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Effect of Self-Proning on Respiratory Functions, Pneumonia Severity, and Mortality Risk Among Patients Diagnosed With Community-Acquired Pneumonia: A Nursing-Based Quasi-Experimental Study. 自我发音对社区获得性肺炎患者呼吸功能、肺炎严重程度和死亡风险的影响:基于护理的准实验研究》。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-20 DOI: 10.1177/10547738241298030
Hoda Abdou Abd El-Monem El-Deeb, Naglaa Abd Allah Abd El Hafeez, Manar Ali Rashwan, Mona Metwally El-Sayed, Mahmoud Abdelwahab Khedr, Rasha Fathy Ahmed Dawood

Assessing and monitoring respiratory parameters, such as respiratory rate, oxygen saturation, and lung sounds, is crucial for the management and prognosis of pneumonia patients. Prone positioning has been shown to improve oxygenation in patients with respiratory disorders, including pneumonia, by reducing ventilation/perfusion mismatch. However, there is a lack of evidence supporting the benefits of self-proning in spontaneously breathing pneumonia patients. This study aims to evaluate the effect of self-proning on respiratory functions, pneumonia, and mortality risk among patients diagnosed with community-acquired pneumonia. The study used a pre- and post-test quasi-experimental design with a control group, adhering to the Transparent Reporting of Evaluations with Nonrandomized Designs guidelines. It was conducted in the Medical Respiratory Department inpatient wards at the Respiratory Diseases Hospital in Alexandria, Egypt. The study recruited 128 patients with community-acquired pneumonia, conveniently assigned to an intervention group (n = 64) and a control group (n = 64). Data were collected using socio-demographic and historical data sheets, respiratory parameters assessment sheets, the confusion uremia respiratory rate and blood pressure (CURB-65) severity of pneumonia score, and the Pneumonia Severity Index. Prone positioning significantly positively impacted respiratory parameters in the intervention group compared to the control group. Specifically, the intervention group exhibited improvements in respiratory rate, oxygen saturation, reduced need for supplemental oxygen, and cough (p < .05). Furthermore, the intervention group exhibited fewer changes in findings from chest inspection, palpation, and auscultation. In addition, the severity of pneumonia was reduced in the intervention group compared to the control group, as indicated by lower CURB-65 (p = .014) and pneumonia severity index scores (p = .005). The study demonstrated that self-proning interventions significantly improved respiratory functions and reduced the risk of death among participants with community-acquired pneumonia. These findings suggest that self-proning is a beneficial technique for managing respiratory distress, particularly in non-intubated patients, and can be an effective strategy to improve patient outcomes in clinical settings.

评估和监测呼吸参数(如呼吸频率、血氧饱和度和肺音)对于肺炎患者的管理和预后至关重要。研究表明,俯卧位可通过减少通气/灌注不匹配来改善包括肺炎在内的呼吸系统疾病患者的氧合状况。然而,目前还缺乏证据支持自主呼吸肺炎患者采用俯卧位的益处。本研究旨在评估自我俯卧撑对社区获得性肺炎患者的呼吸功能、肺炎和死亡风险的影响。研究采用了前测和后测的准实验设计,并设有对照组,符合非随机设计评价的透明报告指南。研究在埃及亚历山大呼吸疾病医院呼吸内科住院病房进行。研究共招募了 128 名社区获得性肺炎患者,并将其方便地分配到干预组(64 人)和对照组(64 人)。通过社会人口学和病史数据表、呼吸参数评估表、尿毒症呼吸频率和血压混乱(CURB-65)肺炎严重程度评分以及肺炎严重程度指数收集数据。与对照组相比,俯卧位对干预组的呼吸参数有明显的积极影响。具体来说,干预组的呼吸频率、血氧饱和度、补充氧气的需求减少、咳嗽(p p = .014)和肺炎严重程度指数评分(p = .005)均有所改善。研究表明,自我俯卧撑干预能显著改善社区获得性肺炎患者的呼吸功能,降低死亡风险。这些研究结果表明,自我俯卧撑是一种管理呼吸窘迫的有益技术,尤其适用于未插管的患者,是改善临床环境中患者预后的有效策略。
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引用次数: 0
Implementing Resourcefulness Training© with Parent Caregivers of Children Dependent on Medical Technology During the COVID-19 Pandemic: Lessons Learned from a Randomized Controlled Trial. 在 COVID-19 大流行期间,对依赖医疗技术的儿童的父母护理者实施 "足智多谋培训© ":从随机对照试验中汲取的经验。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-11 DOI: 10.1177/10547738241296704
Valerie Boebel Toly, Katie N Russell, Sophie Shi, Jaclene A Zauszniewski

