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The efficacy of behavioral sleep intervention on sleep problems among children with attention-deficit hyperactivity disorder: A randomized controlled trial 行为睡眠干预对注意力缺陷多动障碍儿童睡眠问题的疗效:随机对照试验
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-25 DOI: 10.1111/jnu.13037
Ahmed Hashem El-Monshed BSN, MSN, PhD, Ahmed Loutfy BSN, MSN, PhD, Haitham El-Boraie MD, Abdel-Hady El-Gilany MD, Sara Mohamed Fayed BSN, MSN, Amina Elzeiny BSN, MSN, PhD, Heba Emad El-Gazar BSN, MSN, PhD, Ahmed Salah Ali BSN, MSN, PhD, Mohamed Ali Zoromba BSN, MSN, PhD

Background

Attention-deficit hyperactivity disorder (ADHD), affecting 5% of global children, presents inattention, hyperactivity, and impulsivity. Sleep problems, prevalent in 70% of cases, exacerbate long-term psychosocial challenges.

Aim

This study aimed to assess the efficacy of behavioral sleep intervention in alleviating sleep problems, enhancing quality of life (QoL), and reducing ADHD symptom severity among children diagnosed with ADHD.

Method

A randomized controlled trial was conducted from June 2022 to April 2023. The intervention group (n = 47) engaged in a hybrid approach, participating in both face-to-face and Zoom sessions, while the control group (n = 45) received standard care. Data collection involved administering the Children's Sleep Habits Questionnaire (CSHQ), Pediatric Quality of Life Inventory (PedsQL), and ADHD Rating Scale IV (ADHD-RS-IV).

Results

Significant enhancements were observed in CSHQ (p ≤ 0.001, effect size = 1.913), PedsQL (p ≤ 0.001, effect size = 1.862), and a notable reduction in ADHD-RS-IV (p ≤ 0.001, effect size = 1.548). These findings highlight the intervention's efficacy in improving sleep quality, QoL, and reducing ADHD symptomatology.

Conclusion

This trial contributes substantially to understanding behavioral sleep interventions' impact on ADHD-affected children, enhancing quality of life and ADHD symptomatology. The study highlights the importance of individualized care for optimal outcomes in children with ADHD.

Clinical Relevance

The study's findings underscore the potential for integrating behavioral sleep interventions into routine nursing practices, offering a valuable approach to address sleep-related challenges in children with ADHD. By focusing on sleep improvement, nurses can contribute to enhancing overall well-being and emotional regulation in these children within the context of comprehensive healthcare.

