Affiliation:
1. 1 The Dongguan Open University , Dongguan, Guangdong, 523000 , China .
Abstract
Abstract
In this paper, firstly, the process of building a statistical analysis model is studied in detail, the process of calculating the structural equation is described, and the structural equation algorithm is improved. A correlation model was created based on three dimensions: cognitive involvement, behavioral involvement, and affective involvement. After analyzing the model’s reliability and validity, it was modified to examine the correlation between learning engagement and effectiveness. The results showed that the overall effects of behavioral engagement, cognitive engagement, and affective engagement on key competencies were 0.978, 0.769, and -0.819, and the overall effects of behavioral engagement, cognitive engagement, and affective engagement on basic knowledge were 0.668, -0.569, and 0.586. The correlation between learning engagement and learning effectiveness was significant. This paper’s study has significant implications for educational reform in colleges and universities and for students to enhance their learning effectiveness.
Subject
Applied Mathematics,Engineering (miscellaneous),Modeling and Simulation,General Computer Science
Reference19 articles.
1. Long, Y., & Aleven, V. (2017). Enhancing learning outcomes through self-regulated learning support with an open learner model. User Modeling and User-Adapted Interaction, 27(1), 55-88.
2. Fleagle, T. R., Borcherding, N. C., Harris, J., & Hoffmann, D. S. (2018). Application of flipped classroom pedagogy to the human gross anatomy laboratory: student preferences and learning outcomes. Anatomical Sciences Education.
3. Payne, P., Lele, O., Johnson, B., & Holve, E. (2017). Enabling open science for health research: collaborative informatics environment for learning on health outcomes (cielo). Journal of Medical Internet Research, 19(7), e276.
4. Xing, X., & Saghaian, S. (2022). Learning outcomes of a hybrid online virtual classroom and in-person traditional classroom during the covid-19 pandemic. Sustainability, 14.
5. Nicolas, P., Katie, T., Julie, M., Vincent, B., Franoise, J., & Ghelfenstein-Ferreira, Théo, et al. (2023). Using gamification to improve engagement and learning outcomes in medical microbiology: the case study of ‘bacteriagame’. FEMS Microbiology Letters.