Parent caregivers of children requiring life-saving medical technology (e.g., mechanical ventilation) report higher levels of stress and poorer health than other caregivers, often neglecting health-promoting behaviors for themselves. This article describes an iterative implementation science strategy used to improve intervention delivery for a randomized controlled trial testing a telehealth, cognitive-behavioral resourcefulness intervention with this population during the COVID-19 pandemic. This process consisted of reflective team meetings and content analysis. Initial adjustments were made after content analysis of pilot study materials before intervention delivery including an intervention script, checklist, online daily log, Health Insurance Portability and Accountability Act (HIPAA)-compliant texting option, training material access, and fidelity checks. In vivo adjustments were implemented in four areas: recruitment/engagement, participation and use of resources, in-person delivery, and virtual delivery. Our efforts to streamline intervention delivery were enhanced by incorporating an iterative implementation science strategy including analysis and adjustment of intervention delivery procedures to decrease participant burden and promote intervention adherence. Reflective team meetings and a collaborative, problem-solving approach to resolve the various barriers and challenges with the randomized controlled trial were integral components of intervention delivery. This study informs future intervention research by providing details of barriers faced, pragmatic adjustments made to intervention implementation, and lessons learned (NCT0410524; www.clinicaltrials.gov).

与其他照顾者相比,需要使用救生医疗技术(如机械通气)的儿童的父母照顾者会有更大的压力和更差的健康状况,往往会忽视自己的健康促进行为。本文介绍了一种迭代实施科学策略,该策略用于改善随机对照试验的干预实施,该试验测试了在 COVID-19 大流行期间对这一人群进行的远程保健、认知行为机智干预。这一过程包括反思小组会议和内容分析。在对试点研究材料进行内容分析后,在干预实施前进行了初步调整,包括干预脚本、核对表、在线每日日志、符合《健康保险可携性与责任法案》(HIPAA)的短信选项、培训材料访问和忠实性检查。我们在以下四个方面进行了活体调整:招募/参与、参与和资源使用、现场实施和虚拟实施。我们采用了迭代实施科学策略,包括分析和调整干预实施程序,以减轻参与者的负担并促进干预的坚持,从而加强了简化干预实施的努力。反思性团队会议和协作式问题解决方法是干预实施不可或缺的组成部分,这些方法旨在解决随机对照试验中遇到的各种障碍和挑战。本研究通过提供所面临障碍的细节、对干预实施所做的务实调整以及吸取的经验教训,为未来的干预研究提供了参考(NCT0410524; www.clinicaltrials.gov)。
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引用次数: 0
Frailty and Its Associated Factors in Patients With Atrial Fibrillation: A Cross-Sectional Study. 心房颤动患者的虚弱及其相关因素:一项横断面研究
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-07 DOI: 10.1177/10547738241292415
Tsung-Tai Tsou, Hui-Mei Chen, Shih-Lin Chang, Jheng-Sian Lyu, Shu-Fang Wu

This study aimed to investigate the prevalence of frailty and its predictors among Taiwanese patients with atrial fibrillation (AF). A cross-sectional study was conducted, enrolling 188 AF patients aged over 20 years from a medical center in northern Taiwan. Participants were recruited from September 1 to December 30, 2022. Structured questionnaires were used to gather data on demographics, disease characteristics, Study of Osteoporotic Fractures Index, Short Portable Mental Status Questionnaire, Mini Nutritional Assessment Short-Form, Chinese Version Pittsburgh Sleep Quality Index, and Hospital Anxiety and Depression Scale. Among Taiwanese AF patients, over two-thirds were at risk of frailty, with susceptibility increasing with age. Key potential predictors included sex, cognitive function, nutritional status, sleep quality, and depression, jointly explaining 47.6% of the variation, with nutritional status being the most significant. These findings underscore the importance of comprehensive assessment and management strategies to address frailty in AF patients and improve overall health outcomes.

