• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

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

低收入和中等收入国家医学及准医学专业学生对人工智能的看法:一项横断面研究

Medical and Paramedical Students' Perspectives on Artificial Intelligence in a Low- and Middle-Income Country: A Cross-Sectional Study.

作者信息

Mousavi Baigi Seyyedeh Fatemeh, Sarbaz Masoumeh, Darroudi Ali, Kimiafar Khalil

机构信息

Department of Health Information Technology School of Paramedical and Rehabilitation Sciences Mashhad Iran.

Student Research Committee Mashhad University of Medical Sciences Mashhad Iran.

出版信息

Health Sci Rep. 2025 Aug 4;8(8):e71046. doi: 10.1002/hsr2.71046. eCollection 2025 Aug.

DOI:10.1002/hsr2.71046
PMID:40761605
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12320132/
Abstract

INTRODUCTION

This study aimed to investigate the attitude of medical and paramedical students at Mashhad (Northeast of Iran) regarding artificial intelligence (AI).

METHODS

This cross-sectional study was conducted from April to June 2023. A predeveloped standard questionnaire was used to collect the data. We used the proportional per-size sampling method with email distribution containing explanations and a link to a web-based survey.

RESULTS

A total of 208 students answered the survey (response rate: 98%). We did not find any significant difference between the AI attitude of students in the academic field ( = 0.505), professional interest ( = 0.609), and educational level ( = 0.128). Overall, 61.9% of medical and 67.4% of paramedical students were optimistic about the role of AI. However, a considerable proportion of students struggled to accurately define AI, reflecting gaps in conceptual familiarity rather than technical knowledge (paramedical students = 56.62% and medical students = 45.26%).

CONCLUSION

This study explored medical and paramedical students' perceived understanding of AI and their conceptual limitations. Identifying the positive and negative attitudes of students who are the future employees of the healthcare system can help planners and policymakers in the field of AI in health design the road map of the future of AI in health in the best way.

摘要

引言

本研究旨在调查伊朗东北部马什哈德的医学和准医学专业学生对人工智能(AI)的态度。

方法

本横断面研究于2023年4月至6月进行。使用预先制定的标准问卷收集数据。我们采用按比例大小抽样方法,通过电子邮件分发包含解释和基于网络调查链接的问卷。

结果

共有208名学生回答了调查(回复率:98%)。我们发现学生在学术领域(=0.505)、专业兴趣(=0.609)和教育水平(=0.128)方面对人工智能的态度没有显著差异。总体而言,61.9%的医学专业学生和67.4%的准医学专业学生对人工智能的作用持乐观态度。然而,相当一部分学生难以准确界定人工智能,这反映出概念熟悉度方面的差距,而非技术知识方面的差距(准医学专业学生为56.62%,医学专业学生为45.26%)。

结论

本研究探讨了医学和准医学专业学生对人工智能的认知理解及其概念局限性。了解作为医疗保健系统未来员工的学生的积极和消极态度,有助于健康领域人工智能方面的规划者和政策制定者以最佳方式设计人工智能在健康领域的未来路线图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6240/12320132/41d5cb7d5113/HSR2-8-e71046-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6240/12320132/09fad88a4eec/HSR2-8-e71046-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6240/12320132/41d5cb7d5113/HSR2-8-e71046-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6240/12320132/09fad88a4eec/HSR2-8-e71046-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6240/12320132/41d5cb7d5113/HSR2-8-e71046-g002.jpg