背景:注意力缺陷多动障碍(ADHD)影响着全球5%的儿童,表现为注意力不集中、多动和冲动。目的:本研究旨在评估行为睡眠干预在缓解睡眠问题、提高生活质量(QoL)和降低确诊为多动症儿童的多动症症状严重程度方面的疗效:随机对照试验于2022年6月至2023年4月进行。干预组(n = 47)采用混合方法,同时参加面对面和中型会议,而对照组(n = 45)则接受标准护理。数据收集包括儿童睡眠习惯问卷(CSHQ)、儿科生活质量量表(PedsQL)和多动症评定量表 IV(ADHD-RS-IV):CSHQ(P≤0.001,效应大小=1.913)、PedsQL(P≤0.001,效应大小=1.862)显著提高,ADHD-RS-IV(P≤0.001,效应大小=1.548)明显降低。这些发现凸显了干预措施在改善睡眠质量、生活质量和减少多动症症状方面的功效:这项试验对了解行为睡眠干预对多动症儿童的影响、提高生活质量和改善多动症症状有很大帮助。该研究强调了个体化治疗对多动症儿童获得最佳治疗效果的重要性:研究结果强调了将行为睡眠干预纳入常规护理实践的潜力,为解决多动症儿童与睡眠相关的难题提供了一种有价值的方法。通过关注睡眠改善,护士可以在综合医疗保健的背景下,为提高这些儿童的整体健康水平和情绪调节能力做出贡献。
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引用次数: 0
PICOT questions and search strategies formulation: A novel approach using artificial intelligence automation PICOT 问题和搜索策略的制定:使用人工智能自动化的新方法。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-24 DOI: 10.1111/jnu.13036
Lucija Gosak PhD candidate, MSc, RN, Gregor Štiglic PhD, BSc, Lisiane Pruinelli PhD, MSc, RN, Dominika Vrbnjak PhD, MSc, RN
<div> <section> <h3> Aim</h3> <p>The aim of this study was to evaluate and compare artificial intelligence (AI)-based large language models (LLMs) (ChatGPT-3.5, Bing, and Bard) with human-based formulations in generating relevant clinical queries, using comprehensive methodological evaluations.</p> </section> <section> <h3> Methods</h3> <p>To interact with the major LLMs ChatGPT-3.5, Bing Chat, and Google Bard, scripts and prompts were designed to formulate PICOT (population, intervention, comparison, outcome, time) clinical questions and search strategies. Quality of the LLMs responses was assessed using a descriptive approach and independent assessment by two researchers. To determine the number of hits, PubMed, Web of Science, Cochrane Library, and CINAHL Ultimate search results were imported separately, without search restrictions, with the search strings generated by the three LLMs and an additional one by the expert. Hits from one of the scenarios were also exported for relevance evaluation. The use of a single scenario was chosen to provide a focused analysis. Cronbach's alpha and intraclass correlation coefficient (ICC) were also calculated.</p> </section> <section> <h3> Results</h3> <p>In five different scenarios, ChatGPT-3.5 generated 11,859 hits, Bing 1,376,854, Bard 16,583, and an expert 5919 hits. We then used the first scenario to assess the relevance of the obtained results. The human expert search approach resulted in 65.22% (56/105) relevant articles. Bing was the most accurate AI-based LLM with 70.79% (63/89), followed by ChatGPT-3.5 with 21.05% (12/45), and Bard with 13.29% (42/316) relevant hits. Based on the assessment of two evaluators, ChatGPT-3.5 received the highest score (<i>M</i> = 48.50; SD = 0.71). Results showed a high level of agreement between the two evaluators. Although ChatGPT-3.5 showed a lower percentage of relevant hits compared to Bing, this reflects the nuanced evaluation criteria, where the subjective evaluation prioritized contextual accuracy and quality over mere relevance.</p> </section> <section> <h3> Conclusion</h3> <p>This study provides valuable insights into the ability of LLMs to formulate PICOT clinical questions and search strategies. AI-based LLMs, such as ChatGPT-3.5, demonstrate significant potential for augmenting clinical workflows, improving clinical query development, and supporting search strategies. However, the findings also highlight limitations that necessitate further refinement and continued human oversight.</p> </section> <section>
目的:本研究旨在利用综合方法评估和比较基于人工智能(AI)的大型语言模型(LLMs)(ChatGPT-3.5、Bing 和 Bard)与基于人类的表述在生成相关临床查询方面的作用:为了与主要的 LLMs(ChatGPT-3.5、Bing Chat 和 Google Bard)进行交互,设计了脚本和提示,以提出 PICOT(人群、干预、比较、结果、时间)临床问题和搜索策略。采用描述性方法评估 LLMs 回复的质量,并由两名研究人员进行独立评估。为了确定检索结果的数量,我们分别导入了 PubMed、Web of Science、Cochrane Library 和 CINAHL 的终极检索结果,没有检索限制,检索字符串由三位 LLM 生成,另外一位由专家生成。其中一种情况下的点击也被导出进行相关性评估。选择使用单一场景是为了进行重点分析。同时还计算了 Cronbach's alpha 和类内相关系数 (ICC):在五个不同的场景中,ChatGPT-3.5 生成了 11,859 次点击,必应生成了 1,376,854 次点击,巴德生成了 16,583 次点击,专家生成了 5919 次点击。然后,我们使用第一种情况来评估所获得结果的相关性。人类专家搜索方法得到了 65.22% (56/105)的相关文章。必应是最准确的基于人工智能的 LLM,准确率为 70.79%(63/89),其次是 ChatGPT-3.5,准确率为 21.05%(12/45),最后是 Bard,准确率为 13.29%(42/316)。根据两名评估人员的评估,ChatGPT-3.5 获得了最高分(M = 48.50;SD = 0.71)。结果显示,两位评估者的意见高度一致。虽然与必应相比,ChatGPT-3.5 显示的相关点击率较低,但这反映了评价标准的细微差别,即主观评价优先考虑上下文的准确性和质量,而非单纯的相关性:本研究为 LLMs 制定 PICOT 临床问题和搜索策略的能力提供了宝贵的见解。基于人工智能的 LLM(如 ChatGPT-3.5)在增强临床工作流程、改进临床查询开发和支持搜索策略方面展现出了巨大的潜力。然而,研究结果也凸显了其局限性,因此有必要进一步完善并继续进行人工监督:人工智能可以帮助护士制定 PICOT 临床问题和搜索策略。基于人工智能的 LLM 通过改进临床问题的结构和加强搜索策略,为医护人员提供了宝贵的支持,从而显著提高了信息检索的效率。
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引用次数: 0
Low-value and high-value care recommendations in nursing: A systematic assessment of clinical practice guidelines 护理中的低价值和高价值护理建议:临床实践指南的系统评估。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-20 DOI: 10.1111/jnu.13029
Wilmieke Bahlman-van Ooijen, Jeltje Giesen, Annick Bakker-Jacobs, Hester Vermeulen, Getty Huisman-de Waal

