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Artificial Intelligence Technologies Supporting Nurses' Clinical Decision-Making: A Systematic Review. 人工智能技术支持护士临床决策:系统综述。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-25 DOI: 10.1111/jocn.70156
Kristina Mikkonen, Saara Tuunainen, Anne Oikarinen, Miia Jansson, Brigitte Woo, Wentao Zhou, Wilson Tam, Anna-Maria Tuomikoski, Pirjo Kaakinen, Jonna Juntunen, Erika Jarva

Background: The use of technology to support nurses' decision-making is increasing in response to growing healthcare demands. AI, a global trend, holds great potential to enhance nurses' daily work if implemented systematically, paving the way for a promising future in healthcare.

Objectives: To identify and describe AI technologies for nurses' clinical decision-making in healthcare settings.

Design: A systematic literature review.

Data sources: CINAHL, PubMed, Scopus, ProQuest, and Medic were searched for studies with experimental design published between 2005 and 2024.

Review methods: JBI guidelines guided the review. At least two researchers independently assessed the eligibility of the studies based on title, abstract, and full text, as well as the methodological quality of the studies. Narrative analysis of the study findings was performed.

Results: Eight studies showed AI tools improved decision-making, patient care, and staff performance. A discharge support system reduced 30-day readmissions from 22.2% to 9.4% (p = 0.015); a deterioration algorithm cut time to contact senior staff (p = 0.040) and order tests (p = 0.049). Neonatal resuscitation accuracy rose to 94%-95% versus 55%-80% (p < 0.001); seizure assessment confidence improved (p = 0.01); pressure ulcer prevention (p = 0.002) and visual differentiation (p < 0.001) improved. Documentation quality increased (p < 0.001).

Conclusions: AI integration in nursing has the potential to optimise decision-making, improve patient care quality, and enhance workflow efficiency. Ethical considerations must address transparency, bias mitigation, data privacy, and accountability in AI-driven decisions, ensuring patient safety and trust while supporting equitable, evidence-based care delivery.

Impact: The findings underline the transformative role of AI in addressing pressing nursing challenges such as staffing shortages, workload management, and error reduction. By supporting clinical decision-making and workflow efficiency, AI can enhance patient safety, care quality, and nurses' capacity to focus on direct patient care. A stronger emphasis on research and implementation will help bridge usability and scalability gaps, ensuring sustainable integration of AI across diverse healthcare settings.

背景:为了应对日益增长的医疗需求,越来越多地使用技术来支持护士的决策。人工智能是一种全球趋势,如果系统地实施,它将具有极大的潜力,可以提高护士的日常工作,为医疗保健的美好未来铺平道路。目的:识别和描述人工智能技术在医疗保健机构护士临床决策中的应用。设计:系统的文献综述。数据来源:检索2005年至2024年间发表的实验设计研究,检索CINAHL、PubMed、Scopus、ProQuest和Medic。评审方法:JBI指南指导评审。至少有两名研究人员根据标题、摘要和全文以及研究的方法学质量独立评估研究的合格性。对研究结果进行叙述性分析。结果:8项研究表明,人工智能工具改善了决策、患者护理和员工绩效。出院支持系统将30天再入院率从22.2%降低到9.4% (p = 0.015);退化算法缩短了与高级工作人员联系的时间(p = 0.040)和订购测试的时间(p = 0.049)。新生儿复苏准确率从55%-80%上升至94%-95% (p)。结论:人工智能在护理中的整合具有优化决策、提高患者护理质量和提高工作流程效率的潜力。伦理方面的考虑必须涉及人工智能驱动决策的透明度、减少偏见、数据隐私和问责制,确保患者安全和信任,同时支持公平、循证的护理提供。影响:研究结果强调了人工智能在解决人员短缺、工作量管理和减少错误等紧迫护理挑战方面的变革性作用。通过支持临床决策和工作流程效率,人工智能可以提高患者安全、护理质量和护士专注于直接护理患者的能力。更加重视研究和实施将有助于弥合可用性和可扩展性方面的差距,确保人工智能在不同医疗保健环境中的可持续整合。
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引用次数: 0
A Lived Experience of Intensive Care Unit Survivors Regarding Post-Intensive Care Syndrome After Liver Transplantation: A Phenomenological Study. 肝移植后重症监护综合征重症监护病房幸存者的生活经验:现象学研究。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-24 DOI: 10.1111/jocn.70162
Francesco Gravante, Francesca Trotta, Silvio Simeone, Gianluca Pucciarelli

