NFHS-5

NFHS - 5
  • 文章类型: Journal Article
    背景:亲密伴侣暴力(IPV)可以描述为性别不平等导致的侵犯人权行为。它已成为发展中国家和工业化国家社会的当代问题,是长期发展的障碍。这项研究评估了妇女赋权状况中IPV及其变体的患病率,并确定了相关的社会人口统计学参数,链接到IPV。
    方法:本研究基于印度全国家庭健康调查(NFHS)的数据,2019-21是一项全国性调查,提供有关健康和家庭福利的科学数据。在各种社会和人口阶层中估计IPV的患病率。Pearson卡方检验用于估计每个可能的协变量与IPV之间的关联强度。显著相关的协变量(来自单变量逻辑回归)通过单独的双变量逻辑模型进一步分析IPV的每个组成部分,viz-a-viz性,情感,伴侣的身体和严重暴力。
    结果:被授权女性中IPV的患病率为26.21%。在那些经历过IPV的人中,三分之二(60%)面临身体暴力。与高度授权的女性相比,权力较低的女性面临情感虐待的可能性要高出74%。伴侣的酒精消费被确定为极大地归因于任何形式的暴力,包括性暴力[AOR:3.28(2.83-3.81)]。
    结论:我们的研究发现,与更有能力的女性相比,能力较弱的女性会经历各种形式的IPV。政府和其他利益攸关方应作出更多努力,通过改善教育来促进妇女赋权,自主性和决策能力。
    BACKGROUND: Intimate partner violence (IPV) can be described as a violation of human rights that results from gender inequality. It has arisen as a contemporary issue in societies from both developing and industrialized countries and an impediment to long-term development. This study evaluates the prevalence of IPV and its variants among the empowerment status of women and identify the associated sociodemographic parameters, linked to IPV.
    METHODS: This study is based on data from the National Family Health Survey (NFHS) of India, 2019-21 a nationwide survey that provides scientific data on health and family welfare. Prevalence of IPV were estimated among variouss social and demographic strata. Pearson chi-square test was used to estimate the strength of association between each possible covariate and IPV. Significantly associated covariates (from univariate logistic regression) were further analyzed through separate bivariate logistic models for each of the components of IPV, viz-a-viz sexual, emotional, physical and severe violence of the partners.
    RESULTS: The prevalence of IPV among empowered women was found to be 26.21%. Among those who had experienced IPV, two-thirds (60%) were faced the physical violence. When compared to highly empowered women, less empowered women were 74% more likely to face emotional abuse. Alcohol consumption by a partner was established to be attributing immensely for any kind of violence, including sexual violence [AOR: 3.28 (2.83-3.81)].
    CONCLUSIONS: Our research found that less empowered women experience all forms of IPV compared to more empowered women. More efforts should to taken by government and other stakeholders to promote women empowerment by improving education, autonomy and decision-making ability.
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  • 文章类型: Journal Article
    背景:生殖的利用,产妇,在印度的预定部落(ST)中,新生儿和儿童健康(RMNCH)服务仍然低于该国其他人口。由于其社会地位的交集,部落人口中最贫穷和受教育程度最低的家庭进一步被拒绝获得RMNCH护理,财富,和教育水平。该研究分析了奥里萨邦和贾坎德邦的ST人口中RMNCH服务利用中与财富和教育相关的不平等。
    方法:我们构建了两个总结措施,即,共同覆盖指标和修改后的综合覆盖指数(CC),确定奥里萨邦和贾坎德邦ST人口中与财富和教育相关的RMNCH指标利用的不平等。通过使用不平等斜率指数(SII)和不平等相对指数(RII)来估算ST人口中财富和教育方面的绝对和相对不平等。
    结果:研究结果突出表明,受教育程度较高、属于较富裕家庭的女性更容易获得RMNCH服务。共同覆盖指标和修改后的CCI中的SII和RII值在奥里萨邦的NFHS-4(2015-16)和NFHS-5(2019-21)之间表现出与财富相关的不平等增加,而在贾坎德邦,与财富和教育相关的绝对和相对不平等现象在2016年至2021年之间有所减少。指标中,疫苗的利用率很高,而产前护理中心的访视和维生素A补充剂的摄取应得到改善。
    结论:研究结果强调迫切需要有针对性的政策和干预措施,以解决ST社区在获得RMNCH服务方面的不平等问题。一种考虑社会经济的多维方法,在制定卫生政策以减少获得医疗保健的不平等时,应采用影响医疗保健的文化和地理因素。
    BACKGROUND: The utilisation of Reproductive, Maternal, Newborn and Child Health (RMNCH) services remains lower among the Scheduled Tribes (ST) in India than among the rest of the country\'s population. The tribal population\'s poorest and least-educated households are further denied access to RMNCH care due to the intersection of their social status, wealth, and education levels. The study analyses the wealth- and education-related inequalities in the utilisation of RMNCH services within the ST population in Odisha and Jharkhand.
