{"title":"Unveiling Spatial Heterogeneity: A Study of Diverse Child Immunization Indicators Across Indian Districts","authors":"Tiken Das","doi":"10.1007/s12187-024-10135-4","DOIUrl":null,"url":null,"abstract":"<p>This paper explores the spatial variation and determinants of child immunization coverage across districts in India by using the data of National Family Health Survey- 5. Previous studies have not adequately addressed regional differences in vaccination rates and underlying factors at the district level. The present study aims to fill this gap using sophisticated geostatistical techniques, with a special focus on full immunization, Bacillus Calmette Guerin, diphtheria-pertussis-tetanus, polio, and measles vaccines. The spatial distribution of immunization coverage across districts is analyzed, with three coverage categories: low, medium, and high. Economically disadvantaged states like Assam, Bihar, and Uttar Pradesh, as well as relatively affluent states, show varied coverage rates. This study examines the impact of the multiple determinants on immunization coverage, encompassing factors such as maternal and child health services, out-of-pocket expenditure, maternal education, and rates of institutional birth. Spatial autocorrelation is assessed using univariate Moran’s I, identifying clusters of high and low coverage. The study uses spatial regression models, spatial lag and spatial error, to account for spatial dependencies in the data. Significant factors positively associated with vaccination coverage include breastfeeding children with adequate diets, mother and child protection cards, maternal antenatal care, neonatal tetanus and postnatal care. However, out-of-pocket expenditure, health insurance, and women’s education exhibit limited impact on coverage. The findings of the current study emphasize the spatially dependent nature of childhood immunization coverage, revealing crucial determinants that influence regional variation and could guide targeted interventions for improved vaccination rates.</p>","PeriodicalId":47682,"journal":{"name":"Child Indicators Research","volume":"48 1","pages":""},"PeriodicalIF":2.0000,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Child Indicators Research","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1007/s12187-024-10135-4","RegionNum":3,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SOCIAL SCIENCES, INTERDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
This paper explores the spatial variation and determinants of child immunization coverage across districts in India by using the data of National Family Health Survey- 5. Previous studies have not adequately addressed regional differences in vaccination rates and underlying factors at the district level. The present study aims to fill this gap using sophisticated geostatistical techniques, with a special focus on full immunization, Bacillus Calmette Guerin, diphtheria-pertussis-tetanus, polio, and measles vaccines. The spatial distribution of immunization coverage across districts is analyzed, with three coverage categories: low, medium, and high. Economically disadvantaged states like Assam, Bihar, and Uttar Pradesh, as well as relatively affluent states, show varied coverage rates. This study examines the impact of the multiple determinants on immunization coverage, encompassing factors such as maternal and child health services, out-of-pocket expenditure, maternal education, and rates of institutional birth. Spatial autocorrelation is assessed using univariate Moran’s I, identifying clusters of high and low coverage. The study uses spatial regression models, spatial lag and spatial error, to account for spatial dependencies in the data. Significant factors positively associated with vaccination coverage include breastfeeding children with adequate diets, mother and child protection cards, maternal antenatal care, neonatal tetanus and postnatal care. However, out-of-pocket expenditure, health insurance, and women’s education exhibit limited impact on coverage. The findings of the current study emphasize the spatially dependent nature of childhood immunization coverage, revealing crucial determinants that influence regional variation and could guide targeted interventions for improved vaccination rates.
本文利用第五次全国家庭健康调查的数据,探讨了印度各地区儿童免疫接种覆盖率的空间差异和决定因素。以往的研究并没有充分探讨各地区在疫苗接种率方面的差异以及地区层面的潜在因素。本研究旨在利用复杂的地理统计技术填补这一空白,特别关注全面免疫、卡介苗、白喉-百日咳-破伤风、脊髓灰质炎和麻疹疫苗。分析了各地区免疫接种覆盖率的空间分布,分为低、中、高三个覆盖率类别。阿萨姆邦、比哈尔邦和北方邦等经济落后的邦以及相对富裕的邦显示出不同的覆盖率。本研究探讨了多种决定因素对免疫接种覆盖率的影响,包括妇幼保健服务、自付支出、孕产妇教育和住院分娩率等因素。使用单变量莫兰 I 评估了空间自相关性,确定了高覆盖率和低覆盖率群组。研究使用空间回归模型、空间滞后和空间误差来解释数据的空间依赖性。与疫苗接种覆盖率呈正相关的重要因素包括:母乳喂养儿童且饮食充足、母婴保护卡、产妇产前护理、新生儿破伤风和产后护理。然而,自付支出、医疗保险和妇女受教育程度对覆盖率的影响有限。本研究的结果强调了儿童免疫接种覆盖率的空间依赖性,揭示了影响地区差异的关键决定因素,并可指导采取有针对性的干预措施以提高疫苗接种率。
期刊介绍:
Child Indicators Research is an international, peer-reviewed quarterly that focuses on measurements and indicators of children''s well-being, and their usage within multiple domains and in diverse cultures. The Journal will present measures and data resources, analysis of the data, exploration of theoretical issues, and information about the status of children, as well as the implementation of this information in policy and practice. It explores how child indicators can be used to improve the development and well-being of children. Child Indicators Research will provide a unique, applied perspective, by presenting a variety of analytical models, different perspectives, and a range of social policy regimes. The Journal will break through the current ‘isolation’ of academicians, researchers and practitioners and serve as a ‘natural habitat’ for anyone interested in child indicators. Unique and exclusive, the Journal will be a source of high quality, policy impact and rigorous scientific papers. Readership: academicians, researchers, government officials, data collectors, providers of funding, practitioners, and journalists who have an interest in children’s well-being issues.