Clark Cari Jo, Cheong Yuk Fai, Gupta Jhumka, Ferguson Gemma, Shrestha Binita, Shrestha Prabin Nanicha, Yount Kathryn M
Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA, 30322, USA.
Department of Psychology, Emory University, Atlanta, GA, USA.
SSM Popul Health. 2019 Nov 20;9:100481. doi: 10.1016/j.ssmph.2019.100481. eCollection 2019 Dec.
Existing data suggest that there are distinct patterns (or classes) of intimate partner violence (IPV) experience that depart from dichotomous categorizations used to monitor progress toward Sustainable Development Goal 5.2. Less is known about the patterning of IPV in non-Western settings. This study estimates distinct classes of IPV experience in Nepal and examines potential community-level variability in these classes and in the association between IPV class and depressive symptoms. This study used data collected in 2016 from a random sample of Nepalese married women of reproductive age (N = 1440) living in 72 communities in three districts (Nawalparasi, Chitwan, and Kapilvastu). We used fixed effects and random effects latent class models of 2 through 6 classes. We fit a negative binomial regression model adjusted for relevant confounders to examine the relationship of the latent IPV classes with depressive symptoms. A four-class model was the best fitting. It included a "low exposure" class (77.36% of the sample) characterized by a low probability of experiencing any form of IPV, a "sexual violence" class (9.03% of the sample) characterized by a high probability of experiencing a form of sexual violence, a "moderate violence" class (6.60% of the sample) characterized by modest probabilities of experiencing less severe emotional and physical IPV, and a "systematic violence" class (7.01% of the sample) characterized by a high probability of being exposed to all forms of IPV. Adding random effects did not improve model fit, suggesting no community-level variations in classes. Relative to membership in the low exposure class, membership in all other classes was associated with a higher count of depressive symptoms. Those in the systematic class had a mean weighted symptom count 2.29 times that of the low exposure group. Classes of IPV exposure must be identified to ensure that surveillance and programming are attuned to women's experiences of violence.
现有数据表明,亲密伴侣暴力(IPV)经历存在不同模式(或类别),这与用于监测可持续发展目标5.2进展情况的二分法分类不同。在非西方背景下,对IPV模式的了解较少。本研究估计了尼泊尔IPV经历的不同类别,并研究了这些类别在社区层面的潜在差异以及IPV类别与抑郁症状之间的关联。本研究使用了2016年从尼泊尔三个地区(纳瓦尔帕拉西、奇旺和迦毗罗卫国)72个社区的育龄已婚妇女随机样本(N = 1440)中收集的数据。我们使用了2至6类的固定效应和随机效应潜在类别模型。我们拟合了一个针对相关混杂因素进行调整的负二项回归模型,以检验潜在IPV类别与抑郁症状之间的关系。四类模型拟合效果最佳。它包括一个“低暴露”类别(占样本的77.36%),其特征是经历任何形式IPV的概率较低;一个“性暴力”类别(占样本的9.03%),其特征是经历某种形式性暴力的概率较高;一个“中度暴力”类别(占样本的6.60%),其特征是经历不太严重的情感和身体IPV的概率适中;以及一个“系统性暴力”类别(占样本的7.01%),其特征是接触所有形式IPV的概率较高。添加随机效应并没有改善模型拟合,这表明各类别在社区层面没有差异。相对于低暴露类别中的成员,所有其他类别中的成员抑郁症状计数较高。系统性类别中的人的平均加权症状计数是低暴露组的2.29倍。必须确定IPV暴露类别,以确保监测和规划与妇女的暴力经历相适应。