    METHODS: We have constructed two summary measures, namely, the Co-coverage indicator and a modified Composite Coverage Index (CC), to determine wealth- and education-related inequalities in the utilisation of RMNCH indicators within the ST population in Odisha and Jharkhand. The absolute and relative inequalities with respect to wealth and education within the ST population are estimated by employing the Slope Index of Inequality (SII) and the Relative Index of Inequality (RII).
    RESULTS: The results of the study highlight that access to RMNCH services is easier for women who are better educated and belong to wealthier households. The SII and RII values in the co-coverage indicator and modified CCI exhibit an increase in wealth-related inequalities in Odisha between NFHS-4 (2015-16) and NFHS-5 (2019-21) whereas in Jharkhand, the wealth- and education-related absolute and relative inequalities present a reduction between 2016 and 2021. Among the indicators, utilisation of vaccination was high, while the uptake of Antenatal Care Centre Visits and Vitamin A supplementation should be improved.
    CONCLUSIONS: The study results underscore the urgent need of targeted policies and interventions to address the inequalities in accessing RMNCH services among ST communities. A multi-dimensional approach that considers the socioeconomic, cultural and geographical factors affecting healthcare should be adopted while formulating health policies to reduce inequalities in access to healthcare.
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  • 文章类型: Journal Article
    贫血严重影响身体和精神能力,增加健康风险,并降低生活质量和工作能力。它是不良妊娠结局和孕产妇死亡的主要原因,尤其是在像印度这样的发展中国家,国家家庭和健康调查(NFHS-4)(2015-16)和NFHS-5(2019-21)的最新贫血数据表明,贫血人数大幅上升。贫血是营养不良和健康的标志,和社会经济因素,如性别规范,种族,收入,和生活条件影响其影响。因此,贫血对社会不同阶层的影响存在差异。然而,关于健康不平等和贫血的现有研究通常采用社会权力的单轴分析框架。这些研究是在假设性别,经济类,种族,种姓和种姓是固有的不同和相互排斥的类别,无法提供对贫血患病率的全面了解。因此,该研究采用了交叉性的理论框架,并使用双变量交叉表格和二元逻辑回归模型分析了NFHS-5(2019-21)数据,以了解性别,类,种姓,和居住地与贫血的患病率有关。结果表明,附表部落(ST)和附表种姓(SC)的妇女分担了不成比例的贫血负担。这项研究证实,经济阶层和性别,地理位置,教育水平,和体重指数显著决定了贫血的患病率。经济边缘化并居住在贫困严重的农村地区的ST和SC妇女,排除,与其他人群相比,营养不良的贫血患病率更高。因此,研究表明,种姓等多种因素的交叉,类,性别,和居住地显著决定了“谁在印度贫血”。
    Anaemia severely impacts physical and mental abilities, raises health risks, and diminishes the quality of life and work capacity. It is a leading cause of adverse pregnancy outcomes and maternal mortality, especially in developing nations like India, where recent data on anaemia from National Family and Health Survey (NFHS-4) (2015-16) and NFHS-5 (2019-21) indicate a tremendous rise. Anaemia is a marker of poor nutrition and health, and socio-economic factors such as gender norms, race, income, and living conditions influence its impact. As a result, there are disparities in how anaemia affects different segments of society. However, existing research on health inequity and anaemia often employs a single-axis analytical framework of social power. These studies operate under the assumption that gender, economic class, ethnicity, and caste are inherently distinct and mutually exclusive categories and fail to provide a comprehensive understanding of anaemia prevalence. Therefore, the study has adopted the theoretical framework of intersectionality and analysed the NFHS-5 (2019-21) data using bivariate cross-tabulations and binary logistic regression models to understand how gender, class, caste, and place of residence are associated with the prevalence of anaemia. The results suggest that the women of Scheduled Tribes (ST) and Scheduled Castes (SC) share a disproportionate burden of anaemia. This study confirms that economic class and gender, geographical location, level of education, and body mass index significantly determine the prevalence of anaemia. The ST and SC women who are economically marginalised and reside in rural areas with high levels of poverty, exclusion, and poor nutritional status have a higher prevalence of anaemia than other population groups. Thus, the study suggests that intersections of multiple factors such as caste, class, gender, and place of residence significantly determine \'who is anaemic in India\'.
