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Forecasting long-term care demands for dementia in China (2020–2040): A Markov model analysis of urban-rural disparities 中国老年痴呆症长期护理需求预测(2020-2040年):基于城乡差异的马尔可夫模型分析
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2026-01-06 DOI: 10.1016/j.ijnurstu.2025.105328
Peijia Zhu , Qifan Yang , Jie Chen , Liangwen Zhang , Ya Fang

Background

Since no cure for dementia has been found, providing accessible long-term care has become a major global public health challenge. The reliance on informal care has become a significant issue in global healthcare systems, especially in regions with limited formal care resources. The impact of dementia care demands at different stages on resource allocation in China remains unclear.

Objective

This study projects dementia care costs and workforce gaps from 2020 to 2040 using a nationwide Markov model to analyze long-term care demands under urban–rural disparities.

Design

A micro-simulation study.

Methods

We developed a Markov model with five health states (healthy, mild, moderate, severe dementia, and death) based on a Chinese aging cohort, using a 1-year cycle. The model integrated multi-source data (Chinese Longitudinal Healthy Longevity Survey, United Nations projections, official statistics, and surveys) to project age, gender, and urban–rural specific changes in dementia care demands among the population aged 65 and above. Scenario analyses (low and high standards) were conducted to predict care costs and workforce demands from both formal and informal care perspectives over 20 years.

Results

By 2040, China's dementia population is forecast to reach 29.83 million, with mild dementia accounting for 60.32 % of cases. Informal care will remain dominant, with workforce gaps ranging from 3.37 million (low standard) to 5.78 million (high standard). The burden is heaviest among rural females aged 65–69, but overall, urban areas face higher burdens than rural ones. Cumulative long-term care costs over 20 years are estimated to range from US$387.74 million (low standard, 0.0026 % of 2020 GDP) to US$937.52 million (high standard, 0.0064 % of 2020 GDP), driven primarily by increasing new dementia cases due to population aging.

Conclusions

Our study highlights the urgent need for enhanced informal care support, early screening for mild dementia, and an accessible long-term care system to address growing challenges. The findings provide a foundation for developing a visualization tool to support real-time policy decision-making in dementia care resource planning.
由于没有找到治疗痴呆症的方法,提供可获得的长期护理已成为一项重大的全球公共卫生挑战。对非正规护理的依赖已成为全球卫生保健系统中的一个重大问题,特别是在正规护理资源有限的地区。中国不同阶段痴呆护理需求对资源配置的影响尚不清楚。
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引用次数: 0
Speaking to machines, not patients: The unexamined uandate of AI-driven nursing Practice 对机器说话,而不是对病人说话:人工智能驱动的护理实践未经检验的成果
IF 8.1 1区 医学 Q1 NURSING Pub Date : 2025-12-29 DOI: 10.1016/j.ijnurstu.2025.105327
Maxim Topaz
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引用次数: 0
How community nurses handle concerns voiced by older adults: A conversation analytic study 社区护士如何处理老年人表达的担忧:一项对话分析研究
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-26 DOI: 10.1016/j.ijnurstu.2025.105326
Leonie Slots , Bogdana Humă , Hedwig te Molder , Marjolein den Ouden , Ellen Oosterkamp-Szwajcer , Geke Ludden

Background

Community nurses play an important role in supporting older adults who live at home by encouraging self-determination, autonomy, and self-management, all of which are becoming increasingly important in home care. This study aims to identify and describe the ways in which community nurses deal with the concerns raised by older adults, who live independently at home with care support.

Data and method

We analysed a corpus of 21 recorded conversations that took place during home visits conducted in a large Dutch city between 2020 and 2022. To examine the data, we used conversation analysis, an inductive qualitative approach that is particularly suited to the analysis of real-life interactions, including healthcare interactions.

Analysis

We identified three different trajectories that characterise how community nurses handle clients' concerns and that yield distinct outcomes. The exploratory trajectory is characterised by nurses stimulating clients both to identify the cause or source of the concern as well as a solution to it. By contrast, the presumptive trajectory involves nurses proposing solutions themselves, while leaving the origins of the concern unexplored. Finally, the reassuring trajectory entails nurses normalising the concern which leads to clients volunteering possible remedies that they have already implemented.

