• 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

临床医生对重症监护中用于任务自动化的机器人技术的认知及潜在应用:定性研究

Clinicians' Perceptions and Potential Applications of Robotics for Task Automation in Critical Care: Qualitative Study.

作者信息

Song Jiafeng, Sridhar Rishika Iytha, Rogers Darlene Marie, Hiddleson Cheryl, Davis Carolyn, Holden Tina Lynn, Ramsey-Haynes Shanna, Reif Lisa, Swann Julie, Jabaley Craig S, Gullatte Mary, Kamaleswaran Rishikesan

机构信息

Department of Biomedical Engineering, Duke University, Durham, NC, United States.

Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, United States.

出版信息

J Med Internet Res. 2025 Mar 28;27:e62957. doi: 10.2196/62957.

DOI:10.2196/62957
PMID:40153785
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11992484/
Abstract

BACKGROUND

Interest in integrating robotics within intensive care units (ICUs) has been propelled by technological advancements, workforce challenges, and heightened clinical demands, including during the COVID-19 pandemic. The integration of robotics in ICUs could potentially enhance patient care and operational efficiency amid existing challenges faced by health care professionals, including high workload and decision-making complexities.

OBJECTIVE

This qualitative study aimed to explore ICU clinicians' perceptions of robotic technology and to identify the types of tasks that might benefit from robotic assistance. We focused on the degree of acceptance, perceived challenges, and potential applications for improving patient care in 5 Southeastern US hospitals between January and August 2023.

METHODS

A qualitative study through semistructured interviews and questionnaires was conducted with 15 ICU clinicians (7 nurses, 6 physicians, and 2 advanced practice providers) from 5 hospitals in the Southeast United States. Directed content analysis was used to categorize and interpret participants' statements, with statistical tests used to examine any role-based differences in how they viewed robotic integration.

RESULTS

Among the 15 participants, 73% (11/15) were female, with an average of 6.4 (SD 6.3) years of ICU experience. We identified 78 distinct tasks potentially suitable for robotic assistance, of which 50 (64%) involved direct patient care (eg, repositioning patients and assisting with simple procedures), 19 (24%) concerned indirect patient care (eg, delivering supplies and cleaning), 6 (8%) addressed administrative tasks (eg, answering call lights), and 3 (4%) were classified as mixed direct and indirect (eg, sitting with a patient to keep them calm). Most participants supported the automation of routine, noncritical tasks (eg, responding to nurse calls and measuring glucose levels), viewing this strategy as a way to alleviate workload and enhance efficiency. Conversely, high-complexity tasks requiring nuanced clinical judgment (eg, ventilator settings) were deemed unsuitable for full automation. Statistical analysis revealed no significant difference in how nurses, physicians, and advanced practice providers perceived these tasks (P=.22).

CONCLUSIONS

Our findings indicate a significant opportunity to use robotic systems to perform noncomplex tasks in ICUs, thereby potentially improving efficiency and reducing staff burden. Clinicians largely view robots as supportive tools rather than substitutes for human expertise. However, concerns persist regarding privacy, patient safety, and the loss of human touch, particularly for tasks requiring high-level clinical decision-making. Future research should involve broader, more diverse clinician samples and investigate the long-term impact of robotic assistance on patient outcomes while also incorporating patient perspectives to ensure ethical, patient-centered adoption of robotic technology.

摘要

背景

技术进步、劳动力挑战以及包括在新冠疫情期间的更高临床需求推动了在重症监护病房(ICU)整合机器人技术的兴趣。在医疗保健专业人员面临的现有挑战(包括高工作量和决策复杂性)中,ICU中机器人技术的整合可能会提高患者护理质量和运营效率。

目的

这项定性研究旨在探索ICU临床医生对机器人技术的看法,并确定可能受益于机器人辅助的任务类型。我们重点关注2023年1月至8月美国东南部5家医院对机器人技术的接受程度、感知到的挑战以及改善患者护理的潜在应用。

方法

对美国东南部5家医院的15名ICU临床医生(7名护士、6名医生和2名高级执业提供者)进行了半结构化访谈和问卷调查的定性研究。采用定向内容分析法对参与者的陈述进行分类和解释,并使用统计测试来检验他们在看待机器人整合方面基于角色的差异。

