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Longitudinal Transition of Symptom Cluster Profiles Among Community-Dwelling Older Adults With Heart Failure. 社区居住的心力衰竭老年人症状群特征的纵向转变。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2025-01-01 Epub Date: 2024-08-16 DOI: 10.1097/NNR.0000000000000770
Zequan Wang, Nancy S Redeker, Stephen Walsh, Sangchoon Jeon, Kyounghae Kim, Samantha Conley, Christine Tocchi, Deborah Chyun

Background: Older adults with heart failure experience clustered symptoms. However, little is known about how symptom clusters transition over time.

Objectives: This study aimed to (a) identify the longitudinal transition of symptom cluster profiles over 8 years and (b) examine the associations between demographic and clinical factors and the transition between symptom cluster profiles over time.

Methods: We conducted a longitudinal secondary analysis of data from the Health and Retirement Study's 2008, 2012, and 2016 surveys. We included participants with heart failure in the core data sets and their proxy respondents in the exit data sets. We included demographic and clinical variables as well as six symptoms (fatigue, shortness of breath, pain, swelling, depressive symptoms, dizziness) through physical health interviews. We used latent transition analysis and multinominal regressions to determine longitudinal profiles and explored the association between demographic and clinical factors and membership in symptom cluster profiles.

Results: Among 690 participants, we found four symptom cluster profiles (high burden, low burden, distressing, and respiratory-depressive distress). Participants in the low burden at baseline had the highest probability of transitioning to the respiratory-depressive distress profile. Participants in the respiratory-depressive distress at 4 years had the highest probability of transitioning to the high burden profile. Male sex, Black/African American race, smoking, and comorbidities were associated with the increased odds of transiting from the low symptom burden to the high symptom burden profile.

Discussion: Symptom cluster profile memberships were stable over an 8-year period. However, symptom cluster profiles are changeable and deteriorate over time. Identifying predictive factors enables targeted interventions for those at highest risk.

背景:患有心力衰竭的老年人会出现症状群。然而,人们对症状群如何随时间变化知之甚少:本研究旨在:(1) 确定8年间症状群特征的纵向转变;(2) 研究人口统计学和临床因素与症状群特征随时间转变之间的关联:我们对健康与退休研究 2008 年、2012 年和 2016 年的调查数据进行了纵向二次分析。我们将患有心力衰竭的参与者纳入核心数据集,并将其代理受访者纳入退出数据集。我们通过身体健康访谈纳入了人口统计学和临床变量以及六种症状(疲劳、气短、疼痛、肿胀、抑郁症状、头晕)。我们使用了潜伏转换分析和多项式回归来确定纵向特征,并探讨了人口统计学和临床因素与症状集群特征之间的关联:在 690 名参与者中,我们发现了四种症状群特征(高负担、低负担、痛苦和呼吸-抑郁痛苦)。基线时属于低负担组的参与者转为呼吸困难组的概率最高。在 4 年时处于呼吸道抑郁困扰组的参与者转为高负担组的概率最高。男性性别、黑人/非裔美国人种族、吸烟和合并症与从低症状负担特征过渡到高症状负担特征的几率增加有关:讨论:在8年的时间里,症状群特征的成员身份是稳定的。然而,症状群特征是可以改变的,并且会随着时间的推移而恶化。找出预测因素可以对高风险人群进行有针对性的干预。
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引用次数: 0
Study Protocol Evaluating Breastfeeding for Mother-Infant Dyads Experiencing Infant Ankyloglossia. 研究方案评估母乳喂养的母亲-婴儿双患有婴儿强直性咬合。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-12-17 DOI: 10.1097/NNR.0000000000000801
Rebecca R Hill, Jonathan M Carnino, Jessica R Levi

Background: Tongue-tie is associated with nipple pain and early breastfeeding cessation. To date, research has been limited by small sample sizes and a dearth of evidence on the effects of tongue-tie on infant feeding symptoms and physiologic breastfeeding mechanics.