Conclusion

Our findings highlight the crucial role of language in how concerns of clients are constructed during home visits and the importance of community nurses in shaping how those concerns unfold and get resolved.
社区护士通过鼓励自我决定、自主和自我管理,在支持住在家里的老年人方面发挥着重要作用,所有这些在家庭护理中变得越来越重要。本研究旨在确定和描述社区护士处理老年人提出的问题的方式,老年人在家中独立生活并得到护理支持。数据和方法我们分析了2020年至2022年期间在荷兰一个大城市进行的家访期间的21次对话记录。为了检查数据,我们使用了对话分析,这是一种归纳定性方法,特别适合于分析现实生活中的互动,包括医疗保健互动。分析我们确定了三种不同的轨迹,这些轨迹描述了社区护士如何处理客户的担忧,并产生了不同的结果。探索性轨迹的特点是护士刺激客户确定问题的原因或来源以及解决方案。相比之下,假定的轨迹是护士自己提出解决方案,而对问题的根源置之不理。最后,令人放心的轨迹需要护士正常化的关注,导致客户自愿可能的补救措施,他们已经实施。结论:我们的研究结果强调了语言在家访中如何构建来访者的担忧中所起的关键作用,以及社区护士在塑造这些担忧如何展开和解决方面的重要性。
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引用次数: 0
Person-centered care revisited: From problematizing its conceptual and methodological assumptions to proposing alternative foundations 重新审视以人为本的护理:从质疑其概念和方法假设到提出替代基础
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-22 DOI: 10.1016/j.ijnurstu.2025.105325
Ali Kazemi , Tinna Elfstrand Corlin
Person-centered care has achieved near-universal endorsement as a hallmark of quality in healthcare. Yet its status as an unquestioned “good” risks obscuring the assumptions that underpin it. Drawing on the problematization methodology, this paper critically examines the conceptual foundations of person-centered care to reveal how its dominant formulations may inadvertently constrain theory, research, practice, and evaluation. We identify twenty underlying assumptions grouped into six categories: normative-ethical, epistemic-psychological, practical-organizational, ontological-identity, justice, and measurement, and assess why they merit rethinking. These assumptions, such as personhood as individual autonomy, partnership as symmetrical collaboration, and care quality as measurable output, are shown to privilege individualism and standardization. To unsettle these taken-for-granted premises, this paper develops alternative assumption grounds that reconceptualize person-centered care as an emergent and context-dependent practice. Personhood is reframed as co-constructed within relationships; partnership as negotiated co-agency shaped by power and circumstance; and dignity as enacted through everyday attentiveness and mutual recognition. This reorientation shifts ethical and practical focus from implementing person-centered care as a fixed model toward cultivating conditions in which care can be continuously co-created. Rather than offering replacements or definitive solutions, the proposed alternatives serve as generative provocations aimed at stimulating critical dialog and new research directions. We argue that the future of person-centered care lies not in further technical refinement but in reimagining care as a moral and relational process, i.e., as something created with rather than delivered to persons. By cultivating reflexivity and moral imagination at personal, professional, and organizational levels, healthcare can better sustain the humane and contextually grounded spirit that person-centered care is meant to embody.
以人为本的护理作为医疗保健质量的标志已经取得了近乎普遍的认可。然而,它作为一种毫无疑问的“好东西”的地位,可能会模糊支撑它的假设。利用问题化方法论,本文批判性地考察了以人为本的护理的概念基础,以揭示其主导公式如何无意中限制理论,研究,实践和评估。我们确定了20个基本假设,分为六类:规范-伦理,认识论-心理,实践-组织,本体论-身份,正义和测量,并评估为什么它们值得重新思考。这些假设,如人格作为个人自治,伙伴关系作为对称协作,护理质量作为可衡量的产出,被证明有利于个人主义和标准化。为了消除这些想当然的前提,本文发展了另一种假设基础,将以人为本的护理重新定义为一种新兴的、依赖于情境的实践。人格被重新定义为在关系中共同构建;伙伴关系是由权力和环境形成的协商共同代理;尊严是通过每天的关注和相互认可来实现的。这种重新定位将伦理和实践的重点从实施以人为中心的护理作为一种固定模式转向培养护理可以持续共同创造的条件。拟议的替代方案不是提供替代方案或确定的解决方案,而是作为旨在刺激关键对话和新的研究方向的生成性挑衅。我们认为,以人为本的护理的未来不在于进一步的技术改进,而在于将护理重新想象为一个道德和关系的过程,即作为与人一起创造而不是交付给人的东西。通过在个人、专业和组织层面培养反身性和道德想象力,医疗保健可以更好地维持以人为本的关怀所体现的人道和情境基础精神。
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引用次数: 0
The systemic roots of Chinese nurse burnout: A mixed-methods study using natural language processing of social media data 中国护士职业倦怠的系统根源:基于社交媒体数据自然语言处理的混合方法研究
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-21 DOI: 10.1016/j.ijnurstu.2025.105324
Qiuyue Cui , Jialiang Jiang , Ying Zhong , Ruoyu Du , Yamei Zhang , Yuan Ge

Background

Burnout, a global occupational health challenge, is particularly prevalent among Chinese nurses. Traditional research methods have limitations in capturing nurses' unfiltered burnout experiences.

Objectives

To identify the core themes of burnout expressed by Chinese nurses on social media, analyze its systemic causes, and provide evidence to inform intervention strategies.

