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Proactive Customer Education, Customer Retention, and Demand for Technology Support: Evidence from a Field Experiment

机译:主动的客户培训,客户保留和对技术支持的需求:来自现场实验的证据

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摘要

Do service provider efforts to educate customers influence customer outcomes? We analyze the outcome of a field experiment executed by a major public cloud infrastructure services provider in 2011. Out of 2,673 customers who adopted the service during the experiment, 366 received a service intervention: an engagement through which the provider offered initial guidance on how to use basic features of the service. Before execution, it was unclear if this proactive customer education would have positive or negative effects on customer retention and demand for technology support. We show the treatment reduces by half the number of customers who churn from the service during the first week. Further, treated customers ask 19.55% fewer questions during the first week of their tenure than the controls. Although the treatment's effects decay within one week, we show that such proactive customer education can have significant economic benefits for the provider. In particular, we find that treated customers increase their accumulated usage of the service by 46.57% in the eight months after sign-up. Finally, we provide evidence that the effects of the treatment are strongest among customers who have less experience with the provider.
机译:服务提供商教育客户的努力会影响客户的结果吗?我们分析了一家主要的公共云基础设施服务提供商在2011年执行的现场实验的结果。在实验过程中采用该服务的2673位客户中,有366位接受了服务干预:通过这种参与,提供商可以提供有关如何使用服务的基本功能。在执行之前,尚不清楚这种主动的客户培训会对客户保留率和技术支持需求产生正面还是负面影响。我们显示,这种治疗方式将在第一周内将因该服务而流失的客户数量减少了一半。此外,在任职的第一周内,经过处理的客户提出的问题要比对照组少19.55%。尽管这种疗法的效果在一周之内就会减弱,但我们证明,这种积极的客户培训可以为服务提供者带来巨大的经济利益。特别是,我们发现,经过处理的客户在注册后的八个月内将其服务的累积使用量提高了46.57%。最后,我们提供的证据表明,在与医疗服务提供者经验较少的客户中,治疗效果最强。

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