Objectives: In this article, we describe the protocol for our study exploring infant feeding, negative breastfeeding symptoms, maternal anatomy, and physiologic sucking data between infants with and without tongue-tie.

Methods: A prospective cohort study design is being employed. Over 8 weeks, three visits will be conducted with a sample of mothers and their infants without tongue-tie and a sample of mothers and their infants diagnosed with tongue-tie undergoing treatment via frenotomy. The aims of the study are to compare breastfeeding symptoms, breast anatomy, infant feeding symptoms, feeding efficiency, and nutritive sucking parameters between infants with and without tongue-tie, further comparing these metrics pre- and post-treatment via frenotomy with the non-tongue-tied age-matched counterparts.

Results: This study is currently ongoing.

Discussion: Tongue-tie is an everyday problem; clear guidelines are needed to decide whether to treat it. This novel, innovative, and multidisciplinary research study aims to fill critical gaps in understanding the physiological and functional effects of tongue-tie on breastfeeding, offering evidence to inform better clinical decisions and support effective interventions.

背景:舌系带与乳头疼痛和早期停止母乳喂养有关。迄今为止,有关舌系带对婴儿喂养症状和母乳喂养生理机制的影响的研究受到样本量小和证据缺乏的限制:在本文中,我们将介绍我们的研究方案,探讨有舌系带婴儿和无舌系带婴儿之间的婴儿喂养、负面母乳喂养症状、母体解剖和生理吸吮数据:方法:采用前瞻性队列研究设计。在 8 周的时间里,我们将对无舌系带的母亲及其婴儿,以及被诊断为舌系带并正在接受舌系带切除术治疗的母亲及其婴儿进行三次访问。该研究的目的是比较有舌系带和无舌系带婴儿的母乳喂养症状、乳房解剖结构、婴儿喂养症状、喂养效率和营养性吸吮参数,并将这些指标在通过舌系带切除术进行治疗前后与非舌系带年龄匹配的婴儿进行进一步比较:目前这项研究正在进行中:讨论:舌系带是一个日常问题,需要明确的指导方针来决定是否治疗。这项新颖、创新和多学科的研究旨在填补在了解舌系带对母乳喂养的生理和功能影响方面的重要空白,为更好的临床决策提供依据并支持有效的干预措施。
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引用次数: 0
National Academies of Science, Engineering and Medicine Recommendations for Transformative Change in Women's Health Research at the National Institutes of Health. 美国国家科学院、工程院和医学院关于国家卫生研究院妇女健康研究变革的建议。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-12-16 DOI: 10.1097/NNR.0000000000000803
Veronica Barcelona

Background: Due to significant gaps in knowledge around women's health, Congress commissioned the National Academies of Science, Engineering and Medicine (NASEM) to conduct a consensus study on funding allocation, workforce needs, and priority research areas for the National Institutes of Health (NIH).

Objectives: This manuscript summarizes the key points of the new NASEM report on women's health research for NIH, presents the relevance and importance for nursing research, and briefly discusses the need for increased representation of nurse scientists on NASEM panels.

Methods: Beginning in the Fall of 2023, a multidisciplinary panel of 17 experts was convened by NASEM to address gaps in women's health research at NIH. The committee was tasked to identify research priorities for NIH-funded research with a focus on conditions that are female specific, more common in women, or affect women differently. In addition, the committee was asked to make recommendations on NIH training and education to strengthen the women's health research workforce, changes to NIH structural, systems, and review processes, and allocation of funding to more equitably reflect the burden of disease among women.

Results: The committee found that from 2013-2023, only 8.8% of NIH research dollars focused on women's health research, and that basic knowledge about women's physiological, hormonal fluctuations, and chromosomal differences is lacking. Data are also needed to better understand diseases that are female-specific, more common in women, or affect women differently. The committee made eight recommendations for transformative change at NIH related to women's health research.

