An exercise in institutional reflection: the learning analytics readiness instrument (LARI)

Kimberly E. Arnold, Steven Lonn, M. Pistilli
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引用次数: 57

Abstract

While the landscape of learning analytics is relatively well defined, the extent to which institutions are ready to embark on an analytics implementation is less known. Further, while work has been done on measuring the maturity of an institution's implementation, this work fails to investigate how an institution that has not implemented analytics to date might become mature over time. To that end, the authors developed and piloted a survey, the Learning Analytics Readiness Instrument (LARI), in an attempt to help institutions successfully prepare themselves for a successfully analytics implementation. The LARI is comprised of 90 items encompassing five factors related to a learning analytics implementation: (1) Ability, (2) Data, (3) Culture and Process, (4) Governance and Infrastructure, and, (5) Overall Readiness Perception. Each of the five factors has a high internal consistency, as does the overall tool. This paper discusses the need for a survey such as the LARI, the tool's psychometric properties, the authors' broad interpretations of the findings, and next steps for the LARI and the research in this field.
制度反思的实践:学习分析准备工具(LARI)
虽然学习分析的前景相对明确,但机构准备着手实施分析的程度却鲜为人知。此外,虽然已经完成了测量机构实现的成熟度的工作,但这项工作未能调查到目前为止尚未实现分析的机构如何随着时间的推移而变得成熟。为此,作者开发并试行了一项调查,即学习分析准备工具(LARI),试图帮助机构成功地为成功的分析实施做好准备。LARI由90个项目组成,其中包括与学习分析实施相关的五个因素:(1)能力,(2)数据,(3)文化和过程,(4)治理和基础设施,以及(5)总体准备感知。这五个因素中的每一个都具有高度的内部一致性,整体工具也是如此。本文讨论了LARI调查的必要性,LARI工具的心理测量特性,作者对调查结果的广泛解释,以及LARI和该领域研究的下一步。
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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