结果

15名参与者中,73%(11/15)为女性,平均有6.4(标准差6.3)年的ICU工作经验。我们确定了78项可能适合机器人辅助的不同任务,其中50项(64%)涉及直接患者护理(如为患者重新定位和协助进行简单操作),19项(24%)涉及间接患者护理(如运送物资和清洁),6项(8%)涉及行政任务(如应答呼叫灯),3项(4%)被归类为直接和间接混合任务(如陪伴患者使其保持平静)。大多数参与者支持常规、非关键任务的自动化(如响应护士呼叫和测量血糖水平),认为这一策略是减轻工作量和提高效率的一种方式。相反,需要细致临床判断的高复杂性任务(如呼吸机设置)被认为不适合完全自动化。统计分析显示,护士、医生和高级执业提供者对这些任务的看法没有显著差异(P = 0.22)。

结论

我们的研究结果表明,在ICU中使用机器人系统执行非复杂任务有重大机会,从而有可能提高效率并减轻工作人员负担。临床医生在很大程度上视机器人为辅助工具而非人类专业知识的替代品。然而,对于隐私、患者安全以及失去人文关怀,尤其是对于需要高水平临床决策的任务,担忧依然存在。未来的研究应纳入更广泛、更多样化的临床医生样本,并调查机器人辅助对患者结局的长期影响,同时纳入患者观点,以确保以符合伦理、以患者为中心的方式采用机器人技术。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/60d234a16c86/jmir_v27i1e62957_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/8d5738db6fae/jmir_v27i1e62957_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/235a21b1ce15/jmir_v27i1e62957_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/c47ec4ec8b31/jmir_v27i1e62957_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/60d234a16c86/jmir_v27i1e62957_fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/8d5738db6fae/jmir_v27i1e62957_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/235a21b1ce15/jmir_v27i1e62957_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/c47ec4ec8b31/jmir_v27i1e62957_fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b0c7/11992484/60d234a16c86/jmir_v27i1e62957_fig4.jpg

相似文献

1
Clinicians' Perceptions and Potential Applications of Robotics for Task Automation in Critical Care: Qualitative Study.临床医生对重症监护中用于任务自动化的机器人技术的认知及潜在应用:定性研究
J Med Internet Res. 2025 Mar 28;27:e62957. doi: 10.2196/62957.
2
Human-AI Teaming in Critical Care: A Comparative Analysis of Data Scientists' and Clinicians' Perspectives on AI Augmentation and Automation.重症监护中的人机协作:数据科学家和临床医生对人工智能增强和自动化的观点比较分析。
J Med Internet Res. 2024 Jul 22;26:e50130. doi: 10.2196/50130.
3
Advances in the Application of AI Robots in Critical Care: Scoping Review.人工智能机器人在重症监护中的应用进展:范围综述。
J Med Internet Res. 2024 May 27;26:e54095. doi: 10.2196/54095.
4
Improvements in Patient Monitoring in the Intensive Care Unit: Survey Study.重症监护病房患者监测的改进:调查研究
J Med Internet Res. 2020 Jun 19;22(6):e19091. doi: 10.2196/19091.
5
Acceptability of a physiotherapy-led intensive prone positioning service in intensive care: A qualitative study with multidisciplinary clinicians.重症监护中由物理治疗师主导的强化俯卧位服务的可接受性:一项针对多学科临床医生的定性研究。
Aust Crit Care. 2025 May;38(3):101162. doi: 10.1016/j.aucc.2024.101162. Epub 2025 Jan 31.
6
"Anxiety, COVID, Burnout and Now Depression": a Qualitative Study of Primary Care Clinicians' Perceptions of Burnout."焦虑、新冠、倦怠,现在还有抑郁":初级保健临床医生对倦怠感的定性研究。
J Gen Intern Med. 2024 Jun;39(8):1317-1323. doi: 10.1007/s11606-023-08536-2. Epub 2023 Nov 27.
7
Echoes of isolation: Exploring Arab family perspectives and health care providers' reflections in ICU settings during critical care.隔离的回响:探索阿拉伯家庭在重症监护期间对重症监护病房环境的看法以及医护人员的反思。
Nurs Crit Care. 2025 Mar;30(2):e70001. doi: 10.1111/nicc.70001.
8
Selective decontamination of the digestive tract in critically ill patients treated in intensive care units: a mixed-methods feasibility study (the SuDDICU study).重症监护病房中危重症患者的消化道选择性去污:一项混合方法可行性研究(SuDDICU研究)
Health Technol Assess. 2014 Apr;18(25):1-170. doi: 10.3310/hta18250.
9
Assessment of the Acceptability and Feasibility of Using Mobile Robotic Systems for Patient Evaluation.使用移动机器人系统进行患者评估的可接受性和可行性评估。
JAMA Netw Open. 2021 Mar 1;4(3):e210667. doi: 10.1001/jamanetworkopen.2021.0667.
10
Acceptability of Using a Robotic Nursing Assistant in Health Care Environments: Experimental Pilot Study.在医疗保健环境中使用机器人护理助手的可接受性:实验性试点研究。
J Med Internet Res. 2020 Nov 12;22(11):e17509. doi: 10.2196/17509.