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  • 文章类型: Journal Article
    机构分娩确保在有利环境中在熟练的医疗保健人员的监督下进行分娩。对于像印度这样的国家,新生儿和产妇死亡率高,实现机构分娩的100%覆盖率是首要政策优先事项。在这方面,公共卫生机构发挥着关键作用,鉴于他们仍然是大多数人的首选,由于现有的医疗保健障碍。虽然这一领域的研究集中在私营医疗机构,有有限的研究,尤其是在印度的背景下,看看公共卫生设施中机构出生的推动者。在这项研究中,我们希望确定印度公共卫生机构机构出生的重要预测因素。
    我们依靠全国家庭健康调查(NFHS-5)概况数据进行分析。在这项研究中,我们的因变量(DV)是公共卫生机构中机构出生的百分比。我们首先使用Welch的t检验来确定城市和农村地区在DV方面是否存在任何显着差异。然后,我们使用多元线性回归和偏F检验来确定预测DV变化的最佳拟合模型。我们在这项研究中生成了两个模型,并使用Akaike的信息标准(AIC)和调整后的R2值来确定最佳拟合模型。
    我们发现,在公共卫生设施中机构出生的平均百分比方面,城乡之间没有显着差异(P=0.02,α=0.05)。最佳拟合模型是具有中等效应大小(Adjusted2=0.35)和AIC为179.93的交互模型,低于竞争模型(AIC=183.56)。我们发现家庭健康保险(β=-0.29)和在熟练的医疗保健人员(β=-0.56)的监督下进行的家庭分娩是印度公共设施中机构出生的重要预测因素。此外,我们观察到低体重指数(BMI)和肥胖对DV有协同影响。我们的发现表明,低BMI与肥胖之间的相互作用对印度公共卫生机构的机构出生有很大的负面影响(β=-0.61)。
    为家庭提供健康保险可能不会提高印度公共卫生设施的利用率。在公共医疗服务存在其他障碍的地方。因此,重要的是要考虑将现有的获取障碍降至最低的干预措施。虽然从政策角度来看,最终目标应该是长期实现机构分娩的100%覆盖率,在印度的背景下,短期战略是有意义的,特别是管理在机构之外的分娩过程中出现的并发症。
    UNASSIGNED: Institutional births ensure deliveries happen under the supervision of skilled healthcare personnel in an enabling environment. For countries like India, with high neonatal and maternal mortalities, achieving 100% coverage of institutional births is a top policy priority. In this respect, public health institutions have a key role, given that they remain the preferred choice by most of the population, owing to the existing barriers to healthcare access. While research in this domain has focused on private health institutions, there are limited studies, especially in the Indian context, that look at the enablers of institutional births in public health facilities. In this study, we look to identify the significant predictors of institutional birth in public health facilities in India.
    UNASSIGNED: We rely on the National Family Health Survey (NFHS-5) factsheet data for analysis. Our dependent variable (DV) in this study is the % of institutional births in public health facilities. We first use Welch\'s t-test to determine if there is any significant difference between urban and rural areas in terms of the DV. We then use multiple linear regression and partial F-test to identify the best-fit model that predicts the variation in the DV. We generate two models in this study and use Akaike\'s Information Criterion (AIC) and adjusted R2 values to identify the best-fit model.
    UNASSIGNED: We find no significant difference between urban and rural areas (P = 0.02, α =0.05) regarding the mean % of institutional births in public health facilities. The best-fit model is an interaction model with a moderate effect size (Adjusted2 = 0.35) and an AIC of 179.93, lower than the competitive model (AIC = 183.56). We find household health insurance (β = -0.29) and homebirth conducted under the supervision of skilled healthcare personnel (β = -0.56) to be significant predictors of institutional births in public facilities in India. Additionally, we observe low body mass index (BMI) and obesity to have a synergistic impact on the DV. Our findings show that the interaction between low BMI and obesity has a strong negative influence (β = -0.61) on institutional births in public health facilities in India.
    UNASSIGNED: Providing households with health insurance coverage may not improve the utilisation of public health facilities for deliveries in India, where other barriers to public healthcare access exist. Therefore, it is important to look at interventions that minimise the existing barriers to access. While the ultimate objective from a policy perspective should be achieving 100% coverage of institutional births in the long run, a short-term strategy makes sense in the Indian context, especially to manage the complications arising during births outside an institutional setting.