相似文献

1
Medical and Paramedical Students' Perspectives on Artificial Intelligence in a Low- and Middle-Income Country: A Cross-Sectional Study.低收入和中等收入国家医学及准医学专业学生对人工智能的看法:一项横断面研究
Health Sci Rep. 2025 Aug 4;8(8):e71046. doi: 10.1002/hsr2.71046. eCollection 2025 Aug.
2
Pharmacy students' perceptions of artificial intelligence integration in pharmacy practice: Ethical challenges in multiple countries of the MENA region.药学专业学生对人工智能融入药学实践的看法:中东和北非地区多个国家的伦理挑战
Curr Pharm Teach Learn. 2025 Jun 5;17(9):102397. doi: 10.1016/j.cptl.2025.102397.
3
Attitudes and Awareness of Medical Students Toward Teleradiology and the Application of Artificial Intelligence in Diagnostic Radiology: A Cross-Sectional Study.医学生对远程放射学及人工智能在诊断放射学中应用的态度与认知:一项横断面研究
J Med Educ Curric Dev. 2025 Jul 20;12:23821205251358005. doi: 10.1177/23821205251358005. eCollection 2025 Jan-Dec.
4
Sexual Harassment and Prevention Training性骚扰与预防培训
5
Refining AI perspectives: assessing the impact of ai curricular on medical students' attitudes towards artificial intelligence.优化人工智能视角:评估人工智能课程对医学生对人工智能态度的影响。
BMC Med Educ. 2025 Jul 25;25(1):1115. doi: 10.1186/s12909-025-07669-8.
6
Pharmacy meets AI: Effect of a drug information activity on student perceptions of generative artificial intelligence.药学与人工智能相遇:药物信息活动对学生对生成式人工智能认知的影响。
Curr Pharm Teach Learn. 2025 Jul 7;17(10):102439. doi: 10.1016/j.cptl.2025.102439.
7
Attitudes and experience of paramedical students toward telehealth in education, a cross-sectional study.辅助医疗专业学生对教育中远程医疗的态度与体验:一项横断面研究
BMC Med Educ. 2025 Jul 22;25(1):1098. doi: 10.1186/s12909-025-07712-8.
8
Attitudes and readiness to adopt artificial intelligence among healthcare practitioners in Pakistan's resource-limited settings.巴基斯坦资源有限环境下医疗从业者对采用人工智能的态度及准备情况。
BMC Health Serv Res. 2025 Aug 6;25(1):1031. doi: 10.1186/s12913-025-13207-5.
9
Readiness and Acceptance of Nursing Students Regarding AI-Based Health Care Technology on the Training of Nursing Skills in Saudi Arabia: Cross-Sectional Study.沙特阿拉伯护理专业学生对基于人工智能的医疗保健技术在护理技能培训方面的准备情况和接受程度:横断面研究
JMIR Nurs. 2025 Jul 30;8:e71653. doi: 10.2196/71653.
10
The Effect of Labeling During Simulated Contact on Attitudes Toward Autistic Adults.模拟接触过程中的标签对对待成年自闭症患者态度的影响。
Autism Adulthood. 2025 Feb 5;7(1):93-99. doi: 10.1089/aut.2023.0081. eCollection 2025 Feb.

本文引用的文献

1
Role of Ethics in Developing AI-Based Applications in Medicine: Insights From Expert Interviews and Discussion of Implications.伦理在医学领域基于人工智能的应用开发中的作用:来自专家访谈的见解及影响探讨。
JMIR AI. 2024 Jan 12;3:e51204. doi: 10.2196/51204.
2
Navigating the Pedagogical Landscape: Exploring the Implications of AI and Chatbots in Nursing Education.驾驭教学领域:探索人工智能和聊天机器人在护理教育中的影响
JMIR Nurs. 2024 Jun 13;7:e52105. doi: 10.2196/52105.
3
Healthcare students' knowledge, attitudes, and perspectives toward artificial intelligence in the southern Vietnam.
越南南部医科学生对人工智能的知识、态度和看法。
Heliyon. 2023 Nov 22;9(12):e22653. doi: 10.1016/j.heliyon.2023.e22653. eCollection 2023 Dec.
4
Attitude, awareness, and knowledge of telemedicine among medical students: A systematic review of cross-sectional studies.医学生对远程医疗的态度、认知与知识:横断面研究的系统评价
Health Sci Rep. 2023 Mar 27;6(3):e1156. doi: 10.1002/hsr2.1156. eCollection 2023 Mar.
5
Artificial Intelligence Teaching as Part of Medical Education: Qualitative Analysis of Expert Interviews.作为医学教育一部分的人工智能教学:专家访谈的定性分析
JMIR Med Educ. 2023 Apr 24;9:e46428. doi: 10.2196/46428.
6
Attitudes, knowledge, and skills towards artificial intelligence among healthcare students: A systematic review.医学生对人工智能的态度、知识和技能:一项系统综述。
Health Sci Rep. 2023 Mar 12;6(3):e1138. doi: 10.1002/hsr2.1138. eCollection 2023 Mar.
7
Acceptance of clinical artificial intelligence among physicians and medical students: A systematic review with cross-sectional survey.医生和医学生对临床人工智能的接受度:一项横断面调查的系统评价
Front Med (Lausanne). 2022 Aug 31;9:990604. doi: 10.3389/fmed.2022.990604. eCollection 2022.
8
Health Care Students' Perspectives on Artificial Intelligence: Countrywide Survey in Canada.医护专业学生对人工智能的看法:加拿大全国性调查
JMIR Med Educ. 2022 Jan 31;8(1):e33390. doi: 10.2196/33390.
9
A healthy debate: Exploring the views of medical doctors on the ethics of artificial intelligence.一场健康的辩论:探索医生对人工智能伦理的看法。
Artif Intell Med. 2021 Nov;121:102190. doi: 10.1016/j.artmed.2021.102190. Epub 2021 Oct 12.
10
Artificial Intelligence for Hospital Health Care: Application Cases and Answers to Challenges in European Hospitals.用于医院医疗保健的人工智能:欧洲医院的应用案例及挑战应对策略
Healthcare (Basel). 2021 Jul 29;9(8):961. doi: 10.3390/healthcare9080961.