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Estimating the impact of antenatal care visits on institutional delivery in India: A propensity score matching analysis

机译:估计印度产前保健就诊对机构分娩的影响:倾向得分匹配分析

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Literature asserts that prenatal care is an imperative factor for subsequent health care utilization. However, in the Indian settings presence of selection bias while determining the impact of ANC visits on institutional delivery has been overlooked by the researchers. Therefore this paper aims to examine the net impact of ANC visits on subsequent utilization of institutional delivery after removing the presence of selection bias using recent round of National Family Health survey data. The analysis has been carried out in two separate models, in the first model 1-2 ANC visits been compared with no visit and in the second model three or more antenatal care visits with no visit. The propensity score matching analysis used in this study sheds new light into this line of research which provides an effective strategy for controlling the confounding influence of institutional delivery. Employing the propensity score matching estimation approach we found women who made 1-2 ANC visits had 6.6 percent higher chance to deliver in an institution compared to women who made no visit. In addition, if a woman visited health centre three or more than three times, her chances were 31 percent higher to deliver in an institution. Result based on sensitivity analysis suggests that selection bias on unobserved covariates would have to be around 40 percent to alter the impact of 1-2 ANC visits. Findings suggest that interventions which plan to increase institutional delivery should target pregnant women who come for ANC checkups at institution first time, and health workers should encourage women to return to the health centre for more numbers of visits, as our results indicate that three or more ANC visits significantly change the women’s attitudes towards institutional delivery.
机译:文献断言,产前保健是随后利用保健的必要因素。然而,在印度,研究人员忽略了在确定ANC访问对机构交付的影响时的选择偏见。因此,本文旨在使用最近一轮的全国家庭健康调查数据,在消除选择偏见的存在之后,研究非国大访问就诊对机构交付随后利用的净影响。分析是在两个单独的模型中进行的,在第一个模型中,将1-2次ANC访视与不进行访问进行了比较,在第二个模型中,对3个或更多不进行访问的产前护理就诊进行了比较。本研究中使用的倾向得分匹配分析为这一研究提供了新的思路,为控制机构交付的混杂影响提供了有效的策略。通过使用倾向得分匹配估计方法,我们发现进行过1-2次ANC访问的女性与没有访问过的女性相比,在机构中分娩的机会要高出6.6%。此外,如果一名妇女去保健中心三到三次以上,那么她在机构中分娩的机会就会增加31%。基于敏感性分析的结果表明,未观察到的协变量的选择偏差必须约为40%,才能改变1-2次ANC访问的影响。研究结果表明,计划增加机构分娩的干预措施应针对首次在机构进行ANC体检的孕妇,卫生工作者应鼓励妇女返回卫生中心进行更多的就诊,因为我们的结果表明,有三名或更多非洲人国民大会的访问大大改变了妇女对机构交付的态度。

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