Introduction

The World Health Organization defines quality of care as providing effective, evidence-based care, and avoiding harm. Low-value care provides little or no benefit to the patient, causes harm, and wastes limited resources. In 2017, shortly after the start of the International Choosing Wisely campaign, the first Dutch nursing “Do-not-do” list was published and has become a widely used practical tool for nurses working in daily practice. However, over the last years new guidelines are published. Therefore, an update of the list is necessary with an addition of high-value care recommendations as alternative care practices for low-value care.

Design/methods

In this study, a combination of designs was used. First, we searched Dutch clinical practice guidelines for low-value or high-value care recommendations. All nursing care recommendations were assessed and specified to several healthcare sectors, including hospital care, district care, nursing home care, disability care, and mental health care. Second, a prioritization among nurses regarding low-value care recommendations was done by a cross-sectional survey for each healthcare sector.

Results

In total, 66 low-value care recommendations were found, for example, “avoid unnecessary layers under the patient at risk of pressure ulcers” and “never flush the bladder to prevent urinary tract infection.” Furthermore, 414 high-value care recommendations were selected, such as “use the Barthel Index to assess and to evaluate the degree of ADL independence” and “application of cold therapy may be considered for oncological patients with pain.” In total, 539 nurses from all healthcare sectors prioritized the low-value care recommendations, resulting in a top five low-value care practices per healthcare sector. The top five low-value care recommendations differed per healthcare sector, although “do not use physical restraints in case of a delirium” was prioritized by four out of five sectors.

Conclusions

Assessing low-value and high-value care recommendations for nurses will help and inspire nurses to deliver fundamental care for their patients. These initiatives regarding low-value and high-value care are essential to generate a culture of continuous quality improvement based on evidence. This is also essential to meeting the current challenges of the healthcare delivery system.

