Skip to main content
Log in

DEA and Activity Planning under Asymmetric Information

  • Published:
Journal of Productivity Analysis Aims and scope Submit manuscript

Abstract

The productivity analysis literature has traditionally focused on the evaluation of past performances. In this paper, we consider the post productivity analysis problem of deciding which production plans to choose in the future given information from a productivity analysis. In particular, we demonstrate that Data Envelopment Analysis (DEA) has an important role to play in the reallocation game following a normal productivity analysis. DEA estimates reduce the information rents an agent can extract by “claiming” high costs for the least reduced or most expanded activity. We also examine how to optimally combine DEA estimates with other information in a planning context, including preference information, ex-ante cost reports and ex-post cost data.

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

  • Agrell, P., P. Bogetoft, and J. Tind. (1999). "Efficiency and Incentives in Regulated Industries: The Case of Electricity Distribution in Scandinavia." W.P., Department of Economics, KVL, Copenhagen.

    Google Scholar 

  • Ali, A.I., W. D. Cook, and L. M. Seiford. (1991). "Strict vs. Weak Ordinal Relations for Multipliers in Data Envelopment Analysis." Management Science 37, 733-738.

    Google Scholar 

  • Antle, R., P. Bogetoft, and A. Stark. (1999). "Selection From Many Investments With Managerial Private Information." Contemporary Accounting Research to appear.

  • Antle, R., and G. D. Eppen. (1985). "Capital Rationing and Organizational Slack in Capital Budgeting." Management Science 31, 163-174.

    Google Scholar 

  • Baiman, S., and J. H. Evans. (1983). "Pre-decision Information and Participative Management Control Systems." Journal of Accounting Research 21, 371-395.

    Google Scholar 

  • Banker, R. D. (1980). "A Game Theoretic Approach to Measuring Efficiency." European Journal of Operational Research 5, 262-268.

    Google Scholar 

  • Banker, R. D. (1984). "Estimating Most Productive Scale Size Using Data Envelopment Analysis." European Journal of Operational Research 17, 35-454.

    Google Scholar 

  • Banker, R. D., A. Charnes, and W. W. Cooper. (1984). "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis." Management Science 30, 1078-1092.

    Google Scholar 

  • Banker, R. D., A. Charnes, W. W. Cooper, and R. Clarke. (1989). "Constrained Game Formulations and Interpretations for Data Envelopment Analysis." European Journal of Operational Research 40, 299-308.

    Google Scholar 

  • Bogetoft, P. (1993). "DEA-Based Yardstick Competition." DASYWorking Paper, Copenhagen Business School, pp. 1-13.

  • Bogetoft, P. (1994a). Non-Cooperative Planning Theory. Springer-Verlag, pp. 1-314.

  • Bogetoft, P. (1994b). "Incentive Efficient Production Frontiers: An Agency Perspective on DEA." Management Science 40, 959-968.

    Google Scholar 

  • Bogetoft, P. (1995a). "Incentives and Productivity Measurements. International Journal of Production Economics 39, 67-81.

    Google Scholar 

  • Bogetoft, P. (1995b). "Multidimensional Activity Planning under Asymmetric Information." Working Paper, Copenhagen Business School.

  • Bogetoft, P. (1996). "DEA on Relaxed Convexity Assumptions." Management Science 42, 457-465.

    Google Scholar 

  • Bogetoft, P. (1997). "DEA-Based Yardstick Competition: The Optimality of Best Practice Regulation." Annals of Operations Research 73, 277-298.

    Google Scholar 

  • Bogetoft, P. (1998). "An Incentive Rationale for Proportional Downsizing (Lawn Mowing)." W.P., Department of Economics, KVL, Copenhagen.

    Google Scholar 

  • Charnes, A., W. W. Cooper, and E. Rhodes. (1978). "Measuring the Efficiency of Decision Making Units." European Journal of Operational Research 2, 429-444.

    Google Scholar 

  • Charnes, A.,W.W. Cooper, and E. Rhodes. (1979). "Short Communication: Measuring the Efficiency of Decision Making Units." European Journal of Operational Research 3, 339.

    Google Scholar 

  • Christensen, J. (1981). "Communication in Agencies." The Bell Journal of Economics 12, 661-674.

    Google Scholar 

  • Christensen, J. (1982). "The Determination of Performance Standards and Participation." Journal of Accounting Research Autumn, 589-603.

  • Crew, M. A., and M. R. Frierman. (1991). "Information Economics and NewForms of Regulation." In M.A. Crew (ed.), Competition and Regulation of Utilities. Kluwer Academic Publishers, pp. 157-172.

