Determinants of Stunting Among Under-Five Years Children Using the Ordinal Logistic Regression Model

M. Rifada, N. Chamidah, Putri Nuraini, Faris Dwiki Gunawan, L. Muniroh
{"title":"Determinants of Stunting Among Under-Five Years Children Using the Ordinal Logistic Regression Model","authors":"M. Rifada, N. Chamidah, Putri Nuraini, Faris Dwiki Gunawan, L. Muniroh","doi":"10.2991/ASSEHR.K.210508.096","DOIUrl":null,"url":null,"abstract":"Stunting is a kind of chronic nutritional problem among under-five years children that characterized by a shorter height compared to other children of their age. The ordinal logistic regression is one statistical method that used to analyze the ordinal response variable with three or more categories and predictor variables that are categorical or continuous. This method has been used in various fields, one of them is in the health field. In this study, ordinal logistic regression is used to describe the correlation between stunting status of children and birth weight, birth length, mother's age, mother's height, mother's knowledge about nutrition, parenting, health services, hygiene and sanitation, number of children and number of family members. The stunting status of children in this study is divided into three kind which are severely stunted, moderately stunted, and normal stunted. The aim of this study is to describe the characteristics of children and to determine the factors that influence the stunting status of children in priority villages for stunting prevention i.e. Bucorwetan and Alaspandan village in the Probolinggo district, East Java, Indonesia. The prevalence of stunting was 30% (22.5% moderately, 7.5% severely). The mother's height and health services were the important determinants of stunting.","PeriodicalId":251100,"journal":{"name":"Proceedings of the 1st International Conference on Mathematics and Mathematics Education (ICMMEd 2020)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 1st International Conference on Mathematics and Mathematics Education (ICMMEd 2020)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2991/ASSEHR.K.210508.096","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Stunting is a kind of chronic nutritional problem among under-five years children that characterized by a shorter height compared to other children of their age. The ordinal logistic regression is one statistical method that used to analyze the ordinal response variable with three or more categories and predictor variables that are categorical or continuous. This method has been used in various fields, one of them is in the health field. In this study, ordinal logistic regression is used to describe the correlation between stunting status of children and birth weight, birth length, mother's age, mother's height, mother's knowledge about nutrition, parenting, health services, hygiene and sanitation, number of children and number of family members. The stunting status of children in this study is divided into three kind which are severely stunted, moderately stunted, and normal stunted. The aim of this study is to describe the characteristics of children and to determine the factors that influence the stunting status of children in priority villages for stunting prevention i.e. Bucorwetan and Alaspandan village in the Probolinggo district, East Java, Indonesia. The prevalence of stunting was 30% (22.5% moderately, 7.5% severely). The mother's height and health services were the important determinants of stunting.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
五岁以下儿童发育迟缓的决定因素使用有序逻辑回归模型
发育迟缓是五岁以下儿童的一种慢性营养问题,其特点是身高低于其他同龄儿童。有序逻辑回归是一种用于分析具有三个或三个以上类别的有序响应变量和分类或连续预测变量的统计方法。该方法已应用于各个领域,其中之一是在卫生领域。本研究采用序贯logistic回归方法描述儿童发育迟缓状况与出生体重、出生长度、母亲年龄、母亲身高、母亲营养知识、养育方式、保健服务、卫生与环境卫生、子女数量、家庭成员数量之间的相关关系。本研究中儿童发育不良状况分为重度发育不良、中度发育不良和正常发育不良三种。本研究旨在描述印度尼西亚东爪哇省Probolinggo县Bucorwetan村和Alaspandan村预防发育迟缓重点村庄儿童的特征,并确定影响儿童发育迟缓状况的因素。发育迟缓患病率为30%(中度22.5%,重度7.5%)。母亲的身高和保健服务是发育迟缓的重要决定因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Indonesian New Normal Mathematics Education - Seeking Certainty in Uncertain Times Prediction of Future Insurance Premiums When the Model is Uncertain Approach of Cobb Douglas Function Into Scheme of Ijarah Muntahiya Bittamlik (IMBT) Learning Mathematical Modelling: What Advantages a Visual-Formed Problem Against Problem-Solving Skills of Junior High School Students? Cadets’ Effectivity and Perception on Moodle Online Learning in Economy Mathematics Course
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1