使用潜在变量模型测量针对埃及妇女的家庭暴力及其随之而来的成本。

IF 2.4 3区 医学 Q2 OBSTETRICS & GYNECOLOGY
Mai Sherif Hafez, Carolin Sherif Mounir, Laila Othman El Zeini
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引用次数: 0

摘要

背景:家庭暴力是一个具有威胁性的世界性问题。它对妇女的影响可能是巨大的,因为除了经济成本之外,它还对妇女的生活质量产生负面影响,这反映在她们的总体福祉中,包括身体、精神、情感和性健康。家庭暴力及其成本都是无法直接衡量的多维结构。方法:本研究运用项目反应理论建立潜在特质模型,通过35个观察变量来衡量家庭暴力及其成本。因此,该研究填补了文献中的空白,因为它是第一次尝试使用潜在变量模型而不是简单的描述性统计来检查埃及家庭暴力与其随之而来的成本之间的关系。每个构念都被视为一个多维潜在变量。整体潜在特征模型还估计了家庭暴力与其后果成本之间的关系。在模型中检验了一些社会经济协变量对家庭暴力的影响。该模型使用Mplus软件拟合2015年埃及性别暴力经济成本调查(ECGBVS)的数据。结果:研究表明,在衡量家庭暴力时,心理暴力与身体暴力同样重要。家庭暴力造成的代价取决于其衡量标准,即被侵犯的妇女和儿童的生活质量下降以及所承受的金钱代价。对于社会经济协变量,研究表明家庭暴力受妇女和丈夫的年龄、教育程度和丈夫的职业状况的影响。结论:衡量家庭暴力的方法是将四种形式的暴力:身体暴力、心理暴力、性暴力和经济暴力汇总在一个衡量“家庭暴力”的连续潜在变量中。同样,成本是通过总结暴力所造成的三种形式的成本来衡量的:经济成本、儿童成本和妇女生活质量成本,另一种是单一的连续潜在变量“成本”。这些维度中的每一个都由许多方面来衡量,反映了变量的多维性。拟合的潜在特质模型确保了家庭暴力与其多维成本之间的正相关关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring domestic violence against Egyptian women and its consequent cost using a latent variable model.

Background: Domestic Violence is a threatening worldwide problem. Its consequences against women can be dramatic, as it negatively affects women's quality of life reflected in their general wellbeing including physical, mental, emotional and sexual health, in addition to the economic cost. Both domestic violence and its cost are multidimensional constructs that cannot be directly measured.

Methodology: In this study, a latent trait model is used by applying item response theory to measure both domestic violence and its consequent cost via thirty-five observed variables. Accordingly, the study fills a gap in the literature since it is the first attempt to examine the relationship between domestic violence and its consequent cost in Egypt using latent variable modelling rather than simple descriptive statistics. Each construct is considered as a multidimensional latent variable. The overall latent trait model also estimates the relationship between domestic violence and its consequent cost. The effect of a number of socioeconomic covariates on domestic violence is examined within the model. The proposed model is fitted to data from the 2015 Egypt Economic Cost of Gender-Based Violence Survey (ECGBVS) using Mplus software.

Results: The study shows that psychological violence is equally important in measuring domestic violence, as physical violence. The cost resulting from domestic violence relies in its measurement both on the reduced quality of life and the monetary cost endured by the violated woman and children. For socioeconomic covariates, it is shown that domestic violence is affected by women's and husband's age, educational level, and husband's occupational status.

Conclusion: Domestic violence is measured by summarizing four forms of violence: physical, psychological, sexual and economic violence, in a single continuous latent variable measuring "Domestic Violence". Similarly, Cost is measured by summarizing three forms of consequent cost of violence: economic cost, cost on children and cost on women's quality of life, in another a single continuous latent variable "Cost". Each of these dimensions is measured by a number of aspects, reflecting the multidimensional nature of the variables. The fitted latent trait model ensured the positive relationship between Domestic Violence and its consequent multidimensional cost.

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来源期刊
BMC Women's Health
BMC Women's Health OBSTETRICS & GYNECOLOGY-
CiteScore
3.40
自引率
4.00%
发文量
444
审稿时长
>12 weeks
期刊介绍: BMC Women''s Health is an open access, peer-reviewed journal that considers articles on all aspects of the health and wellbeing of adolescent girls and women, with a particular focus on the physical, mental, and emotional health of women in developed and developing nations. The journal welcomes submissions on women''s public health issues, health behaviours, breast cancer, gynecological diseases, mental health and health promotion.
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