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Invisible Inequities: Gender in Nursing and the Leadership Paradox 看不见的不平等:护理中的性别和领导悖论。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-11-23 DOI: 10.1111/jnu.70057
Lilian Ferrer, Margarita Bernales, Caroline Bradbury

Purpose

To examine the paradox of representation without power in nursing leadership and to highlight how gendered hierarchies persist in academic, clinical, and policy arenas despite nursing's predominantly female composition.

Organizing Construct or Argument

Existing systems of evaluation and promotion often reproduce inequities by undervaluing relational and collaborative leadership styles—forms of leadership intrinsic to nursing practice. This commentary draws on global and contextual perspectives to advocate for accreditation and institutional metrics that integrate equity indicators and recognize inclusive leadership as a marker of excellence.

Conclusions

Advancing gender equity in leadership is both an ethical and strategic imperative. Embedding equity education and inclusive leadership development within nursing curricula from the earliest stages of professional formation is essential to reshape the future of nursing leadership.

Clinical Relevance

Promoting gender equity in leadership will strengthen nursing's contribution to health systems, enhance organizational resilience, and advance equitable patient care.

目的:研究护理领导中没有权力的代表性悖论,并强调尽管护理以女性为主,性别等级制度如何在学术、临床和政策领域持续存在。组织结构或争论:现有的评估和晋升系统往往通过低估护理实践中固有的关系和协作领导风格-领导形式而再现不平等。本评论从全球和背景视角出发,倡导整合公平指标的认证和制度指标,并将包容性领导力视为卓越的标志。结论:在领导层中推进性别平等既是道德上的,也是战略上的。从专业形成的最初阶段开始,在护理课程中嵌入公平教育和包容性领导力发展,对于重塑护理领导力的未来至关重要。临床相关性:促进领导中的性别平等将加强护理对卫生系统的贡献,增强组织弹性,并促进公平的患者护理。
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引用次数: 0
Moral Resilience Is Distinct From General Resilience When Predicting Burnout Among Interprofessional Health Care Workers: Secondary Analysis 在预测跨专业医护人员职业倦怠时,道德弹性不同于一般弹性:二次分析。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-11-20 DOI: 10.1111/jnu.70058
Katie E. Nelson, Ginger C. Hanson, Sarah S. Giordano, Cynda H. Rushton

Introduction

Burnout, a form of moral suffering, has become more commonplace among health care workers in recent years. Measures of general resilience have been widely used to capture improvement in burnout but lack the ability to capture the anguish that comes with burnout from a moral standpoint. The purpose of this analysis was to understand whether moral resilience is uniquely related to burnout beyond a measure of general resilience in a sample of interprofessional health care workers.

Design

Secondary analysis of cross-sectional survey data.

Methods

In total, 702 interprofessional health care workers participated in a cross-sectional survey. Key measures included the Rushton Moral Resilience Scale (RMRS), the Connor-Davidson Resilience Scale (CD-RISC-10), and the Maslach Burnout Inventory-Human Services Survey (MBI-HSS). Hierarchical multiple regression modeling was used to examine the effect of moral resilience (RMRS) in predicting the three dimensions of burnout (MBI-HSS) over and above general resilience (CD-RISC-10).

Results

Moral resilience explained five, six, and 4% of variance for personal accomplishment, depersonalization, and emotional exhaustion, respectively, after accounting for general resilience (CD-RISC-10) and all covariates.

Conclusions

Findings highlight the clear conceptual differences between general and moral resilience and their unique relationship to burnout. Accounting for moral resilience will facilitate an improved multi-level response to moral suffering among health care workers.

Clinical Relevance

Measuring and understanding the differences between general resilience and moral resilience is vital for us to better facilitate the necessary support(s) for health care workers experiencing moral suffering. This will contribute to more sustainable clinical environments, reduced burnout and suffering, and improved patient outcomes.