导言:世界卫生组织对护理质量的定义是:提供有效的、以证据为基础的护理,并避免伤害。低价值护理对患者几乎没有益处,会造成伤害,并浪费有限的资源。2017 年,在国际明智选择运动开始后不久,第一份荷兰护理 "不做 "清单发布,并已成为护士在日常工作中广泛使用的实用工具。然而,最近几年又有新的指南发布。因此,有必要对该清单进行更新,增加高价值护理建议,作为低价值护理的替代护理措施:本研究采用了多种设计方法。首先,我们搜索了荷兰临床实践指南中的低价值或高价值护理建议。我们对所有护理建议进行了评估,并将其具体化到多个医疗保健部门,包括医院护理、地区护理、疗养院护理、残疾人护理和精神健康护理。其次,通过对各医疗部门进行横断面调查,在护士中对低价值护理建议进行优先排序:结果:总共发现了 66 项低价值护理建议,例如 "避免在有压疮风险的患者身下铺设不必要的垫层 "和 "绝不冲洗膀胱以预防尿路感染"。此外,还选出了 414 条高价值护理建议,如 "使用 Barthel 指数评估和评价 ADL 独立程度"、"肿瘤患者疼痛时可考虑应用冷疗法 "等。共有 539 名来自各医疗保健部门的护士对低价值护理建议进行了优先排序,从而得出了各医疗保健部门的五大低价值护理实践。虽然 "谵妄时不使用身体约束 "被五个医疗部门中的四个部门列为优先考虑事项,但每个医疗部门的前五名低价值护理建议并不相同:评估针对护士的低价值和高价值护理建议将有助于并激励护士为患者提供基础护理。这些有关低价值和高价值护理的倡议对于在证据的基础上形成持续改进质量的文化至关重要。这对于应对当前医疗保健服务体系的挑战也至关重要:本文根据 2017 年至 2023 年的荷兰指南,为护士提供了最新的低价值护理建议,具体到五个医疗保健领域,包括医院护理、地区护理、疗养院护理、残疾护理和心理健康护理,并同时对这些低价值护理建议进行了优先排序,以促进其取消实施。本文首先概述了高价值护理建议,以便对低价值护理进行反思并创建替代护理实践。有关低价值和高价值护理的建议对于形成一种以证据为基础不断改进适当性的文化至关重要,最终将提高护理质量并改善患者的预后。
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引用次数: 0
Response to a Letter to the Editor on “The Role of Nurses' Adherence to Clinical Safety Guidelines in Linking Nurse Practice Environment to Missed Nursing Care” 对 "护士遵守临床安全指南在将护士执业环境与护理服务缺失联系起来方面的作用 "的致编辑信的回复。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-17 DOI: 10.1111/jnu.13034
Leodoro J. Labrague RN, DM, PhD, CNE, Sulaiman Al Sabei RN, PhD, Raeda AbuAlRub RN, PhD, Ikram Burney MD, Omar Al Rawajfah RN, PhD, FAAN
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引用次数: 0
Missed nursing care: Expanding the research scope for a comprehensive understanding 护理遗漏:扩大研究范围,全面了解情况。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-17 DOI: 10.1111/jnu.13035
Yanling He, Xuerong Zhang
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引用次数: 0
Transcutaneous electrical acupoint stimulation for preventing postoperative nausea and vomiting after laparoscopic surgery: A meta-analysis 经皮穴位电刺激用于预防腹腔镜手术后恶心和呕吐:荟萃分析。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-10 DOI: 10.1111/jnu.13033
Lu Yuan MD, Si-Jie Quan MD, Xin-Yu Li MD, Bo-Zhu Chen MD, Yan-Bing Huang MD, Hui Zheng MD, Ph.D

Background

Postoperative nausea and vomiting (PONV) is a common adverse event after general surgery. This study aimed to examine the effectiveness and safety of transcutaneous electrical acupoint stimulation (TEAS) for the prevention of nausea and vomiting after laparoscopic surgery.

Method

The Cochrane Library, Pubmed, Embase, and Web of Science databases were accessed from inception to 23 January 2024. The incidence of PONV was the primary outcome measure. The required information size (RIS) of each outcome was estimated by Trial sequential analysis (TSA). The RoB 2.0 tool was used to assess the risk of bias and GRADE to assess the quality of evidence.

Results

Seventeen RCTs including 3698 participants were included. In comparison to the control group, TEAS reduced the incidence of PONV (13 trials, n = 3310; RR, 0.56; 95% CI, 0.46–0.67; I2 = 64%; p < 0.01; RIS = 1100), with the level of evidence graded as low. TEAS reduced the incidence of PON (9 trials, n = 2762; RR, 0.64; 95% CI, 0.52–0.79; I2 = 57%, p < 0.01; RIS = 1595), and was also associated with a lower incidence of POV (9 trials, n = 2797; RR, 0.53; 95% CI, 0.45–0.63; I2 = 0%, p < 0.01; RIS = 773).

Conclusion

The current meta-analysis and TSA provide reliable evidence that TEAS is an effective and safe method to prevent PONV. It may reduce the workload of nursing professionals, alleviate emotional stress, and decrease exposure risk. Adverse events related to TEAS were mild.

Clinical Relevance

Nurses can incorporate TEAS into the rehabilitation nursing of patients experiencing PONV.