Design

An explanatory sequential mixed-methods design.

Methods

We collected 10,164 public posts and comments regarding nurse burnout from four leading Chinese social media platforms (Weibo, REDnote, Zhihu, and DXY.cn). The dataset spans from January 1, 2015, to May 1, 2025, with varied data collection start times across platforms. Latent Dirichlet Allocation topic modeling was used to identify latent themes, followed by qualitative thematic analysis for in-depth interpretation and the development of an explanatory systemic model.

Results

Latent Dirichlet Allocation topic modeling identified 11 distinct burnout themes. Subsequent qualitative analysis integrated these findings to develop the systemic-pressure model of nurse burnout, a theoretical framework organizing these pressures into three functional domains: Early-career challenges, organizational & daily pressures, and career & well-being outcomes.

Conclusion

Burnout among Chinese nurses is a systemic problem rooted in the healthcare system, not an issue of individual adaptation. Findings indicate interventions must target systemic reforms in hospital management, work design, and incentive mechanisms, rather than focusing solely on individual support.
职业倦怠是一个全球性的职业健康挑战,在中国护士中尤为普遍。传统的研究方法在捕捉护士未经过滤的倦怠经历方面存在局限性。目的了解中国护士在社交媒体上表达的职业倦怠的核心主题,分析其系统性原因,为干预策略提供依据。设计解释性顺序混合方法设计。方法收集中国四大社交媒体平台(微博、红笔记、知乎和dx .cn)上有关护士职业倦怠的公开帖子和评论10164条。数据集的时间跨度为2015年1月1日至2025年5月1日,不同平台的数据收集开始时间不同。利用潜在狄利克雷分配主题模型识别潜在主题,然后进行定性主题分析进行深入解释,并建立解释性系统模型。结果通过分配主题模型确定了11个不同的职业倦怠主题。随后的定性分析将这些发现整合起来,形成护士职业倦怠的系统压力模型,这是一个理论框架,将这些压力分为三个功能领域:早期职业挑战、组织和日常压力以及职业和福祉结果。结论我国护士职业倦怠是一个系统性问题,其根源在于医疗体制,而非个体适应问题。研究结果表明,干预措施必须针对医院管理、工作设计和激励机制的系统性改革,而不是仅仅关注个人支持。
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引用次数: 0
The use of large language models in clinical documentation: A scoping review 在临床文献中使用大型语言模型:范围综述
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-19 DOI: 10.1016/j.ijnurstu.2025.105322
Brigitte Fong Yeong Woo , Kenrick Cato , Hannah Cho , Sang Bin You , Jiyoun Song

Background

Clinical documentation is essential for safe, high-quality care but has become increasingly complex, contributing to clinician burnout. Large language models offer potential to ease documentation by generating summaries, structuring data, and ensuring compliance. However, concerns remain regarding accuracy, bias, privacy, and regulatory risks.

Objective

To map current literature on large language models applications in clinical documentation, evaluating their benefits, limitations, and ethical considerations.

Information sources

Five electronic databases (i.e., PubMed, Scopus, CINAHL, Cochrane Library, and IEEE Xplore) covering peer-reviewed literature published in English between January 2009 and August 2025.

Methods

This scoping review followed Arksey and OMalleys framework and was reported in accordance with PRISMA-ScR guidelines. Screening, data extraction, and quality appraisal were conducted independently by multiple reviewers using Joanna Briggs Institute tools. Findings were synthesized using descriptive and narrative approaches.

Results

Forty-one studies met inclusion criteria, most originating from the United States. Large language models were primarily applied to clinical note generation, discharge summaries, and provider-patient encounter documentation. Key evaluation metrics included content accuracy, linguistic quality, and summarization performance. Large language models demonstrated potential to improve documentation efficiency and readability, with some studies reporting up to 40 % time savings. However, concerns about factual inaccuracies, hallucinations, and reduced performance in complex cases were common. Clinician perceptions were mixed. Some found notes generated by large language models helpful and well-structured, while others raised concerns about reliability, liability, and loss of clinical nuance. Ethical challenges included data privacy, security, and algorithmic bias, with varying levels of compliance across settings.

Conclusions

Large language models hold significant promise for enhancing clinical documentation by improving efficiency, standardization, and clarity. However, their safe and effective use requires rigorous attention to accuracy, ethical safeguards, and clinician trust. Integration must support, rather than supplant, clinical reasoning and patient-centered care. Co-design with clinicians, real-world evaluation, and artificial intelligence literacy are essential to ensure that these technologies augment, not erode, professional judgment and care quality.

