Enhancing cognitive abilities through the POE teaching strategy in a virtual learning environment

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-10-09 DOI:10.1016/j.cogsys.2024.101295
Ancheng Jiang , Gaofeng Li
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Abstract

With the introduction of information technology into education, the educational environment has undergone qualitative changes, that is, from a real learning environment to a digital learning environment. In a virtual learning environment (VLE), learners not only perceive themselves in new ways but also construct themselves in new ways. However, the POE (Prediction-Observation-Explanation) teaching strategy includes prediction, observation, and explanation. At the entry point of the learning strategy, the effective interaction between teachers and students can promote the development of cognitive ability. Therefore, this paper analyzed the perceptual entropy and matching degree through the radar target tracking algorithm, aiming at analyzing the current situation of the classroom and the advantages of POE teaching strategies. The findings of the study indicate that the POE teaching strategy greatly enhances students’ cognitive ability by teaching through prediction, observation, and interpretation. The research offers a novel contribution to the field of POE teaching strategy under a virtual cultural learning environment by expanding the comprehensive benefits of its students’ cognitive ability cultivation, exploring its impact on students’ academic performance, and offering practical recommendations for its implementation in the learning environment. The research demonstrates that POE strategies have positive effects on students’ academic performance and attitudes toward physics. Under the radar target tracking algorithm, the model matching degree and simplified entropy of the POE teaching strategy were both increasing. The mean of the model fit was 0.61, which was 0.40 higher than that of the first day, and the mean of the simplified entropy was 0.38, which was 0.12 higher than that of the first day. Finally, the cognitive ability and cognitive regulation ability of students under the POE teaching strategy were higher than those of the traditional teaching strategy. Compared with the traditional teaching strategy, cognitive ability was 9% higher, and cognitive regulation ability was 6% higher.
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通过虚拟学习环境中的 POE 教学策略提高认知能力
随着信息技术引入教育领域,教育环境发生了质的变化,即从真实学习环境转变为数字学习环境。在虚拟学习环境(VLE)中,学习者不仅以新的方式感知自我,而且以新的方式建构自我。然而,POE(预测-观察-解释)教学策略包括预测、观察和解释。在学习策略的切入点上,师生之间的有效互动能促进学生认知能力的发展。因此,本文通过雷达目标跟踪算法分析了感知熵和匹配度,旨在分析课堂现状和 POE 教学策略的优势。研究结果表明,POE教学策略通过预测、观察和解释进行教学,大大提高了学生的认知能力。该研究拓展了虚拟文化学习环境下 POE 教学策略对学生认知能力培养的综合效益,探讨了其对学生学业成绩的影响,并为其在学习环境中的实施提供了切实可行的建议,为虚拟文化学习环境下的 POE 教学策略领域做出了新的贡献。研究表明,POE 策略对学生的学习成绩和物理学习态度有积极影响。在雷达目标跟踪算法下,POE 教学策略的模型匹配度和简化熵均呈上升趋势。模型拟合度的平均值为 0.61,比第一天提高了 0.40;简化熵的平均值为 0.38,比第一天提高了 0.12。最后,POE 教学策略下学生的认知能力和认知调节能力均高于传统教学策略。与传统教学策略相比,认知能力提高了 9%,认知调节能力提高了 6%。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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