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Maternal and Neonatal Directed Assessment of Technologies (MANDATE): Methods and Assumptions for a Predictive Model for Maternal Fetal and Neonatal Mortality Interventions

机译:孕产妇和新生儿技术指导评估(MANDATE):孕产妇胎儿和新生儿死亡率干预的预测模型的方法和假设

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摘要

Maternal, fetal, and neonatal mortality disproportionately impact low- and middle-income countries, and many current interventions that can save lives are often not available nor appropriate for these settings. Maternal and Neonatal Directed Assessment of Technologies (MANDATE) is a mathematical model designed to evaluate which interventions have the greatest potential to save maternal, fetal, and neonatal lives saved in sub-Saharan Africa and India. The MANDATE decision-support model includes interventions such as preventive interventions, diagnostics, treatments, and transfers to different care settings to compare the relative impact of different interventions on mortality outcomes. The model is calibrated and validated based on historical and current rates of disease in sub-Saharan Africa and India. In addition, each maternal, fetal, or newborn condition included in MANDATE considers disease rates specific to sub-Saharan Africa and India projected to intervention rates similar to those seen in high-income countries. Limitations include variance in quality of data to inform the estimates and generalizability of findings of the effectiveness of the interventions. The model serves as a valuable resource to compare the potential impact of multiple interventions, which could help reduce maternal, fetal, and neonatal mortality in low-resource settings. The user should be aware of assumptions in evaluating the model and interpret results accordingly.
机译:孕产妇,胎儿和新生儿死亡率对低收入和中等收入国家的影响不成比例,而且目前无法挽救生命的许多干预措施也不适合这些环境。孕产妇和新生儿技术指导评估(MANDATE)是一种数学模型,旨在评估哪些干预措施最有可能挽救撒哈拉以南非洲和印度的孕产妇,胎儿和新生儿生命。 MANDATE决策支持模型包括干预措施,例如预防性干预,诊断,治疗以及转移到不同的护理机构,以比较不同干预对死亡率结果的相对影响。该模型基于撒哈拉以南非洲和印度的历史和当前疾病发病率进行了校准和验证。此外,MANDATE中包括的每个孕产妇,胎儿或新生儿疾病都考虑到撒哈拉以南非洲和印度所特有的疾病发生率,预计其干预率与高收入国家类似。局限性包括数据质量的差异,以告知干预措施有效性的估计值和发现的一般性。该模型是比较多种干预措施潜在影响的宝贵资源,可以帮助降低资源贫乏地区的孕产妇,胎儿和新生儿死亡率。用户应在评估模型时意识到假设并相应地解释结果。

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