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用于评估卢旺达儿童贫血决定因素的结构化加法分位数回归

Structured Additive Quantile Regression for Assessing the Determinants of Childhood Anemia in Rwanda.

作者信息

Habyarimana Faustin, Zewotir Temesgen, Ramroop Shaun

机构信息

School of Mathematics, Statistics and Computer Sciences, University of KwaZulu-Natal, Pietermaritzburg Campus, Private Bag X01, Scottsville 3209, South Africa.

School of Mathematics, Statistics and Computer Sciences, University of KwaZulu-Natal, Westville Campus, Durban 4000, South Africa.

出版信息

Int J Environ Res Public Health. 2017 Jun 17;14(6):652. doi: 10.3390/ijerph14060652.

DOI:10.3390/ijerph14060652
PMID:28629151
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5486338/
Abstract

Childhood anemia is among the most significant health problems faced by public health departments in developing countries. This study aims at assessing the determinants and possible spatial effects associated with childhood anemia in Rwanda. The 2014/2015 Rwanda Demographic and Health Survey (RDHS) data was used. The analysis was done using the structured spatial additive quantile regression model. The findings of this study revealed that the child's age; the duration of breastfeeding; gender of the child; the nutritional status of the child (whether underweight and/or wasting); whether the child had a fever; had a cough in the two weeks prior to the survey or not; whether the child received vitamin A supplementation in the six weeks before the survey or not; the household wealth index; literacy of the mother; mother's anemia status; mother's age at the birth are all significant factors associated with childhood anemia in Rwanda. Furthermore, significant structured spatial location effects on childhood anemia was found.

摘要

儿童贫血是发展中国家公共卫生部门面临的最重大健康问题之一。本研究旨在评估卢旺达儿童贫血的决定因素及可能的空间效应。使用了2014/2015年卢旺达人口与健康调查(RDHS)数据。分析采用结构化空间加性分位数回归模型。本研究结果表明,儿童的年龄;母乳喂养时长;儿童性别;儿童的营养状况(是否体重不足和/或消瘦);儿童是否发烧;在调查前两周内是否咳嗽;在调查前六周内是否接受过维生素A补充剂;家庭财富指数;母亲的识字率;母亲的贫血状况;母亲生育时的年龄,都是卢旺达儿童贫血的显著相关因素。此外,还发现了对儿童贫血有显著影响的结构化空间位置效应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/e64e3aa1af0f/ijerph-14-00652-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/a35661ae450d/ijerph-14-00652-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/8ab54dfa7320/ijerph-14-00652-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/b9fd76ab680d/ijerph-14-00652-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/8f6c4a7c3032/ijerph-14-00652-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/e64e3aa1af0f/ijerph-14-00652-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/a35661ae450d/ijerph-14-00652-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/8ab54dfa7320/ijerph-14-00652-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/b9fd76ab680d/ijerph-14-00652-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/8f6c4a7c3032/ijerph-14-00652-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d3a8/5486338/e64e3aa1af0f/ijerph-14-00652-g005.jpg

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Determinants of anemia among 6-59 months aged children in Bangladesh: evidence from nationally representative data.孟加拉国6至59个月大儿童贫血的决定因素:来自全国代表性数据的证据。
BMC Pediatr. 2016 Jan 11;16:3. doi: 10.1186/s12887-015-0536-z.
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Malaria, anaemia and under-nutrition: three frequently co-existing conditions among preschool children in rural Rwanda.
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PLoS One. 2024 Jun 28;19(6):e0303358. doi: 10.1371/journal.pone.0303358. eCollection 2024.
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Determinants of coexistence of undernutrition and anemia among under-five children in Rwanda; evidence from 2019/20 demographic health survey: Application of bivariate binary logistic regression model.卢旺达五岁以下儿童营养不良和贫血共存的决定因素;来自 2019/20 年人口健康调查的证据:双变量二元逻辑回归模型的应用。
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