Clark Cari Jo, Bergenfeld Irina, Shervinskie Abbie, Johnson Erin R, Cheong Yuk Fai, Kaslow Nadine J, Yount Kathryn M
Hubert Department of Global Health, Rollins School of Public Health, Emory University, USA.
Department of Psychology, Emory University, USA.
SSM Popul Health. 2024 May 23;26:101683. doi: 10.1016/j.ssmph.2024.101683. eCollection 2024 Jun.
In lower-and middle-income countries (LMICs), studies of interventions to reduce intimate partner violence (IPV) perpetration are expanding yet measurement equivalence of the construct has not been established. We assessed the measurement equivalence of physical and sexual IPV perpetration used in recent trials in LMICs and tested the impact of non-invariance on trial inference.
With data from three recent intervention trials among men (sample size 505-1537 across studies), we calculated tetrachoric correlations among items and used multiple-group confirmatory factor analysis to assess invariance across arms and over time. We also assessed treatment effects adjusting for covariate imbalance and using inverse probability to treatment weights to assess concordance of invariant measures with published results, where warranted.
The average correlation among items was high and increased over time with several items in two studies showing correlations ≥0.85 at endline. Increases in correlation for physical IPV were concentrated in the treatment arm in two of the studies. The increase in correlation in sexual IPV differed by arm across studies. Across all studies, a correlated two-factor solution was the best fitting model according to the EFAs and CFAs. One study demonstrated measurement invariance across arms and over time. In two of the studies, longitudinal measurement non-invariance was detected in the intervention arms. In post hoc testing, one study attained invariance with a one-factor model and study inference was concordant with published findings. The other study did not attain even partial invariance.
Common measures of physical and sexual IPV perpetration cannot be used for valid effect estimation without further refinement. The study highlights the need for an expanded item set, content validity assessments, further measurement invariance testing, and then consistent use of the item sets in future intervention trials to support accurate inference on the effectiveness of IPV perpetration prevention interventions.
在低收入和中等收入国家(LMICs),减少亲密伴侣暴力(IPV)行为的干预措施研究正在不断扩展,但该结构的测量等效性尚未确立。我们评估了LMICs近期试验中使用的身体和性暴力IPV行为的测量等效性,并测试了非不变性对试验推断的影响。
利用最近三项针对男性的干预试验数据(各研究样本量为505 - 1537),我们计算了各项目之间的四分相关系数,并使用多组验证性因素分析来评估各组间以及随时间的不变性。我们还评估了调整协变量不平衡后的治疗效果,并在必要时使用逆概率处理权重来评估不变测量与已发表结果的一致性。
各项目之间的平均相关性较高,且随时间增加,两项研究中的几个项目在终期显示相关性≥0.85。两项研究中身体暴力IPV相关性的增加集中在治疗组。性暴力IPV相关性的增加在各研究组间存在差异。在所有研究中,根据探索性因素分析(EFAs)和验证性因素分析(CFAs),相关的双因素解决方案是最佳拟合模型。一项研究显示各组间以及随时间的测量不变性。在两项研究中,干预组检测到纵向测量非不变性。在事后检验中,一项研究通过单因素模型实现了不变性,且研究推断与已发表结果一致。另一项研究甚至未达到部分不变性。
在没有进一步完善的情况下,身体和性暴力IPV行为的常用测量方法不能用于有效的效果估计。该研究强调需要扩展项目集、进行内容效度评估、进一步进行测量不变性测试,然后在未来的干预试验中一致使用这些项目集,以支持对IPV行为预防干预效果的准确推断。