Registration

Open Science Framework Registries (https://osf.io/m4h3q).
临床文献对安全、高质量的护理至关重要,但也变得越来越复杂,导致临床医生职业倦怠。大型语言模型可以通过生成摘要、结构化数据和确保遵从性来简化文档编制。然而,对准确性、偏见、隐私和监管风险的担忧仍然存在。目的对大型语言模型在临床文献中的应用进行综述,评价其优点、局限性和伦理考虑。信息源5个电子数据库(PubMed, Scopus, CINAHL, Cochrane Library, IEEE Xplore),涵盖2009年1月至2025年8月间发表的同行评议的英文文献。方法本综述遵循Arksey和OMalleys框架,并按照PRISMA-ScR指南进行报道。筛选、数据提取和质量评估由多个审稿人使用Joanna Briggs研究所的工具独立进行。使用描述性和叙述性方法综合研究结果。结果41项研究符合纳入标准,多数来自美国。大型语言模型主要应用于临床记录生成、出院摘要和提供者-患者遭遇文档。关键评估指标包括内容准确性、语言质量和总结性能。大型语言模型展示了提高文档效率和可读性的潜力,一些研究报告称可以节省多达40%的时间。然而,在复杂的病例中,对事实不准确、幻觉和表现下降的担忧是常见的。临床医生的看法不一。一些人发现由大型语言模型生成的笔记很有用,结构良好,而另一些人则担心可靠性、责任和临床细微差别的丧失。道德挑战包括数据隐私、安全性和算法偏见,不同设置的合规性不同。结论大型语言模型通过提高效率、标准化和清晰度来增强临床文献,具有重要的前景。然而,它们的安全和有效使用需要严格注意准确性,道德保障和临床医生的信任。整合必须支持而不是取代临床推理和以病人为中心的护理。与临床医生共同设计、现实世界评估和人工智能素养对于确保这些技术增强而不是削弱专业判断和护理质量至关重要。RegistrationOpen Science Framework registres (https://osf.io/m4h3q)。
{"title":"The use of large language models in clinical documentation: A scoping review","authors":"Brigitte Fong Yeong Woo ,&nbsp;Kenrick Cato ,&nbsp;Hannah Cho ,&nbsp;Sang Bin You ,&nbsp;Jiyoun Song","doi":"10.1016/j.ijnurstu.2025.105322","DOIUrl":"10.1016/j.ijnurstu.2025.105322","url":null,"abstract":"<div><h3>Background</h3><div>Clinical documentation is essential for safe, high-quality care but has become increasingly complex, contributing to clinician burnout. Large language models offer potential to ease documentation by generating summaries, structuring data, and ensuring compliance. However, concerns remain regarding accuracy, bias, privacy, and regulatory risks.</div></div><div><h3>Objective</h3><div>To map current literature on large language models applications in clinical documentation, evaluating their benefits, limitations, and ethical considerations.</div></div><div><h3>Information sources</h3><div>Five electronic databases (i.e., PubMed, Scopus, CINAHL, Cochrane Library, and IEEE Xplore) covering peer-reviewed literature published in English between January 2009 and August 2025.</div></div><div><h3>Methods</h3><div>This scoping review followed Arksey and OMalleys framework and was reported in accordance with PRISMA-ScR guidelines. Screening, data extraction, and quality appraisal were conducted independently by multiple reviewers using Joanna Briggs Institute tools. Findings were synthesized using descriptive and narrative approaches.</div></div><div><h3>Results</h3><div>Forty-one studies met inclusion criteria, most originating from the United States. Large language models were primarily applied to clinical note generation, discharge summaries, and provider-patient encounter documentation. Key evaluation metrics included content accuracy, linguistic quality, and summarization performance. Large language models demonstrated potential to improve documentation efficiency and readability, with some studies reporting up to 40 % time savings. However, concerns about factual inaccuracies, hallucinations, and reduced performance in complex cases were common. Clinician perceptions were mixed. Some found notes generated by large language models helpful and well-structured, while others raised concerns about reliability, liability, and loss of clinical nuance. Ethical challenges included data privacy, security, and algorithmic bias, with varying levels of compliance across settings.</div></div><div><h3>Conclusions</h3><div>Large language models hold significant promise for enhancing clinical documentation by improving efficiency, standardization, and clarity. However, their safe and effective use requires rigorous attention to accuracy, ethical safeguards, and clinician trust. Integration must support, rather than supplant, clinical reasoning and patient-centered care. Co-design with clinicians, real-world evaluation, and artificial intelligence literacy are essential to ensure that these technologies augment, not erode, professional judgment and care quality.</div></div><div><h3>Registration</h3><div>Open Science Framework Registries (<span><span>https://osf.io/m4h3q</span><svg><path></path></svg></span>).</div></div>","PeriodicalId":50299,"journal":{"name":"International Journal of Nursing Studies","volume":"176 ","pages":"Article 105322"},"PeriodicalIF":7.1,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145784532","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unit manager's integral nursing leadership linked to job satisfaction and intention to leave among nurses: A descriptive, correlational study 单位经理的整体护理领导与护士工作满意度和离职意向的关系:一项描述性的相关研究
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-18 DOI: 10.1016/j.ijnurstu.2025.105321
JiSun Choi , Seon Mi Cho

Background

Nurse leaders and managers face significant challenges in today's rapidly changing and complex healthcare environments. With the important role of leadership, integral nursing leadership has been proposed as a new and holistic approach, considering both the internal and external aspects of individual leaders, as well as nursing organizations. Little research has investigated the effects of this leadership on outcomes in nursing contexts.