本研究旨在调查台湾心房颤动(房颤)患者体弱的发生率及其预测因素。这项横断面研究从台湾北部的一家医疗中心招募了 188 名 20 岁以上的心房颤动患者。研究人员于 2022 年 9 月 1 日至 12 月 30 日招募。研究人员使用结构化问卷收集了有关人口统计学、疾病特征、骨质疏松性骨折研究指数、便携式精神状态短问卷、迷你营养评估短表、中文版匹兹堡睡眠质量指数以及医院焦虑抑郁量表的数据。在台湾的房颤患者中,超过三分之二的人有虚弱的风险,随着年龄的增长,易感性也在增加。主要的潜在预测因素包括性别、认知功能、营养状况、睡眠质量和抑郁,共同解释了47.6%的差异,其中营养状况最为重要。这些发现强调了综合评估和管理策略对解决心房颤动患者虚弱问题和改善整体健康结果的重要性。
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引用次数: 0
Psychometric Assessment of Anxiety Measures in a Pilot Study of African American Patients with Obstructive Sleep Apnea. 非裔美国人阻塞性睡眠呼吸暂停患者试点研究中焦虑测量的心理计量学评估。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-01 Epub Date: 2024-09-27 DOI: 10.1177/10547738241282166
La-Urshalar Brock, Katherine A Yeager, Andrew H Miller, Jordan Pelkmans, Ilana Graetz, Nicholas A Giordano

African American patient populations are disproportionately diagnosed with severe obstructive sleep apnea (OSA) compared to non-Hispanic white adults. Research suggests a link between OSA and anxiety. However, OSA and anxiety symptoms may present differently across minority groups. Research examining the reliability and validity of measures used to assess anxiety symptom severity in African American patient populations living with OSA is needed. This pilot study evaluated the reliability and validity of the Patient Reported Outcomes Measurement Information System (PROMIS) Anxiety short form and the longer State-Trait Anxiety Inventory-State (STAI-S) in a sample of African American adults recently diagnosed with OSA. In this cross-sectional pilot study, 32 African American patients newly diagnosed with OSA were recruited from an academic sleep medicine clinic in the Southeastern United States to complete survey measures. Participants completed the 6-item PROMIS Anxiety short form and 20-item STAI-S. Cronbach's alphas assessed the internal reliability of measures, and concurrent validity between measures was assessed using correlation coefficients (rs). Both PROMIS Anxiety and STAI-S showed excellent internal consistency with Cronbach's α ≥.90. The PROMIS Anxiety T-scores and STAI-S scores were positively moderately correlated with each other (rs = .68; p < .0001), indicating concurrent validity. These results illustrate that both the PROMIS Anxiety and STAI-S scales have strong internal reliability in this sample of African American adults with co-occurring OSA and prediabetes. The brief PROMIS Anxiety short-form measure is validated to the longer STAI measure in this sample. An advantage of the PROMIS Anxiety scale is that it has a lower participant burden when completing questionnaires, contributing to a more refined approach to diagnosis and management when both OSA and anxiety coexist. These findings also underscore the importance of validating psychometric measures in marginalized populations, such as African Americans, who have historically been underrepresented in psychometric research.

