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Effect of Digital Tools on the Knowledge and Performance of Frontline Health Workers For Diabetes Control in Myanmar: Cost-Effective Analysis and Quasi Experimental Study. 数字工具对缅甸糖尿病控制一线卫生工作者的知识和绩效的影响:成本效益分析和准实验研究
IF 4 Pub Date : 2025-06-16 DOI: 10.2196/72230
Kyi Thar, Sathirakorn Pongpanich, Min Nwe Tun

Background: Diabetes has become a significant global health issue, particularly imposing a deep economic burden on low-income countries. Innovative and integrated digital solutions can reduce the impact of diabetes and enhance the quality of care. However, digital solutions have not been utilized before in Myanmar.

Objective: This study aimed to demonstrate the novel integrated effect of diabetes knowledge and registry tools on the performance of front-line health workers in primary health care settings.

Methods: A quasi-experimental study with an intervention and a control group was conducted in two townships from October 2022 to April 2023. For the first time, researchers trained the intervention group to use digital tools for diabetes control and performed monthly follow-ups. The study employed multiple linear regression models to explore the novel impact of digital tools on knowledge and performance scores, their correlations, and their association with covariates. Additionally, it assessed the cost-effectiveness of the intervention by using self-administered questionnaires as measurement tools formulated based on the National Diabetes Guidelines.

Results: A total of 96 participants were enrolled in the study, divided evenly into the two groups. The intervention group exhibited a significant increase in the mean knowledge scores from 85.81 to 99.25 (P<.001) and performance scores from 71.22 to 107.16 (P<.001). The intervention accounted for 43.2% of the variance in knowledge scores and 62.5% in performance scores (P<.001). A positive correlation was found between knowledge and performance scores (r=0.45, P<.001). The intervention was also cost-effective, with a cost-effectiveness analysis value of 0.711 and an incremental cost-effectiveness ratio of 10127.04 Kyats (US$ 4.83).

Conclusions: As the new integrated intervention yields significant economic gains and positive effects, researchers suggest policy makers replicate this intervention as a nationwide program and recommend scaling up the use of digital tools to improve knowledge and performance for diabetes control in frontline health workers.

背景:糖尿病已成为一个重大的全球健康问题,尤其给低收入国家造成了沉重的经济负担。创新的综合数字解决方案可以减少糖尿病的影响,提高护理质量。然而,缅甸以前从未使用过数字解决方案。目的:本研究旨在证明糖尿病知识和登记工具对初级卫生保健机构一线卫生工作者绩效的新型综合影响。方法:于2022年10月至2023年4月在两个乡镇进行准实验研究,采用干预组和对照组。研究人员首次训练干预组使用数字工具控制糖尿病,并进行每月随访。本研究采用多元线性回归模型来探讨数字工具对知识和表现分数的新影响、它们之间的相关性以及它们与协变量的关联。此外,它通过使用基于国家糖尿病指南制定的自我管理问卷作为测量工具来评估干预的成本效益。结果:96名参与者被纳入研究,平均分为两组。干预组的平均知识得分从85.81显著提高到99.25。结论:由于新的综合干预产生了显著的经济收益和积极效果,研究人员建议政策制定者将这种干预推广到全国范围内,并建议扩大使用数字工具来提高一线卫生工作者糖尿病控制的知识和绩效。
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引用次数: 0
Analysis of Risk Factors and Nursing Strategies for Unplanned Extubation in Children: Retrospective Cohort Study. 儿童意外拔管的危险因素分析及护理策略:回顾性队列研究。
IF 4 Pub Date : 2025-06-10 DOI: 10.2196/71307
Xuefeng Han, Hairong Liu, Tingchong Zhang, Guangxin Fan

Background: Unplanned extubation (UEX) is a critical indicator of nursing care quality. Existing research primarily focuses on pediatric intensive care units (PICUs), with limited data available from general pediatric surgery. Currently, most studies on this topic are mainly focused on PICUs, and there is a lack of research data regarding general pediatric surgery. Therefore, further research should be conducted based on this consideration.

Objective: This study aimed to analyze the high-risk factors for UEX in children and implement appropriate nursing strategies to reduce its incidence, ensuring clinical safety of pediatric patients.

Methods: A retrospective study (January 2018 - December 2023) included pediatric patients with indwelling catheters in general surgery. Exclusion criteria included mental disorders or abnormal Glasgow Coma Scale scores. Data on catheter days, UEX incidents, and risk factors were analyzed.