Discussion: Overall, the report describes the need for transformative change at NIH to advance the science on women's health research and improve outcomes. This includes a comprehensive approach and recommendations that would double the NIH's investment in women's health research, enhance accountability, and provide rigorous oversight, prioritization, and integration of women's health research across NIH.

背景:由于在妇女健康方面的知识存在重大差距,国会委托美国国家科学、工程和医学院(NASEM)对美国国立卫生研究院(NIH)的资金分配、劳动力需求和优先研究领域进行一项共识研究。目的:本文总结了美国国立卫生研究院妇女健康研究新NASEM报告的要点,介绍了护理研究的相关性和重要性,并简要讨论了在NASEM小组中增加护士科学家代表的必要性。方法:从2023年秋季开始,NASEM召集了一个由17名专家组成的多学科小组,以解决NIH女性健康研究中的差距。该委员会的任务是确定美国国立卫生研究院资助研究的研究重点,重点关注女性特有的、在女性中更常见的或对女性影响不同的疾病。此外,该委员会还被要求就NIH的培训和教育提出建议,以加强女性健康研究人员队伍,改变NIH的结构、系统和审查程序,以及更公平地反映女性疾病负担的资金分配。结果:委员会发现,从2013年到2023年,只有8.8%的NIH研究资金用于女性健康研究,而且缺乏关于女性生理、激素波动和染色体差异的基本知识。还需要数据来更好地了解女性特有的、在妇女中更常见的或对妇女影响不同的疾病。该委员会提出了八项建议,要求NIH对妇女健康研究进行变革性改革。讨论:总体而言,该报告描述了NIH需要进行变革性变革,以推进妇女健康研究的科学并改善结果。这包括一个全面的方法和建议,将NIH在妇女健康研究方面的投资增加一倍,加强问责制,并对NIH的妇女健康研究进行严格的监督、优先排序和整合。
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引用次数: 0
A Decision-Making Grid for Coenrollment in Multiple Clinical Trials. 共同参与多项临床试验的决策网格。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-12-16 DOI: 10.1097/NNR.0000000000000802
Martha A Q Curley, Laura Beth Kalvas, Mallory A Perry-Eaddy, Lisa A Asaro, David Wypij

Background: While subject coenrollment into multiple trials is desirable, thoughtful consideration is required to avoid compromising each trial's scientific integrity.

Objective: We developed a Decision-Making Grid (GRID) to help investigators determine whether a clinical trial is compatible with a second clinical trial, thus allowing coenrollment, or if it should be considered competing, prohibiting coenrollment.

Methods: The GRID evaluates 21 elements across 4 domains: Scientific Integrity, Data Interpretation, Feasibility/Burden, and Additional Considerations. Optimally, each PI shares their protocol, completes the GRID independently, then meets to compare their perspectives, seeking a mutually acceptable agreement.

Results: The GRID has facilitated coenrollment decision-making for the RESTORE and PROSpect pediatric critical care clinical trials. In RESTORE, five trials were reviewed; one was approved for coenrollment; four were deemed competing. In PROSpect, 26 trials have been reviewed; 20 are approved for coenrollment; six were deemed competing. In both RESTORE and PROSpect, the PIs of multiple trials arranged a mutually acceptable sharing agreement.

Discussion: The GRID provides a systematic process to help investigators evaluate the effect of coenrollment in multiple clinical trials.

