{"title":"尼日利亚5岁以下儿童死亡率的个体和系统因素:Cox比例风险模型","authors":"T. K. Ojewumi","doi":"10.30564/mmpp.v5i3.5735","DOIUrl":null,"url":null,"abstract":"Despite considerable efforts to reduce under-five mortality nationwide, Nigeria has fallen short of achieving the Millennium Development Goals (MDGs) target of 67 deaths per 1,000 live births by 2015. Of all the documented factors of under-five mortality, little evidence exists on the impact of systemic barriers and individual factors (maternal health-seeking behaviour) on under-five mortality in Nigeria. The study used a nationally representative sample from Nigeria Demographic and Health Survey (NDHS) 2013 dataset. The target population was 20,192 women aged 15-59 years who had given birth to 31,480 children five years before the survey. Stata software was used for data analysis. The risk of death was estimated using Cox proportional hazard models and results are presented as hazards ratios (HR) with 95% confidence intervals (CI). Findings from the overall Model I-IV revealed individual factors (maternal health-seeking indicators) as significant factors of under-five deaths (p < 0.05). Children whose mothers received antenatal care coverage (ANC) outside health care facilities (HCF) (HR: 1.60, CI: 1.0-2.4, p < 0.05); or delivered outside HCF (HR: 1.02, CI: 0.7-1.5, p < 0.05) had elevated hazard risk of death before age five. Conversely, children who were presented for postnatal check within two weeks of delivery (HR: 0.60, CI: 0.5-0.8, p < 0.05), or delivered within the longer birth interval (HR: 0.67, CI: 0.6-0.8, p < 0.001) had significantly lower hazard risk of death before age five. As part of systemic factors, children whose mothers were covered by health insurance scheme had significantly (HR: 0.52, CI: 0.2-1.2, p < 0.001) lower risk of death when compared with their counterparts without health insurance coverage. The study emphasized the need to revitalize strategies and programs to improve women health seeking behaviour and investment in the health sector through health insurance, infrastructure, and supplies.","PeriodicalId":402578,"journal":{"name":"Macro Management & Public Policies","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Individual and Systemic Factors of Under-five Mortality in Nigeria: A Cox Proportional Hazard Model\",\"authors\":\"T. K. Ojewumi\",\"doi\":\"10.30564/mmpp.v5i3.5735\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Despite considerable efforts to reduce under-five mortality nationwide, Nigeria has fallen short of achieving the Millennium Development Goals (MDGs) target of 67 deaths per 1,000 live births by 2015. Of all the documented factors of under-five mortality, little evidence exists on the impact of systemic barriers and individual factors (maternal health-seeking behaviour) on under-five mortality in Nigeria. The study used a nationally representative sample from Nigeria Demographic and Health Survey (NDHS) 2013 dataset. The target population was 20,192 women aged 15-59 years who had given birth to 31,480 children five years before the survey. Stata software was used for data analysis. The risk of death was estimated using Cox proportional hazard models and results are presented as hazards ratios (HR) with 95% confidence intervals (CI). Findings from the overall Model I-IV revealed individual factors (maternal health-seeking indicators) as significant factors of under-five deaths (p < 0.05). Children whose mothers received antenatal care coverage (ANC) outside health care facilities (HCF) (HR: 1.60, CI: 1.0-2.4, p < 0.05); or delivered outside HCF (HR: 1.02, CI: 0.7-1.5, p < 0.05) had elevated hazard risk of death before age five. Conversely, children who were presented for postnatal check within two weeks of delivery (HR: 0.60, CI: 