Results: A total of 1977 catheter days were recorded during the perioperative period, comprising 1079 days with urinary catheters, 768 days with postoperative wound drainage tubes, 68 days with gastric tubes, 46 days with peripheral central venous catheters, and 8 days with central venous catheters. During this period, 13 incidents of UEX occurred, yielding an overall UEX rate of 6.58 per 1000 catheter days. Urinary catheters accounted for the highest proportion of UEX incidents (8/13, 61.5%), followed by gastric tubes (3/13, 21.3%) and postoperative wound drainage tubes (2/13, 15.4%). The reintubation rate following UEX was 15.38% (2/13). Further analysis identified significant risk factors associated with UEX: (1) patient characteristics: age ≤3 years (8/13, 61.5%) and male sex (10/13, 76.9%); (2) clinical management: absence of physical restraints (10/13, 76.9%); and (3) temporal factors: incidents occurring during holidays (9/13, 69.2%). Multivariate analysis revealed that UEX risk was influenced by inter-related factors, including pediatric physiological characteristics (eg, limited self-regulation capacity), suboptimal catheter fixation methods, positional discomfort during patient movement, and variations in nursing interventions (eg, frequency of rounds and caregiver education).

Conclusions: Unplanned extubation in pediatric inpatients represents a critical clinical complication that may compromise treatment efficacy and prolong hospitalization. Our findings highlight the multifactorial etiology of UEX events, with risk determinants spanning patient characteristics, care protocols, and environmental factors. To mitigate these risks, we propose implementing evidence-based multidisciplinary preventive strategies, including standardized risk assessment protocols for high-risk subgroups (eg, male patients aged ≤3 years), enhanced staff training on age-appropriate restraint techniques and securement device utilization

背景:非计划拔管(UEX)是衡量护理质量的重要指标。现有的研究主要集中在儿科重症监护病房(picu),从普通儿科外科获得的数据有限。目前关于这一课题的研究多集中在picu上,缺乏普通儿科外科的研究资料。因此,需要在此基础上进行进一步的研究。目的:本研究旨在分析儿童UEX的高危因素,并采取相应的护理策略,降低其发生率,确保儿科患者的临床安全。方法:回顾性研究(2018年1月至2023年12月),纳入普通外科留置导管的儿科患者。排除标准包括精神障碍或格拉斯哥昏迷评分异常。分析了导管天数、UEX事件和危险因素的数据。结果:围手术期共使用导管1977天,其中导尿管1079天,术后创面引流管768天,胃管68天,外周中心静脉置管46天,中心静脉置管8天。在此期间,发生了13起UEX事件,总UEX率为6.58 / 1000导管天。UEX发生率最高的是导尿管(8/13,61.5%),其次是胃管(3/13,21.3%)和术后伤口引流管(2/13,15.4%)。UEX术后再插管率为15.38%(2/13)。进一步分析确定了与UEX相关的重要危险因素:(1)患者特征:年龄≤3岁(8/13,61.5%)和男性(10/13,76.9%);(2)临床处理:无肢体约束(10/13,76.9%);(3)时间因素:假期发生的事件(9/13,69.2%)。多因素分析显示,UEX风险受儿童生理特征(如自我调节能力有限)、不理想的置管方法、患者运动时体位不适以及护理干预措施的变化(如查房频率和护理人员教育)等相互关联的因素影响。结论:儿科住院患者意外拔管是一种严重的临床并发症,可能影响治疗效果并延长住院时间。我们的研究结果强调了UEX事件的多因素病因学,其风险决定因素跨越患者特征、护理方案和环境因素。为了降低这些风险,我们建议实施以证据为基础的多学科预防策略,包括对高风险亚群(如≤3岁的男性患者)的标准化风险评估方案,加强对工作人员的适龄约束技术和安全装置的使用培训,以及在风险高峰时期(如假期或体位变化)动态调整护理监测频率。根据基准研究,这种系统的方法显示出将uex相关不良事件减少42%-68%的潜力,最终提高儿科护理质量。
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引用次数: 0
Nursing and Continuing Care Management Work Plan for People Living With COVID-19: Case Study of the Nakhon Pathom Province. COVID-19感染者护理和持续护理管理工作计划:以云南省为例
Pub Date : 2025-05-29 DOI: 10.2196/65310
Hathaichanok Buajaroen, Darin Photangtham, Wariya Chankham, Paisan Simalaotao, Ubonrat Sirisukpoca, Monchai Kongkamsook, Pantip Timtab, Tapanee Suasangei

Background: Patients with post-COVID-19 continue to experience lingering physical and psychological symptoms, requiring coordinated and continuous care. Addressing these needs is essential, especially in resource-limited settings.

Objective: The objectives of this paper are to study the issues and needs, as well as the nursing and continuous care systems for residents living with COVID-19, to design and develop a database system, develop continuous care guidelines, and evaluate the effectiveness of the database system for continuous monitoring and care for residents living with COVID-19 in Nakhon Pathom Province, Thailand.

Methods: Participatory action research was used to engage stakeholders and guide the development process.

