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澳大利亚医疗保健和社会服务领域人工智能的采用:一项具有创新性方法的全国价值观和态度调查(AVA-AI 研究)的调查结果。

The Adoption of Artificial Intelligence in Health Care and Social Services in Australia: Findings From a Methodologically Innovative National Survey of Values and Attitudes (the AVA-AI Study).

机构信息

Social Marketing @ Griffith, Griffith Business School, Griffith University, Brisbane, Australia.

School of Mathematics and Applied Statistics, Faculty of Engineering and Information Sciences, University of Wollongong, Wollongong, Australia.

出版信息

J Med Internet Res. 2022 Aug 22;24(8):e37611. doi: 10.2196/37611.

Abstract

BACKGROUND

Artificial intelligence (AI) for use in health care and social services is rapidly developing, but this has significant ethical, legal, and social implications. Theoretical and conceptual research in AI ethics needs to be complemented with empirical research to understand the values and judgments of members of the public, who will be the ultimate recipients of AI-enabled services.

OBJECTIVE

The aim of the Australian Values and Attitudes on AI (AVA-AI) study was to assess and compare Australians' general and particular judgments regarding the use of AI, compare Australians' judgments regarding different health care and social service applications of AI, and determine the attributes of health care and social service AI systems that Australians consider most important.

METHODS

We conducted a survey of the Australian population using an innovative sampling and weighting methodology involving 2 sample components: one from an omnibus survey using a sample selected using scientific probability sampling methods and one from a nonprobability-sampled web-based panel. The web-based panel sample was calibrated to the omnibus survey sample using behavioral, lifestyle, and sociodemographic variables. Univariate and bivariate analyses were performed.

RESULTS

We included weighted responses from 1950 Australians in the web-based panel along with a further 2498 responses from the omnibus survey for a subset of questions. Both weighted samples were sociodemographically well spread. An estimated 60% of Australians support the development of AI in general but, in specific health care scenarios, this diminishes to between 27% and 43% and, for social service scenarios, between 31% and 39%. Although all ethical and social dimensions of AI presented were rated as important, accuracy was consistently the most important and reducing costs the least important. Speed was also consistently lower in importance. In total, 4 in 5 Australians valued continued human contact and discretion in service provision more than any speed, accuracy, or convenience that AI systems might provide.

CONCLUSIONS

The ethical and social dimensions of AI systems matter to Australians. Most think AI systems should augment rather than replace humans in the provision of both health care and social services. Although expressing broad support for AI, people made finely tuned judgments about the acceptability of particular AI applications with different potential benefits and downsides. Further qualitative research is needed to understand the reasons underpinning these judgments. The participation of ethicists, social scientists, and the public can help guide AI development and implementation, particularly in sensitive and value-laden domains such as health care and social services.

摘要

背景

人工智能(AI)在医疗保健和社会服务中的应用正在迅速发展,但这具有重大的伦理、法律和社会影响。需要对人工智能伦理进行理论和概念研究,并辅之以实证研究,以了解公众的价值观和判断,公众将是人工智能服务的最终接受者。

目的

澳大利亚价值观和人工智能态度(AVA-AI)研究旨在评估和比较澳大利亚人对人工智能使用的一般和具体判断,比较澳大利亚人对人工智能在不同医疗保健和社会服务应用中的判断,并确定澳大利亚人认为最重要的医疗保健和社会服务人工智能系统的属性。

方法

我们使用创新的抽样和加权方法对澳大利亚人口进行了调查,该方法涉及 2 个样本组成部分:一个是使用科学概率抽样方法选择样本的综合调查,另一个是基于网络的非概率抽样面板。基于网络的面板样本使用行为、生活方式和社会人口统计学变量与综合调查样本进行校准。进行了单变量和双变量分析。

结果

我们将基于网络的面板中加权后的 1950 名澳大利亚人的回复以及综合调查中另外 2498 名回复的子集包含在内。两个加权样本在社会人口统计学方面分布均匀。估计有 60%的澳大利亚人支持人工智能的总体发展,但在特定的医疗保健场景中,这一比例降至 27%至 43%,而在社会服务场景中,这一比例降至 31%至 39%。尽管人工智能呈现的所有伦理和社会维度都被评为重要,但准确性始终是最重要的,而降低成本则是最不重要的。速度也始终处于较低的重要性。总的来说,五分之四的澳大利亚人认为,在提供医疗保健和社会服务方面,与人工智能系统可能提供的任何速度、准确性或便利性相比,他们更看重持续的人际接触和服务提供中的谨慎。

结论

澳大利亚人重视人工智能系统的伦理和社会维度。大多数人认为人工智能系统应该在提供医疗保健和社会服务方面增强而不是取代人类。尽管人们对人工智能表示广泛支持,但他们对特定人工智能应用的可接受性做出了精细的判断,这些应用具有不同的潜在利益和缺点。需要进一步的定性研究来了解这些判断的背后原因。伦理学家、社会科学家和公众的参与可以帮助指导人工智能的开发和实施,特别是在医疗保健和社会服务等敏感和充满价值观的领域。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a449/9446139/7092a324a907/jmir_v24i8e37611_fig1.jpg

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