学业韧性如何影响EFL学习投入?一项16周潜变量增长曲线模型分析
Academic buoyancy and engagement in EFL learning: a latent growth curve modeling analysis of their dynamic relationship
一项基于资源守恒理论的16周纵向研究,采用潜变量增长曲线模型(LGCM)追踪中国大学EFL学习者的学业韧性与学习投入。结果显示两者在学期内均呈整体上升趋势,且个体在初始水平与增长率上差异显著;学业韧性的初始水平正向关联学习投入的初始水平与增长率,学业韧性的增长与学习投入的增长同步。
ORIGINAL RESEARCH article
Front. Psychol.
Sec. Educational Psychology
Shangqiu University, Shangqiu, China
Abstract
Grounded in the conservation of resources theory, this 16-week longitudinal study tracked the developmental trajectories of academic buoyancy and learning engagement among college-level English-as-a-foreign-language (EFL) learners in China via repeated questionnaire administrations. Employing latent growth curve modeling (LGCM), this research analyzed changes in both constructs and explored developmental associations between academic buoyancy—a core personal learning resource—and engagement over time. Key findings include: (1) Both academic buoyancy and learning engagement exhibited overall upward trends across the semester, with substantial individual variability observed in initial states and growth rates; (2) Higher latent intercept of academic buoyancy correlated with greater subsequent growth in this construct, whereas the initial state of learning engagement showed no significant association with its own developmental trajectory; (3) The latent intercept of academic buoyancy was positively associated with both the intercept and growth rate of learning engagement, while growth in academic buoyancy aligned with parallel growth in engagement. This study illuminates the dynamic, malleable nature of academic buoyancy and learning engagement in EFL contexts and illustrates the value of LGCM for examining developmental patterns in second language acquisition research.
Keywords
Academic buoyancy, Conservation of resources theory, EFL learners, latent growth curve modeling, Learning engagement
Received
22 July 2026
Accepted
30 September 2026
Copyright
© 2026 Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence:
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来源:Frontiers in Psychology · frontiersin.org
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