排队系统中的合作

Cooperation in Queueing Systems

Management Science · 2024
被引 6
人大 A+FT50UTD24ABS 4*

中文导读

研究了单队列系统中,当服务人员可自主选择努力程度时,长期互动如何促进高效合作,以及队列可见性对合作策略的影响。通过实验发现,预期互动时长增加会提高努力水平,而可见性显著影响策略选择。

Abstract

We study a social dilemma in a single-queue system in which human servers have discretion over the effort with which to process orders that arrive stochastically. We show theoretically that the efficient outcome in the form of high effort can be sustained in the subgame-perfect equilibrium if the interactions are long term (even when each server has a short-term incentive to free-ride and provide low effort). In addition, we show that queue visibility plays an important role in the type of strategies that can sustain a high-effort equilibrium. In particular, we show that limiting feedback about the current state of the queue may be beneficial if the expected duration of interaction is long. We conduct two controlled laboratory experiments to test the theoretical predictions and find that effort increases with the expected duration of an interaction. We also find that visibility has a strong impact on the strategies that human subjects use to provide effort in a dynamic setting. We discuss implications for managers and firms that are trying to improve service systems. This paper was accepted by Jayashankar Swaminathan, operations management. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2020.00603 .

排队系统合作努力水平队列可见性