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  • 文章类型: Journal Article
    月经卫生是印度城市少女的关键公共卫生问题。然而,关于这个问题的研究很少,特别是在全国范围内。据我们所知,这项研究与以前的研究有所不同,因为印度以前的大多数调查都集中在农村地区,已婚个体,以及年龄在15到24岁之间的人。因此,这项研究旨在通过调查与在印度城市青春期女孩(15-19岁)月经期间独家使用卫生方法相关的因素来填补这一空白。
    这项分析包括来自全国家庭健康调查5(NFHS-5)的25136个样本。已使用二元逻辑回归模型来确定青春期女孩独家使用卫生方法的相关因素。
    多变量模型的结果表明,高等教育水平与月经卫生管理产品的使用之间存在显着正相关(AOR:1.860;95%CI:1.418-2.439),(AOR:2.110;95%CI:1.553-2.867)。此外,财富较高的五分之一人口的个人更有可能使用MHM产品,最富有的五分之一显示出最高的可能性(AOR:5.310;95%CI:4.494-6.275)。参加电影或剧院等文化活动与MHM产品利用率呈正相关(AOR:1.338;95%CI:1.181-1.517)。相反,缺乏卫生设施与MHM产品利用率呈负相关(AOR:0.742;95%CI:0.628-0.877)。穆斯林女孩的几率低于印度教徒(AOR:0.576;95%CI:0.520-0.637)。区域差异明显,与西方(AOR:0.879;95%CI:0.759-1.019),东部(AOR:0.747;95%CI:0.654-0.854),中央(AOR:0.349;95%CI:0.313-0.388),和东北地区(AOR:0.597;95%CI:0.490-0.727)显示,与南部地区相比,MHM产品使用的几率降低。与预定种姓相比,一般种姓的几率更高(AOR:1.255,95%CI:1.103-1.429),而其他落后种姓的几率较低(AOR:0.858,95%CI:0.771-0.955)。
    这些发现强调了解决印度城市少女在获得月经卫生产品方面的不平等的重要性。有针对性的干预措施和教育计划对于确保公平获得并促进整体健康和福祉至关重要。
    UNASSIGNED: Menstrual hygiene is a critical public health concern for adolescent girls in urban India. However, there is a paucity of research on this subject, particularly on a national scale. To the best of our knowledge, this study diverges from previous research, as the majority of prior investigations in India have centered on rural locales, married individuals, and those aged between 15 and 24 years. Thus, this study aims to fill this gap by investigating the factors associated with the exclusive use of hygienic methods during menstruation among urban adolescent girls (15-19 years) in India.
    UNASSIGNED: A total of 25136 samples were included in this analysis from the National Family Health Survey 5 (NFHS-5). The Binary logistic regression model has been administered to determine the associated factors of the exclusive use of hygienic methods among adolescent girls.
    UNASSIGNED: The results of the multivariate model revealed significant positive associations between higher education levels and usage of menstrual hygiene management products (AOR: 1.860; 95 % CI: 1.418-2.439), (AOR: 2.110; 95 % CI: 1.553-2.867). Additionally, individuals in higher wealth quintiles were more likely to use MHM products, with the richest quintile showing the highest likelihood (AOR: 5.310; 95 % CI: 4.494-6.275). Attendance at cultural events such as cinema or theater was positively associated with MHM product utilization (AOR: 1.338; 95 % CI: 1.181-1.517).Conversely, Lack of access to sanitation facilities was inversely associated with MHM product utilization (AOR: 0.742; 95 % CI: 0.628-0.877). Muslim girls had lower odds than Hindus (AOR: 0.576; 95 % CI: 0.520-0.637). Substantial regional variations were evident, with the Western (AOR: 0.879; 95 % CI: 0.759-1.019), Eastern (AOR: 0.747; 95 % CI: 0.654-0.854), Central (AOR: 0.349; 95 % CI: 0.313-0.388), and North-eastern regions (AOR: 0.597; 95 % CI: 0.490-0.727) displaying diminished odds of MHM product usage relative to the southern region. General caste had higher odds compared to scheduled caste (AOR: 1.255, 95 % CI: 1.103-1.429), while other backward caste had lower odds (AOR: 0.858, 95 % CI: 0.771-0.955).