背景:虽然受试者同时入组多个试验是可取的,但需要深思熟虑,以避免损害每个试验的科学完整性。目的:我们开发了一个决策网格(Grid)来帮助研究者确定一个临床试验是否与第二个临床试验兼容,从而允许共同入组,或者如果应该考虑竞争,禁止共同入组。方法:GRID评估了4个领域的21个要素:科学完整性、数据解释、可行性/负担和附加考虑。最理想的情况是,每个PI共享他们的协议,独立完成GRID,然后开会比较他们的观点,寻求一个双方都能接受的协议。结果:GRID促进了RESTORE和PROSpect儿科重症临床试验的共同入组决策。在RESTORE中,回顾了5项试验;一个被批准共同注册;其中四个被认为是竞争对手。在PROSpect中,26项试验已被审查;批准共招生20人;6个被认为是竞争对手。在RESTORE和PROSpect中,多个试验的pi都安排了一个双方都可以接受的共享协议。讨论:GRID提供了一个系统的过程来帮助研究者评估在多个临床试验中合并入组的效果。
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引用次数: 0
Double-Duty Caregivers' Satisfaction With Health Care Provider Communication. 双职工护理人员对医护人员沟通的满意度。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-12-16 DOI: 10.1097/NNR.0000000000000804
Jean Marie Gouveia, Susan Hunter Revell, Mary K McCurry, Mirinda Brown Tyo

Background: Double-duty caregivers are health care professionals caring for family members or friends outside the workplace. While they may communicate frequently with colleagues in their professional role, little is known about communication with health care providers in the caregiving role.

Objective: To measure double-duty caregiver satisfaction when communicating with health care providers and to identify correlates and predictors of satisfaction.

Methods: A cross-sectional, nonexperimental, correlational study was used. Participants included registered nurses who were current or former caregivers of a family member or friend aged 50 or older. Correlation and multiple linear regression analyses were performed to examine the associations between double-duty caregivers' personal and professional attributes, factors, and satisfaction with communication.

Results: Double-duty caregivers reported above-average satisfaction with communication. Personal beliefs about caring and trust had the highest influence on satisfaction. Stress was associated with lower satisfaction with communication.

Discussion: This study is the first to examine double-duty caregiver satisfaction when communicating with health care providers and associated factors. Health care providers must implement strategies to maximize their acknowledgment of personal beliefs about caring and foster the building of trusting relationships to support colleagues in this role.

背景:双重责任照顾者是在工作场所之外照顾家庭成员或朋友的卫生保健专业人员。虽然他们可能经常以专业角色与同事沟通,但他们对以护理角色与卫生保健提供者的沟通知之甚少。目的:测量双重职责照顾者与卫生保健提供者沟通时的满意度,并确定满意度的相关因素和预测因素。方法:采用横断面、非实验、相关性研究。参与者包括50岁或以上的家庭成员或朋友的现任或前任护理人员的注册护士。采用相关分析和多元线性回归分析来检验双重责任照顾者的个人和职业属性、因素与沟通满意度之间的关系。结果:双职工护理人员的沟通满意度高于平均水平。个人对关怀和信任的信念对满意度的影响最大。压力与较低的沟通满意度有关。讨论:本研究是第一个研究双重责任的照顾者满意度时,与卫生保健提供者沟通和相关因素。卫生保健提供者必须实施策略,最大限度地承认他们对关怀的个人信念,并促进建立信任关系,以支持同事扮演这一角色。
{"title":"Double-Duty Caregivers' Satisfaction With Health Care Provider Communication.","authors":"Jean Marie Gouveia, Susan Hunter Revell, Mary K McCurry, Mirinda Brown Tyo","doi":"10.1097/NNR.0000000000000804","DOIUrl":"https://doi.org/10.1097/NNR.0000000000000804","url":null,"abstract":"<p><strong>Background: </strong>Double-duty caregivers are health care professionals caring for family members or friends outside the workplace. While they may communicate frequently with colleagues in their professional role, little is known about communication with health care providers in the caregiving role.</p><p><strong>Objective: </strong>To measure double-duty caregiver satisfaction when communicating with health care providers and to identify correlates and predictors of satisfaction.</p><p><strong>Methods: </strong>A cross-sectional, nonexperimental, correlational study was used. Participants included registered nurses who were current or former caregivers of a family member or friend aged 50 or older. Correlation and multiple linear regression analyses were performed to examine the associations between double-duty caregivers' personal and professional attributes, factors, and satisfaction with communication.</p><p><strong>Results: </strong>Double-duty caregivers reported above-average satisfaction with communication. Personal beliefs about caring and trust had the highest influence on satisfaction. Stress was associated with lower satisfaction with communication.</p><p><strong>Discussion: </strong>This study is the first to examine double-duty caregiver satisfaction when communicating with health care providers and associated factors. Health care providers must implement strategies to maximize their acknowledgment of personal beliefs about caring and foster the building of trusting relationships to support colleagues in this role.</p>","PeriodicalId":49723,"journal":{"name":"Nursing Research","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142830649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Reducing Stigma in Chinese Women Living With HIV/AIDS: Mixed Methods Cluster Randomized Controlled Trial Protocol. 减少中国女性艾滋病感染者的耻辱感:混合方法聚类随机对照试验方案。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-11-28 DOI: 10.1097/NNR.0000000000000797
Zhongfang Yang, Lin Zhang, Zheng Zhu, Yanfen Fu, Shuyu Han, Meiyan Sun, Yue Zhang, Hongli Yang, Beibei Gong, Yirong Shi, Yan Hu

