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Big data in global health: improving health in low- and middle-income countries

机译:全球卫生大数据:改善中低收入国家的卫生状况

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摘要

Over the last decade, a massive increase in data collection and analysis has occurred in many fields. In the health sector, however, there has been relatively little progress in data analysis and application despite a rapid rise in data production. Given adequate governance, improvements in the quality, quantity, storage and analysis of health data could lead to substantial improvements in many health outcomes. In low- and middle-income countries in particular, the creation of an information feedback mechanism can move health-care delivery towards results-based practice and improve the effective use of scarce resources. We review the evolving definition of big data and the possible advantages of – and problems in – using such data to improve health-care delivery in low- and middle-income countries. The collection of big data as mobile-phone based services improve may mean that development phases required elsewhere can be skipped. However, poor infrastructure may prevent interoperability and the safe use of patient data. An appropriate governance framework must be developed and enforced to protect individuals and ensure that health-care delivery is tailored to the characteristics and values of the target communities.
机译:在过去的十年中,许多领域的数据收集和分析已经大量增加。然而,在卫生部门,尽管数据生产迅速增加,但数据分析和应用方面的进展相对较少。如果进行适当的治理,对健康数据的质量,数量,存储和分析的改进可能导致许多健康结果的显着改善。特别是在中低收入国家,建立信息反馈机制可以使卫生保健的提供朝着基于结果的做法发展,并改善对稀缺资源的有效利用。我们回顾了大数据定义的演变以及使用此类数据改善中低收入国家医疗服务的可能优势以及存在的问题。随着基于手机的服务的改进,大数据的收集可能意味着可以跳过其他地方所需的开发阶段。但是,糟糕的基础架构可能会阻止互操作性和患者数据的安全使用。必须制定并执行适当的治理框架,以保护个人并确保根据目标社区的特征和价值量身定制医疗服务。

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