背景:术后恶心和呕吐(PONV术后恶心和呕吐(PONV)是普外科手术后常见的不良反应。本研究旨在探讨经皮穴位电刺激(TEAS)预防腹腔镜手术后恶心和呕吐的有效性和安全性:方法:访问了从开始到 2024 年 1 月 23 日的 Cochrane Library、Pubmed、Embase 和 Web of Science 数据库。PONV的发生率是衡量研究结果的主要指标。通过试验序列分析(TSA)估算了每项结果所需的信息量(RIS)。使用 RoB 2.0 工具评估偏倚风险,使用 GRADE 评估证据质量:共纳入了 17 项 RCT,包括 3698 名参与者。与对照组相比,TEAS 降低了 PONV 的发生率(13 项试验,n = 3310;RR,0.56;95% CI,0.46-0.67;I2 = 64%;P 2 = 57%,P 2 = 0%,P 结论:TEAS 降低了 PONV 的发生率:当前的荟萃分析和 TSA 提供了可靠的证据,证明 TEAS 是预防 PONV 的有效、安全的方法。它可以减轻护理专业人员的工作量、缓解情绪压力并降低暴露风险。与 TEAS 相关的不良事件较轻:护士可将 TEAS 纳入对 PONV 患者的康复护理中。
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引用次数: 0
Beneficial effects of non-pharmacological interventions for post-stroke pain: A meta-analysis 非药物干预对中风后疼痛的益处:荟萃分析
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-08 DOI: 10.1111/jnu.13032
Ita Daryanti Saragih MSN, RN, Ira Suarilah PhD, RN, Mulyadi Mulyadi PhD, RN, Ice Septriani Saragih MSN, RN, Bih-O Lee PhD, RN

Purpose

Pain is a frequent post-stroke health concern, and several non-pharmacological interventions are commonly employed to manage it. However, few reviews have examined the effectiveness of such interventions, making it difficult to draw conclusions about their usefulness. Furthermore, subgroup analysis based on post-stroke pain level or intervention characteristics is rarely performed. This study aimed to investigate the effectiveness of non-pharmacological interventions and evaluate the significant factors associated with post-stroke pain through subgroup analysis.

Design

Systematic review and meta-analysis.

Methods

Relevant studies were obtained from seven databases, from their commencement up to March 2024, as well as from the gray literature. The PICOS approach was used to evaluate the eligibility criteria of the studies. The RoB-2 tool was used to determine the risk of bias in each randomized trial. Pooled estimations of standardized mean difference and heterogeneity (quantified with I2) were obtained using a random-effects model. The stability of the pooled result was then assessed using the leave-one-out approach. STATA 17.0 was used to run the meta-analysis.

Findings

Non-pharmacological interventions were effective in reducing pain immediately after intervention (pooled SMDs: −0.79; 95% confidence interval [CI]: −1.06 to −0.53; p < 0.001). The approach involving acupuncture, aquatic therapy, or laser therapy and rehabilitation training was effective for post-stroke hemiplegic shoulder pain. A pooled analysis of non-pharmacological interventions showed that both less than 4 weeks and more than 4 weeks of interventions were effective in alleviating pain in stroke patients.

Conclusion

Non-pharmacological approaches appear to be beneficial for reducing post-stroke pain. The outcomes based on the modalities merit further research.

Clinical relevance

Further studies are needed to determine the effects of different modalities on pain intensity following a stroke. Furthermore, to avoid overestimation of intervention efficacy, future randomized trials should consider blinding approaches to the interventions delivered.