    UNASSIGNED: These findings underscore the importance of addressing inequalities in access to menstrual hygiene products among urban adolescent girls in India. Targeted interventions and educational programs are essential to ensure equitable access and promote overall health and well-being.
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  • 文章类型: Journal Article
    印度政府于2006年推出了认可的社会健康活动家(ASHA)计划,以将边缘化社区与卫生系统联系起来。ASHAs的任务是通过上门提供服务来增加现代避孕方法的普及。目前没有证据表明ASHAs对国家一级采取避孕方法的影响。本文使用印度2019-21年收集的具有全国代表性的国家和家庭健康调查数据,研究了ASHA对现代避孕方法的影响。进行了多水平逻辑回归分析,以确定与ASHA接触对现代避孕方法吸收的影响,控制区域变异性和社会人口统计学变量。数据提供了强有力的证据,表明ASHAs成功地增加了现代避孕药具的使用。与没有接触的女性相比,接触ASHAs的女性成为现代避孕药的当前使用者的可能性是其两倍。即使在控制了家庭和个人特征之后。然而,全国只有28.1%的女性报告最近与ASHA工作者有过接触.ASHA计划应仍然是印度政府战略的核心,并应得到加强,以实现普及现代避孕药具并在2030年前实现可持续发展目标。
    The government of India introduced the Accredited Social Health Activist (ASHA) programme in 2006 to connect marginalised communities to the health system. ASHAs are mandated to increase the uptake of modern contraception through the doorstep provision of services. There is currently no evidence on the impact of ASHAs on the uptake of contraception at the national level. This paper examines the impact of ASHAs on the uptake of modern contraception using nationally representative National and Family Health Survey data collected in 2019-21 in India. A multilevel logistic regression analysis was performed to determine the effect of contact with ASHAs on the uptake of modern contraception, controlling for regional variability and socio-demographic variables. The data provide strong evidence that ASHAs have succeeded in increasing modern contraceptive use. Women exposed to ASHAs had twice the odds of being current users of modern contraception compared to those with no contact, even after controlling for household and individual characteristics. However, only 28.1% of women nationally reported recent contact with ASHA workers. The ASHA programme should remain central to the strategy of the government of India and should be strengthened to achieve universal access to modern contraception and meet sustainable development goals by 2030.
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  • 文章类型: Journal Article
    背景:大约10%的非传染性疾病(NCDs)可归因于高血压。城市高血压患病率稳步上升,农村,和部落人口一样。在弱势群体中,高血压的发病率越来越高;然而,缺乏针对印第安部落内高血压风险的研究。本研究旨在评估部落中高血压的汇总患病率和高血压的危险因素。
    方法:本研究使用印度全国家庭健康调查(NFHS-5)第五阶段的数据,覆盖636,699户2,843,917人。共有69176人属于15至49岁的部落社区,包括男性和女性,已被纳入我们的研究。这项研究利用了双变量和多变量二元逻辑回归分析,使用R统计软件进行。
    结果:在15至49岁之间的69,176个部落人口中,高血压的总患病率为12.54%(8676/69176;95%CI,12.29%,12.79%)。男性高血压患病率为16.4%,女性为12.07%。年龄,性别,教育,婚姻状况,吸烟,并且发现饮酒是部落中高血压的重要预测因子。
    结论:印第安部落中高血压的患病率和潜在危险的上升凸显了他们的流行病学转变,其负担重大的心脏代谢健康问题,需要及时和持续的监测和监督。
    BACKGROUND: Approximately 10% of non-communicable diseases (NCDs) can be attributed to hypertension. The prevalence of hypertension is steadily increasing among urban, rural, and tribal populations alike. There has been a growing incidence of hypertension within underprivileged groups; however, there is a scarcity of research focusing on the risks of hypertension within Indian tribes. The current study aimed to estimate the pooled prevalence of hypertension among tribes and the risk factors of hypertension.
    METHODS: This study uses data from the fifth phase of the National Family Health Survey (NFHS-5) in India, covering 2,843,917 individuals in 636,699 households. A total of 69,176 individuals belonging to tribal communities aged between 15 and 49, encompassing both males and females, have been incorporated into our study. The study utilized bivariate and multivariable binary logistic regression analyses, which were conducted using the R statistical software.
    RESULTS: Among 69,176 tribal populations between 15 and 49 years, the overall prevalence of hypertension was 12.54% (8676/69176; 95% CI, 12.29%, 12.79%). The prevalence of hypertension among males was 16.4% and 12.07% among females. Age, gender, education, marital status, smoking, and alcohol consumption were found to be the significant predictors of hypertension among tribes.