Objective

To examine the relationships between unit manager's integral nursing leadership and nurse outcomes (job satisfaction and intention to leave the unit, the hospital, and nursing profession), while controlling for individual general characteristics.

Design

Descriptive, correlational study.

Methods

Data were collected from nurses (N = 507; 31 units) in two teaching hospitals in Seoul, South Korea, between June 2020 and August 2021. A structured questionnaire, including demographic and work-related characteristics, integral nursing leadership, job satisfaction, and intention to leave at three levels (unit, hospital, and nursing profession), was used. Multilevel modeling was conducted to examine the relationships between integral nursing leadership and nurse outcomes, accounting for nurses nested within their units.

Results

Significant variations across nursing units were found for all nurse outcomes. Integral nursing leadership was statistically significant in relation to nurse outcomes, including job satisfaction (B = 0.23, 95 % CI [0.16, 0.30]), intention to leave the unit (OR = 0.55, 95 % CI [0.40, 0.76]), and intention to leave the hospital (OR = 0.52, 95 % CI [0.37, 0.74]), while no statistically significant relationship was found for intention to leave nursing profession. Of the four aspects of integral nursing leadership, individual leadership qualities (B = 0.14, 95 % CI [0.01, 0.27]) and individual performance (B = 0.18, 95 % CI [0.05, 0.30]) were significantly related to job satisfaction. Only individual performance was also statistically significant in relation to intention to leave the unit (OR = 0.48, 95 % CI [0.28, 0.82]), whereas individual performance (OR = 0.40, 95 % CI [0.23, 0.71]) and organizational excellence (OR = 1.80, 95 % CI [1.05, 3.07]) were statistically significant in relation to intention to leave the hospital.