目的:疼痛是中风后经常出现的健康问题,通常会采用一些非药物干预措施来控制疼痛。然而,很少有综述对这些干预措施的有效性进行研究,因此很难就其有用性得出结论。此外,基于卒中后疼痛程度或干预特点的亚组分析也很少进行。本研究旨在调查非药物干预的有效性,并通过亚组分析评估与卒中后疼痛相关的重要因素:设计:系统回顾和荟萃分析:从七个数据库(从开始到 2024 年 3 月)以及灰色文献中获取相关研究。采用 PICOS 方法评估研究的资格标准。采用 RoB-2 工具确定每项随机试验的偏倚风险。采用随机效应模型对标准化均值差异和异质性(用 I2 量化)进行汇总估算。然后采用 "留一剔除 "法评估汇总结果的稳定性。荟萃分析使用 STATA 17.0 进行:结果:非药物干预能有效减轻干预后的疼痛(汇总 SMDs:-0.79;95% 置信区间 [CI]:-1.06 至 -0.53;P 结论:非药物干预能有效减轻干预后的疼痛(汇总 SMDs:-0.79;95% 置信区间 [CI]:-1.06 至 -0.53):非药物治疗方法似乎有利于减轻卒中后疼痛。基于这些方法的结果值得进一步研究:临床相关性:需要进一步研究确定不同方式对中风后疼痛强度的影响。此外,为避免高估干预效果,未来的随机试验应考虑对所提供的干预措施进行盲法。
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引用次数: 0
Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure 开发临床决策支持框架,将预测模型纳入心力衰竭患者家庭医疗的常规护理实践。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-07 DOI: 10.1111/jnu.13030
Sena Chae, Anahita Davoudi, Jiyoun Song, Lauren Evans, Kathryn H. Bowles, Margaret V. Mcdonald, Yolanda Barrón, Se Hee Min PhD, RN, Sungho Oh PhD, Danielle Scharp MSN, RN, Zidu Xu MMed, BS, RN, Maxim Topaz
<div> <section> <h3> Background</h3> <p>The healthcare industry increasingly values high-quality and personalized care. Patients with heart failure (HF) receiving home health care (HHC) often experience hospitalizations due to worsening symptoms and comorbidities. Therefore, close symptom monitoring and timely intervention based on risk prediction could help HHC clinicians prevent emergency department (ED) visits and hospitalizations. This study aims to (1) describe important variables associated with a higher risk of ED visits and hospitalizations in HF patients receiving HHC; (2) map data requirements of a clinical decision support (CDS) tool to the exchangeable data standard for integrating a CDS tool into the care of patients with HF; (3) outline a pipeline for developing a real-time artificial intelligence (AI)-based CDS tool.</p> </section> <section> <h3> Methods</h3> <p>We used patient data from a large HHC organization in the Northeastern US to determine the factors that can predict ED visits and hospitalizations among patients with HF in HHC (9362 patients in 12,223 care episodes). We examined vital signs, HHC visit details (e.g., the purpose of the visit), and clinical note–derived variables. The study identified critical factors that can predict ED visits and hospitalizations and used these findings to suggest a practical CDS tool for nurses. The tool's proposed design includes a system that can analyze data quickly to offer timely advice to healthcare clinicians.</p> </section> <section> <h3> Results</h3> <p>Our research showed that the length of time since a patient was admitted to HHC and how recently they have shown symptoms of HF were significant factors predicting an adverse event. Additionally, we found this information from the last few HHC visits before the occurrence of an ED visit or hospitalization were particularly important in the prediction. One hundred percent of clinical demographic profiles from the Outcome and Assessment Information Set variables were mapped to the exchangeable data standard, while natural language processing–driven variables couldn't be mapped due to their nature, as they are generated from unstructured data. The suggested CDS tool alerts nurses about newly emerging or rising risks, helping them make informed decisions.</p> </section> <section> <h3> Conclusions</h3> <p>This study discusses the creation of a time-series risk prediction model and its potential CDS applications within HHC, aiming to enhance patient outcomes, streamline resource utilization, and improve the quality of care for individuals
背景:医疗保健行业越来越重视高质量和个性化的护理。接受家庭健康护理(HHC)的心力衰竭(HF)患者常常因症状和合并症恶化而住院。因此,基于风险预测的密切症状监测和及时干预可帮助家庭健康护理临床医生预防急诊室就诊和住院。本研究旨在:(1)描述接受 HHC 治疗的高血压患者中与急诊室就诊和住院风险较高相关的重要变量;(2)将临床决策支持(CDS)工具的数据要求映射到可交换数据标准,以便将 CDS 工具整合到高血压患者的护理中;(3)概述开发基于人工智能(AI)的实时 CDS 工具的流程:我们使用了美国东北部一家大型 HHC 机构的患者数据,以确定可预测 HHC 中高血压患者急诊室就诊和住院的因素(12223 个护理事件中的 9362 名患者)。我们检查了生命体征、HHC 就诊详情(如就诊目的)和临床笔记衍生变量。研究确定了可以预测急诊室就诊和住院的关键因素,并利用这些发现为护士提出了一种实用的 CDS 工具。该工具的设计建议包括一个可以快速分析数据的系统,以便及时向医疗临床医生提供建议:我们的研究结果表明,患者入院时间的长短以及最近出现高血压症状的时间是预测不良事件的重要因素。此外,我们还发现,在急诊室就诊或住院之前的最后几次 HHC 就诊信息在预测中尤为重要。结果和评估信息集变量中的临床人口统计学特征百分之百被映射到可交换数据标准中,而自然语言处理驱动的变量由于其性质无法映射,因为它们是由非结构化数据生成的。建议的 CDS 工具可提醒护士注意新出现或上升的风险,帮助他们做出明智的决定:本研究讨论了时间序列风险预测模型的创建及其在 HHC 中的潜在 CDS 应用,旨在提高患者预后、简化资源利用、改善高血压患者的护理质量:本研究提供了一个 CDS 工具的详细计划,该工具采用最新的人工智能技术,旨在帮助护士开展日常的 HHC 服务。我们提议的 CDS 工具包括一个警报系统,可作为防止急诊室就诊和住院的防护栏。该工具有可能改善护士的决策方式,并通过提供急诊室就诊和住院的预警来改善患者的治疗效果。