职业倦怠是一种道德痛苦,近年来在卫生保健工作者中变得越来越普遍。一般恢复力的衡量标准已被广泛用于衡量倦怠的改善,但缺乏从道德角度衡量倦怠带来的痛苦的能力。本分析的目的是了解在跨专业医护人员样本中,道德弹性是否与职业倦怠有独特的关系,而不是衡量一般弹性。设计:对横断面调查数据进行二次分析。方法:对702名跨专业医护人员进行横断面调查。主要测量方法包括拉什顿道德弹性量表(RMRS)、康纳-戴维森弹性量表(CD-RISC-10)和马斯拉奇职业倦怠量表-人类服务调查(MBI-HSS)。运用层次多元回归模型检验道德弹性(RMRS)对职业倦怠(MBI-HSS)三个维度的预测效果优于一般弹性(CD-RISC-10)。结果:在考虑了一般弹性(CD-RISC-10)和所有协变量后,道德弹性分别解释了个人成就、人格解体和情绪耗竭的5%、6%和4%的方差。结论:研究结果突出了一般弹性和道德弹性之间明显的概念差异,以及它们与职业倦怠的独特关系。考虑道德恢复力将有助于改善卫生保健工作者对道德痛苦的多层次反应。临床相关性:衡量和理解一般弹性和道德弹性之间的差异对于我们更好地为经历道德痛苦的卫生保健工作者提供必要的支持至关重要。这将有助于创造更可持续的临床环境,减少倦怠和痛苦,并改善患者的预后。
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引用次数: 0
Global, Regional, and National Incidence Trends of Pressure Injury From 1990 to 2021 1990年至2021年全球、地区和国家压力性损伤发病率趋势
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-11-17 DOI: 10.1111/jnu.70052
Xin Xu, Guirong Shi, Weiqin Yang, Ping Liu, Liping Jiang

Background and Objective

With an aging population worldwide, pressure injury (PI) is becoming a critical challenge for healthcare professionals. We aimed to investigate the difference in PI trend globally across age groups from 1990 to 2021.

Methods

This study utilized data from the Global Burden of Diseases (GBD) 2021 to determine the age-standardized incidence rate (ASR) of PI stratified by age groups from 1990 to 2021. Estimated annual percentage changes (EAPCs) were calculated to measure corresponding temporal trends.

Results

Over three decades, the incident cases of PI have doubled from 1.1 million to 2.5 million worldwide. The incidence of PI showed an exponential rise with increasing age groups in 2021. The significant increasing trends were observed in the population aged 20–54 years (EAPC = 0.11) and 55+ years (EAPC = 0.55) from 1990 to 2021. The ASR among males has increased from 32.53 to 33.34 per 100,000 population, with an EAPC of 0.27, while the ASR among females decreased. The ASR was increased with higher income levels and the highest ASR was observed in the high-income region (49.95 per 100,000 population). Among six regions, the Americas had the highest ASR in 2021 (90.20 per 100,000 population), while South-East Asia showed the fastest increase (EAPC = 1.22).

Conclusions

The global burden of PI is a growing global health problem among the elderly population, particularly in the Americas. A greater incidence burden in males and high-income level regions was found. This study advocates for urgent attention to coping strategies for aging populations and older people with PI.

Clinical Relevance

This study advocates for urgent attention to coping strategies for aging populations.

背景与目的:随着全球人口老龄化,压力性损伤(PI)正成为医疗保健专业人员面临的一个关键挑战。我们的目的是调查1990年至2021年全球各年龄组PI趋势的差异。方法:本研究利用全球疾病负担(GBD) 2021的数据,确定1990 - 2021年按年龄组分层的PI的年龄标准化发病率(ASR)。计算估算年百分比变化(EAPCs)以测量相应的时间趋势。结果:在过去的30年里,全世界的PI病例从110万增加到250万,翻了一番。2021年,PI的发病率随着年龄组的增加呈指数增长。1990 ~ 2021年,20 ~ 54岁人群(EAPC = 0.11)和55岁以上人群(EAPC = 0.55)呈显著上升趋势。男性ASR从32.53 / 10万上升到33.34 / 10万,EAPC为0.27,女性ASR下降。ASR随收入水平的提高而增加,其中高收入地区ASR最高(49.95 / 10万人)。在六个区域中,美洲在2021年的ASR最高(每10万人口90.20),而东南亚的EAPC增长最快(= 1.22)。结论:PI的全球负担是老年人中日益严重的全球健康问题,特别是在美洲。男性和高收入地区的发病率负担更大。本研究提倡迫切关注老龄人口和老年PI患者的应对策略。临床相关性:本研究提倡对老龄化人口应对策略的紧急关注。
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引用次数: 0
Reframing Competence and Moral Clarity in Nursing Practice 重塑护理实践中的能力和道德清晰度。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-11-07 DOI: 10.1111/jnu.70050
Faustino Jerome Babate, Siti Fatimah Sa'at

This article challenges the tendency to frame diminished confidence and ethical uncertainty among nurses as individual shortcomings. While the need for up-to-date knowledge and moral clarity is undeniable, this piece argues that systemic factors—such as inadequate institutional support, unsafe staffing, and lack of access to continuing education—play a significant role in undermining nurses' ability to act ethically and confidently. Drawing from global case examples, including the Ebola crisis and the COVID-19 pandemic, this article highlights how moral distress often stems not from ignorance or weakness, but from structural barriers and ethical overload.