Background: Perceived stigma significantly impedes access to public health resources for women living with HIV/AIDS, highlighting the crucial need for interventions to empower individuals to overcome such barriers.

Objectives: This paper outlines the protocol for a pilot study aimed at evaluating the efficacy of the Helping Overcome PErceived Stigma (HOPES) intervention employing the mixed methods-grounded in narrative transportation-theory in reducing perceived stigma among women living with HIV/AIDS.

Methods: A total of 100 women living with HIV/AIDS will be randomized into two groups: the HOPES group and the control group. Participants in the HOPES group will watch the narrative transportation videos about perceived stigma experiences and coping strategies recorded by peer volunteers and write notes.

Results: The study commenced in September 2023 and concluded data collection in May 2024.

Discussion: Findings from this study will inform effectiveness trials of HOPES, advancing the evidence base for reducing stigma, and improving mental health in women living with HIV/AIDS.

背景:感知到的耻辱严重阻碍了感染艾滋病毒/艾滋病的妇女获得公共卫生资源,突出表明迫切需要采取干预措施,使个人能够克服这些障碍。目的:本文概述了一项试点研究的方案,旨在评估帮助克服感知耻辱(hope)干预的有效性,该干预采用基于叙事运输理论的混合方法来减少艾滋病毒/艾滋病妇女的感知耻辱。方法:将100名感染艾滋病毒/艾滋病的妇女随机分为两组:希望组和对照组。hope小组的参与者将观看同伴志愿者记录的关于感知耻辱经历和应对策略的叙事运输视频,并写下笔记。结果:研究于2023年9月开始,2024年5月结束数据收集。讨论:本研究的结果将为hope的有效性试验提供信息,为减少耻辱感和改善感染艾滋病毒/艾滋病的妇女的心理健康提供证据基础。
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引用次数: 0
Systematic Review and Meta-Analysis of Prevalence and Risk Factors for Psychological Birth Trauma. 出生心理创伤患病率及危险因素的系统回顾与荟萃分析。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-11-28 DOI: 10.1097/NNR.0000000000000792
Yaxuan Xu, Wenjuan Wang, Lihua Zhou, Wenli Xu, Hui Wang, Fengying Zhang, Xiaoqin Wang, Hanmei Zhang

Background: Psychological birth trauma is common among women in labor and has severe implications for maternal and infant health. Although the prevalence and risk factors of psychological birth trauma have been widely reported, these findings have not been systematically synthesized, limiting screening and interventions.

Objective: This study aimed to determine the pooled prevalence of and risk factors for psychological birth trauma.

Methods: The Cochrane Library, Web of Science, PubMed, Embase, and Scopus databases were systematically searched between their inception and October 1, 2023. Pooled prevalence, odds ratio, and 95% confidence intervals were calculated using fixed or random effects models using Stata 15.0.

