我重要吗?:个体差异对培训过程的影响

Saurabh Gupta, R. Bostrom, R. Anson
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引用次数: 9

摘要

组织对培训和学习技术的投资不断增加,这凸显了研究人员理解和调查技术中介学习(TML)的根本重要性。目前,针对信息系统专业人员和最终用户的大量信息系统(IS)培训都包含TML组件。随着TML的不断发展和信息技术的进步,未来基于TML的IS培训可能会增加。技术的进步为提供大规模培训和个性化学习创造了机会。为了促进对这一领域的理解,本研究分析了TML环境中个体差异对终端用户培训(EUT)的影响。利用自适应结构理论(AST),将学习过程建模为对训练方法的占用。个体差异或内部结构被认为对训练结果有显著的直接影响,并影响学习/训练方法占用的忠实程度,从而对学习结果有重要的间接影响。在本研究中,在实验室实验中研究了多个体差异。采用扫描电镜对数据进行分析。这项研究的结果为信息系统和教育领域的研究人员更好地设计和开发培训方法和技术工具提供了一个工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Do I matter?: the impact of individual differences on training process
The increasing investment in technology for training and learning in organizations underscores the fundamental importance for researchers to understand and investigate technology-mediated learning (TML). Currently, a great deal of Information Systems (IS) training for both IS professionals and end-users has a TML component. With the continuing growth of TML and advances in information technology, there will be a likely increate in TML-based IS training in the future. Advances in technology have created opportunities to deliver mass training as well as to personalize learning. To facilitate understanding in this area, this research analyzes the impact of individual differences on end-user training (EUT) in a TML environment. Using Adaptive Structuration Theory (AST), the learning process is modeled as the appropriation of a training method. Individual differences, or internal structures, are argued to have a significant direct effect on training outcomes and to impact the level of faithfulness of appropriation of learning/training method, thus, having an important indirect effect on learning outcomes. In this study, multiple individual differences were investigated in a laboratory experiment. Data was analyzed using SEM. The results of the study provide a vehicle for researchers, both in IS and Education, to better design and develop training methods and technology tools.
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