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Call Centers with Delay Information: Models and Insights

机译:具有延迟信息的呼叫中心:模型和见解

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In this paper, we analyze a call center with impatient customers. We study how informing customers about their anticipated delays affects performance. Customers react by balking upon hearing the delay announcement and may subsequently renege, particularly if the realized waiting time exceeds the delay that has originally been announced to them. The balking and reneging from such a system are a function of the delay announcement. Modeling the call center as an M/M/s+M queue with endogenized customer reactions to announcements, we analytically characterize performance measures for this model. The analysis allows us to explore the role announcing different percentiles of the waiting time distribution, i.e., announcement coverage, plays on subsequent performance in terms of balking and reneging. Through a numerical study, we explore when informing customers about delays is beneficial and what the optimal coverage should be in these announcements. We show how managers of a call center with delay announcements can control the trade-off between balking and reneging through their choice of announcements to be made.
机译:在本文中,我们分析了客户急躁的呼叫中心。我们研究了如何告知客户其预期的延误会影响性能。客户在听到延迟通知后会做出反应,可能会退缩,随后可能会放弃,特别是如果实际的等待时间超过了最初向他们宣布的延迟时。拒绝和退出此类系统是延迟通知的功能。将呼叫中心建模为M / M / s + M队列,其中具有内生的客户对公告的反应,我们可以分析表征此模型的绩效指标。通过分析,我们可以探索宣布等待时间分布的不同百分位数的角色,即公告覆盖范围,从而在阻止和拒绝方面发挥后续性能。通过数值研究,我们探讨了何时告知客户延误是有益的,以及这些公告中的最佳覆盖范围。我们展示了具有延迟通知的呼叫中心的管理人员如何通过选择要进行的通知来控制停止和拒绝之间的权衡。

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