家庭医生对在初级医疗保健中应用人工智能的看法:一家顶级医疗机构的案例研究。

JMIR AI Pub Date : 2024-04-17 DOI:10.2196/40781
Muhammad Atif Waheed, Lu Liu
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引用次数: 0

摘要

背景:COVID-19 大流行导致了人工智能(AI)的迅速普及,这是以前没有预料到的;这是一个不可预见的发展。人工智能在医疗保健领域的应用正在不断增加,因为它被证明是改造医疗保健系统、改善操作和业务流程以及有效简化家庭医生和医疗保健管理者的医疗保健任务的一种前景广阔的工具。因此,有必要评估家庭医生对人工智能的看法以及人工智能对其工作角色的影响:本研究旨在确定人工智能对卡塔尔初级医疗保健公司(PHCC)管理和实践的影响,以改进医疗保健任务和服务的提供。此外,本研究还试图评估人工智能对家庭医生工作角色的影响,包括从他们的角度看相关风险和伦理后果:我们进行了一项横断面调查,并向 724 名初级保健中心的执业家庭医生发送了网络问卷调查链接。我们共收到 102 份符合条件的回复:在 102 位受访者中,72 位(70.6%)为男性,94 位(92.2%)年龄在 35-54 岁之间。此外,102 位受访者中有 58 位(56.9%)是顾问。在 102 名受访者中,80 人(78.4%)对人工智能有总体认识,性别(P=.06)和年龄组(P=.12)之间没有差异。人们认为人工智能在改善初级保健中心的医疗保健实践方面发挥了积极作用(结论:人工智能在初级保健中心的医疗保健实践中发挥了积极作用:这项研究表明,家庭医生对将人工智能融入初级医疗机构有积极的看法。在加强初级保健中心的保健任务管理和整体服务提供方面,人工智能显示出巨大的潜力。它增强了家庭医生的作用,而不会取代他们,并证明有利于提高运营效率、人力资源管理和大流行病期间的公共卫生。虽然人工智能的实施预计会带来好处,但必须认真考虑道德、隐私、保密和以患者为中心等问题。这些见解为将人工智能战略性地融入医疗保健系统提供了宝贵的指导,重点是保持高质量的患者护理,并应对这一变革过程中出现的多方面挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Perceptions of Family Physicians About Applying AI in Primary Health Care: Case Study From a Premier Health Care Organization.

Background: The COVID-19 pandemic has led to the rapid proliferation of artificial intelligence (AI), which was not previously anticipated; this is an unforeseen development. The use of AI in health care settings is increasing, as it proves to be a promising tool for transforming health care systems, improving operational and business processes, and efficiently simplifying health care tasks for family physicians and health care administrators. Therefore, it is necessary to assess the perspective of family physicians on AI and its impact on their job roles.

Objective: This study aims to determine the impact of AI on the management and practices of Qatar's Primary Health Care Corporation (PHCC) in improving health care tasks and service delivery. Furthermore, it seeks to evaluate the impact of AI on family physicians' job roles, including associated risks and ethical ramifications from their perspective.

Methods: We conducted a cross-sectional survey and sent a web-based questionnaire survey link to 724 practicing family physicians at the PHCC. In total, we received 102 eligible responses.

Results: Of the 102 respondents, 72 (70.6%) were men and 94 (92.2%) were aged between 35 and 54 years. In addition, 58 (56.9%) of the 102 respondents were consultants. The overall awareness of AI was 80 (78.4%) out of 102, with no difference between gender (P=.06) and age groups (P=.12). AI is perceived to play a positive role in improving health care practices at PHCC (P<.001), managing health care tasks (P<.001), and positively impacting health care service delivery (P<.001). Family physicians also perceived that their clinical, administrative, and opportunistic health care management roles were positively influenced by AI (P<.001). Furthermore, perceptions of family physicians indicate that AI improves operational and human resource management (P<.001), does not undermine patient-physician relationships (P<.001), and is not considered superior to human physicians in the clinical judgment process (P<.001). However, its inclusion is believed to decrease patient satisfaction (P<.001). AI decision-making and accountability were recognized as ethical risks, along with data protection and confidentiality. The optimism regarding using AI for future medical decisions was low among family physicians.

Conclusions: This study indicated a positive perception among family physicians regarding AI integration into primary care settings. AI demonstrates significant potential for enhancing health care task management and overall service delivery at the PHCC. It augments family physicians' roles without replacing them and proves beneficial for operational efficiency, human resource management, and public health during pandemics. While the implementation of AI is anticipated to bring benefits, the careful consideration of ethical, privacy, confidentiality, and patient-centric concerns is essential. These insights provide valuable guidance for the strategic integration of AI into health care systems, with a focus on maintaining high-quality patient care and addressing the multifaceted challenges that arise during this transformative process.

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