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Dynamic Incentives in Sales Force Compensation

Author

Listed:
  • Olivier Rubel

    (University of California, Davis, Davis, California 95616)

  • Ashutosh Prasad

    (University of Texas at Dallas, Richardson, Texas 75080)

Abstract

To inform the design of sales force compensation plans when carryover effects exist, we propose a dynamic model where these effects, together with present selling efforts, drive sales. Our results show that a salesperson with low risk aversion exerts effort to decrease attrition from existing business, whereas a salesperson with high risk aversion does not. Why? Because carryover increases not only expected sales but also sales uncertainty. Consequently, the manager should incentivize the high risk-aversion salesperson with a concave compensation plan to counterbalance suboptimal customer attrition, and the low risk-aversion salesperson with a convex compensation plan that limits coasting on past efforts. We generalize our results to when the firm employs multiple salespeople, and when advertising and personal selling are budgeted together.

Suggested Citation

  • Olivier Rubel & Ashutosh Prasad, 2016. "Dynamic Incentives in Sales Force Compensation," Marketing Science, INFORMS, vol. 35(4), pages 676-689, July.
    • Handle: RePEc:inm:ormksc:v:35:y:2016:i:4:p:676-689
    DOI: 10.1287/mksc.2015.0953
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    References listed on IDEAS

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    1. Charles A. Beswick, 1977. "Allocating Selling Effort Via Dynamic Programming," Management Science, INFORMS, vol. 23(7), pages 667-678, March.
    2. Amiya K. Basu & Rajiv Lal & V. Srinivasan & Richard Staelin, 1985. "Salesforce Compensation Plans: An Agency Theoretic Perspective," Marketing Science, INFORMS, vol. 4(4), pages 267-291.
    3. HOLMSTROM, Bengt, 1979. "Moral hazard and observability," LIDAM Reprints CORE 379, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    4. Charles S. Tapiero & John U. Farley, 1975. "Optimal Control of Sales Force Effort in Time," Management Science, INFORMS, vol. 21(9), pages 976-985, May.
    5. John R. Hauser & Duncan I. Simester & Birger Wernerfelt, 1994. "Customer Satisfaction Incentives," Marketing Science, INFORMS, vol. 13(4), pages 327-350.
    6. Sönke Albers & Murali Mantrala, 2008. "Models for Sales Management Decisions," International Series in Operations Research & Management Science, in: Berend Wierenga (ed.), Handbook of Marketing Decision Models, chapter 0, pages 163-210, Springer.
    7. Ashwin Aravindakshan & Prasad Naik, 2011. "How does awareness evolve when advertising stops? The role of memory," Marketing Letters, Springer, vol. 22(3), pages 315-326, September.
    8. Yuliy Sannikov, 2008. "A Continuous-Time Version of the Principal-Agent Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 957-984.
    9. Maskin, Eric & Tirole, Jean, 2001. "Markov Perfect Equilibrium: I. Observable Actions," Journal of Economic Theory, Elsevier, vol. 100(2), pages 191-219, October.
    10. Noah Williams, 2011. "Persistent Private Information," Econometrica, Econometric Society, vol. 79(4), pages 1233-1275, July.
    11. Stephen E. Spear & Sanjay Srivastava, 1987. "On Repeated Moral Hazard with Discounting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 54(4), pages 599-617.
    12. Holmstrom, Bengt & Milgrom, Paul, 1987. "Aggregation and Linearity in the Provision of Intertemporal Incentives," Econometrica, Econometric Society, vol. 55(2), pages 303-328, March.
    13. Rajiv Lal & V. Srinivasan, 1993. "Compensation Plans for Single- and Multi-Product Salesforces: An Application of the Holmstrom-Milgrom Model," Management Science, INFORMS, vol. 39(7), pages 777-793, July.
    14. Prabhakant Sinha & Andris A. Zoltners, 2001. "Sales-Force Decision Models: Insights from 25 Years of Implementation," Interfaces, INFORMS, vol. 31(3_supplem), pages 8-44, June.
    15. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
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    Cited by:

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    2. Jian Chen & He Huang & Liming Liu & Hongyan Xu, 2021. "Price Delegation or Not? The Effect of Heterogeneous Sales Agents," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1350-1364, May.
    3. Tinglong Dai & Kinshuk Jerath, 2019. "Salesforce Contracting Under Uncertain Demand and Supply: Double Moral Hazard and Optimality of Smooth Contracts," Marketing Science, INFORMS, vol. 38(5), pages 852-870, September.
    4. Yang, Xiaolin & Gou, Qinglong & Wang, Xin & Zhang, Juzhi, 2022. "Does bonus motivate streamers to perform better? An analysis of compensation mechanisms for live streaming platforms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    5. Valerie Good & Douglas E. Hughes & Hao Wang, 2022. "More than money: establishing the importance of a sense of purpose for salespeople," Journal of the Academy of Marketing Science, Springer, vol. 50(2), pages 272-295, March.
    6. Wang, Charles X. & Qian, Zhuang & Zhao, Yabing, 2018. "Impact of manufacturer and retailer's market pricing power on customer satisfaction incentives in supply chains," International Journal of Production Economics, Elsevier, vol. 205(C), pages 98-112.
    7. Dexiang Yang & Lei Zhang & Ying Wu & Sidai Guo & Hua Zhang & Lijian Xiao, 2018. "A Sustainability Analysis on Retailer’s Sales Effort in A Closed-Loop Supply Chain," Sustainability, MDPI, vol. 11(1), pages 1-20, December.

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