Modeling of Noncommunicable Diseases Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.
Health Sciences Research Center, Health Sciences & Technology Research Institute, Hamadan University of Medical Sciences, Hamadan, Iran.
Arch Iran Med. 2023 Mar 1;26(3):147-155. doi: 10.34172/aim.2023.23.
Detecting the correlation of conflict rate within provinces over time provides a better understanding for health policymakers in identifying potential causes. The purpose of this study was to assess the trend of conflict rate in 31 provinces of Iran using the growth mixture model (GMM).
This ecologic study was conducted based on the data obtained from the Iranian Legal Medicine Organization (ILMO) by gender and provinces between March 21, 2014 and March 21, 2020. First, the 7-year cumulative incidence rates were described; second, the trend of conflict rate was modeled by a linear mixed-effects model according to gender and overall; finally, distinct classes of provinces with similar conflict trends in seven years were identified using the GMM. The significance level was considered less than 0.05.
Among provinces, Ardebil and Sistan Baluchistan had the highest and the lowest 7-year conflict incidence rates (95% CI) with 66.6 (52.38, 84.67) and 20.79 (13.53, 31.95) per 100000, respectively. The results of the linear mixed-effects model showed that the annual rate of conflict in Iran decreased by 0.37% from 2014 to 2017 and then slightly increased by 0.07% after 2017. In addition, the GMM results indicated that the trends for Iranian provinces can be clustered into four distinct classes.
Our study showed the increasing growth of conflict in the last years in most provinces of Iran. Necessary interventions are important to prevent the rising conflict rate due to the various effects of conflict on psychological, social, and health factors.
检测省内冲突率随时间的相关性,有助于卫生政策制定者更好地了解潜在原因。本研究旨在使用增长混合模型(GMM)评估伊朗 31 个省份的冲突率趋势。
本生态研究基于 2014 年 3 月 21 日至 2020 年 3 月 21 日期间,伊朗法律医学组织(ILMO)按性别和省份获取的数据进行。首先,描述了 7 年累计发生率;其次,根据性别和总体情况,采用线性混合效应模型对冲突率趋势进行建模;最后,采用 GMM 确定具有相似 7 年冲突趋势的不同省份类别。显著性水平设为<0.05。
在所研究的省份中,阿尔达比勒和锡斯坦和俾路支省的 7 年冲突发生率(95%CI)最高和最低,分别为 66.6(52.38,84.67)和 20.79(13.53,31.95)/100000。线性混合效应模型的结果表明,伊朗的冲突年增长率从 2014 年到 2017 年下降了 0.37%,2017 年后略有上升 0.07%。此外,GMM 结果表明,伊朗各省的趋势可聚类为四个不同的类别。
本研究表明,近年来伊朗大多数省份的冲突呈上升趋势。由于冲突对心理、社会和健康因素的各种影响,采取必要的干预措施来预防冲突率上升非常重要。