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Mix Stickiness Under Asymmetric Cost Information

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  • Rick Antle

    (Yale School of Management, Yale University, New Haven, Connecticut 06520)

  • Peter Bogetoft

    (Department of Economics, Copenhagen Business School, 2000 Frederiksberg, Denmark)

Abstract

In most organizations, the agent has superior information about the relative costs of different products or activities. This handicaps the principal when the principal seeks to adjust the product mix. Our main conceptual finding is that there is “mix stickiness.” The agent’s superior information about the relative costs of different products or activities leads to an advantage for the status quo; that is, there is inertia (or stickiness) in the mix of products or activities pursued. The historical mix has an advantage because the asymmetric information about relative costs has less of an impact when the mix does not change. If the mix changes, the producer can extract information rents by claiming high costs on the least reduced or most expanded products. Only in the case of larger shifts in the environment will the mix change. Changing the mix comes with the advantage of making rationing cheaper. Our analysis gives new insight into several business practices. It suggests, for example, that for moderate downsizing, a reinforcement approach of proportionally cutting all activities (lawn mowing) is optimal. When more dramatic downsizing is called for, a reorientation approach of eliminating certain activities (divesting) is optimal. It also suggests that outsourcing may come at the cost of reduced adaptability, and it may help explain why most, if not all, healthcare systems struggle to control cost. This paper was accepted by Rajgopal Shiva, accounting.

Suggested Citation

  • Rick Antle & Peter Bogetoft, 2019. "Mix Stickiness Under Asymmetric Cost Information," Management Science, INFORMS, vol. 67(6), pages 2787-2812, June.
  • Handle: RePEc:inm:ormnsc:v:65:y:2019:i:6:p:2787-2812
    DOI: 10.1287/mnsc.2018.3077
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    References listed on IDEAS

    as
    1. Jean Tirole, 2016. "From Bottom of the Barrel to Cream of the Crop: Sequential Screening With Positive Selection," Econometrica, Econometric Society, vol. 84(4), pages 1291-1343, July.
    2. Laffont, Jean-Jacques & Tirole, Jean, 1986. "Using Cost Observation to Regulate Firms," Journal of Political Economy, University of Chicago Press, vol. 94(3), pages 614-641, June.
    3. Myerson, Roger B, 1979. "Incentive Compatibility and the Bargaining Problem," Econometrica, Econometric Society, vol. 47(1), pages 61-73, January.
    4. Holmstrom, Bengt & Milgrom, Paul, 1991. "Multitask Principal-Agent Analyses: Incentive Contracts, Asset Ownership, and Job Design," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 7(0), pages 24-52, Special I.
    5. William P. Rogerson, 1994. "Economic Incentives and the Defense Procurement Process," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 65-90, Fall.
    6. Mussa, Michael & Rosen, Sherwin, 1978. "Monopoly and product quality," Journal of Economic Theory, Elsevier, vol. 18(2), pages 301-317, August.
    7. 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.
    8. William P. Rogerson, 2003. "Simple Menus of Contracts in Cost-Based Procurement and Regulation," American Economic Review, American Economic Association, vol. 93(3), pages 919-926, June.
    9. Peter Bogetoft, 2000. "DEA and Activity Planning under Asymmetric Information," Journal of Productivity Analysis, Springer, vol. 13(1), pages 7-48, January.
    10. Armstrong, Mark, 1996. "Multiproduct Nonlinear Pricing," Econometrica, Econometric Society, vol. 64(1), pages 51-75, January.
    11. Banker, Rajiv D., 1980. "A game theoretic approach to measuring efficiency," European Journal of Operational Research, Elsevier, vol. 5(4), pages 262-266, October.
    12. William Marty Martin & Audrey C. Davis, 2013. "Alternatives to Downsizing: An Organizational Innovation Approach," International Journal of Business and Social Research, LAR Center Press, vol. 3(7), pages 19-27, July.
    13. Jean-Charles Rochet & Philippe Chone, 1998. "Ironing, Sweeping, and Multidimensional Screening," Econometrica, Econometric Society, vol. 66(4), pages 783-826, July.
    14. George B. Dantzig & Philip Wolfe, 1960. "Decomposition Principle for Linear Programs," Operations Research, INFORMS, vol. 8(1), pages 101-111, February.
    15. Banker, R. D. & Charnes, A. & Cooper, W. W. & Clarke, R., 1989. "Constrained game formulations and interpretations for data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 40(3), pages 299-308, June.
    16. Peter Bogetoft, 1997. "DEA-based yardstick competition: The optimality of best practice regulation," Annals of Operations Research, Springer, vol. 73(0), pages 277-298, October.
    17. Rick Antle & John Fellingham, 1997. "Models of Capital Investments with Private Information and Incentives: a Selective Review," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(7‐8), pages 887-908, September.
    18. William Marty Martin & Audrey C. Davis, 2013. "Alternatives to Downsizing: An Organizational Innovation Approach," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 3(7), pages 19-27, July.
    19. Rick Antle & John Fellingham, 1997. "Models of Capital Investments with Private Information and Incentives: a Selective Review," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 24(7&8), pages 887-908.
    20. Sarah J. Freeman & Kim S. Cameron, 1993. "Organizational Downsizing: A Convergence and Reorientation Framework," Organization Science, INFORMS, vol. 4(1), pages 10-29, February.
    21. Rick Antle & Gary D. Eppen, 1985. "Capital Rationing and Organizational Slack in Capital Budgeting," Management Science, INFORMS, vol. 31(2), pages 163-174, February.
    22. Peter Bogetoft & Lars Otto, 2011. "Benchmarking with DEA, SFA, and R," International Series in Operations Research and Management Science, Springer, number 978-1-4419-7961-2, December.
    23. Charnes, A. & Cooper, W. W. & Rhodes, E., 1979. "Measuring the efficiency of decision-making units," European Journal of Operational Research, Elsevier, vol. 3(4), pages 339-338, July.
    24. Harris, Milton & Raviv, Artur, 1996. "The Capital Budgeting Process: Incentives and Information," Journal of Finance, American Finance Association, vol. 51(4), pages 1139-1174, September.
    25. McAfee, R. Preston & McMillan, John, 1988. "Multidimensional incentive compatibility and mechanism design," Journal of Economic Theory, Elsevier, vol. 46(2), pages 335-354, December.
    26. Rick Antle & Peter Bogetoft & Andrew W. Stark, 1999. "Selection from Many Investments with Managerial Private Information," Contemporary Accounting Research, John Wiley & Sons, vol. 16(3), pages 397-418, September.
    27. Sappington, David, 1983. "Limited liability contracts between principal and agent," Journal of Economic Theory, Elsevier, vol. 29(1), pages 1-21, February.
    28. Armstrong, Mark & Rochet, Jean-Charles, 1999. "Multi-dimensional screening:: A user's guide," European Economic Review, Elsevier, vol. 43(4-6), pages 959-979, April.
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