{"title":"Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure","authors":"Sena Chae,&nbsp;Anahita Davoudi,&nbsp;Jiyoun Song,&nbsp;Lauren Evans,&nbsp;Kathryn H. Bowles,&nbsp;Margaret V. Mcdonald,&nbsp;Yolanda Barrón,&nbsp;Se Hee Min PhD, RN,&nbsp;Sungho Oh PhD,&nbsp;Danielle Scharp MSN, RN,&nbsp;Zidu Xu MMed, BS, RN,&nbsp;Maxim Topaz","doi":"10.1111/jnu.13030","DOIUrl":"10.1111/jnu.13030","url":null,"abstract":"&lt;div&gt;\u0000 \u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Background&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;The healthcare industry increasingly values high-quality and personalized care. Patients with heart failure (HF) receiving home health care (HHC) often experience hospitalizations due to worsening symptoms and comorbidities. Therefore, close symptom monitoring and timely intervention based on risk prediction could help HHC clinicians prevent emergency department (ED) visits and hospitalizations. This study aims to (1) describe important variables associated with a higher risk of ED visits and hospitalizations in HF patients receiving HHC; (2) map data requirements of a clinical decision support (CDS) tool to the exchangeable data standard for integrating a CDS tool into the care of patients with HF; (3) outline a pipeline for developing a real-time artificial intelligence (AI)-based CDS tool.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Methods&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;We used patient data from a large HHC organization in the Northeastern US to determine the factors that can predict ED visits and hospitalizations among patients with HF in HHC (9362 patients in 12,223 care episodes). We examined vital signs, HHC visit details (e.g., the purpose of the visit), and clinical note–derived variables. The study identified critical factors that can predict ED visits and hospitalizations and used these findings to suggest a practical CDS tool for nurses. The tool's proposed design includes a system that can analyze data quickly to offer timely advice to healthcare clinicians.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Results&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;Our research showed that the length of time since a patient was admitted to HHC and how recently they have shown symptoms of HF were significant factors predicting an adverse event. Additionally, we found this information from the last few HHC visits before the occurrence of an ED visit or hospitalization were particularly important in the prediction. One hundred percent of clinical demographic profiles from the Outcome and Assessment Information Set variables were mapped to the exchangeable data standard, while natural language processing–driven variables couldn't be mapped due to their nature, as they are generated from unstructured data. The suggested CDS tool alerts nurses about newly emerging or rising risks, helping them make informed decisions.&lt;/p&gt;\u0000 &lt;/section&gt;\u0000 \u0000 &lt;section&gt;\u0000 \u0000 &lt;h3&gt; Conclusions&lt;/h3&gt;\u0000 \u0000 &lt;p&gt;This study discusses the creation of a time-series risk prediction model and its potential CDS applications within HHC, aiming to enhance patient outcomes, streamline resource utilization, and improve the quality of care for individuals","PeriodicalId":51091,"journal":{"name":"Journal of Nursing Scholarship","volume":"57 1","pages":"165-177"},"PeriodicalIF":2.9,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11771534/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142607312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reflections on nursing leadership in socio-contextual and interconnected global scenarios 在社会背景和相互关联的全球环境下对护理领导力的思考。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-11-05 DOI: 10.1111/jnu.13031
Alessandro Stievano RN, PhD, FAAN, Franklin Shaffer RN, EdD, FAAN
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引用次数: 0
Precision health: Determining the capacity of practicing nurses across the United States 精准健康:确定全美执业护士的能力。
IF 2.9 3区 医学 Q1 NURSING Pub Date : 2024-10-26 DOI: 10.1111/jnu.13028
Evangeline Fangonil-Gagalang PhD, MSN, RN, Mary Anne Schultz PhD, MBA, MSN, RN, FAAN, Laurie A. Huryk MSN, RN-BC, Pamela A. Payne DBe, MSN, WHNP-BC (NCC-E), Anna E. Schoenbaum DNP, MS, RN-BC, FHIMSS, Kimberly Velez MSN, RN

