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探究加拿大年轻人和老年人对医疗保健领域人工智能的差异化认知:来自 2021 年加拿大数字健康调查的结果。

Exploring Differential Perceptions of Artificial Intelligence in Health Care Among Younger Versus Older Canadians: Results From the 2021 Canadian Digital Health Survey.

机构信息

Department of Psychiatry, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.

Department of Psychiatry, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada.

出版信息

J Med Internet Res. 2023 Apr 28;25:e38169. doi: 10.2196/38169.

Abstract

BACKGROUND

The changing landscape of health care has led to the incorporation of powerful new technologies like artificial intelligence (AI) to assist with various services across a hospital. However, despite the potential outcomes that this tool may provide, little work has examined public opinion regarding their use.

OBJECTIVE

In this study, we aim to explore differences between younger versus older Canadians with regard to the level of comfort and perceptions around the adoption and use of AI in health care settings.

METHODS

Using data from the 2021 Canadian Digital Health Survey (n=12,052), items related to perceptions about the use of AI as well as previous experience and satisfaction with health care were identified. We conducted Mann-Whitney U tests to compare the level of comfort of younger versus older Canadians regarding the use of AI in health care for a variety of purposes. Multinomial logistic regression was used to predict the comfort ratings based on categorical indicators.

RESULTS

Younger Canadians had greater knowledge of AI, but older Canadians were more comfortable with AI applied to monitoring and predicting health conditions, decision support, diagnostic imaging, precision medicine, drug and vaccine development, disease monitoring at home, tracking epidemics, and optimizing workflow to save time. Additionally, for older respondents, higher satisfaction led to higher comfort ratings. Only 1 interaction effect was identified between previous experience, satisfaction, and comfort with AI for drug and vaccine development.

CONCLUSIONS

Older Canadians may be more open to various applications of AI within health care than younger Canadians. High satisfaction may be a critical criterion for comfort with AI, especially for older Canadians. Additionally, in the case of drug and vaccine development, previous experience may be an important moderating factor. We conclude that gaining a greater understanding of the perceptions of all health care users is integral to the implementation and sustainability of new and cutting-edge technologies in health care settings.

摘要

背景

医疗保健领域的格局变化促使人们将人工智能(AI)等强大的新技术应用于医院的各种服务中。然而,尽管该工具可能带来潜在的成果,但很少有研究关注公众对其使用的看法。

目的

在这项研究中,我们旨在探讨年轻和年老的加拿大人在接受和使用 AI 于医疗保健环境方面的舒适度和看法的差异。

方法

使用 2021 年加拿大数字健康调查(n=12052)的数据,确定了与对 AI 在医疗保健中使用的看法以及对医疗保健的先前体验和满意度相关的项目。我们进行了 Mann-Whitney U 检验,以比较年轻和年老的加拿大人在医疗保健中使用 AI 的各种目的方面的舒适度。使用多项逻辑回归预测基于分类指标的舒适度评分。

结果

年轻的加拿大人对 AI 的了解更多,但年长的加拿大人对 AI 应用于监测和预测健康状况、决策支持、诊断成像、精准医学、药物和疫苗开发、家庭疾病监测、跟踪流行病以及优化工作流程以节省时间更为舒适。此外,对于年长的受访者,较高的满意度导致更高的舒适度评分。仅在药物和疫苗开发方面,先前的经验、满意度和对 AI 的舒适度之间存在 1 个交互作用。

结论

与年轻的加拿大人相比,年长的加拿大人可能对医疗保健中 AI 的各种应用更为开放。高满意度可能是对 AI 感到舒适的关键标准,尤其是对年长的加拿大人而言。此外,在药物和疫苗开发方面,先前的经验可能是一个重要的调节因素。我们的结论是,深入了解所有医疗保健用户的看法对于在医疗保健环境中实施和维持新的尖端技术至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ab8/10182456/23952f2b7b0b/jmir_v25i1e38169_fig1.jpg

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