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Hypoglycemia knowledge assessment tool — Development and validation of the Hypoglycemia Management Knowledge Scale in Taiwan 低血糖知识评估工具-台湾地区低血糖管理知识量表之开发与验证
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-01-28 DOI: 10.1016/j.apnr.2025.151916
Mei-Chuan Huang PhD , Hua-Tsen Hsiao PhD , Ya-Ping Yang PhD , Hsiu-Ling Liang Master, RN , Chung-Yuan Chen MD

Background

Knowledge can guide and support behaviors. With accurate knowledge, patients are better equipped to engage in appropriate self-care behaviors and effectively manage hypoglycemia. However, there is currently a lack of reliable and valid assessment scales specifically designed to measure hypoglycemia knowledge, which could serve as valuable clinical evaluation tools for healthcare professionals.

Aim

To develop and validate a reliable and valid hypoglycemia management knowledge scale to assess the knowledge of hypoglycemia management in patients with diabetes.

Methods

A cross-sectional study was conducted, recruiting 300 patients with type 2 diabetes who had experienced hypoglycemic events from a medical center and a primary care clinic in southern Taiwan between December 2021 and September 2023.

Results

Initially, 25 questions were selected, achieving a content validity index of 0.92. Through exploratory factor analysis and confirmatory factor analysis, the scale was refined into an 8-factor and 3-factor model, with factor loadings ranging from 0.5 to 0.9. The questions were categorized into three factors: blood glucose determination, carbohydrate supplementation, and blood glucose testing. The internal consistency, measured using the Kuder-Richardson 20 (KR-20), was 0.758.

Conclusions

The hypoglycemia management knowledge scale developed in this study demonstrated sufficient validity and reliability, making it a useful tool for quickly assessing patients' knowledge of hypoglycemia management and serving as a reference for hypoglycemia education.
背景知识可以指导和支持行为。有了准确的知识,患者就能更好地进行适当的自我护理行为,有效地控制低血糖。然而,目前还缺乏专门设计的可靠有效的低血糖知识评估量表,可以作为医疗专业人员有价值的临床评估工具。目的制定并验证一套可靠、有效的降糖管理知识量表,以评估糖尿病患者的降糖管理知识。方法采用横断面研究方法,在2021年12月至2023年9月期间,从台湾南部的一家医疗中心和一家初级保健诊所招募了300名经历过低血糖事件的2型糖尿病患者。结果初步筛选出25个问题,内容效度指数为0.92。通过探索性因子分析和验证性因子分析,将量表细化为8因子和3因子模型,因子负荷范围为0.5 ~ 0.9。这些问题分为三个方面:血糖测定、碳水化合物补充和血糖测试。使用库德-理查德森20 (KR-20)测量的内部一致性为0.758。结论本研究编制的低血糖管理知识量表具有足够的效度和信度,是快速评估患者低血糖管理知识的有效工具,可作为低血糖教育的参考。
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引用次数: 0
Measuring self-care in the general adult population: Cross-validation of the Self-care Inventory 测量一般成年人的自我照顾:自我照顾量表的交叉验证
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-02 DOI: 10.1016/j.apnr.2025.151920
Michela Luciani , Maddalena De Maria , Claudio Barbaranelli , Paola Claudia Fazio , Barbara Riegel , Davide Ausili

Introduction

Self-care is essential for health promotion, disease management and social justice. Robust, theory-based tools are needed for its measurement. The Self-care Inventory (SCI) was developed to measure self-care behaviours in adults regardless of their health status. The aims of this study are to measure validity of the SCI in an Italian sample and measurement equivalence in US and Italian samples.

Methods

We recruited 340 Italian and 294 US adults with convenience sampling. The Self-care Inventory, new General Self-Efficacy Scale, Positivity Scale, Perceived Stress Scale, and a clinical and sociodemographic questionnaire were administered online. Confirmatory factor analysis (CFA) was used to assess the factor structure of the SCI. Measurement equivalence testing was conducted using Multiple Group Confirmatory Factor Analysis, testing configural, metric, scalar, and strict invariance. For the Italian version of the SCI, reliability and construct validity were also tested.