Result: The pooled prevalence rate of psychological birth trauma was 19%. We performed subgroup analysis based on age, parity, region, and measurement tools. The results showed differences in the prevalence of psychological birth trauma between these subgroups, suggesting the need for clinical personalization in different populations. The pooled odds ratio showed that fear of childbirth, cesarean section, operative vaginal birth, pain during labor, and dissatisfaction with support from midwives were significantly associated with psychological birth trauma.

Discussion: The study found that the pooled prevalence of psychological birth trauma was 19%. PBT risk factors are diverse, and understanding the prevalence and risk factors for psychological birth trauma has important implications for health care and social care systems.

背景:心理分娩创伤在分娩妇女中很常见,对母婴健康有严重影响。虽然心理出生创伤的患病率和危险因素已被广泛报道,但这些发现尚未系统地综合,限制了筛查和干预。目的:本研究旨在了解新生儿心理创伤的发生率及危险因素。方法:系统检索Cochrane Library、Web of Science、PubMed、Embase和Scopus数据库,检索时间从建库到2023年10月1日。使用Stata 15.0使用固定或随机效应模型计算合并患病率、优势比和95%置信区间。结果:新生儿心理创伤总患病率为19%。我们根据年龄、胎次、地区和测量工具进行了亚组分析。结果显示,这些亚组之间心理出生创伤的患病率存在差异,表明需要针对不同人群进行临床个性化治疗。合并优势比显示,害怕分娩、剖宫产、顺产手术、分娩疼痛和对助产士支持的不满与分娩心理创伤显著相关。讨论:研究发现心理分娩创伤的总患病率为19%。PBT的危险因素是多种多样的,了解心理分娩创伤的患病率和危险因素对卫生保健和社会保健系统具有重要意义。
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引用次数: 0
Integration in Mixed Methods Research With an Exemplar Explanatory Sequential Study. 混合方法研究与范例解释序贯研究的整合。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-11-28 DOI: 10.1097/NNR.0000000000000796
Youri Hwang, M Tish Knobf, Lois S Sadler

Background: Integration-a hallmark of mixed methods research (MMR)-is crucial throughout the entire research process. Despite its importance, integration remains an elusive concept often inadequately addressed by researchers, with many publications focusing solely on the final stages of data analysis and interpretation.

Objectives: The authors aim to synthesize methodologic discussions of the mixed method research integration process and provide an illustration of integration across all phases of an exemplar explanatory sequential study.

Methods: Integration in MMR includes four distinct dimensions encompassing philosophical assumptions and paradigms, methodological methods, and dissemination of integrated study findings. This paper presents our integrated study findings, illustrated by a research study conducted to investigate sleep health among women with breast cancer.

Results: Integration of quantitative and qualitative data analyses is demonstrated through consistently matching the guiding paradigm with design choice, meta-inferences, and visual joint displays. The connecting displays linking quantitative and qualitative data, compare sleep characteristics scores, and the relationship between anxiety and vasomotor symptoms. The results highlight the significance of visual tools in enhancing the analytic processes and providing a comprehensive understanding of complex clinical phenomena.

Discussion: Integrating across all stages of mixed method research studies presents many challenges. The proposed four-dimension model of integration contributes to understanding the unique value of fully integrated mixed methods results. The exemplary study findings confirm the value of integration in achieving a nuanced and comprehensive understanding of a significant clinical problem.