Background: Post-intensive care syndrome (PICS) is defined as mental, physical, cognitive, and social sequelae in survivors of critical illness. Survivors of liver transplantation exhibit a complex clinical condition following discharge from the intensive care unit (ICU). There is a lack of knowledge about the lived experience of PICS in survivors after liver transplantation.

Objectives: Describe the lived experiences of PICS in ICU survivors following liver transplantation.

Methods: A phenomenological study was carried out using interpretative phenomenological analysis (IPA). Semi-structured interviews were conducted with ICU survivors one month after discharge.

Results: Twenty ICU survivors were enrolled and interviewed after critical illness. The main themes that emerged from the data analysis were: (1) Profound life reorientation, (2) Physical impairment, (3) Psychological distress experiences, (4) Human-Centred Nursing Care, and (5) Return to daily life. Our results showed a particular impact of the dimensions of PICS, such as mental, physical, and social dimensions, on ICU survivors after liver transplantation.

Conclusion: The study concludes that ICU survivors experience profound life reorientation, physical impairment, and psychological distress experiences, yet benefit from human-centred nursing care, which facilitates their eventual return to daily life.

Patient or public contribution: The findings highlight the importance of human-centred nursing care in the post-ICU recovery process, where the multidisciplinary team plays a critical role in addressing both psychological distress and physical rehabilitation, supporting survivors' reintegration into daily life.

Impact: Post-liver transplant ICU survivors experience profound physical, psychological, and social impacts. Life reorientation, altered body image, and emotional distress emerge. Human-centred nursing facilitates rehabilitation, reintegration, and overall recovery.

Reporting method: Reporting was structured based on the COREQ checklist.

Protocol registration: Prot. N. 00014635-31/05/2023.

背景:重症监护后综合征(PICS)被定义为危重疾病幸存者的精神、身体、认知和社会后遗症。肝移植幸存者在重症监护病房(ICU)出院后表现出复杂的临床状况。对于肝移植后生存者的PICS生活经验缺乏了解。目的:描述肝移植后ICU存活患者PICS的生活经历。方法:采用解释现象学分析(IPA)进行现象学研究。出院后1个月对ICU幸存者进行半结构化访谈。结果:入选20例重症ICU存活患者。从数据分析中得出的主要主题是:(1)深刻的生活重新定位;(2)身体损伤;(3)心理困扰经历;(4)以人为本的护理;(5)回归日常生活。我们的研究结果显示,PICS的维度,如精神、身体和社会维度,对肝移植后ICU幸存者有特殊的影响。结论:ICU幸存者经历了深刻的生活重新定位、身体损伤和心理困扰经历,但受益于以人为本的护理,这有助于他们最终恢复日常生活。患者或公众贡献:研究结果强调了以人为本的护理在icu后康复过程中的重要性,多学科团队在解决心理困扰和身体康复方面发挥着关键作用,支持幸存者重新融入日常生活。影响:肝移植后ICU幸存者经历了深刻的身体、心理和社会影响。生活重新定位,身体形象改变,情绪困扰出现。以人为本的护理有助于康复、重返社会和全面康复。报告方法:报告是基于COREQ检查表构建的。协议注册:Prot。n 00014635 - 31/05/2023。
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引用次数: 0
The Forgotten Caregivers: A Qualitative Study Exploring the Experiences of Fathers of Children With Medical Complexity. 被遗忘的照顾者:一项探讨医疗复杂性儿童父亲经历的定性研究。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-22 DOI: 10.1111/jocn.70157
Vanessa C Fong, Nilanga Aki Bandara, Jennifer Baumbusch

Aim(s): To explore the caregiving experiences and support needs of fathers of children with medical complexity in Canada.