与非西班牙裔白人成年人相比,非裔美国人中被诊断出患有严重阻塞性睡眠呼吸暂停(OSA)的比例更高。研究表明,OSA 与焦虑之间存在联系。然而,OSA 和焦虑症状在少数族裔群体中的表现可能有所不同。需要对用于评估非裔美国人 OSA 患者焦虑症状严重程度的测量方法的可靠性和有效性进行研究。本试验性研究评估了患者报告结果测量信息系统(PROMIS)焦虑简表和较长的状态-特质焦虑量表-状态(STAI-S)在最近被诊断为 OSA 的非裔美国成年人样本中的可靠性和有效性。在这项横断面试点研究中,从美国东南部的一家睡眠医学学术诊所招募了32名新确诊为OSA的非裔美国患者,让他们完成调查问卷。参与者完成了 6 个项目的 PROMIS 焦虑简表和 20 个项目的 STAI-S。Cronbach's alphas 评估了测量的内部可靠性,并使用相关系数 (rs) 评估了测量之间的并发有效性。PROMIS 焦虑症和 STAI-S 均显示出极佳的内部一致性,Cronbach's α ≥.90。PROMIS 焦虑 T 分数和 STAI-S 分数呈中度正相关(rs = .68; p
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引用次数: 0
Identification of Nocturnal Leg Cramps and Affecting Factors in COPD Patients: Logistic Regression and Artificial Neural Network. 慢性阻塞性肺病患者夜间腿部抽筋及其影响因素的识别:逻辑回归与人工神经网络
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-01 Epub Date: 2024-09-20 DOI: 10.1177/10547738241276342
Burcu Çuvalci, Sevilay Hintistan, Yilmaz Bülbül

Although there are many sleep-related complaints in chronic obstructive pulmonary disease (COPD) patients, nocturnal leg cramps have not been adequately and extensively studied. This study fills a significant gap in the literature by determining the prevalence and influencing factors of nocturnal leg cramps in COPD patients. However, our findings also underscore the need for further research, inspiring future studies and interventions in this area. This study was conducted with a rigorous methodology, employing a comprehensive approach to evaluate the probability of experiencing nocturnal leg cramps in 215 COPD and 215 control group patients matched for age and gender. Logistic regression analysis was used, supplemented by artificial neural networks, to identify the influencing factors. This robust methodology ensures the reliability and validity of our findings. The findings of this study are not only significant but also enlightening, shedding light on the prevalence and influencing factors of nocturnal leg cramps in COPD patients. The frequency of experiencing these cramps was found to be 40.9% in chronic obstructive pulmonary patients and 21.9% in the control group (p < .05). In COPD patients, factors such as milk group food consumption, blood erythrocyte level, the cover used while sleeping, blood creatinine level, the presence of coronary artery disease, the diagnosis of diabetes mellitus, the upper mid-arm muscle area, and use of drugs with methylxanthine active ingredient methylxanthine were found to affect the occurrence of these cramps. Our findings not only call for further research but also have immediate practical implications. They highlight the crucial role of nurses in managing nocturnal leg cramps in COPD patients. By controlling patients' cold stress, the bed covers they use, and their dairy product consumption, nurses can significantly contribute to managing these cramps, thereby improving the quality of life for these patients. This underscores the importance of their role in patient care and management.

尽管慢性阻塞性肺病(COPD)患者有许多与睡眠相关的主诉,但夜间腿部抽筋尚未得到充分和广泛的研究。本研究通过确定慢性阻塞性肺病患者夜间腿部抽筋的患病率和影响因素,填补了文献中的一项重要空白。不过,我们的研究结果也强调了进一步研究的必要性,为今后该领域的研究和干预措施提供了启发。本研究采用严谨的方法,对 215 名慢性阻塞性肺病患者和 215 名年龄和性别匹配的对照组患者夜间腿部抽筋的概率进行了综合评估。研究采用了逻辑回归分析法,并辅以人工神经网络来确定影响因素。这种稳健的方法确保了我们研究结果的可靠性和有效性。这项研究的结果不仅意义重大,而且具有启发性,揭示了慢性阻塞性肺病患者夜间腿部抽筋的发生率和影响因素。研究发现,慢性阻塞性肺病患者出现这种抽筋的频率为 40.9%,而对照组为 21.9%(P<0.05)。
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引用次数: 0
The Evaluation of Content Relevance and Representativeness of the New Stroke Risk Screening Scales. 评估新脑卒中风险筛查量表的内容相关性和代表性。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-01 Epub Date: 2024-09-09 DOI: 10.1177/10547738241273864
Suebsarn Ruksakulpiwat, Joachim G Voss, Abhilash K Challa, Aaron Kudlowitz