    CONCLUSIONS: The rising prevalence and potential dangers of hypertension within Indian tribes highlight their epidemiological transition burdened by significant cardiometabolic health concerns, necessitating prompt and ongoing monitoring and surveillance.
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  • 文章类型: Journal Article
    背景:洪水等频繁的自然灾害对印度构成了重大威胁,对公共卫生有重大影响。低出生体重(LBW)是一个重要的全球健康问题,导致新生儿死亡。然而,洪水和LBW之间的联系仍未得到充分探索。这项研究旨在通过使用地理空间方法调查印度洪水灾害与LBW之间的关联来解决这一差距。通过分析来自全国家庭健康调查(NFHS-5)和洪水分区图的数据,这项研究旨在揭示这种关联的空间动态,提供对不同地理区域洪水对出生体重影响的见解。
    方法:该研究使用了第五轮NFHS数据,2019-21年,涉及通过多阶段分层抽样技术选出的202,194名儿童。2019年印度脆弱性地图集还被用来将区域划分为洪水或非洪水区。来自NFHS-5的出生体重数据分为三组:非常低,低,和正常出生体重(VLBW,LBW和NBW)。控制变量,包括洪水暴露,社会人口属性,考虑了地理区域。采用双变量分析和多项logistic回归进行统计分析。空间分析涉及Moran的I统计和地理加权回归,以探索印度洪水与出生体重之间关联的空间动态。
    结果:洪水主要影响印度的下喜马拉雅带和西部沿海地区。受洪水影响地区的VLBW和LBW婴儿比例较高。地下水的使用和未改善的卫生条件与较高的VLBW和LBW风险相关。性,财富,母亲教育,住宅类型,和地理区域显着影响出生体重。多项逻辑回归显示,在受洪水影响的地区,LBW和VLBW的风险分别增加了8%和27%。LISA聚类图确定了LBW和洪水的高风险区域。地理加权回归强调了LBW发生的52%的变化可归因于洪水灾害的影响。来自最贫穷财富背景并遭受洪水灾害的家庭分娩低体重婴儿的可能性增加了5%,与来自相同经济背景但不受洪水影响的同行形成鲜明对比。
    结论:洪水和LBW之间的显著关联强调了强有力的备灾和公共卫生战略的重要性。通过解开洪水引起的LBW差异的空间复杂性,这项研究为促进更健康的分娩结果和降低儿童死亡率提供了有价值的见解,特别是在洪水多发地区。这些发现强调了应对环境挑战和社会经济不平等的整体政策对保护全国母婴健康的重要性。
    BACKGROUND: Frequent natural disasters like floods pose a major threat to India, with significant implications for public health. Low birth weight (LBW) is a critical global health concern, contributing to neonatal mortality. However, the association between floods and LBW remains underexplored. This study aims to address this gap by investigating the association between flood hazards and LBW in India using a geospatial approach. By analyzing data from the National Family Health Survey (NFHS-5) and flood zonation maps, the study aims to uncover the spatial dynamics of this association, offering insights into the implications of floods on birth weight across diverse geographical regions.
    METHODS: The study used the fifth round of NFHS data, 2019-21, which involved 202,194 children selected through a multi-stage stratified sampling technique. The Vulnerability Atlas of India 2019 maps were also utilized to classify areas as flood or non-flood zones. Birth weight data from the NFHS-5 were categorized into three groups: very low, low, and normal birth weight (VLBW, LBW and NBW). Control variables including flood exposure, socio-demographic attributes, and geographic region were considered. Bivariate analysis and multinomial logistic regression were employed for statistical analysis. The spatial analysis involved Moran\'s I statistics and Geographically Weighted Regression to explore spatial dynamics of the association between floods and birth weight in India.
    RESULTS: Floods predominantly affect India\'s lower Himalayan belts and western coastal regions. Flood-affected areas show higher proportions of VLBW and LBW infants. Groundwater usage and unimproved sanitation are associated with higher risk of VLBW and LBW. Sex, wealth, maternal education, residence type, and geographic region significantly influence birth weights. Multinomial logistic regression reveals 8 % and 27 % higher risks for LBW and VLBW in flood-affected regions. LISA cluster maps identify high-risk areas for both LBW and floods. Geographically Weighted Regression highlights 52 % of the variability in LBW occurrences can be attributed to the influence of flood hazards. Families hailing from the poorest wealth background and exposed to flood hazards bear a 5 % heightened likelihood of delivering LBW infants, in stark contrast to their counterparts from the same economic background yet unaffected by floods.
