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Future Research Opportunities in Efficiency and Productivity Analysis

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  • Lovell, Knox

Abstract

In this paper I speculate on what I consider to be some of the more interesting and fruitful directions for future research opportunities in the area of efficiency and productivity analysis. Most of the topics I discuss have been addressed by a few innovators, but their research has not yet diffused throughout the research community.

Suggested Citation

  • Lovell, Knox, 2001. "Future Research Opportunities in Efficiency and Productivity Analysis," Efficiency Series Papers 2001/01, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    • Handle: RePEc:oeg:wpaper:2001/01
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    1. J. Glass & Donal McKillop & Gary O'Rourke, 1998. "A Cost Indirect Evaluation of Productivity Change in UK Universities," Journal of Productivity Analysis, Springer, vol. 10(2), pages 153-175, October.
    2. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
    3. Tarja Joro & Pekka Korhonen & Jyrki Wallenius, 1998. "Structural Comparison of Data Envelopment Analysis and Multiple Objective Linear Programming," Management Science, INFORMS, vol. 44(7), pages 962-970, July.
    4. Rosen, Sherwin & Nadiri, M Ishaq, 1974. "A Disequilibrium Model of Demand for Factors of Production," American Economic Review, American Economic Association, vol. 64(2), pages 264-270, May.
    5. Zvi Griliches, 1998. "Productivity, R&D, and the Data Constraint," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 347-374, National Bureau of Economic Research, Inc.
    6. Konstantinos Triantis & Olivier Girod, 1998. "A Mathematical Programming Approach for Measuring Technical Efficiency in a Fuzzy Environment," Journal of Productivity Analysis, Springer, vol. 10(1), pages 85-102, July.
    7. William Cooper & Zhimin Huang & Vedran Lelas & Susan Li & Ole Olesen, 1998. "Chance Constrained Programming Formulations for Stochastic Characterizations of Efficiency and Dominance in DEA," Journal of Productivity Analysis, Springer, vol. 9(1), pages 53-79, January.
    8. Merja Halme & Tarja Joro & Pekka Korhonen & Seppo Salo & Jyrki Wallenius, 1999. "A Value Efficiency Approach to Incorporating Preference Information in Data Envelopment Analysis," Management Science, INFORMS, vol. 45(1), pages 103-115, January.
    9. Harold Fried & Shelton Schmidt & Suthathip Yaisawarng, 1999. "Incorporating the Operating Environment Into a Nonparametric Measure of Technical Efficiency," Journal of Productivity Analysis, Springer, vol. 12(3), pages 249-267, November.
    10. Joseph P. Hughes & Loretta J. Mester, 1998. "Bank Capitalization And Cost: Evidence Of Scale Economies In Risk Management And Signaling," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 314-325, May.
    11. Just, Richard E. & Pope, Rulon D., 1978. "Stochastic specification of production functions and economic implications," Journal of Econometrics, Elsevier, vol. 7(1), pages 67-86, February.
    12. Lovell, C. A. Knox, 1995. "Econometric efficiency analysis: A policy-oriented review," European Journal of Operational Research, Elsevier, vol. 80(3), pages 452-461, February.
    13. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    14. Russell G. Thompson & F. D. Singleton & Robert M. Thrall & Barton A. Smith, 1986. "Comparative Site Evaluations for Locating a High-Energy Physics Lab in Texas," Interfaces, INFORMS, vol. 16(6), pages 35-49, December.
    15. G. Battese & A. Rambaldi & G. Wan, 1997. "A Stochastic Frontier Production Function with Flexible Risk Properties," Journal of Productivity Analysis, Springer, vol. 8(3), pages 269-280, August.
    16. 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.
    17. M. Ishaq Nadiri & Sherwin Rosen, 1973. "Appendices to "A Disequilibrium Model of Demand for Factors of Production"," NBER Chapters, in: A Disequilibrium Model of Demand for Factors of Production, pages 175-200, National Bureau of Economic Research, Inc.