Introduction

Precision Health (PH) holds the promise of revolutionizing healthcare by enabling personalized disease prevention and management through the integration of genomic data, lifestyle factors, environmental influences, and other social determinants of health (SDoH). However, the absence of a baseline assessment of knowledge, skills, and attitudes (KSAs) of practicing nurses' capacity for PH hinders its integration. The purpose of this study is to determine the capacity of practicing Registered Nurses (RNs) for PH across the United States and to assess the validity and reliability of a tool designed for this use—the Precision Health Nurse Capacity Scale (PHNCS).

Design/Method

A descriptive exploratory study was conducted to evaluate the capacity of practicing RNs for this evolving phenomenon, PH, using a convenience sample. The survey was sent via email and made available to all members of the American Nurses Association (ANA) who work in a variety of practice environments. The ANA represents the over 4 million nurses practicing in the United States.

Results

The majority of nurse respondents felt it is important for nurses to become more educated about all aspects of PH including SDoH but they lack confidence in the integration of PH. The PHNCS was found to be a valid and reliable tool in measuring the capacity of nurses to practice PH.

Conclusion

The incorporation of PH into nursing practice suffers an immediate impediment: the lack of know-how of the US nursing workforce. This inaugural data on KSAs for PH establishes a logical baseline from which the requisite education and training should commence.

Clinical relevance

Precision Health is an emerging healthcare approach in the United States and globally. Enabling it will require a nursing workforce prepared with the requisite KSAs. Determining the capacity of the nursing workforce is a foundational step to begin this process.

导言:通过整合基因组数据、生活方式因素、环境影响和其他健康的社会决定因素(SDoH),实现个性化的疾病预防和管理,精准健康(PH)有望彻底改变医疗保健。然而,由于缺乏对执业护士 PH 能力的知识、技能和态度 (KSA) 的基线评估,阻碍了 PH 的整合。本研究旨在确定全美执业注册护士(RNs)的 PH 能力,并评估为此设计的工具--精准健康护士能力量表(PHNCS)的有效性和可靠性:设计/方法: 我们进行了一项描述性探索研究,通过方便抽样调查来评估执业护士在 PH 这一不断发展的现象方面的能力。调查通过电子邮件发送给美国护士协会(ANA)的所有会员,他们在各种实践环境中工作。ANA 代表了在美国执业的 400 多万名护士:结果:大多数受访护士认为,护士必须更多地了解包括 SDoH 在内的公共卫生的各个方面,但他们对公共卫生的整合缺乏信心。PHNCS被认为是衡量护士从事卫生保健实践能力的有效而可靠的工具:将公共卫生纳入护理实践的直接障碍是:美国护理人员缺乏专业知识。这项关于健康护理关键能力标准的开创性数据建立了一个合理的基线,必要的教育和培训应从这个基线开始:临床相关性:"精准医疗 "是美国乃至全球新兴的医疗保健方法。要实现这一目标,护理人员必须具备必要的 KSA。确定护理人员队伍的能力是开始这一进程的基础步骤。
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引用次数: 0
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Journal of Nursing Scholarship
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