Results

The SCI factorial structure was confirmed by CFA in the Italian sample. As for measurement equivalence, the Self-care maintenance scale demonstrated full metric and partial scalar invariance, indicating similar cognitive frameworks between US and Italian respondents. The Self-care Monitoring and Self-care Management scales achieved partial metric invariance. Reliability indices were satisfactory: Cronbach’s alpha and Global Reliability Index ranged from 0.69 to 0.84, and test-retest reliability values ranged from 0.70 to 0.84. Construct validity was supported by significant correlations between SCI scales and measures of self-efficacy, positivity, and perceived stress.

Conclusion

The SCI is valid and reliable for measuring self-care behaviours in the Italian population. Measurement equivalence show that SCI can be used cross-culturally and results from Italian and US samples are comparable. Our results support the use of the SCI in national and international self-care research and practice.Keywords: self-care, general adult population, measurement equivalence, validity, reliability.
自我保健对健康促进、疾病管理和社会公正至关重要。它的测量需要稳健的、基于理论的工具。自我照顾量表(SCI)被开发用来测量成人的自我照顾行为,无论他们的健康状况如何。本研究的目的是测量SCI在意大利样本的效度以及美国和意大利样本的测量等效性。方法采用方便抽样法,招募意大利成年人340人,美国成年人294人。自我护理量表、新一般自我效能量表、积极性量表、感知压力量表以及临床和社会人口学问卷在线进行。采用验证性因子分析(CFA)评估脊髓损伤的因子结构。采用多组验证性因子分析进行测量等效性检验,检验结构、度量、标量和严格不变性。对意大利语版SCI进行了信度和构念效度测试。结果意大利样本经CFA证实了SCI的析因结构。在测量等效性方面,自我护理维持量表表现出完全度量和部分标量不变性,表明美国和意大利受访者的认知框架相似。自我保健监测和自我保健管理量表实现了部分度量不变性。信度指标令人满意:Cronbach’s alpha和Global Reliability Index在0.69 ~ 0.84之间,重测信度值在0.70 ~ 0.84之间。建构效度在SCI量表与自我效能感、积极性和感知压力之间具有显著的相关性。结论SCI测量意大利人群的自我护理行为是有效可靠的。测量等效性表明SCI可以跨文化使用,意大利和美国样本的结果具有可比性。我们的研究结果支持SCI在国内和国际自我护理研究和实践中的应用。关键词:自我保健;普通成人;测量等效性;
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引用次数: 0
Factors influencing digital health competence among healthcare professionals: A cross-sectional study 影响医疗保健专业人员数字健康能力的因素:一项横断面研究
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-08 DOI: 10.1016/j.apnr.2025.151922
Goran ERFANI , Jemma McCREADY , Beckie GIBSON , Bethany NICHOL , John UNSWORTH , Erika JARVA , Kristina MIKKONEN , Marco TOMIETTO

Background

Improving healthcare professionals' digital health competence is critical to providing safer care. However, there is still a lack of empirical studies exploring the factors influencing healthcare professionals' digital health competence, even though significant investments have been made to advance digitalisation of healthcare globally.

Aim

This study aimed to identify the key characteristics influencing healthcare professionals' digital health competence.

Methods

Cross-sectional data was collected from 252 healthcare professionals using two instruments measuring the digital health competences and the associated educational and organisational factors in 2024 via an online and paper-based survey. Univariate and binary logistic regression analyses were performed to identify the key characteristics influencing digital health competence.

Results

Higher levels of education, working in a hospital, more professional experience, and increased use of digital solutions at work or during free time were associated with higher digital health competence. Higher qualifications were linked to greater digital health competence across several factors, with postgraduate degrees increasing health-related counselling competence and undergraduate degrees enhancing work-related attitudes and evaluating digital solutions. Professionals with university qualifications and those working in hospital settings showed higher ICT competence, while more years of professional experience increased ethical competence in using digital solutions.

