Health Equity in Clinical Research Informatics.

Yearbook of medical informatics Pub Date : 2023-08-01 Epub Date: 2023-07-06 DOI:10.1055/s-0043-1768720
Sigurd Maurud, Silje H Henni, Anne Moen
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Abstract

Objectives: Through a scoping review, we examine in this survey what ways health equity has been promoted in clinical research informatics with patient implications and especially published in the year of 2021 (and some in 2022).

Method: A scoping review was conducted guided by using methods described in the Joanna Briggs Institute Manual. The review process consisted of five stages: 1) development of aim and research question, 2) literature search, 3) literature screening and selection, 4) data extraction, and 5) accumulate and report results.

Results: From the 478 identified papers in 2021 on the topic of clinical research informatics with focus on health equity as a patient implication, 8 papers met our inclusion criteria. All included papers focused on artificial intelligence (AI) technology. The papers addressed health equity in clinical research informatics either through the exposure of inequity in AI-based solutions or using AI as a tool for promoting health equity in the delivery of healthcare services. While algorithmic bias poses a risk to health equity within AI-based solutions, AI has also uncovered inequity in traditional treatment and demonstrated effective complements and alternatives that promotes health equity.

Conclusions: Clinical research informatics with implications for patients still face challenges of ethical nature and clinical value. However, used prudently-for the right purpose in the right context-clinical research informatics could bring powerful tools in advancing health equity in patient care.

临床研究信息学中的健康公平。
目的:通过范围综述,我们在本调查中研究了对患者有影响的临床研究信息学促进健康公平的方式,尤其是在 2021 年(以及一些 2022 年)发表的文章:通过范围综述,我们在本调查中研究了对患者有影响的临床研究信息学促进健康公平的方式,尤其是在 2021 年(部分在 2022 年)发表的文章:在《乔安娜-布里格斯研究所手册》所述方法的指导下进行了范围界定审查。审查过程包括五个阶段1)制定目标和研究问题;2)文献检索;3)文献筛选;4)数据提取;5)积累和报告结果:从 2021 年发现的 478 篇以临床研究信息学为主题的论文中,有 8 篇符合我们的纳入标准。所有被纳入的论文都侧重于人工智能(AI)技术。这些论文通过揭露基于人工智能的解决方案中存在的不公平现象,或将人工智能作为在提供医疗保健服务过程中促进健康公平的工具,探讨了临床研究信息学中的健康公平问题。虽然在基于人工智能的解决方案中,算法偏差对健康公平构成风险,但人工智能也揭示了传统治疗中的不公平现象,并展示了促进健康公平的有效补充和替代方案:结论:对患者有影响的临床研究信息学仍然面临着伦理性质和临床价值方面的挑战。然而,只要审慎使用--在正确的背景下用于正确的目的--临床研究信息学就能为促进患者护理中的健康公平提供强有力的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Yearbook of medical informatics
Yearbook of medical informatics Medicine-Medicine (all)
CiteScore
4.10
自引率
0.00%
发文量
20
期刊介绍: Published by the International Medical Informatics Association, this annual publication includes the best papers in medical informatics from around the world.
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