这篇文章挑战的趋势框架减少信心和道德不确定性护士之间的个人缺点。虽然对最新知识和道德清晰度的需求是不可否认的,但这篇文章认为,体制因素——如机构支持不足、人员配备不安全、缺乏继续教育的机会——在削弱护士道德和自信行事的能力方面发挥了重要作用。本文以包括埃博拉危机和2019冠状病毒病大流行在内的全球案例为例,强调道德困境往往不是源于无知或软弱,而是源于结构性障碍和道德超载。
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引用次数: 0
Response 响应。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-11-07 DOI: 10.1111/jnu.70055
Miriam J. Hirschfeld
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引用次数: 0
Examining the Construction of Sensory Balance and Well-Being in Psychiatric Nurses Caring for Trauma Victims: A Qualitative Study 心理创伤护理护士感觉平衡与幸福感建构的质性研究。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-11-06 DOI: 10.1111/jnu.70053
Eda Albayrak Günday, Kübra Gülırmak Güler
<div> <section> <h3> Background</h3> <p>Sensory balance is the individual's ability to regulate internal and external sensory stimuli to remain in a functional and balanced state.</p> </section> <section> <h3> Objective</h3> <p>This study aims to explore in depth the experiences of psychiatric nurses caring for trauma victims in building sensory balance and well-being.</p> </section> <section> <h3> Introduction</h3> <p>Psychiatric nurses caring for trauma victims may be constantly exposed to intense sensory stimuli such as yelling and agitation. It is known that post-traumatic stress disorder and burnout are seen in nurses caring for these individuals; however, it is noteworthy that studies on how this process is reflected sensoryly in individuals are limited.</p> </section> <section> <h3> Method</h3> <p>Snowball sampling method was used in this qualitative phenomenological study. In-depth interviews were conducted with 14 volunteer psychiatric nurses caring for trauma victims. Data were collected using a semi-structured interview form and analyzed using Colaizzi's method. COREQ guidelines were adhered to throughout the research process.</p> </section> <section> <h3> Findings</h3> <p>Four categories and a total of eight themes were obtained from the in-depth interviews. “Traces of Traumatic Contact, Emotional Armor and Inner Distance, Transformation through Exhaustion, Institutional Silence and Seeking Solidarity”.</p> </section> <section> <h3> Conclusion</h3> <p>This study shows that psychiatric nurses caring for trauma victims are both professionally and individually traumatized and face the risk of losing their identity. It has also been found that nurses withdraw both sensorially and emotionally and experience burnout. But in some cases this process transforms into the development of awareness and maturity. It was also found that despite adverse working conditions, contact with nature, silence and collegial solidarity played a protective role in rebuilding well-being.</p> </section> <section> <h3> Clinical Relevance</h3> <p>This study addresses in depth the sensory, emotional and identity impacts experienced by psychiatric nurses caring for trauma victims and draws attention to the effects of these conditions on the process of well-being construction. The results of the study provide important points for the development of education, self-care and institutional support mechanisms to suppo
背景:感觉平衡是个体调节内部和外部感觉刺激以保持功能和平衡状态的能力。目的:深入探讨精神科护士护理创伤患者感官平衡与幸福感的建立经验。精神科护士照顾创伤受害者可能会不断暴露于强烈的感官刺激,如大喊大叫和激动。众所周知,护理这些人的护士会出现创伤后应激障碍和倦怠;然而,值得注意的是,关于这一过程如何在个人感官上反映的研究是有限的。方法:采用滚雪球抽样法进行定性现象学研究。对14名照顾创伤受害者的志愿精神科护士进行了深入访谈。使用半结构化访谈表格收集数据,并使用Colaizzi的方法进行分析。在整个研究过程中都遵循COREQ指南。调查结果:从深度访谈中获得了四类共八个主题。“创伤性接触的痕迹,情感的盔甲和内心的距离,疲惫的转变,制度性的沉默和寻求团结”。结论:本研究表明,护理创伤受害者的精神科护士在专业上和个人上都受到创伤,并面临失去自我认同的风险。研究还发现,护士在感官和情感上退缩,并经历倦怠。但在某些情况下,这个过程转变为意识和成熟的发展。还发现,尽管工作条件不利,但与自然接触、沉默和同事团结在重建福祉方面发挥了保护作用。临床相关性:本研究深入探讨了精神科护士在照顾创伤受害者时所经历的感觉、情感和身份影响,并关注这些条件对幸福感构建过程的影响。本研究结果可为护理教育、自我照顾及机构支持机制的发展提供重要参考。
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引用次数: 0
What Do You Need to Know and What Knowledge Does the Discipline of Nursing Need to Discover? 你需要知道什么?护理学科需要发现什么知识?
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-10-23 DOI: 10.1111/jnu.70054
Susan Gennaro
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引用次数: 0
Quality and Bias in Randomized Controlled Trials Published in Latin American Nursing Journals: A Meta-Epidemiological Study 发表在拉丁美洲护理期刊上的随机对照试验的质量和偏倚:一项荟萃流行病学研究。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-09-24 DOI: 10.1111/jnu.70049
Diana Buitrago-García, Melixa Medina-Aedo, Camila Montesinos-Guevara, Wendy Rodriguez Vargas, Mónica Lozano Hernández, Carlos Alberto Castro, Hector Pardo-Hernandez, Xavier Bonfill