Design: A qualitative study guided by interpretive description methodology and informed by a Gender-Based Analysis Plus (GBA+) lens.

Methods: Data were collected through 60-min semi-structured interviews with seven fathers of children with medical complexity and analyzed using thematic analysis. The study followed the COREQ guidelines and checklist.

Results: Thematic analysis identified fathers' key roles as financial providers, hands-on caregivers, and as playing a key role in supporting their partners emotionally with the challenges of caregiving. Fathers prioritised the need for peer support, flexible workplace policies and improved access to mental health services.

Conclusion: The findings indicate that there is a critical need for more inclusive and flexible support systems and workplace policies that acknowledge and accommodate the important caregiving roles of fathers of children with medical complexity.

Relevance to clinical practice: The implications for healthcare professionals include actively involving fathers in care planning and providing targeted support services that recognise their roles to enhance child and family outcomes.

Patient or public contribution: We worked closely with our community advisory team, comprised of a physician, social worker and community organisation leader, who contributed to the study design, supported participant recruitment, and assisted in disseminating the findings back to the community, helping to ensure the research was grounded in and responsive to the needs of families of children with medical complexity.

目的:探讨加拿大医疗复杂性儿童父亲的护理经验和支持需求。设计:一项由解释性描述方法指导的定性研究,并由基于性别的分析+ (GBA+)镜头提供信息。方法:对7名医疗复杂性患儿父亲进行60分钟半结构化访谈,采用主题分析法进行数据分析。该研究遵循COREQ指南和清单。结果:专题分析确定了父亲作为经济提供者、亲力亲为的照顾者的关键角色,以及在照顾挑战时在情感上支持其伴侣方面发挥的关键作用。父亲们优先考虑同伴支持、灵活的工作场所政策和改善获得精神卫生服务的机会。结论:研究结果表明,迫切需要更具包容性和灵活性的支持系统和工作场所政策,以承认和适应具有医疗复杂性儿童的父亲的重要照顾角色。与临床实践的相关性:对医疗保健专业人员的影响包括积极地让父亲参与护理计划,并提供有针对性的支持服务,认识到他们在提高儿童和家庭成果方面的作用。患者或公众贡献:我们与社区咨询团队密切合作,该团队由医生、社会工作者和社区组织领导组成,他们为研究设计做出了贡献,支持参与者招募,并协助将研究结果传播回社区,帮助确保研究基于并响应医疗复杂性儿童家庭的需求。
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引用次数: 0
Lifting the Fog on Resuscitation: A Scoping Review to Define Cardiopulmonary Resuscitation. 解除复苏的迷雾:对心肺复苏定义的范围审查。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-18 DOI: 10.1111/jocn.70153
Catherine Jurd, Jennieffer Barr, Margaret Yen, Julie Flynn

Aims: To summarise current research that defines cardiopulmonary resuscitation and to provide a succinct conceptual definition of cardiopulmonary resuscitation.

Design: Scoping review using JBI guidelines to develop the study protocol.

Methods: The most recent (2024) research papers on cardiopulmonary resuscitation were evaluated for inclusion. Individual definitions of cardiopulmonary resuscitation extracted from 25 papers were summarised and then analysed to conceptualise a single definition for cardiopulmonary resuscitation.

Data sources: CINAHL, Medline and Scopus databases were evaluated for inclusion.

Results: Definitions of cardiopulmonary resuscitation focused on interventions, mainly chest compressions and ventilation. Defibrillation was inconsistently included. There was less emphasis on criteria for initiating cardiopulmonary resuscitation and desired outcomes.

