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健康经济学和成果研究中的高级数据可视化:机遇与挑战。

Advanced Data Visualisation in Health Economics and Outcomes Research: Opportunities and Challenges.

机构信息

Broadstreet HEOR, Vancouver, BC, Canada.

AcasterLloyd Consulting, London, UK.

出版信息

Appl Health Econ Health Policy. 2019 Aug;17(4):433-441. doi: 10.1007/s40258-019-00476-5.

Abstract

Data visualisation techniques are valuable tools for exploring, synthesising and communicating the results of research studies. Advanced data visualisation techniques, including dynamic and interactive visualisations, are just beginning to be used in health economics and outcome research (HEOR). In HEOR, there is the potential to use these techniques both to explore methodological challenges that are central to the design and interpretation of the findings of pharmacoeconomic and outcomes research studies, but also to communicate research findings to various stakeholders. In this manuscript, we discuss opportunities and methodological challenges for data visualisation specific to HEOR, describe external barriers that may impact the use of data visualisation methods, and discuss future applications of this technology in HEOR. While there are a number of obvious applications within the data-heavy field of HEOR, caution is required to ensure that visualisations, particularly advanced ones, accurately and fairly reflect the underlying data. However, researchers will benefit from adopting these increasingly sophisticated techniques to help ensure that decisionmakers and other stakeholders can understand, digest and communicate the data-which is critical for achieving the ultimate goal of improving patient outcomes.

摘要

数据可视化技术是探索、综合和交流研究结果的有价值的工具。高级数据可视化技术,包括动态和交互式可视化技术,才刚刚开始在健康经济学和结果研究(HEOR)中使用。在 HEOR 中,有可能利用这些技术来探索对药物经济学和结果研究研究结果的设计和解释具有核心意义的方法学挑战,但也要向各种利益攸关方传达研究结果。在本文中,我们讨论了特定于 HEOR 的数据可视化的机会和方法学挑战,描述了可能影响数据可视化方法使用的外部障碍,并讨论了该技术在 HEOR 中的未来应用。虽然在 HEOR 这个数据密集型领域有许多明显的应用,但需要谨慎确保可视化效果,特别是高级可视化效果,准确、公正地反映底层数据。然而,研究人员将受益于采用这些日益复杂的技术,以帮助确保决策者和其他利益攸关方能够理解、消化和交流数据,这对于实现改善患者结果的最终目标至关重要。

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