Stroke is a leading cause of death and disability worldwide. Early and comprehensive risk identification is essential for identifying individuals at high risk for stroke. This study aimed to evaluate each question in the new Stroke Risk Screening Scales (SRSS) and assess the domains for content relevance and representativeness. Initially, six stroke experts were invited to evaluate the SRSS questions. The content validity index (CVI), including the item-CVI (I-CVI) and the average-CVI (Ave-CVI), was then calculated. In our study, the acceptable standards for I-CVI and Ave-CVI were ≥0.78 and ≥0.9, respectively. The results showed that all invited experts accepted the invitation and evaluated the SRSS questions. The previous version of the SRSS consisted of 33 questions. Of these, 30 questions reached an I-CVI of ≥0.78, indicating good content validity. Three questions had an I-CVI of 0.67 and were considered invalid; thus, they were deleted. The overall instrument achieved an Ave-CVI of 0.95. Comprehensive SRSS are essential for effective stroke prevention planning. By facilitating the early identification of individuals at high risk for stroke, these scales help reduce the incidence and impact of stroke. The high content validity found in this study supports the reliability of the SRSS as a screening tool. In the future, implementing such validated scales in clinical practice can improve early intervention strategies, ultimately enhancing health outcomes and optimizing the use of healthcare resources.

中风是全球死亡和残疾的主要原因。早期全面的风险识别对于识别脑卒中高危人群至关重要。本研究旨在评估新的脑卒中风险筛查量表(SRSS)中的每个问题,并评估各领域的内容相关性和代表性。首先邀请了六位脑卒中专家对 SRSS 的问题进行评估。然后计算内容效度指数(CVI),包括项目效度指数(I-CVI)和平均效度指数(Ave-CVI)。在我们的研究中,I-CVI 和 Ave-CVI 的可接受标准分别为≥0.78 和≥0.9。结果显示,所有受邀专家都接受了邀请,并对 SRSS 问题进行了评估。上一版本的 SRSS 包括 33 个问题。其中 30 个问题的 I-CVI 值≥0.78,表明内容效度良好。有 3 个问题的 I-CVI 为 0.67,被认为是无效的,因此被删除。整个工具的平均 CVI 值为 0.95。全面的 SRSS 对有效的脑卒中预防规划至关重要。这些量表有助于早期识别脑卒中高危人群,从而减少脑卒中的发病率和影响。本研究中发现的高内容效度支持了 SRSS 作为筛查工具的可靠性。未来,在临床实践中实施此类经过验证的量表可以改善早期干预策略,最终提高健康结果并优化医疗资源的使用。
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引用次数: 0
Predicting Neutropenic Sepsis in Patients with Hematologic Malignancy: A Retrospective Case-Control Study. 血液恶性肿瘤患者中性粒细胞减少性败血症的预测:一项回顾性病例对照研究。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-01 Epub Date: 2024-09-08 DOI: 10.1177/10547738241273862
Jiwon Lee, Hee-Ju Kim