Conclusion: This scoping review found limited consensus between definitions of cardiopulmonary resuscitation. Analysis of the range of perspectives found in the review enabled the researchers to propose definitions in three areas: cardiopulmonary resuscitation, basic life support and advanced life support.

Implications for the profession and patient care: Nurses working in hospitals and responding to cardiac arrests are guided by Advanced Resuscitation Plans and Do Not Resuscitate orders. In turn, these documents should communicate a clear definition of cardiopulmonary resuscitation in policies, procedures and standards. This is important for clinical nurses to ensure patients' consent for cardiopulmonary resuscitation and defibrillation is informed.

Impact: Currently cardiopulmonary resuscitation is inconsistently defined. Cardiopulmonary resuscitation includes compressions and ventilation. A standardised definition of cardiopulmonary resuscitation supports professional nursing practice and has wider implications for patient consent and research practice.

Reporting method: This scoping review adheres to and is reported according to PRISMA-ScR.

Patient or public contribution: No patient or public contribution.

目的:总结目前关于心肺复苏的研究,并对心肺复苏给出一个简明的概念定义。设计:使用JBI指南进行范围审查,以制定研究方案。方法:选取最近(2024)篇有关心肺复苏的研究论文进行评价。从25篇论文中提取的心肺复苏的个别定义进行总结,然后进行分析,以概念化心肺复苏的单一定义。数据来源:对CINAHL、Medline和Scopus数据库进行纳入评估。结果:心肺复苏的定义集中在干预措施上,主要是胸外按压和通气。除颤不一致地包括在内。对启动心肺复苏的标准和预期结果的强调较少。结论:本综述发现心肺复苏的定义之间存在有限的共识。通过分析综述中发现的各种观点,研究人员提出了三个领域的定义:心肺复苏、基本生命支持和高级生命支持。对专业和病人护理的启示:在医院工作和应对心脏骤停的护士应遵循高级复苏计划和禁止复苏命令。反过来,这些文件应该在政策、程序和标准中传达心肺复苏的明确定义。这对于临床护士确保患者同意心肺复苏和除颤是很重要的。影响:目前心肺复苏的定义不一致。心肺复苏术包括按压和通气。心肺复苏的标准化定义支持专业护理实践,并对患者同意和研究实践具有更广泛的影响。报告方法:此范围审查遵循并根据PRISMA-ScR报告。患者或公众捐款:没有患者或公众捐款。
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引用次数: 0
Summary of the Best Evidence for Weaning From Mechanical Ventilation in Neurocritical Care Patients 神经危重症患者脱离机械通气的最佳证据总结。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-14 DOI: 10.1111/jocn.70150
Xia Wang, Xin Tang, Jun Chen, Shunyan Yang, Kaiyue Lyu, Jin Liu, Feilong Wang, Yan Liu, Yuhong Li, Jishu Xian, Yujie Chen, Binbin Tan
<div> <section> <h3> Aim</h3> <p>The best evidence on programmed weaning from mechanical ventilation in neurocritical care patients should be gathered, evaluated, and integrated to provide an evidence basis for determining the optimal weaning program for these patients.</p> </section> <section> <h3> Methods</h3> <p>According to the ‘6S’ pyramid model of evidence-based practice resources, Chinese and international guideline websites, websites of relevant professional societies, and Chinese and English databases were systematically searched. The databases were searched from the time of establishment to October 2024. Literature screening was subsequently performed according to the inclusion and exclusion criteria. Two researchers independently evaluated the literature quality and extracted and summarised the evidence.</p> </section> <section> <h3> Results</h3> <p>A total of 21 publications were included, including 3 guidelines, 5 expert consensus papers, 1 evidence summary, and 12 systematic reviews. A total of 29 pieces of best evidence in the following 5 aspects were summarised: preweaning preparation and screening, a weaning protocol, extubation assessment, extubation preparation and procedure, and postextubation management.