    18. Peter Bogetoft, 2000. "DEA and Activity Planning under Asymmetric Information," Journal of Productivity Analysis, Springer, vol. 13(1), pages 7-48, January.
    19. Douglas W. Caves & Laurits R. Christensen & Joseph A. Swanson, 1980. "Productivity in U.S. Railroads, 1951-1974," Bell Journal of Economics, The RAND Corporation, vol. 11(1), pages 166-181, Spring.
    20. M. Ishaq Nadiri & Sherwin Rosen, 1973. "Introductory pages including Preface to "A Disequilibrium Model of Demand for Factors of Production"," NBER Chapters, in: A Disequilibrium Model of Demand for Factors of Production, pages -25--9, National Bureau of Economic Research, Inc.
    21. van den Broeck, Julien & Koop, Gary & Osiewalski, Jacek & Steel, Mark F. J., 1994. "Stochastic frontier models : A Bayesian perspective," Journal of Econometrics, Elsevier, vol. 61(2), pages 273-303, April.
    22. Ole Olesen & Niels Petersen, 1999. "Probabilistic Bounds on the Virtual Multipliers in Data Envelopment Analysis: Polyhedral Cone Constraints," Journal of Productivity Analysis, Springer, vol. 12(2), pages 103-133, September.
    23. M. Ishaq Nadiri & Sherwin Rosen, 1973. "Introduction to "A Disequilibrium Model of Demand for Factors of Production"," NBER Chapters, in: A Disequilibrium Model of Demand for Factors of Production, pages -7--3, National Bureau of Economic Research, Inc.
    24. Kittelsen,S.A.C., 1999. "Monte Carlo simulations of DEA efficiency measures and hypothesis tests," Memorandum 09/1999, Oslo University, Department of Economics.
    25. Yangseon Kim & Peter Schmidt, 2000. "A Review and Empirical Comparison of Bayesian and Classical Approaches to Inference on Efficiency Levels in Stochastic Frontier Models with Panel Data," Journal of Productivity Analysis, Springer, vol. 14(2), pages 91-118, September.
    26. O. B. Olesen & N. C. Petersen, 1995. "Chance Constrained Efficiency Evaluation," Management Science, INFORMS, vol. 41(3), pages 442-457, March.
    27. E. Grifell-Tatjé & C. A. K. Lovell, 1999. "Profits and Productivity," Management Science, INFORMS, vol. 45(9), pages 1177-1193, September.
    28. Fare, Rolf, et al, 1989. "Multilateral Productivity Comparisons When Some Outputs Are Undesirable: A Nonparametric Approach," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 90-98, February.
    29. Stijn Reinhard & C.A. Knox Lovell & Geert Thijssen, 1999. "Econometric Estimation of Technical and Environmental Efficiency: An Application to Dutch Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 44-60.
    30. Francisco Pedraja-Chaparro & Javier Salinas-Jimenez & Peter Smith, 1997. "On the Role of Weight Restrictions in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 8(2), pages 215-230, May.
    31. 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.
    32. W.G. Waters II & John Street, 1998. "Monitoring the Performance of Government Trading Enterprises," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 31(4), pages 357-371, December.
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    Cited by:

    1. Sufian, Fadzlan, 2011. "Banks total factor productivity change in a developing economy: Does ownership and origins matter?," Journal of Asian Economics, Elsevier, vol. 22(1), pages 84-98, February.
    2. González, Eduardo & Cárcaba, Ana, 2001. "A Resource-Based Interpretation of Technical Efficiency Indexes," Efficiency Series Papers 2001/03, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    3. J. Colin Glass & Gillian McCallion & Donal McKillop & Syamarlah Rasaratnam & Karl Stringer, 2009. "Best-practice benchmarking in UK higher education: new nonparametric approaches using financial ratios and profit efficiency methodologies," Applied Economics, Taylor & Francis Journals, vol. 41(2), pages 249-267.
    4. David Hadley & Xavier Irz, 2008. "Productivity and farm profit - a microeconomic analysis of the cereal sector in England and Wales," Applied Economics, Taylor & Francis Journals, vol. 40(5), pages 613-624.

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