Introduction

Randomized controlled trials (RCTs) are essential for evidence-based nursing care. However, the quality of reporting and adherence to methodological standards in Latin American nursing journals remains unclear. This study evaluates the characteristics, reporting quality, and potential risk of bias of RCTs published in Latin American nursing journals.

Objective

To assess the reporting compliance and risk of bias of RCTs published in Latin American nursing journals.

Design

Meta-research study.

Methods

A comprehensive handsearch of 29 Latin American nursing journals was performed covering publications from 2000 to 2024. Identified RCTs were assessed for adherence to CONSORT reporting guidelines and evaluated for risk of bias. Outcomes were classified using the COMET taxonomy. A descriptive analysis was performed.

Results

A total of 6377 references were screened, identifying 34 eligible RCTs, most published after 2018. The median CONSORT compliance was 19 reported items (IQR 16–22). High compliance (> 90%) was observed in abstract reporting items, study objectives, and participant selection criteria. However, critical methodological features such as randomization procedures, blinding, and protocol registration showed low adherence (< 40%). Risk of bias was mostly rated as having “some concerns”, largely due to insufficient reporting. According to the COMET taxonomy, the most frequently reported outcome domains were “Delivery of care” and “Physical functioning”.

Conclusions

Reporting compliance and risk of bias of RCTs published in Latin American nursing journals presents significant gaps, particularly in key methodological domains. These shortcomings hinder transparency, reproducibility, and integration into evidence synthesis. Strengthening editorial policies and enforcing reporting standards could enhance the quality and reliability of published research in Latin American nursing journals.

简介:随机对照试验(RCTs)是循证护理的基础。然而,拉丁美洲护理期刊的报告质量和对方法标准的遵守程度仍不清楚。本研究评估了发表在拉丁美洲护理期刊上的随机对照试验的特点、报告质量和潜在偏倚风险。目的:评价发表在拉丁美洲护理期刊上的随机对照试验的报告依从性和偏倚风险。设计:元研究研究。方法:对2000 ~ 2024年出版的29种拉丁美洲护理期刊进行综合手工检索。评估确定的rct是否符合CONSORT报告指南,并评估偏倚风险。使用COMET分类法对结果进行分类。进行描述性分析。结果:共筛选6377篇文献,筛选出34篇符合条件的rct,其中大部分发表于2018年以后。CONSORT依从性中位数为19项(IQR 16-22)。在摘要报告项目、研究目标和参与者选择标准上观察到高依从性(> 90%)。然而,关键的方法学特征,如随机化程序、盲法和方案注册显示出较低的依从性(结论:发表在拉丁美洲护理期刊上的随机对照试验报告依从性和偏倚风险存在显著差距,特别是在关键方法学领域。这些缺点阻碍了透明度、可重复性和证据合成的整合。加强编辑政策和执行报告标准可以提高拉丁美洲护理期刊发表的研究的质量和可靠性。
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引用次数: 0
Lived Experiences of Transgender Inmates in Barcelona Prisons: An Interpretative Phenomenological Study 巴塞罗那监狱中跨性别囚犯的生活经验:一项解释性现象学研究。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-09-18 DOI: 10.1111/jnu.70047
Jordi Sererols-Serra, Juan M. Leyva-Moral

Introduction

Incarceration significantly impacts inmates health, particularly marginalized groups like transgender persons, due to systemic oppression and inadequate healthcare. This study aims to understand transgender prisoners' health management experiences.