</p> </section> <section> <h3> Conclusions</h3> <p>This study summarises the best evidence for the programmed weaning of neurocritical care patients from mechanical ventilation and provides a basis for clinical medical personnel to standardise this weaning process. Evidence-based application of these strategies should be implemented to verify their clinical efficacy and safety in practice.</p> </section> <section> <h3> Implications for Clinical Practice</h3> <p>Successful weaning is key in the management of neurocritical care patients receiving mechanical ventilation. The establishment of a localised extubation protocol guided by a multidisciplinary team can significantly reduce the extubation failure rate, the duration of mechanical ventilation and the incidence of related complications. However, evidence-based application is needed to verify the efficacy and safety of these strategies in clinical practice.</p> </section> <section> <h3> Reporting Method</h3> <p>This evidence review adhered to the evidence review report guidelines formulated by the Evidence-Based Nursing Center of Fudan University. These guidelines cover aspects such as problem establishment, literature search, literature screening, literature evaluation, evidence summary and classific
目的:收集、评估和整合神经危重症患者机械通气程序性脱机的最佳证据,为确定这些患者的最佳脱机方案提供证据基础。方法:根据循证实践资源的“6S”金字塔模型,系统检索国内外指南网站、相关专业学会网站、中英文数据库。检索时间为数据库建立之日至2024年10月。随后根据纳入和排除标准进行文献筛选。两名研究人员独立评估文献质量,提取和总结证据。结果:共纳入文献21篇,其中指南3篇,专家共识论文5篇,证据摘要1篇,系统评价12篇。总结了以下5个方面29条最佳证据:脱机前准备和筛查、脱机方案、拔管评估、拔管准备和程序、拔管后管理。结论:本研究总结了神经危重症患者机械通气程序化脱机的最佳证据,为临床医务人员规范脱机流程提供了依据。这些策略应以证据为基础,在实践中验证其临床疗效和安全性。对临床实践的启示:成功脱机是神经危重症患者接受机械通气管理的关键。建立多学科团队指导下的局部拔管方案,可显著降低拔管失败率、机械通气持续时间及相关并发症的发生率。然而,需要循证应用来验证这些策略在临床实践中的有效性和安全性。报告方法:本证据审查遵循复旦大学循证护理中心制定的证据审查报告指南。这些指南涵盖了问题的确立、文献检索、文献筛选、文献评价、证据总结与分类以及提出实用建议等方面。本证据总结遵循注册号ES20244849的复旦大学循证护理中心(http://ebn.nursing.fudan.edu.cn)的证据总结报告规范。试验注册:本研究依据复旦大学循证护理中心的证据总结报告规范;注册名称为“神经危重症患者脱离机械通气的最佳证据摘要”;注册号码为ES20231823。
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引用次数: 0
The Promise and Pitfalls of Innovative Indicators in Predicting Stroke. 创新指标预测中风的前景与缺陷。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-14 DOI: 10.1111/jocn.70152
Yiwen Guo, Yan Zhou
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引用次数: 0
When Life Hangs on a Breath: A Narrative Inquiry Into Nursing Presence and Hope. 当生命悬于呼吸:对护理存在和希望的叙述调查。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-09 DOI: 10.1111/jocn.70148
Alwyn T Pandian, Clinton R Brenner, Vinciya Pandian, Michael J Brenner
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引用次数: 0
Reflections on "Developing and Evaluating the Use of ChatGPT as a Screening Tool for Nurses Conducting Structured Literature Reviews: Proof of Concept Study Results". 关于“开发和评估ChatGPT作为护士进行结构化文献综述的筛选工具:概念验证研究结果”的思考。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-11-06 DOI: 10.1111/jocn.70149
Ahmadreza Abedi, Maedeh Alhosseini
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引用次数: 0
Exploring Health Care Needs and HR-QOL Among Women With Cancer: A Principal Component Analysis Before and 6 Months After Treatment Initiation. 探讨癌症妇女的医疗保健需求和HR-QOL:治疗开始前和治疗开始后6个月的主成分分析
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-10-29 DOI: 10.1111/jocn.70146
Michiyo Mizuno, Ikuko Chiba, Natsumi Oda, Miki Kondo, Toru Mukohara, Tatsuya Onishi, Choei Tai, Yui Nakagawa, Ako Hosono, Susumu Okano, Hiroshi Tanabe, Saori Mishima, Masami Yuda, Tetsuo Akimoto