Neutropenic sepsis (NS) is one of the leading causes of death among patients with hematologic malignancies. Identifying its predictive factors is fundamental for early detection. Few studies have evaluated the predictive factors in relation to microbial infection confirmation, which is clinically important for initiating sepsis treatment. This study aimed to determine whether selected biomarkers (i.e., body temperature, C-reactive protein, albumin, procalcitonin), treatment-related characteristics (i.e., diagnosis, duration of neutropenia, treatment modality), and infection-related characteristics (i.e., infection source, causative organisms) can predict NS in patients with hematologic malignancies. We also aimed to identify the optimal predictive cutoff points for these parameters. This retrospective case-control study used the data from a total of 163 patients (58 in the sepsis group and 105 in the non-sepsis group). We collected data with reference to the day of specimen collection, with which microbial infection was confirmed. Multiple logistic regression was used to determine predictive risk factors and the area under the curve (AUC) of the receiver operating characteristic for the optimal predictive cutoff points. The independent predictors of NS were average body temperature during a fever episode and procalcitonin level. The odds for NS rose by 9.97 times with every 1°C rise in average body temperature (95% confidence interval, CI [1.33, 75.05]) and by 2.09 times with every 1 ng/mL rise in the procalcitonin level (95% CI [1.08, 4.04]). Average body temperature (AUC = 0.77, 95% CI [0.68, 0.87]) and procalcitonin levels (AUC = 0.71, 95% CI [0.59, 0.84]) have fair accuracy for predicting NS, with the optimal cutoff points of 37.9°C and 0.55 ng/mL, respectively. This study found that average body temperature during a fever episode and procalcitonin are useful in predicting NS. Thus, nurses should carefully monitor body temperature and procalcitonin levels in patients with hematologic malignancies to detect the onset of NS.

中性粒细胞脓毒症(NS)是导致血液系统恶性肿瘤患者死亡的主要原因之一。确定其预测因素是早期发现的基础。很少有研究评估与微生物感染确认有关的预测因素,而微生物感染确认对于启动败血症治疗具有重要的临床意义。本研究旨在确定选定的生物标志物(即体温、C 反应蛋白、白蛋白、降钙素原)、治疗相关特征(即诊断、中性粒细胞减少持续时间、治疗方式)和感染相关特征(即感染源、致病菌)是否能预测血液系统恶性肿瘤患者的脓毒症。我们还旨在确定这些参数的最佳预测截断点。这项回顾性病例对照研究共使用了 163 例患者(败血症组 58 例,非败血症组 105 例)的数据。我们收集的数据以标本采集日为准,微生物感染在标本采集日得到确认。多重逻辑回归用于确定预测风险因素和最佳预测截断点的接收者操作特征曲线下面积(AUC)。NS的独立预测因素是发热时的平均体温和降钙素原水平。平均体温每升高1°C,发生NS的几率上升9.97倍(95% 置信区间,CI [1.33,75.05]);降钙素原水平每升高1纳克/毫升,发生NS的几率上升2.09倍(95% 置信区间,CI [1.08,4.04])。平均体温(AUC = 0.77,95% CI [0.68,0.87])和降钙素原水平(AUC = 0.71,95% CI [0.59,0.84])预测 NS 的准确性尚可,最佳临界点分别为 37.9°C 和 0.55 纳克/毫升。本研究发现,发热时的平均体温和降钙素原对预测 NS 有帮助。因此,护士应仔细监测血液恶性肿瘤患者的体温和降钙素原水平,以检测 NS 的发生。
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引用次数: 0
Criticality of Nursing Care for Patients With Alzheimer's Disease in the ICU: Insights From MIMIC III Dataset. 重症监护室阿尔茨海默病患者护理的关键性:MIMIC III 数据集的启示。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-01 Epub Date: 2024-09-16 DOI: 10.1177/10547738241273158
Zhou Yan, Guo Quan, Xue Jia-Hui