Conclusion

These findings provide evidence-based insights that can inform the development of leadership training programs. Such programs could help nursing leaders enhance their leadership practices, thereby fostering their internal and external growth while improving organizational outcomes.
在当今快速变化和复杂的医疗环境中,护士领导和管理人员面临着重大挑战。随着领导的重要作用,整体护理领导被提出作为一种新的整体方法,考虑到个人领导和护理组织的内部和外部方面。很少有研究调查这种领导对护理环境结果的影响。目的在控制个体一般特征的情况下,探讨单位管理者整体护理领导与护理结果(工作满意度和离开单位、医院和护理专业的意愿)之间的关系。设计描述性、相关性研究。方法收集2020年6月至2021年8月韩国首尔两所教学医院的护士(N = 507; 31个单位)的数据。使用了一份结构化问卷,包括人口统计和工作相关特征、整体护理领导、工作满意度和三个层次(单位、医院和护理专业)的离职意向。多层模型被用来检查整体护理领导和护士结果之间的关系,考虑到护士嵌套在他们的单位。结果各护理单位的护理结果存在显著差异。整体护理领导与护士工作满意度(B = 0.23, 95% CI[0.16, 0.30])、离职意向(OR = 0.55, 95% CI[0.40, 0.76])、离职意向(OR = 0.52, 95% CI[0.37, 0.74])相关,而与离职意向相关无统计学意义。在整体护理领导的四个方面中,个人领导素质(B = 0.14, 95% CI[0.01, 0.27])和个人绩效(B = 0.18, 95% CI[0.05, 0.30])与工作满意度显著相关。只有个人表现与离职意愿也有统计学意义(OR = 0.48, 95% CI[0.28, 0.82]),而个人表现(OR = 0.40, 95% CI[0.23, 0.71])和组织卓越(OR = 1.80, 95% CI[1.05, 3.07])与离职意愿有统计学意义。这些发现提供了基于证据的见解,可以为领导力培训项目的发展提供信息。这些项目可以帮助护理领导者加强他们的领导实践,从而促进他们的内部和外部成长,同时改善组织成果。
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引用次数: 0
Clinical Decision Support Systems for cancer symptom management: A scoping review 癌症症状管理的临床决策支持系统:范围综述
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-16 DOI: 10.1016/j.ijnurstu.2025.105317
Jing Chi , Chuhan Zhong , Jianyao Tang , Bingqian Guo , Yujie Zhang , Shisi Deng , Zihan Guo , Yanni Wu
<div><h3>Background</h3><div>Effective cancer symptom management significantly impacts patient outcomes and quality of life. While Clinical Decision Support Systems show promise for enhancing symptom management, comprehensive analysis of their implementation in nursing practice remains limited. Understanding Clinical Decision Support Systems characteristics is essential for advancing evidence-based nursing implementation and improving patient care quality.</div></div><div><h3>Objective</h3><div>To comprehensively assess the landscape of Clinical Decision Support Systems in cancer symptom management by analyzing decision logic architectures, integration with existing clinical systems, application purposes, and implementation contexts.</div></div><div><h3>Methods</h3><div>We conducted a systematic scoping review searching six databases (PubMed, Web of Science, EMBASE, CINAHL, Scopus, and Cochrane Library) from inception through October 2025, supplemented by citation tracking and gray literature websites. We included studies reporting on the development, implementation, or evaluation of Clinical Decision Support Systems for cancer symptom management. Two independent reviewers extracted data on system architecture, decision logic approaches, Electronic Health Records integration status, clinical applications, implementation settings, cancer types, treatment modalities, and Artificial Intelligence technology implementation.</div></div><div><h3>Results</h3><div>Of 28,891 articles identified, 220 met inclusion criteria after screening. Rule-based systems constituted the majority (78.6 %) of implementations, while machine learning approaches (15.0 %) and hybrid systems combining rule-based and machine learning methods (3.2 %) represented emerging alternatives. Electronic Health Records integration was achieved in only 25.5 % of systems, with Artificial Intelligence technologies incorporated in just 18.2 %. Temporal analysis from 2003 to 2025 revealed increasing adoption of artificial intelligence and hybrid architectures, particularly for managing complex treatment regimens such as chemotherapy (52.9 % of treatment-specific applications). The functions were mainly concentrated on the combination of intelligent monitoring and early warning with personalized management and clinical optimization (38.2 %), followed by systems focusing solely on intelligent monitoring and early warning (34.1 %). Multiple cancer types were the predominant focus (59.5 %), followed by breast cancer-specific systems (10.9 %), lung cancer (6.8 %), and head and neck cancer (6.8 %). Implementation settings were primarily clinical environments (41.8 %) and remote patient monitoring systems (27.5 %).</div></div><div><h3>Conclusions</h3><div>These findings contribute to the understanding of current Clinical Decision Support Systems landscapes in cancer care and provide evidence to guide healthcare organizations in selecting appropriate technological approaches for symptom management in
背景:有效的癌症症状管理显著影响患者的预后和生活质量。虽然临床决策支持系统显示出加强症状管理的希望,但对其在护理实践中的实施的全面分析仍然有限。了解临床决策支持系统的特点对推进循证护理实施和提高患者护理质量至关重要。目的通过分析决策逻辑架构、与现有临床系统的集成、应用目的和实施背景,全面评估临床决策支持系统在癌症症状管理中的应用前景。方法系统检索PubMed、Web of Science、EMBASE、CINAHL、Scopus、Cochrane Library等6个数据库,检索时间自成立至2025年10月,并辅以引文跟踪和灰色文献网站。我们纳入了关于癌症症状管理的临床决策支持系统的开发、实施或评估的研究报告。两位独立审稿人提取了系统架构、决策逻辑方法、电子健康记录集成状态、临床应用、实施设置、癌症类型、治疗方式和人工智能技术实施方面的数据。结果筛选出28,891篇文献,220篇符合纳入标准。基于规则的系统构成了大多数实现(78.6%),而机器学习方法(15.0%)和基于规则和机器学习方法相结合的混合系统(3.2%)代表了新兴的替代方案。电子健康记录集成仅在25.5%的系统中实现,人工智能技术仅在18.2%中实现。从2003年到2025年的时间分析显示,人工智能和混合架构的采用越来越多,特别是在管理复杂的治疗方案,如化疗(52.9%的治疗特定应用)。功能主要集中在智能监测预警与个性化管理和临床优化相结合(38.2%),其次是仅专注于智能监测预警的系统(34.1%)。多种癌症类型是主要的焦点(59.5%),其次是乳腺癌特异性系统(10.9%),肺癌(6.8%)和头颈癌(6.8%)。实施环境主要是临床环境(41.8%)和远程患者监测系统(27.5%)。结论:这些发现有助于了解当前临床决策支持系统在癌症治疗中的应用前景,并为指导医疗机构选择适当的技术方法进行症状管理提供证据。与电子健康记录的有限集成(25.5%)成为限制临床广泛采用的关键实施障碍。未来的发展应优先整合互补的决策逻辑方法,加强与现有临床系统的互操作性,并建立标准化的评估框架,以支持循证实施。
