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教师心理压力和应激激素负荷的预测因素:使用 LASSO 回归方法探讨生物心理社会风险和保护因素的长期影响。

Predictors of Psychological Strain and Allostatic Load in Teachers: Examining the Long-Term Effects of Biopsychosocial Risk and Protective Factors Using a LASSO Regression Approach.

机构信息

Department of Research and Development, University of Teacher Education Bern, 3012 Bern, Switzerland.

Clinical Psychology and Psychotherapy, Department of Psychology, University of Bern, 3012 Bern, Switzerland.

出版信息

Int J Environ Res Public Health. 2023 May 9;20(10):5760. doi: 10.3390/ijerph20105760.

DOI:10.3390/ijerph20105760
PMID:37239489
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10218379/
Abstract

Teacher stress significantly challenges teachers' health, teaching quality, and students' motivation and achievement. Thus, it is crucial to identify factors that effectively prevent it. Using a LASSO regression approach, we examined which factors predict teachers' psychological strain and allostatic load over two years. The study included 42 teachers (28 female, age = 39.66, = 11.99) and three measurement time points: At baseline, we assessed teachers' (a) self-reports (i.e., on personality, coping styles, and psychological strain), (b) behavioral data (i.e., videotaped lessons), and (c) allostatic load (i.e., body mass index, blood pressure, and hair cortisol concentration). At 1- and 2-year follow-ups, psychological strain and allostatic load biomarkers were reassessed. Neuroticism and perceived student disruptions at baseline emerged as the most significant risk factors regarding teachers' psychological strain two years later, while a positive core self-evaluation was the most important protective factor. Perceived support from other teachers and the school administration as well as adaptive coping styles were protective factors against allostatic load after two years. The findings suggest that teachers' psychological strain and allostatic load do not primarily originate from objective classroom conditions but are attributable to teachers' idiosyncratic perception of this environment through the lens of personality and coping strategies.

摘要

教师压力显著影响教师健康、教学质量以及学生的学习动机和成就。因此,确定有效预防教师压力的因素至关重要。本研究采用 LASSO 回归方法,在两年内考察了哪些因素可以预测教师的心理压力和应激负荷。研究共纳入 42 名教师(28 名女性,年龄=39.66,标准差=11.99),并在三个时间点进行了评估:基线时,我们评估了教师的(a)自我报告(即人格、应对方式和心理压力)、(b)行为数据(即录像课)和(c)应激负荷(即体重指数、血压和头发皮质醇浓度)。在 1 年和 2 年的随访中,重新评估了心理压力和应激负荷生物标志物。基线时的神经质和感知到的学生干扰是与两年后教师心理压力最相关的重要风险因素,而积极的核心自我评价是最重要的保护因素。两年后,来自其他教师和学校管理层的感知支持以及适应性应对方式是应激负荷的保护因素。研究结果表明,教师的心理压力和应激负荷并非主要源于客观的课堂条件,而是归因于教师通过人格和应对策略对这种环境的独特感知。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b5/10218379/960993b47830/ijerph-20-05760-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b5/10218379/960993b47830/ijerph-20-05760-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/39b5/10218379/960993b47830/ijerph-20-05760-g001.jpg

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