Conclusions

Digital health competence development should prioritise healthcare professionals with lower educational levels. Additionally, such initiatives should include supporting those who work in non-hospital settings, have less professional experience, and use digital solutions less frequently at work or in their free time. Professional experience increases ethical competence in using digital solutions. Continuous professional development interventions and organisational policies should consider these factors to improve healthcare professionals' digital health competences.
提高医疗保健专业人员的数字健康能力对于提供更安全的护理至关重要。然而,尽管在推动全球医疗保健数字化方面进行了大量投资,但仍缺乏探索影响医疗保健专业人员数字健康能力的因素的实证研究。目的本研究旨在找出影响医疗保健专业人员数字健康能力的关键特征。方法通过在线和纸质调查,使用两种工具收集了252名医疗保健专业人员的横断面数据,以测量2024年的数字健康能力以及相关的教育和组织因素。采用单变量和二元逻辑回归分析来确定影响数字健康能力的关键特征。结果较高的教育水平、在医院工作、更多的专业经验以及在工作或空闲时间更多地使用数字解决方案与较高的数字健康能力相关。更高的学历与更强的数字健康能力有关,涉及多个因素,研究生学位提高了与健康相关的咨询能力,本科学位提高了与工作相关的态度和评估数字解决方案。具有大学学历的专业人员和在医院工作的专业人员显示出更高的信息通信技术能力,而更多年的专业经验提高了使用数字解决方案的道德能力。结论数字化卫生能力发展应优先考虑低学历卫生保健人员。此外,此类举措应包括支持那些在非医院环境中工作、专业经验较少、在工作或空闲时间较少使用数字解决方案的人员。专业经验增加了使用数字解决方案的道德能力。持续的专业发展干预措施和组织政策应考虑这些因素,以提高医疗保健专业人员的数字健康能力。
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引用次数: 0
Nurses' competence and needs to assist advance directives for institutionalized people with dementia and their family 护士的能力和需要协助预先指示的机构与痴呆症患者和他们的家人
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-10 DOI: 10.1016/j.apnr.2025.151924
Hui-Chen Chao , Yen-Lin Chen , Hsiu-Ching Lin , Jing-Jy Wang , Ya-Ping Yang
There is growing recognition of advance directives (AD) in dementia, however a gap remains between their perceived importance and actual implementation. This emphasizes the need to enhance healthcare professionals' support for people with dementia (PWD) with regards to making AD. This study aimed to investigate the competence, difficulties, and support needs of nurses in assisting institutionalized PWD to make AD. This mixed methods study included both quantitative and qualitative data analysis. Purposive sampling was used to recruit potential participants, and a self-developed questionnaire was used for data collection. Data were analyzed using descriptive statistics and t-test for quantitative information, and content analysis for qualitative information. A total of 188 questionnaires from 19 institutions were completed. The scores of knowledge, attitudes and skills in assisting PWD with making AD were 33.9, 39.4 and 39.5, respectively. The nurses stated that the difficulties in assisting PWD with making AD were a lack of relevant expertise, understanding the AD, and that they were unsure of how to handle conflicting viewpoints within the family. More in-service training and online courses on dementia and AD were required, as well as the creation of health education pamphlets and patient decision aids to help PWD and their families make decisions about AD. The results of this study can serve as a reference for understanding the competencies, improvements, needed support and in-service education of nurses in an institutional setting to assist PWD with making AD. We recommend the promotion of AD through related leading associations and their institutions.
人们越来越多地认识到预先指示(AD)在痴呆症中,然而,他们的重要性和实际执行之间仍然存在差距。这强调需要加强医疗保健专业人员对痴呆症患者(PWD)的支持,以制定AD。本研究旨在探讨护理人员协助院舍残疾人士进行辅助护理的能力、困难及支持需求。这项混合方法的研究包括定量和定性数据分析。采用目的性抽样方法招募潜在参与者,采用自行编制的问卷进行数据收集。定量信息采用描述性统计和t检验,定性信息采用内容分析。共完成了来自19所院校的188份问卷。在协助残疾人士作出决策的知识、态度及技能得分分别为33.9分、39.4分及39.5分。护士表示,在协助残疾人士作出护理决定时,困难在于缺乏相关的专业知识、不了解护理计划,以及不知道如何处理家庭内部的意见冲突。需要更多关于痴呆症和阿尔茨海默病的在职培训和在线课程,以及编写健康教育小册子和患者决策辅助工具,以帮助残疾人及其家属对阿尔茨海默病作出决定。本研究结果可为了解护理机构护士的能力、改善、所需支持及在职教育,协助残疾人士作出护理决定提供参考。我们建议通过相关的主要协会及其机构来推广AD。
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引用次数: 0
The content analysis used in nursing research and the possibility of including artificial intelligence support: A methodological review 护理研究中使用的内容分析及包括人工智能支持的可能性:方法学回顾
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-04 DOI: 10.1016/j.apnr.2025.151919
Agnieszka Maj , Marta Makowska , Katarzyna Sacharczuk

