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Key Determinants of Support Services Demand in Instructional Technology Management

机译:教学技术管理中支持服务需求的关键决定因素

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摘要

This paper investigates the key determinants of the demand for instructional technology support services. To provide insight to the technology managers for better resource planning, we first study key categories of technology support services to predict the frequency of service demand. To this end, we apply an autocorrelated error corrected time-series regression model of support services demand on the various support services. Our research results show the existence of key determinants positively impacting the support services' demand. Results from this research also confirm that service demand foronsite support service is time dependent and as expected exhibit seasonality. These results match the scheduling dynamics ofan academic calendar and illustrate how policymakers can use key determinants of demand to focus attention to high-demandand high-frequency service categories. Understanding the analytics of these key determinants prove advantageous when identifying new best practices for technology managers preparing a policy design to establish efficient technology operations.
机译:本文研究了对教学技术支持服务需求的关键决定因素。为了向技术经理提供见解,以进行更好的资源规划,我们首先研究技术支持服务的关键类别,以预测服务需求的频率。为此,我们对各种支持服务应用了支持服务需求的自相关的误差校正时间序列回归模型。我们的研究结果表明,关键决定因素的存在对支持服务的需求产生了积极影响。这项研究的结果还证实,现场支持服务的服务需求是时间依赖性的,并且表现出预期的季节性。这些结果与学术日历的日程安排动态相吻合,说明决策者如何使用需求的关键决定因素将注意力集中在高需求和高频服务类别上。在为技术经理确定新的最佳实践以准备建立有效的技术运营的策略设计时,了解这些关键决定因素的分析将证明是有利的。

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