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引用次数: 0
Experiences of remote nurse consultations in chronic disease management: A systematic review 远程护士会诊在慢性病管理中的经验:系统综述
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-15 DOI: 10.1016/j.ijnurstu.2025.105319
Carmine Ruggiero , Marion Waite , Louise Stayt
<div><h3>Background</h3><div>Remote nurse consultations are transforming care by combining tailored support with practical convenience but require nurses to adapt in-person focused clinical skills. Many consultations are now driven by patient-initiated follow-up, enabling patients to take greater control over their care. This systematic review explores the experiences of remote consultations for patients across chronic diseases, alongside those of the registered nurses delivering this care. Analysing themes across participant experiences will identify areas where patient and nurse needs align, as well as their impact on nursing labour.</div></div><div><h3>Objective</h3><div>The purpose of this review was to systematically and critically appraise the current literature to examine the experiences of those living with chronic disease and registered nurses in remote consultations.</div></div><div><h3>Design and data sources</h3><div>A systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses was conducted. A comprehensive search was conducted across CINAHL, British Nursing Database, PubMed, and Web of Science from September to October 2023 and updated in October 2024. Inclusion criteria were any primary qualitative studies, in peer-reviewed journals published in English, which focused on real-time video or telephone nurse consultations for chronic disease management.</div></div><div><h3>Results</h3><div>A total of 31 studies were included in the review, identifying three overarching concepts common to both patient and nurse experiences. Nurse-Associated Requirements outlines key prerequisites for effective remote care, where recognising the person beyond their disease enables long-term relationships and tailored care. Interaction Factors reflects the communication dynamics, where meaningful conversations and tangible nursing care can effectively bridge the lack of co-location. Anxiety Dynamics captures the emotional impact of remote consultations, with patients perceiving them as a lifeline offering greater control, while nurses fear missing critical clinical cues, with little control over patient demand. Remote consultations deliver greater frequency of patient contact, requiring nurses to become relationship managers navigating a distinct and previously unrecognised labour cycle.</div></div><div><h3>Conclusions</h3><div>Remote nurse consultations improve patient access and self-management while strengthening continuity of care and relational trust. However, they also place significant demands on nurses, requiring advanced communication skills, emotional resilience, and adaptability. Addressing these challenges requires a systemic approach, integrating comprehensive training, peer support, and hybrid care models to balance in-person and virtual interactions. These findings highlight the evolving role of nurses in remote care delivery and provide actionable insights for healthcare systems to support both clini
远程护士咨询通过结合定制支持和实际便利性正在改变护理,但需要护士适应以现场为重点的临床技能。现在,许多咨询都是由患者主动跟进,使患者能够更好地控制自己的护理。本系统综述探讨了慢性病患者远程会诊的经验,以及提供这种护理的注册护士的经验。分析参与者经历的主题将确定患者和护士需求一致的领域,以及它们对护理工作的影响。目的本综述的目的是系统和批判性地评价现有文献,以检查慢性病患者和注册护士在远程会诊中的经验。设计和数据来源根据系统评价和荟萃分析的首选报告项目进行了系统评价。从2023年9月至10月在CINAHL、英国护理数据库、PubMed和Web of Science进行了全面的检索,并于2024年10月更新。纳入标准是在同行评议的英文期刊上发表的任何主要的定性研究,这些研究的重点是慢性病管理的实时视频或电话护士咨询。结果本综述共纳入31项研究,确定了患者和护士共同经历的三个总体概念。《护士相关要求》概述了有效远程护理的关键先决条件,在远程护理中,超越疾病认识患者可以实现长期关系和量身定制的护理。互动因素反映了沟通的动态,其中有意义的对话和有形的护理可以有效地弥补共同位置的缺乏。《焦虑动态》抓住了远程咨询的情感影响,患者将其视为提供更大控制权的生命线,而护士则担心错过关键的临床线索,对患者的需求几乎没有控制权。远程咨询提供了更频繁的患者接触,要求护士成为关系经理,引导一个独特的、以前未被认识到的劳动周期。结论远程护士会诊改善了患者的可及性和自我管理,增强了护理的连续性和关系信任。然而,它们也对护士提出了很高的要求,需要先进的沟通技巧、情绪弹性和适应能力。应对这些挑战需要一种系统的方法,整合全面的培训、同伴支持和混合护理模式,以平衡面对面和虚拟互动。这些发现突出了护士在远程医疗服务中不断发展的作用,并为医疗保健系统提供了可操作的见解,以支持临床医生和患者在这种变革的护理模式中。
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引用次数: 0
Investigating the effectiveness of mobilisation alarms to prevent hospital falls using disinvestment: A randomised clinical trial 利用撤资调查动员警报预防医院摔倒的有效性:一项随机临床试验
IF 7.1 1区 医学 Q1 NURSING Pub Date : 2025-12-15 DOI: 10.1016/j.ijnurstu.2025.105320
Dai Pu , Kelly Stephen , Cassie McDonald , Jessica Baker , Georgina Sinforosa , Anastasia Hutchinson , Kerry Bradley , Kirsten Woods-Lyon , Michelle Tuck , Natasha Brusco , Lisa O'Brien , Debra Mitchell , Kate Steen , Melinda Webb-St. Mart , Peter Hunter , Philip L. Russo , Bernice Redley , Kelly-Ann Bowles , Mari Botti , Alison M. Hutchinson , Terry Haines

