Keywords
Learning engagement
Online learning
Mediating role
Effort
Submitted : 2024-09-22
Accepted : 2024-10-07
Published : 2024-10-22
Abstract
The shift towards online intelligent learning has become the norm in education and is now a fundamental part of modern educational activities. However, this new model can influence students’ learning behavior and lead to changes in their approach to learning. Based on online intelligent learning, we investigated how the academic self-efficacy of nursing students affects their engagement with learning and explored the role of academic attribution as a mediator. Five hundred fifty-three nursing college students from Hebei and Hunan provinces in China participated in the online questionnaire. The results revealed that effort plays a mediating role in the relationship between academic self-efficacy and learning engagement.
References
Yang J, Sun Y, Lin R, et al., 2024, Strategic Framework and Global Trends of National Smart Education Policies. Humanities and Social Sciences Communications, (11): 1183.
Li D, Sun Q, Feng Y, 2024, Exploring an Online Learning Burnout Assessment Model Based on Learning Behavior Data. Current Psychology, (36): 29108–29121.
Hernandez-Mariano JA, Hurtado-Salgado E, Velazquez-Nunez MDC, et al., 2024, Prevalence of Academic Burnout Among Nursing Students: A Systematic Review and Meta-Analysis. Journal of Nursing Education, 63(8): 533–539.
Madigan DJ, Curran T, 2021, Does Burnout Affect Academic Achievement? A Meta-Analysis of Over 100,000 Students. Educational Psychology Review, 33(2): 387–405.
Ash C, Smith J, McCartney M, 2020, At the Center of Engagement and Learning. Science (American Association for the Advancement of Science), 368(6487): 150–157.
Kelly S, Duffy MB, Ruiz P, 2021, Experiential Learning for Undergraduate Nursing Students: Engagement with a University Health Center. J Nurs Educ, 60(5): 289–292.
Lei H, Chen C, Luo L, 2024, The Examination of the Relationship Between Learning Motivation and Learning Effectiveness: A Mediation Model of Learning Engagement. Humanities and Social Sciences Communications, (11): 137.
Li C, Weng X, Li Y, et al., 2024, Multimodal Learning Engagement Assessment System: An Innovative Approach to Optimizing Learning Engagement. International Journal of Human-Computer Interaction, (2024): 1–17.
Zhang X, Chen Y, Li B, et al., 2024, The Association Between School Educational Atmosphere, Learning Engagement, and Professional Commitment of Nursing Students, and Learning Engagement as the Mediator. Nurse Education Today, (139): 106223.
Wang W, Wang X, Li S, et al., 2024, The Relationship Between Emotional Interaction and Learning Engagement in Online Collaborative Learning: Moderated Mediating Effect. Psychology in the Schools, 61(4): 23125.
An D, Ye C, Liu S, 2024, The Influence of Metacognition on Learning Engagement the Mediating Effect of Learning Strategy and Learning Behavior. Current Psychology, (2024). https://doi.org/10.1007/s12144-024-06400-y
Bulfone G, Badolamenti S, Biagioli V, et al., 2021, Nursing Students’ Academic Self-Efficacy: A Longitudinal Analysis of Academic Self-Efficacy Changes and Predictive Variables Over Time. Journal of Advanced Nursing, 77(5): 2353–2362.
Honicke T, Broadbent J, 2016, The Influence of Academic Self-Efficacy on Academic Performance: A Systematic Review. Educational Research Review, (17): 63–84.
Alemayehu L, Chen H, 2021, The Influence of Motivation on Learning Engagement: the Mediating Role of Learning Self-Efficacy and Self-Monitoring in Online Learning Environments. Interactive Learning Environments, (7): 4605–4618.
Meng Q, Zhang Q, 2023, The Influence of Academic Self-Efficacy on University Students’ Academic Performance: The Mediating Effect of Academic Engagement. Sustainability, 15(7): 5767.
Yang B, Tang L, Lv M, et al., 2024, Analyzing the Influencing Factors of Online Studying Engagement of Preparatory International Students: A Case Study of the Science and Technology Chinese Course. Heliyon, 10(11): e31761.
Pintrich PR, de Groot EV, 1990, Motivational and Self-Regulated Learning Components of Classroom Academic Performance. Journal of Educational Psychology, 82(1): 33–40.
Liang Y, 2000, Study on Achievement Goals, Attribution Styles and Academic Self-efficacy of Collage Students, dissertation, Central China Normal University.
Schaufeli WB, Salanova M, Gonzalez-Roma V, et al., 2002, The Measurement of Engagement and Burnout: A Two Sample Confirmatory Factor Analytic Approach. Journal of Happiness Studies, 3(1): 71–92.
Li X, Huang R, 2010, A Revise of the UWES-S of Chinese College Samples. Psychological Research, 3(01): 84–88.
Lefcourt HM, von Baeyer CL, Ware EE, et al., 1979, The Multidimensional-Multiattributional Causality Scale: The Development of a Goal-Specific Locus of Control Scale. Canadian Journal of Behavioural Science, 11(4): 286–304.
Baron RM, Kenny DA, 1986, The Moderator-Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations. Journal of Personality and Social Psychology, 51(6): 1173–1182.
Hu LT, Bentler PM, 1999, Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1): 1–55.
Bandura A, 1977, Self-Efficacy: Toward A Unifying Theory of Behavioral Change. Psychol Rev, 84(2): 191–215.
Shen Y, Feng H, Li X, 2024, Academic Resilience in Nursing Students: A Concept Analysis. BMC Nursing, (23): 466.
Halverson LR, Graham CR, 2019, Learner Engagement in Blended Learning Environments: A Conceptual Framework. Online Learning, 23(2): 145–178.
Ribeiro LMC, Mamede S, de Brito EM, et al., 2019, Effects of Deliberate Reflection on Students’ Engagement in Learning and Learning Outcomes. Medical Education, 53(4): 390–397.
Jin S, Lee J, 2023, The Effect of College Students’ Attribution Type on Academic Self-regulation: Mediating Effects of Self-efficacy. The Journal of Humanities and Social Sciences 21, 14(1): 1497–1507.
Richardson J, Fyans LJ, 1984, Achievement Motivation: Recent Trends in Theory and Research. European Journal of Education, 19(1): 100–102.