Background

This article explores how AI supports nurses by employing content analysis for scientific nursing research.

Methods

A narrative literature review was conducted.

Results

The article summarizes the knowledge known about content analysis and outlines qualitative and quantitative content analysis concepts and simplifies the issues related to the coding process. It explains how to identify and assess quality during content analysis and gives examples of topics that can be investigated using it, especially in the field of nursing.

Conclusions

Knowledge of AI capabilities is needed to make positive use of it. These capabilities change very quickly and require constant knowledge updates. Legal and ethical regulations concerning the use of technology are still lacking, so AI outputs still require human verification of them.
本文探讨人工智能如何通过内容分析来支持护士进行科学的护理研究。方法采用叙事文献法。结果总结了内容分析的已知知识,概述了定性和定量的内容分析概念,简化了编码过程中的相关问题。它解释了如何在内容分析中识别和评估质量,并给出了可以使用它进行调查的主题示例,特别是在护理领域。结论要积极利用人工智能,需要了解人工智能的能力。这些功能变化非常快,需要不断更新知识。关于技术使用的法律和道德规范仍然缺乏,因此人工智能输出仍然需要人工验证。
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引用次数: 0
Use of multimedia shared decision-making aids (EATING program) for improving advance care planning engagement among community-dwelling older adults with chronic diseases: A cluster randomized controlled trial 使用多媒体共享决策辅助(进食计划)改善社区居住的老年慢性病患者的提前护理计划参与:一项随机对照试验
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-19 DOI: 10.1016/j.apnr.2025.151931
Lu-Yen Anny Chen PhD , Chu-Ying Huang RN, MSc , Yueh-Hsin Wang MD , Po-Chin Yang MD , Hsiao-Ting Chang MD, PhD , Ming-Hwai Lin MD, PhD , Tzu-Ting Huang PhD , Cheng-Pei Lin PhD

Background

Discussing advance care planning (ACP) preferences for nasogastric tube (NG) insertion remains challenging among older adults. Multimedia decision-making aids have demonstrated potential to enhance understanding and support informed decision-making.

Aim

To evaluate the effectiveness of the EATING program (multimedia decision-making aids + traditional educational module) compared to usual care (traditional educational module alone) in improving ACP readiness on NG insertion for community older adults with chronic illness.

Methods

A single blind, two-arm parallel cluster randomized controlled trial was conducted across four community villages in Northern Taiwan. Participants from two villages received the EATING program, while the other two villages received the usual care. Eligible criteria included community older adults aged ≥65 with at least one chronic disease who were able to provide informed consent. Exclusion criteria included hearing or visual impairments or a history of mental illness. Pre- and post-intervention outcomes, along with one-month follow-up data, were analyzed using descriptive statistics and generalized estimating equations.

