which can decrease the dimension for computer implementation. The paper also illustrates the importance of the use of Assurance Regions (AR) and their application.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Ahn, T., A. Charnes and W.W. Cooper, Efficiency characteristics in different DEA models, Socioeconomic Planning Sciences 22, 1988, 253–257.

    Google Scholar 

  • Banker, R.D. and R.M. Thrall, Estimation of returns to scale using Data Envelopment Analysis, European Journal of Operational Research 66, 1992, 74–84.

    Google Scholar 

  • Banker, R.D., A. Charnes and W.W. Cooper, Some models for estimating technical and scale efficiencies in Data Envelopment Analysis, Management Science 9, 1984, 1078–1092.

    Google Scholar 

  • Bauer, P.W., Recent development in the econometric estimation of frontiers, Journal of Econometrics 46, 1990, 39–56.

    Google Scholar 

  • Charnes, A., W.W. Cooper and E. Rhodes, Measuring the efficiency of decision making units, European Journal of Operational Research 2, 1978, 429–444.

    Google Scholar 

  • Charnes, A., W.W. Cooper and E. Rhodes, Measuring the efficiency of decision making units, European Journal of Operational Research 3, 1979, 339.

    Google Scholar 

  • Charnes, A., W.W. Cooper, Z.M. Huang and B. Sun, Polyhedral cone ratio DEA model with an illustrative application to large commercial banks, Journal of Econometrics 46, 1990, 73–91.

    Google Scholar 

  • Charnes, A., W.W. Cooper and R.M. Thrall, A structure for classifying and characterizing efficiencies and inefficiencies in Data Envelopment Analysis, Journal of Productivity Analysis 2, 1991, 197–237.

    Google Scholar 

  • Charnes, A. and L. Neralic, Sensitivity analysis of the additive model in Data Envelopment Analysis, European Journal of Operational Research 48, 1990, 323–341.

    Google Scholar 

  • Farrell, M.J., The measurement of productive efficiency, Journal of the Royal Statistical Society, Series A 120, 1990, 253–290.

    Google Scholar 

  • Seiford, L.M. and R.M. Thrall, Recent development in DEA: The mathematical approach to frontier analysis, Journal of Econometrics 46, 1990, 7–38.

    Google Scholar 

  • Thompson, R.G., F.D. Singleton, Jr., R.M. Thrall and B.A. Smith, Comparative site evaluations for locating a high-energy lab in Texas, TIMS Interfaces 16, 1986, 1380–1395.

    Google Scholar 

  • Thompson, R.G., L.N. Langemeier, C.-T. Lee and R.M. Thrall, The role of multiplier bounds in efficiency analysis with application to Kansas farming, Journal of Econometrics 46, 1990, 93–108.

    Google Scholar 

  • Thompson, R.G., P.S. Dharmapala, C.-T. Lee and R.M. Thrall, Fixed weights and DEA, Applications in Management Science (E. Rhodes, Guest Editor) 7, 1993, 171–191.

    Google Scholar 

  • Thompson, R.G., P.S. Dharmapala and R.M. Thrall, DEA sensitivity analysis of efficiency measures with application to Kansas farming and Illinois coal mining,Data Envelopment Analysis, Theory, Methodology and Applications, A. Charnes, W.W. Cooper, A. Levin and L. Seiford, eds., Kluwer Academic, Boston, 1994, pp. 393–422.

    Google Scholar 

  • Thompson, R.G. and R.M. Thrall, Polyhedral assurance regions with linked constraints,New Directions in Computational Economics, Vol. 4, Kluwer Academic, New York, 1994, pp. 121–133.

    Google Scholar 

  • Thompson, R.G. and D.R. Criswell, Solar power productive efficiency potential, A prototype analysis,Systems Sciences and Systems Engineering, ICSSE '93, P.R. China, 1993, pp. 687–691.

  • Thompson, R.G., P.S. Dharmapala and R.M. Thrall, Importance of DEA of zeros in data, multipliers, and solutions, Journal of Productivity Analysis 4, 1993, 379–390.

    Google Scholar 

  • Zeng, G., Application of DEA in vehicle design,Systems Sciences and Systems Engineering, ICSSE '93, P.R. China, 1993, pp. 932–935.

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zeng, G. Chapter 14 Evaluating the efficiency of vehicle manufacturing with different products. Ann Oper Res 66, 297–310 (1996). https://doi.org/10.1007/BF02188948

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02188948

Keywords

Navigation