    CONCLUSIONS: The significant association between floods and LBW underscores the importance of robust disaster preparedness and public health strategies. By unraveling the spatial intricacies of flood-induced LBW disparities, this research provides valuable insights for promoting healthier birth outcomes and reducing child mortality rates, particularly in flood-prone regions. These findings emphasize the importance of holistic policies that address both environmental challenges and socioeconomic inequalities to safeguard maternal and infant health across the nation.
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  • 文章类型: Journal Article
    关于现代避孕方法的各种研究的证据表明,使用差异很大。本研究旨在估计印度育龄期(15-49岁)妇女使用临时现代避孕药具的程度和决定因素。我们使用STATA软件中的“svyset”命令分析了全国家庭健康调查5数据。现代避孕利用是使用加权流行率估计的,其相关性通过多变量回归分析,通过报告校正患病率比(aPR)和95%置信区间(CI)进行评估.采用QGIS3.2.1软件对不同临时现代避孕药具进行空间分析。359,825名受访者的平均年龄(SD)为31.6(8.5)岁,其中75.1%(n=270,311)和49.2%(n=177,165)来自农村地区,并已完成中学教育,分别。现代临时避孕的总体使用率为66.1%[95CI:65.90-66.35,n=237,953]。Multigravida(vs.nulligravida)[aPR=2.13(1.98-2.30)],丈夫的高等教育(vs.未受过教育)[aPR=1.20(1.14-1.27)],城市(vs.农村)[aPR=1.06(1.03-1.10)],每周看电视少于一次(vs.一点也不)[aPR=1.04(1.01-1.08)],离婚(vs.已婚)[APR=0.65(0.45-0.94)],和预定部落(ST)(vs.未保留)[aPR=0.92(0.88-0.96)]是显着的独立决定因素。男性避孕套使用率最高,IUCD,药丸和注射剂在喜马al尔邦(86%),那加兰(64%),Tripura(85%),拉达克(20%)分别。印度每10名育龄(15-49岁)妇女中,六个是使用临时现代避孕方法。应该计划更多的干预策略,考虑到像Gravida这样的因素,教育,residence,促进健康和种姓,以达到更替生育水平。
    Evidence from various studies on modern contraceptive methods shows that the utilization varies greatly. The present study aimed to estimate the magnitude and determinants for temporary modern contraceptive utilization among reproductive-aged (15-49 years) women in India. We analysed National Family Health Survey-5 data using the \"svyset\" command in STATA software. Modern contraception utilization was estimated using the weighted prevalence, and its correlates were assessed by multivariable regression by reporting an adjusted prevalence ratio (aPR) with 95% confidence interval (CI). QGIS 3.2.1 software was used for spatial analysis of different temporary modern contraceptives. The mean (SD) age of 359,825 respondents was 31.6 (8.5) years with 75.1% (n = 270,311) and 49.2% (n = 177,165) of them being from rural area and having completed education up to secondary school, respectively. The overall utilization of modern temporary contraception was 66.1% [95%CI: 65.90-66.35, n = 237,953]. Multigravida (vs. nulligravida) [aPR = 2.13 (1.98-2.30)], higher education of husband (vs. not educated) [aPR = 1.20 (1.14-1.27)], urban (vs. rural) [aPR = 1.06 (1.03-1.10)], watching television less than once a week (vs. not at all) [aPR = 1.04 (1.01-1.08)], divorced (vs. married) [aPR = 0.65 (0.45-0.94)], and Scheduled Tribe (ST) (vs. unreserved) [aPR = 0.92 (0.88-0.96)] were significant independent determinants. The highest utilization of male condoms, IUCDs, pills and injections were in Himachal Pradesh (86%), Nagaland (64%), Tripura (85%), and Ladakh (20%), respectively. Out of every ten reproductive-aged (15-49 years) women in India, six are using temporary modern contraceptive methods. More intervention strategies should be planned, considering factors like gravida, education, residence, health promotion and caste to attain replacement fertility level.
