妇女读写能力是人口规模的主要预测因素:来自全国家庭健康调查的发现-5

IF 0.2 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Pallavi Lohani, Arshad Ayub, Nitika, Neeraj Agarwal
{"title":"妇女读写能力是人口规模的主要预测因素:来自全国家庭健康调查的发现-5","authors":"Pallavi Lohani, Arshad Ayub, Nitika, Neeraj Agarwal","doi":"10.47203/ijch.2023.v35i02.010","DOIUrl":null,"url":null,"abstract":"Background: The global population continues to rise at different rates in different parts of the world. While some countries are seeing a fast population increase, others are experiencing population loss. Significant ramifications of such changes in the global population distribution would be felt, as they are critical for meeting the Sustainable Development Goals (SDGs), or we might say that rapid population expansion poses obstacles to sustainable development.\nEstimating the population size and composition by age, sex, and other demographic parameters is crucial for analyzing the country’s future influence on poverty, sustainability, and development. This study tries to look at these parameters covered by the National Family Health Survey- 5 (NFHS 5) to see how accurate and trustworthy the predictors of district population size are.\nMethodology: The study assessed the predictors of the population size of any district. It was conducted using the secondary data of phase 1 of NFHS-5. The outcome variable is the population of each district. Household profiles, literacy among women, their marriage and fertility, contraceptive usage, and unmet need for family planning were considered to assess their potential as a predictor of the district’s population size. Principal component analysis (PCA) was conducted to identify the predictors.\nResult: PCA was conducted on 18 variables, resulting in 7 principal components. Cumulatively, these components explained 77.6% of the total variation in data. On multiple linear regression, four principal components were found significant and these were related to women’s literacy, contraceptive usage, early pregnancy, the marriage of fewer than 18 years, and those using health insurance.\nConclusion: Thus, women’s literacy plays a pivotal role in determining a region’s population size.","PeriodicalId":13363,"journal":{"name":"Indian Journal of Community Health","volume":" ","pages":""},"PeriodicalIF":0.2000,"publicationDate":"2023-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Women’s Literacy a Major Predictor of Population Size: Findings from National Family Health Survey-5\",\"authors\":\"Pallavi Lohani, Arshad Ayub, Nitika, Neeraj Agarwal\",\"doi\":\"10.47203/ijch.2023.v35i02.010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background: The global population continues to rise at different rates in different parts of the world. While some countries are seeing a fast population increase, others are experiencing population loss. Significant ramifications of such changes in the global population distribution would be felt, as they are critical for meeting the Sustainable Development Goals (SDGs), or we might say that rapid population expansion poses obstacles to sustainable development.\\nEstimating the population size and composition by age, sex, and other demographic parameters is crucial for analyzing the country’s future influence on poverty, sustainability, and development. This study tries to look at these parameters covered by the National Family Health Survey- 5 (NFHS 5) to see how accurate and trustworthy the predictors of district population size are.\\nMethodology: The study assessed the predictors of the population size of any district. It was conducted using the secondary data of phase 1 of NFHS-5. The outcome variable is the population of each district. Household profiles, literacy among women, their marriage and fertility, contraceptive usage, and unmet need for family planning were considered to assess their potential as a predictor of the district’s population size. Principal component analysis (PCA) was conducted to identify the predictors.\\nResult: PCA was conducted on 18 variables, resulting in 7 principal components. Cumulatively, these components explained 77.6% of the total variation in data. On multiple linear regression, four principal components were found significant and these were related to women’s literacy, contraceptive usage, early pregnancy, the marriage of fewer than 18 years, and those using health insurance.\\nConclusion: Thus, women’s literacy plays a pivotal role in determining a region’s population size.\",\"PeriodicalId\":13363,\"journal\":{\"name\":\"Indian Journal of Community Health\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.2000,\"publicationDate\":\"2023-04-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Indian Journal of Community Health\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.47203/ijch.2023.v35i02.010\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Indian Journal of Community Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47203/ijch.2023.v35i02.010","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

摘要

背景:全球人口在世界不同地区继续以不同的速度增长。虽然一些国家的人口增长很快,但另一些国家却在经历人口减少。全球人口分布的这种变化将产生重大影响,因为它们对实现可持续发展目标至关重要,或者我们可以说人口的快速扩张对可持续发展构成了障碍。根据年龄、性别和其他人口参数估计人口规模和组成,对于分析国家未来对贫困、可持续性和发展的影响至关重要。这项研究试图观察国家家庭健康调查-5(NFHS 5)涵盖的这些参数,以了解地区人口规模的预测因素有多准确和可信。方法:该研究评估了任何地区人口规模的预测因素。它是使用NFHS-5的第1阶段的二次数据进行的。结果变量是每个地区的人口。家庭概况、妇女识字率、婚姻和生育率、避孕药具的使用以及未满足的计划生育需求被认为是评估其作为该地区人口规模预测指标的潜力。进行主成分分析(PCA)以确定预测因素。结果:对18个变量进行主成分分析,得到7个主成分。累积起来,这些成分解释了数据总变化的77.6%。在多元线性回归中,发现四个主要成分是显著的,这些成分与妇女的识字率、避孕药具的使用、早孕、18岁以下的婚姻以及使用医疗保险的人有关。结论:因此,妇女的识字率在决定一个地区的人口规模方面发挥着关键作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Women’s Literacy a Major Predictor of Population Size: Findings from National Family Health Survey-5
Background: The global population continues to rise at different rates in different parts of the world. While some countries are seeing a fast population increase, others are experiencing population loss. Significant ramifications of such changes in the global population distribution would be felt, as they are critical for meeting the Sustainable Development Goals (SDGs), or we might say that rapid population expansion poses obstacles to sustainable development. Estimating the population size and composition by age, sex, and other demographic parameters is crucial for analyzing the country’s future influence on poverty, sustainability, and development. This study tries to look at these parameters covered by the National Family Health Survey- 5 (NFHS 5) to see how accurate and trustworthy the predictors of district population size are. Methodology: The study assessed the predictors of the population size of any district. It was conducted using the secondary data of phase 1 of NFHS-5. The outcome variable is the population of each district. Household profiles, literacy among women, their marriage and fertility, contraceptive usage, and unmet need for family planning were considered to assess their potential as a predictor of the district’s population size. Principal component analysis (PCA) was conducted to identify the predictors. Result: PCA was conducted on 18 variables, resulting in 7 principal components. Cumulatively, these components explained 77.6% of the total variation in data. On multiple linear regression, four principal components were found significant and these were related to women’s literacy, contraceptive usage, early pregnancy, the marriage of fewer than 18 years, and those using health insurance. Conclusion: Thus, women’s literacy plays a pivotal role in determining a region’s population size.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Indian Journal of Community Health
Indian Journal of Community Health PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
0.60
自引率
0.00%
发文量
89
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信