Self-regulation of resources in higher education

Sebastian Trentepohl, Julia Waldeyer, J. Fleischer, Julian Roelle, D. Leutner, Joachim Wirth
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Abstract

Abstract: Resource-management learning strategies are particularly important for performance in higher education. Despite this consideration, the current state of research still lacks evidence on the precise interplay of the different learning process components that affect academic performance. The aim of the present study was to test a mediation model derived from process theories of self-regulated learning, in which students' knowledge about resource-management strategies impacts their academic performance via its behavioural manifestations. N = 106 university students took part in an online course over the period of one semester. Students' resource-management strategy knowledge was assessed at the beginning of the semester, and their use of resource-management strategies was observed via log data of their learning behaviour during the semester while learning through the online course. Academic performance was assessed on the basis of an exam at the end of the semester. The mediation model was tested for three different resource-management strategies: time management, effort regulation, and help seeking. There was a significant indirect effect of strategy knowledge via strategy use on academic performance for all learning strategies considered. We conclude that students' strategic learning behaviour is an indispensable link in the relationship between their strategy knowledge and academic performance, and discuss implications for research and training practice.
高等教育资源的自我调节
摘要:资源管理学习策略对高等教育中的学习成绩尤为重要。尽管如此,目前的研究仍然缺乏证据来证明影响学习成绩的不同学习过程成分之间的确切相互作用。本研究的目的是检验从自我调节学习的过程理论中得出的中介模型,即学生对资源管理策略的了解通过其行为表现影响其学习成绩。共有 106 名大学生参加了为期一个学期的在线课程。在学期开始时对学生的资源管理策略知识进行了评估,并通过他们在学期中通过在线课程学习时的学习行为日志数据对他们使用资源管理策略的情况进行了观察。学业成绩根据学期末的考试进行评估。针对三种不同的资源管理策略:时间管理、努力调节和寻求帮助,对中介模型进行了检验。在所考虑的所有学习策略中,策略知识通过策略使用对学习成绩都有明显的间接影响。我们的结论是,学生的策略学习行为是策略知识与学业成绩之间关系中不可或缺的一环,并讨论了对研究和培训实践的启示。
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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