Design, comparison and selection of two competition incentive mechanisms

When facing multiple agent teams, principals often implement competitive mechanisms to mitigate moral hazard. These mechanisms can be categorized as either result-oriented or process-oriented, depending on their operational focus. This paper analyzes the optimal incentive contracts offered by principals to agents under these two competitive modes. Furthermore, to mitigate potential conflicts arising from these mechanisms, the matching of agents with varying abilities is also considered. Our analysis reveals that both competitive modes can effectively incentivize agent effort. However, excessive result-oriented competition can be detrimental to the principal's benefits, suggesting that its intensity should be carefully calibrated. Moreover, when forming agent pairs, a "strong-weak" pairing is preferable to a "strong-strong" pairing, which, in turn, is preferable to a "weak-weak" pairing. Finally, this paper discusses the scope of application for each competition-incentive system. These findings provide a foundation for effectively utilizing competitive mechanisms to enhance the principal's returns.

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Publication Details

Journal
PLoS ONE
Published
2026-04-01
DOI
https://doi.org/10.1371/journal.pone.0345083
Primary Topic
Experimental Behavioral Economics Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Design, comparison and selection of two competition incentive mechanisms

Jingcheng Ye, Huan Wang, Dahai Li
PLoS ONE
Experimental Behavioral Economics Studies
article

Design, comparison and selection of two competition incentive mechanisms

Jingcheng Ye, Huan Wang, Dahai Li
article en

Abstract

When facing multiple agent teams, principals often implement competitive mechanisms to mitigate moral hazard. These mechanisms can be categorized as either result-oriented or process-oriented, depending on their operational focus. This paper analyzes the optimal incentive contracts offered by principals to agents under these two competitive modes. Furthermore, to mitigate potential conflicts arising from these mechanisms, the matching of agents with varying abilities is also considered. Our analysis reveals that both competitive modes can effectively incentivize agent effort. However, excessive result-oriented competition can be detrimental to the principal's benefits, suggesting that its intensity should be carefully calibrated. Moreover, when forming agent pairs, a "strong-weak" pairing is preferable to a "strong-strong" pairing, which, in turn, is preferable to a "weak-weak" pairing. Finally, this paper discusses the scope of application for each competition-incentive system. These findings provide a foundation for effectively utilizing competitive mechanisms to enhance the principal's returns.

PLoS ONEVol. 21(4)
Anhui University (CN), Hengyang Normal University (CN), Hefei University of Technology (CN), Shanghai University of Finance and Economics (CN), Changzhou University (CN)
National Natural Science Foundation of China, Scientific Research Foundation of Education Department of Anhui Province of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 34%
Experimental Behavioral Economics Studies
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Design, comparison and selection of two competition incentive mechanisms — Jingcheng Ye, Huan Wang, et al. · PLoS ONE (2026) | TGRS Research Map | TGRS