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学校缺勤与习得性无助:潜在类别及ROC曲线

School non-attendance and learned helplessness: latent profiles and ROC curves.

作者信息

Pérez-Marco María, Fuster Andrea, Gonzálvez Carolina

机构信息

Department of Developmental Psychology and Didactics, Faculty of Education, University of Alicante, San Vicente del Raspeig, Spain.

出版信息

Front Psychol. 2025 Jun 18;16:1557915. doi: 10.3389/fpsyg.2025.1557915. eCollection 2025.

DOI:10.3389/fpsyg.2025.1557915
PMID:40606896
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12213802/
Abstract

Due to the complex school reality, Learned Helplessness (LH) is a student's response characterized by lack of confident, interpretative bias and negative outlook of success in face of school challenges. These helpless students develop a negative attitude toward school, leading to a withdrawal of school engagement and anxious disorders, reporting links with emotionally based school non-attendance. Taking into account the heterogeneous causes of these problems, in recent years new instruments have been emerged, like (ARSNA; Havik et al., 2015), of which there is a clear lack of research. The study aims to: (1) identify latent profiles of school absenteeism based on (ARSNA; Havik et al., 2015); (2) analyze differences between school non-attendance profiles and Learned Helplessness (LH); and (3) establish the predictive and discriminative capacity of LH to identify students of the high school non-attendance profile. Consequently, 759 adolescents ( = 14.95,  = 1.82) fulfilled ARSNA (Havik et al., 2015) and (LHQ; Sorrenti et al., 2015). Pearson's correlation coefficients reported positive and statistically significant correlations between ARSNA dimensions and LH. Latent Profile Analyses revealed 3 school absenteeism profiles. ANOVA indicated statistically significant differences between these profiles and LH. Finally, Logistic Regression and ROC Curves found the predictive and discriminative ability of LH to identify individuals of the high school non-attendance profile. Results contribute to the literature on ARSNA dimensions and LH, highlighting the potential implications for schools and for the intervention against emotionally based school non-attendance.

摘要

由于复杂的学校现实情况,习得性无助(LH)是学生面对学校挑战时表现出的一种反应,其特征是缺乏自信、存在解释偏差以及对成功持消极看法。这些无助的学生对学校产生消极态度,导致减少参与学校活动并出现焦虑症,有报告称这与基于情绪的缺课有关。考虑到这些问题的多种成因,近年来出现了一些新工具,如(ARSNA;哈维克等人,2015年),但明显缺乏对其的研究。该研究旨在:(1)基于(ARSNA;哈维克等人,2015年)确定缺课的潜在类型;(2)分析缺课类型与习得性无助(LH)之间的差异;(3)确定LH识别高中缺课类型学生的预测和区分能力。因此,759名青少年(平均年龄 = 14.95岁,标准差 = 1.82)完成了ARSNA(哈维克等人,2015年)和(LHQ;索伦蒂等人,2015年)测试。皮尔逊相关系数表明ARSNA各维度与LH之间存在正相关且具有统计学意义。潜在类别分析揭示了3种缺课类型。方差分析表明这些类型与LH之间存在统计学上的显著差异。最后,逻辑回归和ROC曲线发现了LH识别高中缺课类型个体的预测和区分能力。研究结果为关于ARSNA维度和LH的文献做出了贡献,突出了对学校以及针对基于情绪的缺课干预的潜在影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2b9/12213802/cf6e8c21472f/fpsyg-16-1557915-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2b9/12213802/e40a1a4c3837/fpsyg-16-1557915-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2b9/12213802/cf6e8c21472f/fpsyg-16-1557915-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2b9/12213802/e40a1a4c3837/fpsyg-16-1557915-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2b9/12213802/cf6e8c21472f/fpsyg-16-1557915-g002.jpg

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本文引用的文献

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[ROC curve].[ROC曲线]
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