本文引用的文献

1
Compassionate Care with Autonomous AI Humanoid Robots in Future Healthcare Delivery: A Multisensory Simulation of Next-Generation Models.未来医疗保健服务中使用自主人工智能人形机器人的关怀护理:下一代模型的多感官模拟
Biomimetics (Basel). 2024 Nov 11;9(11):687. doi: 10.3390/biomimetics9110687.
2
Riemannian manifold-based geometric clustering of continuous glucose monitoring to improve personalized diabetes management.基于黎曼流形的连续血糖监测几何聚类,以改善个性化糖尿病管理。
Comput Biol Med. 2024 Dec;183:109255. doi: 10.1016/j.compbiomed.2024.109255. Epub 2024 Oct 16.
3
Monitoring walking asymmetries and endpoint control in persons living with chronic stroke: Implications for remote diagnosis and telerehabilitation.
监测慢性中风患者的步行不对称性和终点控制:对远程诊断和远程康复的意义。
Digit Health. 2024 Jan 2;10:20552076231220450. doi: 10.1177/20552076231220450. eCollection 2024 Jan-Dec.
4
Artificial intelligence technologies and compassion in healthcare: A systematic scoping review.医疗保健中的人工智能技术与人文关怀:一项系统综述。
Front Psychol. 2023 Jan 17;13:971044. doi: 10.3389/fpsyg.2022.971044. eCollection 2022.
5
Use of Robots in Critical Care: Systematic Review.重症监护中使用机器人:系统评价。
J Med Internet Res. 2022 May 16;24(5):e33380. doi: 10.2196/33380.
6
A Survey of Robotic Systems for Nursing Care.护理机器人系统综述
Front Robot AI. 2022 Apr 7;9:832248. doi: 10.3389/frobt.2022.832248. eCollection 2022.
7
Telerobotic Operation of Intensive Care Unit Ventilators.重症监护病房呼吸机的远程机器人操作
Front Robot AI. 2021 Jun 24;8:612964. doi: 10.3389/frobt.2021.612964. eCollection 2021.
8
Lio-A Personal Robot Assistant for Human-Robot Interaction and Care Applications.Lio-A:一款用于人机交互与护理应用的个人机器人助手。
IEEE Robot Autom Lett. 2020 Jul 7;5(4):5339-5346. doi: 10.1109/LRA.2020.3007462. eCollection 2020 Oct.
9
Technical Aspects of Intensive Care Unit Management: A Single-Center Experience at a Tertiary Academic Hospital.重症监护病房管理的技术层面:一家三级学术医院的单中心经验
J Multidiscip Healthc. 2021 Apr 20;14:869-875. doi: 10.2147/JMDH.S294905. eCollection 2021.
10
Robotics in Simulated COVID-19 Patient Room for Health Care Worker Effector Tasks: Preliminary, Feasibility Experiments.用于医护人员执行任务的模拟新冠病房中的机器人技术:初步可行性实验
Mayo Clin Proc Innov Qual Outcomes. 2021 Feb;5(1):161-170. doi: 10.1016/j.mayocpiqo.2020.12.005. Epub 2020 Dec 14.