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The Learning Curve of IT Knowledge Workers in a Computing Call Center

机译:计算呼叫中心中IT知识工作者的学习曲线

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摘要

We analyze learning and knowledge transfer in a computing call center. The information technology (IT) technical services provided by call centers are characterized by constant changes in relevant knowledge and a wide variety of support requests. Under this IT problem-solving context, we analyze the learning curve relationship between problem-solving experience and performance enhancement. Based on data collected from a university computing call center consisting of different types of consultants, our empirical findings indicate that (a) the learning effect-as measured by the reduction of average resolution time-occurs with experience, (b) knowledge transfer within a group occurs among lower-level consultants utilizing application-level knowledge (as opposed to technical-level knowledge), and (c) knowledge transfers across IT problem types. These estimates of learning and knowledge transfer contribute to the development of an empirically grounded understanding of IT knowledge workers' learning behavior. The results also have implications for operational decisions about the staffing and problem-solving strategy of call centers.
机译:我们在计算机呼叫中心分析学习和知识转移。呼叫中心提供的信息技术(IT)技术服务的特征在于相关知识的不断变化和各种各样的支持请求。在这种IT问题解决环境下,我们分析了问题解决经验与性能增强之间的学习曲线关系。根据从由不同类型的顾问组成的大学计算呼叫中心收集的数据,我们的经验发现表明(a)学习效果-通过平均解决时间的减少来衡量-随经验而发生;(b)知识在内部的转移小组发生在利用应用程序级知识(而不是技术级知识)的低级顾问中,以及(c)跨IT问题类型的知识转移。这些对学习和知识转移的估计有助于对IT知识工作者的学习行为进行基于经验的理解。结果还对有关呼叫中心的人员配备和问题解决策略的运营决策产生影响。

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