Background

Mobilisation alarms are commonly used in hospitals to prevent falls in patients who are at high risk for falls, yet the evidence for their effectiveness is uncertain.

Objective

To investigate the effectiveness of mobilisation alarms to prevent falls in hospitals.

Design

This was a 3-group, concurrent, non-inferiority, stepped wedge, clinical trial with an embedded parallel, cluster randomised design that adopted a disinvestment approach. Disinvestment from the intervention was carried out from 1st April 2023 to 31st January 2024.

Setting(s)

This study was conducted in one private health service and four public health services in Metropolitan Melbourne, Australia.

Participants

Acute and sub-acute hospital wards with at least a 3 % rate of use of mobilisation alarms. Twenty-two wards were screened and found eligible for the trial, 18 wards were recruited and randomised. A random subsample of patients in the recruited wards completed questionnaires.

Methods

Two conditions were evaluated against the “current” condition of high alarm use (> 3 %), a “reduced” rate of use of mobilisation alarms (< 3 % but > 0 %) and “eliminated” use of alarms (0 %). Rate of falls was the primary clinical outcome; data for a range of other measures were collected for secondary clinical and intervention outcomes.

Results

There were 11 acute wards and 7 sub-acute wards with 157,037 occupied bed days observed; 1319 individual patients completed questionnaires. Non-inferiority of the “reduced” condition compared to the “current” condition was demonstrated [95 %, one-tailed, non-inferiority confidence limit of 2.00 falls/1000 occupied bed days (OBDs) increase] but not for the “eliminated” condition (3.68 falls/1000 OBDs increase). Superiority of any intervention condition was not demonstrated over another [“current” vs “reduced”: 0.22 falls/1000 OBDs (two-tailed, 95 % CI: − 1.89 to 2.34), “current” vs “eliminated”: 0.90 (− 2.41 to 4.21), “reduced” vs “eliminated”: 0.67 (− 2.12 to 3.47)]. Patients' frequency of sleep disturbance due to alarms was reduced in the “eliminated” condition [ordered logistic coefficient 0.47 (0.08 to 0.87)].

Conclusions

Reduction in use of mobilisation alarms was not inferior to usual care, but complete elimination was uncertain.

Registration

The trial was registered with the Australian New Zealand Clinical Trials Registry, trial ID: ACTRN12621000823875p (https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12621000823875p). Registered on 28/06/2021, first enrolment on 26/10/2022.
医院通常使用动员警报来预防有跌倒高风险的患者跌倒,但其有效性的证据尚不确定。目的探讨医院使用动员警报器预防跌倒的效果。这是一项3组并行、非劣效性、阶梯式楔形临床试验,采用嵌入式平行、集群随机设计,采用非投资方法。从2023年4月1日至2024年1月31日对干预措施进行了撤资。本研究是在澳大利亚墨尔本大都会的一家私人保健服务机构和四家公共保健服务机构进行的。参与者:急症和亚急性病房中使用动员警报器的比例至少为3%。22个病房被筛选并发现符合试验条件,18个病房被招募并随机分配。在招募的病房中随机抽取患者完成问卷调查。方法根据“当前”报警使用率高(> 3%)、“减少”动员报警使用率(<; 3%但>; 0%)和“消除”报警使用率(> 0%)对两种情况进行评估。跌倒率是主要临床结果;收集了一系列其他措施的数据,用于次要临床和干预结果。结果共有急症病房11个,亚急性病房7个,共占用床位157037天;1319名患者完成了问卷调查。与“当前”条件相比,“减少”条件的非劣效性得到了证明[95%,单侧,非劣效性置信限为2.00次跌倒/1000个已使用床日(obd)增加],但“消除”条件没有证明(3.68次跌倒/1000个obd增加)。没有证明任何干预条件优于其他干预条件[“电流”vs“减少”:0.22跌倒/1000 obd(双尾,95% CI: - 1.89至2.34),“电流”vs“消除”:0.90(- 2.41至4.21),“减少”vs“消除”:0.67(- 2.12至3.47)]。在“消除”状态下,患者因闹钟引起的睡眠障碍频率降低[有序logistic系数0.47(0.08 ~ 0.87)]。结论减少使用动员警报器的效果不逊于常规护理,但不确定完全消除。该试验已在澳大利亚新西兰临床试验注册中心注册,试验ID: ACTRN12621000823875p (https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12621000823875p)。于2021年6月28日注册,2022年10月26日首次入学。
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引用次数: 0
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International Journal of Nursing Studies
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