0.5-0.8, p < 0.05), or delivered within the longer birth interval (HR: 0.67, CI: 0.6-0.8, p < 0.001) had significantly lower hazard risk of death before age five. As part of systemic factors, children whose mothers were covered by health insurance scheme had significantly (HR: 0.52, CI: 0.2-1.2, p < 0.001) lower risk of death when compared with their counterparts without health insurance coverage. The study emphasized the need to revitalize strategies and programs to improve women health seeking behaviour and investment in the health sector through health insurance, infrastructure, and supplies.\",\"PeriodicalId\":402578,\"journal\":{\"name\":\"Macro Management & Public Policies\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Macro Management & Public Policies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.30564/mmpp.v5i3.5735\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Macro Management & Public Policies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30564/mmpp.v5i3.5735","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
尽管尼日利亚为降低全国五岁以下儿童死亡率作出了相当大的努力,但仍未实现到2015年每1 000例活产死亡67人的千年发展目标。在所有记录在案的五岁以下儿童死亡率因素中,几乎没有证据表明系统性障碍和个人因素(孕产妇寻求保健行为)对尼日利亚五岁以下儿童死亡率的影响。该研究使用了2013年尼日利亚人口与健康调查(NDHS)数据集中具有全国代表性的样本。调查对象是20,192名年龄在15-59岁之间的妇女,她们在调查前5年生育了31,480个孩子。采用Stata软件进行数据分析。使用Cox比例风险模型估计死亡风险,结果以95%置信区间(CI)的风险比(HR)表示。整体模型I-IV的结果显示,个体因素(孕产妇求医指标)是5岁以下儿童死亡的重要因素(p < 0.05)。母亲在医疗机构以外接受产前保健覆盖的儿童(HR: 1.60, CI: 1.0-2.4, p < 0.05);在HCF外分娩的儿童(HR: 1.02, CI: 0.7-1.5, p < 0.05)在5岁前死亡风险升高。相反,在分娩后两周内进行产后检查的儿童(HR: 0.60, CI: 0.5-0.8, p < 0.05)或在较长的出生间隔内分娩的儿童(HR: 0.67, CI: 0.6-0.8, p < 0.001)在五岁前死亡的危险风险显著降低。作为系统因素的一部分,母亲参加健康保险计划的儿童的死亡风险显著低于未参加健康保险计划的儿童(HR: 0.52, CI: 0.2-1.2, p < 0.001)。该研究强调需要重振战略和方案,通过健康保险、基础设施和用品改善妇女求医行为和卫生部门投资。
Individual and Systemic Factors of Under-five Mortality in Nigeria: A Cox Proportional Hazard Model
Despite considerable efforts to reduce under-five mortality nationwide, Nigeria has fallen short of achieving the Millennium Development Goals (MDGs) target of 67 deaths per 1,000 live births by 2015. Of all the documented factors of under-five mortality, little evidence exists on the impact of systemic barriers and individual factors (maternal health-seeking behaviour) on under-five mortality in Nigeria. The study used a nationally representative sample from Nigeria Demographic and Health Survey (NDHS) 2013 dataset. The target population was 20,192 women aged 15-59 years who had given birth to 31,480 children five years before the survey. Stata software was used for data analysis. The risk of death was estimated using Cox proportional hazard models and results are presented as hazards ratios (HR) with 95% confidence intervals (CI). Findings from the overall Model I-IV revealed individual factors (maternal health-seeking indicators) as significant factors of under-five deaths (p < 0.05). Children whose mothers received antenatal care coverage (ANC) outside health care facilities (HCF) (HR: 1.60, CI: 1.0-2.4, p < 0.05); or delivered outside HCF (HR: 1.02, CI: 0.7-1.5, p < 0.05) had elevated hazard risk of death before age five. Conversely, children who were presented for postnatal check within two weeks of delivery (HR: 0.60, CI: 0.5-0.8, p < 0.05), or delivered within the longer birth interval (HR: 0.67, CI: 0.6-0.8, p < 0.001) had significantly lower hazard risk of death before age five. As part of systemic factors, children whose mothers were covered by health insurance scheme had significantly (HR: 0.52, CI: 0.2-1.2, p < 0.001) lower risk of death when compared with their counterparts without health insurance coverage. The study emphasized the need to revitalize strategies and programs to improve women health seeking behaviour and investment in the health sector through health insurance, infrastructure, and supplies.