Alzheimer's disease (AD) patients admitted to intensive care units (ICUs) exhibit varying survival outcomes due to the unique challenges in managing AD patients. Stratifying patient mortality risk and understanding the criticality of nursing care are important to improve the clinical outcomes of AD patients. This study aimed to leverage machine learning (ML) and electronic health records (EHRs) only consisting of demographics, disease history, and routine lab tests, with a focus on nursing care, to facilitate the optimization of nursing practices for AD patients. We utilized Medical Information Mart for Intensive Care III, an open-source EHR dataset, and AD patients were identified based on the International Classification of Diseases, Ninth Revision codes. From a cohort of 453 patients, a total of 60 features, encompassing demographics, laboratory tests, disease history, and number of nursing events, were extracted. ML models, including XGBoost, random forest, logistic regression, and multi-layer perceptron, were trained to predict the 30-day mortality risk. In addition, the influence of nursing care was analyzed in terms of feature importance using values calculated from both the inherent XGBoost module and the SHapley Additive exPlanations (SHAP) library. XGBoost emerged as the lead model with a high accuracy of 0.730, area under the curve (AUC) of 0.750, sensitivity of 0.688, and specificity of 0.740. Feature importance analyses using inherent XGBoost module or SHAP both indicated the number of nursing care within 14 days post-admission as an important denominator for 30-day mortality risk. When nursing care events were excluded as a feature, stratifying patient mortality risk was also possible but the model's AUC of receiver operating characteristic curve was reduced to 0.68. Nursing care plays a pivotal role in the survival outcomes of AD patients in ICUs. ML models can be effectively employed to predict mortality risks and underscore the importance of specific features, including nursing care, in patient outcomes. Early identification of high-risk AD patients can aid in prioritizing intensive nursing care, potentially improving survival rates.

由于重症监护病房(ICU)在管理阿尔茨海默病患者方面面临着独特的挑战,因此入住重症监护病房的阿尔茨海默病患者的存活率各不相同。对患者的死亡风险进行分层并了解护理的关键性对于改善 AD 患者的临床预后非常重要。本研究旨在利用机器学习(ML)和仅包括人口统计学、疾病史和常规实验室检查的电子健康记录(EHR),以护理为重点,促进 AD 患者护理实践的优化。我们使用了开源电子病历数据集《重症监护医疗信息市场 III》,并根据《国际疾病分类第九版》代码确定了 AD 患者。从 453 名患者的队列中,共提取了 60 个特征,包括人口统计学、实验室检查、疾病史和护理事件数量。对包括 XGBoost、随机森林、逻辑回归和多层感知器在内的 ML 模型进行了训练,以预测 30 天的死亡风险。此外,还利用固有的 XGBoost 模块和 SHapley Additive exPlanations (SHAP) 库计算出的值,从特征重要性的角度分析了护理的影响。XGBoost 以 0.730 的高准确率、0.750 的曲线下面积 (AUC)、0.688 的灵敏度和 0.740 的特异性成为主要模型。使用固有 XGBoost 模块或 SHAP 进行的特征重要性分析均表明,入院后 14 天内的护理次数是 30 天死亡风险的重要分母。当护理事件被排除在特征之外时,对患者死亡风险进行分层也是可行的,但模型的接收者操作特征曲线的 AUC 降低到了 0.68。护理在重症监护室 AD 患者的生存结果中起着举足轻重的作用。ML 模型可有效预测死亡率风险,并强调包括护理在内的特定特征对患者预后的重要性。早期识别高风险 AD 患者有助于优先考虑强化护理,从而提高存活率。
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引用次数: 0
Knowledge, Attitudes, and Cultural Beliefs of Afghan Refugee Women Toward Gynecological Cancer: A Qualitative Study. 阿富汗难民妇女对妇科癌症的认识、态度和文化信仰:定性研究。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-01 Epub Date: 2024-07-27 DOI: 10.1177/10547738241267089
Nilgun Kuru Alici, Ayse Arikan Donmez, Ali Oguncer

Gynecological cancers constitute an important global health problem with increasing incidence and prevalence. The aim of this study was to explain gynecologic cancer knowledge, attitudes, and cultural beliefs of Afghan refugee women living in Türkiye. This research was carried out as a descriptive phenomenological design for qualitative research. The study was conducted at the Refugee Support Center Association in Eskişehir, Türkiye, and data were collected between January and April 2023, guided by a semi-structured interview guide. Nineteen Afghan refugee women were interviewed. A purposive sampling method was used to recruit participants. Content analysis method was used for data analysis. Four overarching themes that described Afghan women's gynecologic cancer knowledge, attitudes, and cultural beliefs were identified: (a) limited awareness and knowledge of gynecological cancer among women, (b) women's attitudes toward gynecological cancers, (c) women's cultural beliefs regarding gynecological cancer, and (d) healthcare system factors. In line with the main themes, subthemes were created for each main theme. Afghan refugee women, who were in the double risk group as both women and refugees, had insufficient knowledge of gynecological cancers, and their cultural beliefs and attitudes played an essential role in their access to gynecological cancer-related preventive healthcare services. It is recommended that training be planned to increase the awareness and knowledge of Afghan women on gynecological cancers, considering their cultural characteristics.