背景:整合-混合方法研究(MMR)的标志-在整个研究过程中至关重要。尽管它很重要,但整合仍然是一个难以捉摸的概念,研究人员经常没有充分解决,许多出版物只关注数据分析和解释的最后阶段。目的:作者旨在综合混合方法研究整合过程的方法学讨论,并提供范例解释性顺序研究的所有阶段的整合说明。方法:MMR的整合包括四个不同的维度,包括哲学假设和范式、方法论方法和整合研究结果的传播。本文介绍了我们的综合研究结果,并以一项调查乳腺癌女性睡眠健康的研究为例。结果:通过与设计选择、元推理和视觉联合显示一致地匹配指导范式,证明了定量和定性数据分析的整合。连接显示连接定量和定性数据,比较睡眠特征得分,以及焦虑和血管舒缩症状之间的关系。结果强调了可视化工具在增强分析过程和提供对复杂临床现象的全面理解方面的重要性。讨论:整合所有阶段的混合方法研究提出了许多挑战。提出的四维集成模型有助于理解完全集成混合方法结果的独特价值。示范性研究结果证实了整合在实现对重大临床问题细致入微和全面理解方面的价值。
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引用次数: 0
Frailty and Self-Care Maintenance Mediated by Social Support and Depression in Older Adults With Heart Failure. 社会支持和抑郁对老年心力衰竭患者虚弱和自我照顾维持的影响。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-11-19 DOI: 10.1097/NNR.0000000000000795
Na Bu, Min Leng, Guorong Cao, Chao Dou, Rongchun Hou, Xiaohong Lu, Hong Xu

Background: Older adults with heart failure often exhibit poor self-care maintenance. Frailty could exacerbate self-care, leading to deteriorating health. Social support and depression may play a role in self-care maintenance in older adults with heart failure combined with frailty. Confirming this potential mechanistic relationship could provide valuable reference for nurses to formulate and improve the targeted intervention strategies and health education programs for older adults with heart failure.

Objectives: This study analyze the relationship between frailty and self-care maintenance in older adults with heart failure and determined the sequential mediation effect of social support and depression. Its goal was to provide valuable theoretical insights for formulating targeted clinical nursing interventions for older adults with heart failure.

Methods: A cross-sectional study was conducted from July 2023 to February 2024, during which older adults with heart failure were recruited using a convenience sampling method from the cardiovascular department of a tertiary class A hospital in Qingdao, China. A total of 241 completed the Tilburg Frailty Indicator, the Self-Care of Heart Failure Index, the Social Support Rating Scale, and the Patient Health Questionnaire-9. T-tests and one-way analysis of variance were used to examine differences in self-care maintenance among participants with distinct characteristics; correlation analysis was used to ​identify variable relationships within the study. The mediation model was tested using the SPSS PROCESS macro and the bootstrap method.

Results: Frailty was negatively correlated with self-care maintenance, and both social support and depression were significantly related to frailty and self-care maintenance. Social support and depression not only independently mediated the relationship between frailty and self-care maintenance but also exhibited a significant sequential mediation effect.

Discussion: The frailty of older adults with heart failure and its correlation with self-care maintenance is a complex and multidimensional phenomenon. Frailty not only directly influenced self-care maintenance in participants but also indirectly affected it through the mediating factors of social support and depression. Future research should emphasize innovative, targeted interventions to enhance social support quality and accessibility and alleviate depression, ultimately boosting patients' self-care capabilities and elevating their quality of life.

背景:老年心力衰竭患者往往表现出较差的自我护理能力。虚弱会加重自我照顾,导致健康状况恶化。社会支持和抑郁可能在老年心力衰竭合并虚弱的自我护理维持中发挥作用。确认这种潜在的机制关系可为护士制定和完善老年心力衰竭的针对性干预策略和健康教育方案提供有价值的参考。目的:本研究分析老年心力衰竭患者虚弱与自我护理维持的关系,并确定社会支持与抑郁的序贯中介作用。其目的是为制定有针对性的老年心力衰竭临床护理干预措施提供有价值的理论见解。方法:于2023年7月至2024年2月进行横断面研究,在此期间,采用方便抽样方法从中国青岛某三甲医院心血管科招募心力衰竭老年人。共有241人完成了蒂尔堡虚弱指数、心力衰竭自我护理指数、社会支持评定量表和患者健康问卷-9。采用t检验和单因素方差分析检验不同特征被试在自我护理维持方面的差异;相关分析用于确定研究中的变量关系。采用SPSS PROCESS宏和bootstrap方法对中介模型进行检验。结果:脆弱与自我护理维持呈负相关,社会支持和抑郁与脆弱和自我护理维持均显著相关。社会支持和抑郁不仅在脆弱与自我照顾维持的关系中起独立中介作用,而且表现出显著的序贯中介作用。老年人心力衰竭的衰弱及其与自我护理维持的关系是一个复杂的、多维的现象。虚弱不仅直接影响被试的自我照顾维持,而且通过社会支持和抑郁的中介因素间接影响自我照顾维持。未来的研究应强调创新、有针对性的干预措施,以提高社会支持的质量和可及性,缓解抑郁,最终提高患者的自我照顾能力,提高生活质量。
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引用次数: 0
Area Deprivation and Patient Complexity Predict Low-Value Health Care Utilization in Persons With Heart Failure. 区域剥夺和患者复杂性预测心力衰竭患者的低价值医疗保健利用。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-11-15 DOI: 10.1097/NNR.0000000000000794
Kathryn M Ledwin, Sabrina Casucci, Suzanne S Sullivan, Sharon Hewner

