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巴基斯坦开伯尔-普赫图赫瓦省马尔丹市医院环境中关于人工智能使用的知识、态度和实践(KAP)

Knowledge, Attitude, and Practice (KAP) Regarding the Use of Artificial Intelligence in Hospital Settings in Mardan, Khyber Pakhtunkhwa, Pakistan.

作者信息

Sadiq Faizan, Sadiq Faran, Gul Ruba, Zuhra Fatima, Khan Muhammad Khalid, Shah S Mohsin Ali, Uzma Faryal, Khattak Noor Ul Haram, Alam Waqas, Khan Misbah Ullah

机构信息

Pediatrics Department, Mardan Medical Complex, Mardan, PAK.

Accident and Emergency, Lady Reading Hospital, Peshawar, PAK.

出版信息

Cureus. 2024 Dec 9;16(12):e75355. doi: 10.7759/cureus.75355. eCollection 2024 Dec.

Abstract

Background Artificial intelligence (AI) is revolutionizing healthcare globally by enhancing diagnostic accuracy, predicting patient outcomes, and enabling personalized treatment plans. However, in low- and middle-income countries (LMICs) like Pakistan, the integration of AI into healthcare is limited due to challenges such as lack of funding, provider resistance, and inadequate training. Despite these barriers, there is growing interest among healthcare providers in understanding and adopting AI technologies to improve professional efficiency. Objective To determine knowledge, attitude, and practice (KAP) regarding the use of artificial intelligence (AI) among doctors in a hospital setting. Method This cross-sectional study was conducted at Mardan Medical Complex, Mardan, from January 2023 to March 2023. A total of 150 doctors from various departments participated by completing a validated questionnaire designed to assess their KAP regarding AI. The questionnaire, consisting of nine close-ended questions, was specifically designed and distributed to participants through social media applications, including WhatsApp (California, USA) and email, to maximize accessibility. It included structured questions rated on Likert scales to quantify the levels of knowledge, attitude, and practice. Participants were also asked about their exposure to AI-related training or professional work. Descriptive analysis was performed to determine the frequency and percentage of responses. Results The mean ± SD of age in this study was 36.95 ± 8.58 years. Male participants were 72.66%, while 27.33% were females. The response to the questions showed that the majority of participants (66%) knew the term AI; however, they were unsure regarding its use in healthcare. The majority of doctors (67.33%) had positive thoughts about the possibility of using AI in health management. Importantly, the majority of participants (72.66%) had never had a chance to do any AI-related work in their professional lives. The assessment of KAP showed that the majority of doctors had a medium level of knowledge (36.66%), a high level of attitude (57.55%), and a low level of practice (65.66%) regarding AI. Conclusions These results conclude that the knowledge regarding AI's use in healthcare is medium and its use in clinical practice is low; however, doctors have a high level of interest in applying AI to improve their professional efficiency.

摘要

背景 人工智能(AI)正在通过提高诊断准确性、预测患者预后以及制定个性化治疗方案,在全球范围内给医疗保健带来变革。然而,在像巴基斯坦这样的低收入和中等收入国家(LMICs),由于缺乏资金、医疗服务提供者的抵触以及培训不足等挑战,人工智能在医疗保健中的整合受到限制。尽管存在这些障碍,但医疗服务提供者对理解和采用人工智能技术以提高专业效率的兴趣日益浓厚。目的 确定医院环境中医生对使用人工智能(AI)的知识、态度和实践(KAP)情况。方法 本横断面研究于2023年1月至2023年3月在马尔丹的马尔丹医疗中心进行。共有来自各个科室的150名医生参与,他们通过填写一份经过验证的问卷来评估其关于人工智能的KAP情况。该问卷由九个封闭式问题组成,专门设计并通过社交媒体应用程序(包括美国加利福尼亚州的WhatsApp)和电子邮件分发给参与者,以最大限度地提高可及性。它包括在李克特量表上评分的结构化问题,以量化知识、态度和实践水平。还询问了参与者是否接触过与人工智能相关的培训或专业工作。进行描述性分析以确定回答的频率和百分比。结果 本研究中年龄的均值±标准差为36.95±8.58岁。男性参与者占72.66%,女性占27.33%。对问题的回答表明,大多数参与者(66%)知道人工智能这个术语;然而,他们不确定其在医疗保健中的用途。大多数医生(67.33%)对在健康管理中使用人工智能的可能性持积极态度。重要的是,大多数参与者(72.66%)在其职业生涯中从未有机会从事任何与人工智能相关的工作。对KAP的评估表明,大多数医生对人工智能的知识水平中等(36.66%),态度水平高(57.55%),实践水平低(65.66%)。结论 这些结果表明,关于人工智能在医疗保健中使用的知识处于中等水平,其在临床实践中的应用水平较低;然而,医生对应用人工智能以提高其专业效率有着浓厚的兴趣。

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