Methodology

An interpretative phenomenological approach was used. Data were collected through in-depth interviews with eight transgender inmates in Barcelona, Spain, and analyzed using the seven-step Colaizzi method.

Results

Three primary themes emerged: (1) Navigating Vulnerability in Healthcare Dynamics, which highlighted experiences of stigma and inadequate care; (2) The Quest for Wellbeing Amidst Uncertainty, underscoring concerns regarding treatment continuity; and (3) Negotiating a Landscape of Violence, revealing experiences of harassment and discrimination.

Discussion

This study highlights the need for culturally competent, person-centered healthcare policies in prisons, particularly for transgender individuals. Addressing the specific health needs of transgender inmates is crucial for enhancing their overall well-being. This emphasizes the importance of systemic reforms to improve care provision for transgender prisoners.

Clinical Relevance

Prison nurses must prioritize person-centered approaches, ensure continuity of gender-affirming treatments, and provide empathetic mental health support to enhance trust and improve the overall well-being of transgender inmates.

由于系统性压迫和医疗保健不足,监禁严重影响囚犯的健康,尤其是变性人等边缘化群体。本研究旨在了解跨性别囚犯的健康管理经验。研究方法:采用解释性现象学方法。通过对西班牙巴塞罗那的8名跨性别囚犯的深度访谈收集数据,并使用Colaizzi七步法进行分析。研究结果:主要有三个主题:(1)在医疗保健动态中的脆弱性导航,突出了污名化和护理不足的经历;(2)在不确定性中寻求幸福,强调对治疗连续性的关注;(3)协商暴力景观,揭示骚扰和歧视的经历。讨论:这项研究强调了在监狱中需要有文化能力的、以人为本的医疗保健政策,特别是对跨性别者。解决跨性别囚犯的具体健康需求对于提高他们的整体福祉至关重要。这强调了系统性改革的重要性,以改善对变性囚犯的照顾。临床相关性:监狱护士必须优先考虑以人为本的方法,确保性别确认治疗的连续性,并提供同理心的心理健康支持,以增强信任并改善变性囚犯的整体福祉。
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引用次数: 0
ChatGPT-4 in Nursing Research: A Methodological Evaluation of Bias Risk in Randomized Controlled Trials ChatGPT-4在护理研究中的应用:随机对照试验偏倚风险的方法学评价。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2025-09-16 DOI: 10.1111/jnu.70048
Metin Tuncer, Gülsüm Zekiye Tuncer

Background

Conducting bias assessments in systematic reviews is a time-consuming process that involves subjective judgments. The use of artificial intelligence (AI) technologies to perform these assessments can potentially save time and enhance consistency. Nevertheless, the efficacy of AI technologies in conducting bias assessments remains inadequately explored.

Aim

This study aims to evaluate the efficacy of ChatGPT-4o in assessing bias using the revised Cochrane RoB2 tool, focusing on randomized controlled trials in nursing.

Methods

ChatGPT-4o was provided with the RoB2 assessment guide in the form of a PDF document and instructed to perform bias assessments for the 80 open-access RCTs included in the study. The results of the bias assessments conducted by ChatGPT-4o for each domain were then compared with those of the meta-analysis authors using Cohen's weighted kappa analysis.

Results

Weighted Cohen's kappa values showed better agreement in bias in the measurement of the outcome (D4, 0.22) and bias arising from the randomization process (D1, 0.20), while negative values in bias due to missing outcome data (D3, −0.12) and bias in the selection of the reported result (D5, −0.09) indicated poor agreement. The highest accuracy was observed in D5 (0.81), and the lowest in D1 (0.60). F1 scores were highest in bias due to deviations from intended interventions (D2, 0.74) and lowest in D3 (0.00) and D5 (0.00). Specificity was higher in D5 (0.93) and D3 (0.82), while sensitivity and precision were low in these domains.

Conclusions

The agreement between ChatGPT-4o and the meta-analysis studies in the same RCT assessments is generally low. This indicates that ChatGPT-4o requires substantial enhancements before it can be used as a reliable tool for bias risk assessments.

Clinical Relevance

The AI–based tools have the potential to expedite bias assessment in systematic reviews. However, this study demonstrates that ChatGPT-4o, in its current form, lacks sufficient consistency, indicating that such tools should be integrated cautiously and used under continuous human oversight, particularly in evidence-based evaluations that inform clinical decision-making.

