University of Augsburg, Universitätsstr. 10, 86135, Augsburg, Germany.
University of Mannheim, A 5, 6, 68159, Mannheim, Germany.
Sci Rep. 2024 Jul 15;14(1):16295. doi: 10.1038/s41598-024-66069-y.
Digital technology is considered to have great potential to promote learning in higher education. In line with the Interactive, Constructive, Active, Passive (ICAP) framework, this seems to be particularly true when instructors stimulate high-quality learning activities such as constructive and interactive learning activities instead of active and passive learning activities. Against the background of a lack of empirical studies in authentic, technology-enhanced instructional settings, we investigated the cognitive and affective-motivational effects of these learning activity modes in technology-enhanced higher education courses. To this end, we used 3.820 student assessments regarding 170 course sessions for which the teachers stated the learning activities students were engaged in. Results of multilevel structural equation modelling highlight the importance of technology-enhanced interactive learning activities for students' perception of learning and the potential negative consequences of passive learning activities for affective-motivational outcomes. However, the superiority of constructive and interactive learning activities compared to passive and active learning activities for cognitive and affective-motivational outcomes was not supported by the findings. Instead, the findings point to potential differential effects of the individual learning activities within one activity mode. Future research should follow up on these effects to gain a more fine-grained understanding of how technology-enhanced learning activities can be optimized to enhance students' learning outcomes.
数字技术被认为具有很大的潜力,可以促进高等教育的学习。根据互动式、建构式、主动式、被动式(ICAP)框架,当教师激发高质量的学习活动,如建构式和互动式学习活动,而不是主动式和被动式学习活动时,这种潜力似乎尤其明显。在缺乏真实、技术增强型教学环境中实证研究的背景下,我们研究了这些学习活动模式在技术增强型高等教育课程中的认知和情感-动机影响。为此,我们使用了 3820 名学生对 170 个课程的评估,教师在这些课程中报告了学生参与的学习活动。多层次结构方程模型的结果强调了技术增强型互动学习活动对学生学习感知的重要性,以及被动学习活动对情感-动机结果的潜在负面影响。然而,研究结果并没有支持建构式和互动式学习活动在认知和情感-动机结果方面优于被动式和主动式学习活动。相反,研究结果指出了同一活动模式中各个学习活动的潜在差异效应。未来的研究应该关注这些效应,以更深入地了解如何优化技术增强型学习活动,以提高学生的学习成果。