This study aims to investigate the impact of learning experience on achievement and metacognition, as well as the structural relationship among the alpha generation who participated in deep learning-based physical activities. The purpose of this study...
This study aims to investigate the impact of learning experience on achievement and metacognition, as well as the structural relationship among the alpha generation who participated in deep learning-based physical activities. The purpose of this study was to analyse the structural relationship among learning experience, achievement, and metacognition in alpha generation participating deep learning-based physical activities. Based on deep learning, flying disc, ball throwing, and passing movements were selected as target physical activities. Two physical education teachers modeled each activity using Teachable Machine over three days. Afterwards, during regular physical education classes and after-school sessions, learners' performances of flying disc, ball throwing, and passing movements were analyzed and feedback was provided through Teachable Machine. 350 questionnaires were distributed. To prevent incomplete or incorrect answers, teachers paraphrased the questionnaires into easier words, and enough explanation and modeling were provided. Total 350 answers were considered to be effective samples. SPSS Window Version 28.0 was used to analyze statistical data. Frequency analysis and correlation analysis were conducted. To test the hypothesis, AMOS 28.0 was used for confirmatory factor analysis and structural equation model analysis. The results are as follows; First, the alpha generation’s learning experience in deep learning-based physical activities has a meaningful influence on the achievement they have. Second, the alpha generation’s achievement in deep learning-based physical activities has a meaningful effect on the metacognition they have. Third, the alpha generation’s learning experience in deep learning-based physical activities also affects meaningfully on their metacognition. Collectively, this study confirms deep learning-based physical activities can be beneficial for alpha generation, since they improve achievement, and metacognition of alpha generation.