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  • 文章类型: Journal Article
    背景:印度剖腹产的患病率从2006年的17.2%增加到2021年的21.5%。这项研究调查了泰米尔纳德邦(TN)和恰蒂斯加尔邦(CG)的剖腹产患病率变化以及与这些变化相关的因素。
    方法:按剖腹产作为结果变量和几个人口统计变量,社会经济,和临床变量被视为解释变量,以从国家家庭健康调查(NFHS-4;2015-16和NFHS-5;2019-21)的单位水平数据中得出推论.描述性统计,双变量百分比分布,皮尔森卡方检验,采用多元二元逻辑回归模型。不平等斜率指数(SII)和集中指数(CIX)用于分析公共和私营部门机构财富五分位数之间的剖腹产率的绝对和相对不平等。
    结果:印度各地剖腹产的患病率增加,TN和CG尽管研究参与者的妊娠并发症减少。超重妇女剖腹产的几率是体重不足妇女的两倍(OR=2.11;95%CI1.95-2.29;NFHS-5)。35-49岁的女性剖腹产的可能性也是15-24岁的女性的两倍(OR=2.10;95%CI1.92-2.29;NFHS-5)。在印度,在私人医疗机构分娩的女性剖腹产的几率几乎高出四倍(OR=3.90;95%CI3.74-4.06;NFHS-5);在CG中,几率接近十倍(OR=9.57;95%CI:7.51,12.20;NFHS-5);在TN,与在公共设施中提供服务相比,近三倍(OR=2.65;95%CI-2.27-3.10;NFHS-5)。在公共设施中,截至2021年,印度剖腹产患病率和CG中财富五分位数的绝对不平等在五年内有所增加,这表明富人越来越多地通过剖腹产交付。在私人设施中,在印度,穷人(最低的两个五分之一)和非穷人之间剖腹产患病率的差距缩小了。在TN,这种模式在2021年发生了逆转,令人震惊的是,73%的穷人通过剖腹产分娩,相比之下,64%的穷人被归类为非穷人。
    结论:医疗机构的类型(公立或私立)对是否通过剖腹产的影响最大。在印度和CG,富人更有可能剖腹产,在私营部门和公共部门。在TN,一个总体健康指标良好的州,令人惊讶的是,穷人更有可能在私营部门接受剖腹产。虽然这种反转的原因并不明显,这些影响令人担忧,并对公共卫生政策提出了挑战.
    BACKGROUND: The prevalence of C-sections in India increased from 17.2% to 2006 to 21.5% in 2021. This study examines the variations in C-section prevalence and the factors correlating to these variations in Tamil Nadu (TN) and Chhattisgarh (CG).
    METHODS: Delivery by C-section as the outcome variable and several demographic, socio-economic, and clinical variables were considered as explanatory variables to draw inferences from unit-level data from the National Family Health Survey (NFHS-4; 2015-16 and NFHS-5; 2019-21). Descriptive statistics, bivariate percentage distribution, Pearson\'s Chi-square test, and multivariate binary logistic regression models were employed. The Slope Index of Inequality (SII) and the Concentration Index (CIX) were used to analyse absolute and relative inequality in C-section rates across wealth quintiles in public- and private-sector institutions.
    RESULTS: The prevalence of C-sections increased across India, TN and CG despite a decrease in pregnancy complications among the study participants. The odds of caesarean deliveries among overweight women were twice (OR = 2.11; 95% CI 1.95-2.29; NFHS-5) those for underweight women. Women aged 35-49 were also twice (OR = 2.10; 95% CI 1.92-2.29; NFHS-5) as likely as those aged 15-24 to have C-sections. In India, women delivering in private health facilities had nearly four times higher odds (OR = 3.90; 95% CI 3.74-4.06; NFHS-5) of having a C-section; in CG, the odds were nearly ten-fold (OR = 9.57; 95% CI:7.51,12.20; NFHS-5); and in TN, nearly three-fold (OR = 2.65; 95% CI-2.27-3.10; NFHS-5) compared to those delivering in public facilities. In public facilities, absolute inequality by wealth quintile in C-section prevalence across India and in CG increased in the five years until 2021, indicating that the rich increasingly delivered via C-sections. In private facilities, the gap in C-section prevalence between the poor (the bottom two quintiles) and the non-poor narrowed across India. In TN, the pattern was inverted in 2021, with an alarming 73% of the poor delivering via C-sections compared to 64% of those classified as non-poor.
    CONCLUSIONS: The type of health facility (public or private) had the most impact on whether delivery was by C-section. In India and CG, the rich are more likely to have C-sections, both in the private and in the public sector. In TN, a state with good health indicators overall, the poor are surprisingly more likely to have C-sections in the private sector. While the reasons for this inversion are not immediately evident, the implications are worrisome and pose public health policy challenges.
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