背景:在系统评价中进行偏倚评估是一个耗时的过程,涉及主观判断。使用人工智能(AI)技术来执行这些评估可以潜在地节省时间并增强一致性。然而,人工智能技术在进行偏见评估方面的功效仍未得到充分探索。目的:本研究旨在利用改进的Cochrane RoB2工具评估chatgpt - 40在评估偏倚方面的有效性,重点关注护理领域的随机对照试验。方法:chatgpt - 40以PDF文档的形式提供RoB2评估指南,并指导其对纳入研究的80项开放获取rct进行偏倚评估。然后将chatgpt - 40对每个领域进行的偏差评估结果与使用Cohen加权kappa分析的元分析作者的结果进行比较。结果:加权Cohen's kappa值在结果测量偏倚(D4, 0.22)和随机化过程引起的偏倚(D1, 0.20)方面表现出较好的一致性,而由于缺少结果数据而产生的偏倚(D3, -0.12)和报告结果选择的偏倚(D5, -0.09)表现出较差的一致性。D5的准确度最高(0.81),D1的准确度最低(0.60)。由于偏离预期干预,F1评分偏差最高(D2, 0.74), D3和D5评分偏差最低(0.00)。D5(0.93)和D3(0.82)特异性较高,敏感性和精密度较低。结论:在相同的RCT评估中,chatgpt - 40与meta分析研究的一致性普遍较低。这表明,chatgpt - 40在作为偏见风险评估的可靠工具之前需要大量的改进。临床相关性:基于人工智能的工具有可能加快系统评价中的偏倚评估。然而,本研究表明,目前形式的chatgpt - 40缺乏足够的一致性,这表明此类工具应谨慎整合,并在持续的人为监督下使用,特别是在为临床决策提供信息的循证评估中。
{"title":"ChatGPT-4 in Nursing Research: A Methodological Evaluation of Bias Risk in Randomized Controlled Trials","authors":"Metin Tuncer,&nbsp;Gülsüm Zekiye Tuncer","doi":"10.1111/jnu.70048","DOIUrl":"10.1111/jnu.70048","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Conducting bias assessments in systematic reviews is a time-consuming process that involves subjective judgments. The use of artificial intelligence (AI) technologies to perform these assessments can potentially save time and enhance consistency. Nevertheless, the efficacy of AI technologies in conducting bias assessments remains inadequately explored.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Aim</h3>\u0000 \u0000 <p>This study aims to evaluate the efficacy of ChatGPT-4o in assessing bias using the revised Cochrane RoB2 tool, focusing on randomized controlled trials in nursing.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>ChatGPT-4o was provided with the RoB2 assessment guide in the form of a PDF document and instructed to perform bias assessments for the 80 open-access RCTs included in the study. The results of the bias assessments conducted by ChatGPT-4o for each domain were then compared with those of the meta-analysis authors using Cohen's weighted kappa analysis.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Weighted Cohen's kappa values showed better agreement in bias in the measurement of the outcome (D4, 0.22) and bias arising from the randomization process (D1, 0.20), while negative values in bias due to missing outcome data (D3, −0.12) and bias in the selection of the reported result (D5, −0.09) indicated poor agreement. The highest accuracy was observed in D5 (0.81), and the lowest in D1 (0.60). F1 scores were highest in bias due to deviations from intended interventions (D2, 0.74) and lowest in D3 (0.00) and D5 (0.00). Specificity was higher in D5 (0.93) and D3 (0.82), while sensitivity and precision were low in these domains.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>The agreement between ChatGPT-4o and the meta-analysis studies in the same RCT assessments is generally low. This indicates that ChatGPT-4o requires substantial enhancements before it can be used as a reliable tool for bias risk assessments.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Clinical Relevance</h3>\u0000 \u0000 <p>The AI–based tools have the potential to expedite bias assessment in systematic reviews. However, this study demonstrates that ChatGPT-4o, in its current form, lacks sufficient consistency, indicating that such tools should be integrated cautiously and used under continuous human oversight, particularly in evidence-based evaluations that inform clinical decision-making.</p>\u0000 </section>\u0000 </div>","PeriodicalId":51091,"journal":{"name":"Journal of Nursing Scholarship","volume":"57 6","pages":"1060-1067"},"PeriodicalIF":2.9,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145076646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Nursing Scholarship
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