A Theoretical Classification of Organizational Success Factors for Workplace Learning Analytics

A. Whale, B. Scholtz
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Abstract

When training is conducted in the workplace and data are stored based on training interactions, the data often remain unexploited. These data need to be analyzed, visualized and interpreted by various stakeholders to make better business decisions, which can be achieved by Workplace Learning Analytics (WLA). However, it is not clear what factors influence the success of WLA projects. There is a noticeable gap in WLA research, specifically for success factors of WLA. This paper reports on a Systematic Literature Review that was conducted to identify key organizational success factors that can be used to plan and measure the success of WLA. The findings show that stakeholder commitment and strategy alignment; data, information and knowledge quality; and skills are three of the most highly cited organizational success factors for WLA. The contribution of the paper is the set of success factors classified according to the constructs of the DeLone & McLean Information Systems (IS) Success Model. This classification assisted with understanding the factors and their relationship with the success of WLA, which is one type of IS. The comprehensive set of nine organizational success factors can be used by companies in the workplace to plan and/or measure the success of WLA.
职场学习分析中组织成功因素的理论分类
当在工作场所进行培训并根据培训交互存储数据时,数据通常未被利用。这些数据需要由不同的利益相关者进行分析、可视化和解释,以做出更好的业务决策,这可以通过工作场所学习分析(WLA)来实现。然而,目前尚不清楚是什么因素影响了WLA项目的成功。在网络学习方面,特别是在网络学习成功因素方面的研究还存在明显的空白。本文报告了一项系统文献综述,该综述旨在确定可用于计划和衡量WLA成功的关键组织成功因素。研究结果表明:利益相关者承诺与战略一致性;数据、信息和知识质量;和技能是WLA最常被引用的三个组织成功因素。本文的贡献在于根据DeLone & McLean信息系统(is)成功模型的构建分类了一组成功因素。这种分类有助于理解各种因素及其与WLA成功的关系,WLA是is的一种。9个组织成功因素的综合集可以被公司在工作场所用来计划和/或衡量WLA的成功。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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