Background: Heart failure is a debilitating condition affecting over 6.7 million adults in the United States. Social risks and complexity, or personal, social, and clinical aspects of persons' experiences, have been found to influence health care utilization and hospitalizations in persons with HF. Low-value utilization, or irregular outpatient visits with frequent emergency room use, or hospitalization is common among persons with complex conditions and social risk and requires further investigation in the heart failure population.

Objective: The purpose of this research was to assess the influence of complexity and social risk on low-value utilization in persons with heart failure using machine learning approaches.

Methods: Supervised machine learning, tree-based predictive modeling was conducted on an existing data set of adults with heart failure in the eight-county region of Western New York for the year 2022. Decision tree and random forest models were validated using a 70/30 training/testing data set and k-fold cross-validation. The models were compared for accuracy and interpretability using the area under the curve, Matthew's correlation coefficient, sensitivity, specificity, precision, and negative predictive value.

Results: Area deprivation index, a proxy for social risk, number of chronic conditions, age, and substance use disorders were predictors of low-value utilization in both the decision tree and random forest models. The decision tree model performed moderately, while the random forest model performed excellently and added hardship as an additional important variable.

Discussion: This is the first known study to look at the outcome of low-value utilization, targeting individuals who are underutilizing outpatient services. The random forest model performed better than the decision tree; however, features were similar in both models, with area deprivation index as the key variable in predicting low-value utilization. The decision tree was able to produce specific cutoff points, making it more interpretable and useful for clinical application. Both models can be used to create clinical tools for identifying and targeting individuals for intervention and follow-up.

背景:心力衰竭是一种使人衰弱的疾病,影响着美国670多万成年人。社会风险和复杂性,或个人、社会和临床方面的个人经历,已被发现影响心衰患者的医疗保健利用和住院治疗。低价值使用,或不定期门诊就诊,频繁使用急诊室,或住院在复杂情况和社会风险人群中很常见,需要在心力衰竭人群中进一步调查。目的:本研究的目的是利用机器学习方法评估复杂性和社会风险对心力衰竭患者低价值利用的影响。方法:对2022年纽约西部八县地区成人心力衰竭的现有数据集进行监督机器学习,基于树的预测建模。决策树和随机森林模型使用70/30的训练/测试数据集和k-fold交叉验证进行验证。使用曲线下面积、马修相关系数、敏感性、特异性、精度和负预测值对模型的准确性和可解释性进行比较。结果:在决策树和随机森林模型中,区域剥夺指数、慢性病数量、年龄和物质使用障碍都是低价值利用的预测因子。决策树模型表现一般,而随机森林模型表现优异,并将困难作为一个额外的重要变量。讨论:这是第一个已知的研究,着眼于低价值利用的结果,目标是利用门诊服务不足的个人。随机森林模型优于决策树模型;然而,两种模型的特征相似,面积剥夺指数是预测低值利用的关键变量。决策树能够产生特定的截止点,使其更易于解释,对临床应用更有用。这两种模型都可以用来创建临床工具,用于识别和针对个体进行干预和随访。
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