Suppr超能文献

中国肿瘤学家对医疗保健领域人工智能的态度和认知:一项横断面调查。

Attitudes and perceptions of Chinese oncologists towards artificial intelligence in healthcare: a cross-sectional survey.

作者信息

Li Ming, Xiong Xiaomin, Xu Bo

机构信息

Department of Health Policy Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States.

Department of Breast Oncology, Chongqing University Cancer Hospital and Chongqing University School of Medicine, Institute of Intelligent Oncology, Chongqing University, Chongqing, China.

出版信息

Front Digit Health. 2024 Sep 3;6:1371302. doi: 10.3389/fdgth.2024.1371302. eCollection 2024.

Abstract

BACKGROUND

Artificial intelligence (AI) is transforming healthcare, yet little is known about Chinese oncologists' attitudes towards AI. This study investigated oncologists' knowledge, perceptions, and acceptance of AI in China.

METHODS

A cross-sectional online survey was conducted among 228 oncologists across China. The survey examined demographics, AI exposure, knowledge and attitudes using 5-point Likert scales, and factors influencing AI adoption. Data were analyzed using descriptive statistics and chi-square tests.

RESULTS

Respondents showed moderate understanding of AI concepts (mean 3.39/5), with higher knowledge among younger oncologists. Only 12.8% used ChatGPT. Most (74.13%) agreed AI is beneficial and could innovate healthcare, 52.19% respondents expressed trust in AI technology. Acceptance was cautiously optimistic (mean 3.57/5). Younger respondents (∼30) show significantly higher trust ( = 0.004) and acceptance ( = 0.009) of AI compared to older respondents, while trust is significantly higher among those with master's or doctorate vs. bachelor's degrees ( = 0.032), and acceptance is higher for those with prior IT experience ( = 0.035).Key drivers for AI adoption were improving efficiency (85.09%), quality (85.53%), reducing errors (84.65%), and enabling new approaches (73.25%).

CONCLUSIONS

Chinese oncologists are open to healthcare AI but remain prudently optimistic given limitations. Targeted education, especially for older oncologists, can facilitate AI implementation. AI is largely welcomed for its potential to augment human roles in enhancing efficiency, quality, safety, and innovations in oncology practice.

摘要

背景

人工智能(AI)正在改变医疗保健领域,但对于中国肿瘤学家对AI的态度却知之甚少。本研究调查了中国肿瘤学家对AI的了解、认知和接受程度。

方法

对中国各地228名肿瘤学家进行了一项横断面在线调查。该调查使用5点李克特量表检查了人口统计学、AI接触情况、知识和态度,以及影响AI采用的因素。使用描述性统计和卡方检验对数据进行分析。

结果

受访者对AI概念的理解处于中等水平(平均3.39/5),年轻肿瘤学家的知识水平更高。只有12.8%的人使用过ChatGPT。大多数人(74.13%)认为AI有益且可以推动医疗保健创新,52.19%的受访者表示信任AI技术。接受程度持谨慎乐观态度(平均3.57/5)。与年长受访者相比,年轻受访者(约30岁)对AI的信任度(P = 0.004)和接受度(P = 0.009)显著更高,而硕士或博士学位者的信任度显著高于学士学位者(P = 0.032),有过IT经验者的接受度更高(P = 0.035)。采用AI的主要驱动因素是提高效率(85.09%)、质量(85.53%)、减少错误(84.65%)以及采用新方法(73.25%)。

结论

中国肿瘤学家对医疗保健AI持开放态度,但鉴于其局限性仍持谨慎乐观态度。有针对性的教育,特别是针对年长肿瘤学家的教育,可以促进AI的实施。AI因其在提高肿瘤学实践效率、质量、安全性和创新方面增强人类作用的潜力而受到广泛欢迎。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验