Results

Both groups showed significant immediate improvements in knowledge (p < 0.001), belief/behavior (p < 0.001), decision confidence (p < 0.001), and readiness for ACP (p < 0.001). The experimental group showed greater improvement, particularly in emotional response and preferences (Z = -5.51, p < 0.001), observed only in this group. Sustained effect on knowledge (B = 35.029, p < 0.001), emotional response and preferences (B = 9.342, p < 0.001), refusal NG tube insertion (Z = -2.770, p = 0.006), and likelihood of signing official documents (p = 0.035) were observed after one month.

Conclusion

The study highlights the potential of multimedia program to enhance NG insertion discussions among community older adults. Further qualitative investigations and cultural adaptation are recommended.
背景:在老年人中讨论鼻胃管(NG)置入的预先护理计划(ACP)偏好仍然具有挑战性。多媒体决策辅助工具已显示出增强理解和支持知情决策的潜力。目的评价进食计划(多媒体决策辅助+传统教育模块)与常规护理(单独的传统教育模块)相比,在提高社区慢性病老年人植入术的ACP准备度方面的有效性。方法在台湾北部4个社区村进行单盲、双臂平行整群随机对照试验。来自两个村庄的参与者接受了饮食计划,而其他两个村庄的参与者接受了常规护理。入选标准包括年龄≥65岁且至少患有一种慢性疾病且能够提供知情同意的社区老年人。排除标准包括听力或视觉障碍或精神病史。使用描述性统计和广义估计方程对干预前后的结果以及一个月的随访数据进行分析。结果两组在知识方面均有显著的即时改善(p <;0.001),信念/行为(p <;0.001),决策置信度(p <;0.001), ACP准备情况(p <;0.001)。实验组表现出更大的改善,特别是在情绪反应和偏好方面(Z = -5.51, p <;0.001),仅在该组中观察到。对知识的持续影响(B = 35.029, p <;0.001)、情绪反应和偏好(B = 9.342, p <;0.001)、1个月后拒绝插入NG管(Z = -2.770, p = 0.006)、签署官方文件的可能性(p = 0.035)。结论本研究强调了多媒体节目在社区老年人中促进NG插入讨论的潜力。建议进一步进行定性调查和文化适应。
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引用次数: 0
Work-family balance mediates self-efficacy and subjective well-being among nurses in Chinese intensive care units: A cross-sectional study 工作家庭平衡对中国重症监护室护士自我效能感和主观幸福感的影响:一项横断面研究
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-22 DOI: 10.1016/j.apnr.2025.151932
Lating Zhang , Xianzhen Jin , Na Cheng , Ruhua Wang , Xinhui Liang , Haiyan Fan , Xue Jiang

Background

ICU nurses frequently confront lengthy working hours, elevated job intensity, heavy medical responsibilities, round-the-clock shifts, and a comparatively closed working environment. The high-risk, high-intensity, high-stress nature of the profession may prompt nurses to consider resignation, culminating in a significant shortage of nursing staff, adversely affecting the health and well-being of nurses. Necessitating a comprehensive investigation into the factors influencing their subjective well-being and the interrelations among these factors, thereby establishing a theoretical foundation for a more focused intervention program aimed at enhancing the subjective well-being of nurses.

Methods

This study employed a cross-sectional design in accordance with STROBE criteria. Two hundred forty-seven ICU nurses from four tertiary general hospitals were intentionally chosen to take an online survey. Metrics encompassed self-efficacy, work-family balance, and subjective well-being.

Results

The findings demonstrated that self-efficacy strongly influenced nurses' work-family balance and subjective well-being. The work-family balance served as a mediating factor in the association between self-efficacy and subjective well-being. Mediation analysis indicated a substantial overall influence of self-efficacy on subjective well-being (β = 0.758, p < 0.01). In addition, self-efficacy had a direct effect on subjective well-being (β = 0.575, p < 0. 01), on work-family balance (β = 0.458, p < 0. 01), and work-family balance had a direct effect on subjective well-being (β = 0.399, p < 0.01).

