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一项关于学校暴力与心理健康、学业成绩以及犯罪或违法行为之间的纵向偏相关的元分析。

A meta-analysis of longitudinal partial correlations between school violence and mental health, school performance, and criminal or delinquent acts.

机构信息

American Institutes for Research.

School of Education, University of North Carolina at Chapel Hill.

出版信息

Psychol Bull. 2021 Feb;147(2):115-133. doi: 10.1037/bul0000314. Epub 2020 Dec 3.

DOI:10.1037/bul0000314
PMID:33271024
Abstract

The daily challenges resulting from all types of school violence-such as physical aggression, bullying, peer victimization, and general threats-have the potential to affect, longitudinally, students' mental health, school performance, and involvement in criminal or delinquent acts. Across primary and secondary studies, however, variation in how and how much school violence relates to these outcomes, has persisted. The purpose of this systematic review and meta-analysis, therefore, was to clarify this uncertainty by synthesizing the longitudinal relations. We conducted exhaustive searching procedures, implemented rigorous screening and coding processes, and estimated an underused effect size, the partial correlation from multiple regression models, before estimating a random-effects meta-analysis using robust variance estimation. We meta-analyzed 114 independent studies, totaling 765 effect sizes across 95,618 individual participants. The results of the overall analyses found a statistically significant longitudinal relation between school violence, in any role, and the aggregated outcome variables (rp = .06). Given that this effect size inherently controls for multiple potential confounding covariates, we consider the relation's magnitude clinically meaningful. We end by discussing ways practitioners and researchers may use these analyses when implementing prevention programming and how the field of meta-analysis should more frequently utilize the partial correlation. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

摘要

由于各种类型的校园暴力——如身体攻击、欺凌、同伴受害和一般威胁——带来的日常挑战,有可能会对学生的心理健康、学业成绩以及参与犯罪或违法行为产生长期影响。然而,在小学和中学的研究中,校园暴力与这些结果的关联方式和程度存在差异,这一情况一直存在。因此,本系统评价和荟萃分析的目的是通过综合纵向关系来澄清这种不确定性。我们进行了全面的搜索程序,实施了严格的筛选和编码过程,并在使用稳健方差估计进行随机效应荟萃分析之前,估计了未充分利用的效应量,即多元回归模型的偏相关。我们荟萃分析了 114 项独立研究,共有 95618 名个体参与者的 765 个效应量。总体分析的结果发现,任何角色的校园暴力与综合结果变量之间存在统计学上显著的纵向关系(rp =.06)。鉴于该效应量内在地控制了多个潜在的混杂协变量,我们认为该关系的大小在临床上具有意义。最后,我们讨论了实践者和研究人员在实施预防计划时如何使用这些分析,以及荟萃分析领域应如何更频繁地使用偏相关。(PsycInfo 数据库记录(c)2021 APA,保留所有权利)。

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