  • Dalen, D. M. (1993). "Strategic Responses to Relative Evaluations of Bureaus: Implications for Bureaucratic Slack." Working Paper. Available by writing to D. M. Dalen, Department of Economics, University of Oslo, Box 1095, 0317 Oslo, Norway.

    Google Scholar 

  • Debreu, G. (1951). "The Coefficient of Resource Utilization." Econometrica 19, 273-292.

    Google Scholar 

  • Deprins, D., D. Simar, and H. Tulkens. (1984). "Measuring Labor Efficiency in Post Offices." In M. Marchand, P. Pestieau, and H. Tulkens (eds.), The Performance of Public Enterprises: Concepts and Measurements. North Holland, pp. 243-267.

  • Einhorn, M. A. (1991). Price Caps and Incentive Regulation in Telecommunications. Kluwer Academic Publishers.

  • Farrell, M. J. (1957). "The Measurement of Productive Efficiency." Journal of the Royal Statistical Society Series A, III, 253-290.

    Google Scholar 

  • Grasto, K. (1997). "Incentive-based regulation of Electricity Monopolies in Norway-Background, Principles and Di-rectives, Implementation and Control System." Publication 23/1997, Norweigian Water Resources and Energy Administration, POB 5091, 0301 Oslo, Norway. Also from www.nve.no.

    Google Scholar 

  • Golany, B. (1988a). "A Note on Including Ordinal Relations Among Multipliers in Data Envelopment Analysis." Management Science 34, 1029-1033.

    Google Scholar 

  • Harris, M., and R. M. Townsend. (1981). "Resource Allocation under Asymmetric Information." Econometrica 49, 231-259.

    Google Scholar 

  • Hart, O. D., and B. Holmstrom. (1987). "The Theory of Contracts." In T. F. Bewley (ed.), Economic Theory-Fifth World Congress. Cambridge University Press, pp. 71-155.

  • Holmstrom, B. (1979). "Moral Hazard and Observability." The Bell Journal of Economics 10, 74-91.

    Google Scholar 

  • Holmstrom, B., and P. Milgrom. (1991). "Multitask Principal-Agent Analyses: Incentives, Contracts, Asset Ownership and Job Design." Journal of Law, Economics and Organization 7.

  • Halme, M., T. Joro, P. Korhonen, S. Salo and J. Wallenius. (1999). "A Value Efficiency Approach to Incorporating Preference Information in Data Envelopment Analysis." Management Science 45(1), 103-115.

    Google Scholar 

  • Kirby, A., S. Reichelstein, P. Sen, and T. Y. Paik. (1991). "Participation, Slack, and Budget-Based Performance Evaluation." Journal of Accounting Research 109-127.

  • Koopmans, T. C. (1951). "Analysis of Production as an Efficient Combination of Activities." In T. C. Koopmans (ed.), Activity Analysis of Production and Allocation. New York: Wiley.

    Google Scholar 

  • Laffont, J. J. (1994). "The New Economics of Regulation Ten Years After." Econometrica 62, 507-537.

    Google Scholar 

  • Laffont, J-J., and J. Tirole. (1993). A Theory of Incentives in Procurement and Regulation. MIT Press.

  • McAfee, R. P., and J. McMillan. (1988). "Multidimensional Incentive Compatibility and Mechanism Design." Journal of Economic Theory 46, 335-354.

    Google Scholar 

  • Melumad, N. D., and S. Reichelstein. (1989). "Value of Communication in Agencies." Journal of Economic Theory 47, 334-368.

    Google Scholar 

  • Mitchell, B. M., and I. Vogelsang. (1991). Telecommunication Pricing: Theory and Practice. Cambridge University Press.

  • Myerson, R. B. (1979). "Incentive Compatibility and The Bargaining Problem." Econometrica 47, 61-73.

    Google Scholar 

  • Sappington, D. (1983). "Limited Liability Contracts between Principal and Agent." Journal of Economic Theory 29, 1-21.

    Google Scholar 

  • Tulkens, H. (1993). "On FDH Efficiency Analysis: Some Methodological Issues and Applications to Retail Banking, Courts and Urban Transit." Journal of Productivity Analysis 4, 183-210.

    Google Scholar 

  • Wunsch, P. (1994). "Peer Comparison, Regulation and Replicability." Working Paper. Available by writing to P. Wunsch, CORE, Universit´e Catholique de Louvain, Louvain-La-Neuve, B-1348 Belgium, pp. 172-189.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bogetoft, P. DEA and Activity Planning under Asymmetric Information. Journal of Productivity Analysis 13, 7–48 (2000). https://doi.org/10.1023/A:1007812822633

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1007812822633

Keywords

Navigation