Conclusion

This study found that among nurses in ICU have moderate levels of self-efficacy and subjective well-being, which are positively correlated. This suggests that improving the self-efficacy and work-family balance of ICU nurses may help enhance their subjective well-being levels.
icu护士经常面临工作时间长、工作强度高、医疗责任重、24小时轮班和相对封闭的工作环境。这一职业的高风险、高强度、高压力的性质可能促使护士考虑辞职,最终导致护理人员严重短缺,对护士的健康和福祉产生不利影响。有必要对影响护士主观幸福感的因素及各因素之间的相互关系进行全面调查,从而为更有针对性地提高护士主观幸福感的干预方案奠定理论基础。方法采用STROBE标准的横断面设计。选择四所三级综合医院的247名ICU护士进行在线调查。衡量标准包括自我效能、工作与家庭平衡和主观幸福感。结果自我效能感对护士工作家庭平衡和主观幸福感有显著影响。工作家庭平衡在自我效能感与主观幸福感之间起中介作用。中介分析显示,自我效能感对主观幸福感有显著的整体影响(β = 0.758, p <;0.01)。此外,自我效能感对主观幸福感有直接影响(β = 0.575, p <;0. 01),工作家庭平衡(β = 0.458, p <;0. 01),工作家庭平衡对主观幸福感有直接影响(β = 0.399, p <;0.01)。结论ICU护士自我效能感与主观幸福感呈中等水平正相关。提示提高ICU护士的自我效能感和工作与家庭的平衡有助于提高其主观幸福感水平。
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引用次数: 0
Turnover intention, collaboration and competences of intensive care unit nurses: A descriptive correlational study icu护士离职意向、合作与能力的描述性相关研究
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-21 DOI: 10.1016/j.apnr.2025.151930
Miyase Avcı PhD , Ahmet Avcı PhD
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引用次数: 0
Experiences and support of Australian nurses who identify as a second victim: A mixed methods study 澳大利亚护士的经验和支持谁确定为第二受害者:一项混合方法研究
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-17 DOI: 10.1016/j.apnr.2025.151925
Monica Peddle , Madeline McPhillips , Rachel Cross , Lauren Zarb

Aims

In this study, researchers investigated experiences and key elements of effective support programs that promote recovery in nurses who identify as second victims in Australia.

Design

Sequential explanatory mixed methods investigated experiences of nurses who identify as second victims, including support received and any educational and training included.

Methods

Data were collected using survey and in-depth interviews. Survey data were analysed using descriptive and non-parametric testing and thematic analysis was used to analyse qualitative data.

Results

Forty-three nurses indicated involvement in a patient safety incident in the previous five years with 27 nurses completing the survey. Thirty-seven percent reported experiencing psychological distress and 33% physical symptoms. Only 4% reported experiencing weak colleague support while 22% reported poor supervisor and 56% poor organisational support. Qualitative data from seven interviews revealed five themes identified included the Education and training; Environment surrounding the event; Burden of reporting; a ‘You’ve just got to get on with it’ culture; and Ways to action positive change.

