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Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh

机译:精细和灰色竞争风险回归模型用于研究孟加拉国特定原因的5岁以下儿童死亡率

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Background The cause-specific under-five mortality of Bangladesh has been studied by fitting cumulative incidence function (CIF) based Fine and Gray competing risk regression model (1999). For the purpose of analysis, Bangladesh Demographic and Health Survey (BDHS), 2011 data set was used. Methods Three types of mode of mortality for the under-five children are considered. These are disease , non-disease and other causes . Product-Limit survival probabilities for the under-five child mortality with log-rank test were used to select a set of covariates for the regression model. The covariates found to have significant association in bivariate analysis were only considered in the regression analysis. Results Potential determinants of under-five child mortality due to disease is size of child at birth, while gender of child, NGO (non-government organization) membership of mother, mother’s education level, and size of child at birth are due to non-disease and age of mother at birth, NGO membership of mother, and mother’s education level are for the mortality due to other causes. Conclusion Female participation in the education programs needs to be increased because of the improvement of child health and government should arrange family and social awareness programs as well as health related programs for women so that they are aware of their child health.
机译:背景技术孟加拉国的五岁以下儿童死亡率已通过拟合基于累积发生率函数(CIF)的Fine和Gray竞争风险回归模型进行了研究(1999年)。为了进行分析,使用了2011年孟加拉国人口与健康调查(BDHS)数据集。方法考虑五岁以下儿童的三种死亡方式。这些是疾病,非疾病和其他原因。五岁以下儿童死亡率的乘积极限生存概率和对数秩检验用于选择回归模型的一组协变量。仅在回归分析中考虑在双变量分析中发现具有显着关联的协变量。结果五岁以下儿童因疾病死亡的潜在决定因素是出生时的孩子人数,而孩子的性别,母亲的非政府组织(非政府组织)成员,母亲的教育水平以及出生时的孩子人数是由于母亲的疾病和出生时的年龄,母亲的非政府组织成员资格以及母亲的受教育程度与其他原因引起的死亡率有关。结论由于儿童健康的改善,需要增加女性对教育计划的参与,政府应为妇女安排家庭和社会意识计划以及与健康有关的计划,以使他们了解自己的儿童健康状况。

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