Aim: To examine the characteristics of the health care needs corresponding to the medical care process and HR-QOL of women with cancer.

Design: A descriptive design was adopted.

Methods: The study's participants were 122 women with cancer who completed a survey before and 6 months after treatment initiation. A principal component analysis (PCA) was conducted on a set of 12 health care satisfaction scores at each point. Correlations were examined between the resulting components and HR-QOL indicators, including subjective well-being, symptoms, symptom-related interference, anxiety and depression.

Results: Most participants reported high health care satisfaction in both phases. PCA indicated the presence of 3 distinct domains: satisfaction with health care, health care management and supportive care. In both phases, these domains accounted for about 60% of the variance, while the remaining 40% was unexplained. Only satisfaction with health care was correlated with HR-QOL at both phases, with particularly strong associations observed for subjective well-being and depression at 6 months. Before treatment initiation, the item of 'nursing care and practice' received the highest average score, but demonstrated a negative loading on the component of 'satisfaction with health care management'. The component of 'satisfaction with supportive care needs' was retained at both phases.

Conclusion: Health care plays a pivotal role in maintaining patients' quality of life, while supportive care and the integration of nursing practice within health care management remain essential.

Implications for patient care: High satisfaction scores do not necessarily mean that all health care needs are met. Addressing unmet needs from the perspective of HR-QOL and ensuring continuous supportive care throughout the treatment process is imperative.

Patient contribution: Data provided by women with cancer was used.

目的:探讨女性肿瘤患者医疗过程中相应的保健需求特点及HR-QOL。设计:采用描述性设计。方法:该研究的参与者是122名患有癌症的女性,她们在治疗开始前和治疗开始后6个月完成了一项调查。对每个点的12个医疗保健满意度得分进行主成分分析(PCA)。研究结果的组成部分与HR-QOL指标之间的相关性,包括主观幸福感、症状、症状相关干扰、焦虑和抑郁。结果:大多数参与者在两个阶段都有较高的医疗满意度。主成分分析显示存在3个不同的领域:卫生保健满意度、卫生保健管理和支持护理。在这两个阶段,这些领域占了60%的方差,而剩下的40%是无法解释的。在这两个阶段,只有对医疗保健的满意度与HR-QOL相关,在6个月时观察到主观幸福感和抑郁的相关性特别强。在治疗开始前,“护理和实践”项的平均得分最高,但在“卫生保健管理满意度”项上表现出负负荷。“对支持性护理需求的满意度”的组成部分在两个阶段都被保留。结论:卫生保健在维持患者生活质量中起着关键作用,而支持性护理和卫生保健管理中护理实践的整合仍然是必不可少的。对病人护理的启示:高满意度得分并不一定意味着所有的卫生保健需求得到满足。从HR-QOL的角度解决未满足的需求并确保在整个治疗过程中持续的支持性护理是必要的。患者贡献:使用癌症女性患者提供的数据。
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引用次数: 0
Comment on "Barriers and Facilitators in Implementing Clinical Practice Guidelines Among Nurses in Emergency Departments and Critical Care Units: A Systematic Review". 对“急诊科和重症监护病房护士实施临床实践指南的障碍和促进因素:系统综述”的评论。
IF 3.5 3区 医学 Q1 NURSING Pub Date : 2025-10-28 DOI: 10.1111/jocn.70125
Dalyal Nader Alosaimi
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引用次数: 0
期刊
Journal of Clinical Nursing
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