Conclusion

Empathy and support from trained peer support colleagues were key elements to recovery of nurses who identified as second victims. The role of culture, and family values and beliefs in support of second victims need further investigation. Support programs need to address, not only psychological consequences of a patient safety event on the nurse, but also physical ramifications. Support of supervisors and organisations following a patient safety event may facilitate retention of nurses. The role of education and training in support programs requires further investigation.
目的在这项研究中,研究人员调查了有效支持计划的经验和关键要素,这些计划促进了澳大利亚第二受害者护士的康复。设计顺序解释混合方法调查确定为第二受害者的护士的经历,包括获得的支持和任何教育和培训。方法采用问卷调查法和深度访谈法收集资料。使用描述性和非参数检验分析调查数据,并使用专题分析分析定性数据。结果43名护士表示在过去5年中参与过患者安全事件,其中27名护士完成了调查。37%的人报告有心理困扰,33%的人有身体症状。只有4%的人表示同事支持不足,22%的人表示上级支持不足,56%的人表示组织支持不足。七次访谈的定性数据揭示了确定的五个主题,包括教育和培训;活动周边环境;报告负担;a“你必须坚持下去”的文化;以及采取积极改变的方法。结论经培训的同伴支持同事的同情和支持是第二受害者护士康复的关键因素。文化、家庭价值观和信仰在支持第二受害者方面的作用需要进一步调查。支持项目不仅需要解决病人安全事件对护士的心理影响,还需要解决身体影响。在患者安全事件发生后,主管和组织的支持可能有助于留住护士。教育和培训在支持计划中的作用需要进一步调查。
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引用次数: 0
Development and usability evaluation of a nurse-led clinical decision support system (AI-AntiDelirium) for management of intensive care unit delirium: A mixed methods study 重症监护病房谵妄管理的护士主导临床决策支持系统(AI-AntiDelirium)的开发和可用性评估:一项混合方法研究
IF 2.7 4区 医学 Q1 NURSING Pub Date : 2025-04-01 Epub Date: 2025-02-04 DOI: 10.1016/j.apnr.2025.151921
Shan Zhang , Shu Ding , Wei Cui , Xiangyu Li , Jun Wei , Ying Wu

Background

Clinical decision support systems (CDSS) have been identified to aid clinical decision-making, but few studies focus on the application of CDSS in intensive care unit (ICU) delirium, and particularly usability testing is not employed. We aimed to develop and conduct usability testing of Artificial Intelligence Assisted Prevention and Management for Delirium (AI-AntiDelirium), a CDSS designed to identify delirium and modifiable risk factors and prevent and manage delirium in the ICU.

Methods

Between January and April 2021, a cross-sectional study including 117 ICU nurses recruited for usability testing from four ICUs in two university-affiliated hospitals was conducted. The development of AI-AntiDelirium included needs assessment, function design, iterative design, agile development, and usability testing using the Delirium System Usability Evaluation Scale (Delirium-SUES).

Results

Based on the needs assessment, AI-AntiDelirium was developed to contain four main modules—delirium assessment tools, risk-factor assessment, nursing care plan, and care activity list—and was designed to provide individualized interventions based on patient risk factors. The mean Delirium-SUES score was 184.64 (full score: 210), indicating that AI-AntiDelirium was acceptable in terms of usefulness, ease of use, attitude, use tendency, and long-term effects.

Conclusions

Our study developed AI-AntiDelirium, a CDSS perceived as useful and easy to use. Incorporating usability evaluation when designing AI-AntiDelirium may be effective in and enhancing clinical staff use.
临床决策支持系统(CDSS)已被确定用于辅助临床决策,但很少有研究关注CDSS在重症监护病房(ICU)谵妄中的应用,特别是没有使用可用性测试。我们的目标是开发并进行人工智能辅助预防和管理谵妄(AI-AntiDelirium)的可用性测试,这是一个CDSS,旨在识别谵妄和可改变的风险因素,并预防和管理ICU中的谵妄。方法于2021年1月至4月,从两所大学附属医院的4个ICU中招募117名ICU护士进行可用性测试。AI-AntiDelirium的开发包括需求评估、功能设计、迭代设计、敏捷开发和使用Delirium系统可用性评估量表(Delirium- sues)进行可用性测试。结果基于需求评估,AI-AntiDelirium包含谵妄评估工具、风险因素评估、护理计划和护理活动清单四个主要模块,旨在根据患者的风险因素提供个性化干预。平均Delirium-SUES评分为184.64分(满分:210分),表明AI-AntiDelirium在有用性、易用性、态度、使用倾向和长期效果方面是可以接受的。结论本研究开发了AI-AntiDelirium,这是一种实用且易于使用的CDSS。在设计AI-AntiDelirium时纳入可用性评估可能会有效提高临床工作人员的使用。
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Applied Nursing Research
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