妇科癌症是一个重要的全球性健康问题,其发病率和流行率都在不断上升。本研究旨在解释居住在土耳其的阿富汗难民妇女对妇科癌症的认识、态度和文化信仰。本研究采用描述性现象学设计进行定性研究。研究在土耳其埃斯基谢希尔的难民支持中心协会进行,在半结构化访谈指南的指导下,于 2023 年 1 月至 4 月间收集了数据。共采访了 19 名阿富汗难民妇女。采用目的取样法招募参与者。数据分析采用了内容分析法。确定了描述阿富汗妇女妇科癌症知识、态度和文化信仰的四个首要主题:(a) 妇女对妇科癌症的认识和知识有限,(b) 妇女对妇科癌症的态度,(c) 妇女对妇科癌症的文化信仰,以及 (d) 医疗保健系统因素。根据主主题,为每个主主题创建了副主题。阿富汗难民妇女既是妇女又是难民,属于双重风险群体,她们对妇科癌症的认识不足,其 文化信仰和态度对她们获得与妇科癌症相关的预防保健服务起着至关重要的作用。建议考虑到阿富汗妇女的文化特点,有计划地开展培训,以提高她们对妇科癌症的认识和了解。
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引用次数: 0
Effect of Meaning-in-Life Interventions for Advanced Cancer Patients: A Systematic Review and Meta-Analysis. 生命意义干预对晚期癌症患者的影响:系统回顾与元分析》。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-11-01 Epub Date: 2024-09-05 DOI: 10.1177/10547738241273315
Youjin Kim, Soo-Hyun Nam, Boyoung Hwang

This study aimed to explore the effects of meaning-in-life intervention on meaning in life, quality of life, spiritual well-being, anxiety, and depression in advanced cancer patients. Databases, including Ovid Medline, Cochrane, PsycINFO, CINAHL, and Embase, were searched to identify relevant randomized controlled trials based on predefined criteria. Seven studies were included. Meta-analysis was performed for five studies, involving 718 patients with advanced cancer. The meta-analysis revealed no significant effects of the meaning-in-life intervention on spiritual well-being, depression, and anxiety of advanced cancer patients. The insufficient number of studies and risk of bias limit the strength of the conclusions. Therefore, further studies with larger sample sizes and methodologically rigorous designs are required to evaluate the effects of meaning-in-life interventions for advanced cancer patients. Our findings can support a better understanding of the need to study meaning-in-life interventions in advanced cancer patients and foster sustained attention to recognize meaning-in-life interventions as an effective method in healthcare.

本研究旨在探讨生命意义干预对晚期癌症患者的生命意义、生活质量、精神健康、焦虑和抑郁的影响。研究人员检索了包括 Ovid Medline、Cochrane、PsycINFO、CINAHL 和 Embase 在内的数据库,以根据预先定义的标准确定相关的随机对照试验。共纳入七项研究。对涉及 718 名晚期癌症患者的五项研究进行了荟萃分析。荟萃分析结果显示,生命意义干预对晚期癌症患者的精神健康、抑郁和焦虑没有显著影响。研究数量不足和偏倚风险限制了结论的力度。因此,需要进一步开展样本量更大、方法更严谨的研究,以评估生命意义干预对晚期癌症患者的影响。我们的研究结果可以帮助人们更好地理解对晚期癌症患者进行生命意义干预研究的必要性,并促进人们持续关注生命意义干预,将其视为一种有效的医疗保健方法。
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引用次数: 0
期刊
Clinical Nursing Research
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