Results: A total of 375 patients and family members affected by post-COVID-19 symptoms reported that symptoms persisted for approximately 6 months, with common symptoms including persistent cough and easy fatigue. These patients experienced reduced access to health care services, relying mainly on symptomatic treatment at local facilities and using telehealth nursing systems. They expressed a need for continuous care support from 50 professional nurses and village health volunteers. As a result, health care guidelines for post-COVID recovery were developed, comprising 5 core components: (1) self-care through digital information retrieval, (2) care via telehealth nursing systems, (3) physical health care services postrecovery, (4) mental health services postrecovery, and (5) continuous care for referral in case of postrecovery incidents. These guidelines were used to design a database system for continuous monitoring and care, which was evaluated as highly effective (mean 4.51, SD 0.59).

Conclusions: This research highlights the critical need for a proactive and comprehensive approach to managing post-COVID-19 care in Nakhon Pathom Province. By developing and implementing a database system for continuous monitoring and care, along with clear guidelines, the study effectively addresses the ongoing needs of individuals recovering from COVID-19. The integration of technology, along with continuous care provided by professional nurses and village health volunteers, has been shown to be highly effective in improving the quality of care. The findings suggest that adopting these strategies, along with implementing supportive policies on data management and communication systems focused on home visits, will significantly enhance health service management and better prepare the region for future public health challenges.

背景:新冠肺炎后患者的身心症状持续存在,需要协调和持续的护理。解决这些需求至关重要,特别是在资源有限的情况下。目的:研究泰国那空府新型冠状病毒感染居民的问题和需求,以及护理和持续护理系统,设计和开发数据库系统,制定持续护理指南,并评估数据库系统对泰国那空府新型冠状病毒感染居民持续监测和护理的有效性。方法:采用参与式行动研究来吸引利益相关者并指导开发过程。结果:375例新冠肺炎后症状患者及家属报告症状持续约6个月,常见症状为持续咳嗽、易疲劳。这些患者获得卫生保健服务的机会减少,主要依靠当地设施的对症治疗和使用远程卫生护理系统。他们表示需要50名专业护士和村卫生志愿人员的持续护理支持。因此,制定了covid - 19后康复卫生保健指南,其中包括5个核心部分:(1)通过数字信息检索进行自我护理,(2)通过远程医疗护理系统进行护理,(3)康复后身体卫生保健服务,(4)康复后精神卫生服务,以及(5)在康复后事件发生时提供转诊的持续护理。使用这些指南设计了一个数据库系统,用于持续监测和护理,该系统被评价为非常有效(平均值4.51,标准差0.59)。结论:本研究突出表明,迫切需要采取积极和全面的方法来管理呵贡省的covid -19后护理。通过开发和实施持续监测和护理数据库系统,以及明确的指导方针,该研究有效地解决了COVID-19康复个体的持续需求。技术与专业护士和乡村保健志愿人员提供的持续护理相结合,已被证明在提高护理质量方面非常有效。研究结果表明,采用这些战略,以及实施以家访为重点的数据管理和通信系统的支持性政策,将显著加强卫生服务管理,并使该地区更好地应对未来的公共卫生挑战。
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引用次数: 0
Fear of Missing Out, Social Media Addiction, and Personality Traits Among Nursing Students: Cross-Sectional Study. 对错过的恐惧、社交媒体成瘾和护理学生的人格特征:横断面研究。
Pub Date : 2025-05-29 DOI: 10.2196/71502
Amira Alshowkan, Emad Shdaifat

Background: The growing use of social media has created concerns about addiction, and thus, it is necessary to explore how personality traits and fear of missing out (FOMO) can be utilized to predict social media addiction (SMA).

Objectives: The purpose of this study was to investigate the connection between personality traits, FOMO, and SMA in university students in Saudi Arabia.

Methods: In this cross-sectional study, data were collected from nursing students using the shortened version of the big five inventory, fear of missing out scale, and SMA scale from May to September 2024.

Results: The study achieved a response rate of 66.7% (414/620), finally including a total of 411 participants. The majority of participants (247/411, 60.1%) had low FOMO scores, while SMA scores showed a different pattern, with a larger proportion (261/411, 63.5%) of participants scoring in the moderate range. In terms of gender differences, male participants exhibited higher levels of FOMO (t=3.86, P<.001) and SMA (t=2.51, P=.013) compared to female participants. Additionally, male participants scored higher in neuroticism (t=3.30, P=.001) and openness (t=1.98, P=.048). Regression analysis revealed that both conscientiousness (β=.357, P<.01) and FOMO (β=.213, P<.01) positively predicted SMA, while neuroticism (β=-.223, P<.01) and being female (β=-.098, P<.05) were associated with lower levels of addiction. The resulting model accounted for 35.8% of the variance.

Conclusions: The study provides evidence that conscientiousness and FOMO are positive predictors of SMA, while neuroticism is negatively correlated with it. Moreover, male participants exhibited higher levels of both FOMO and SMA in comparison to female participants. These findings emphasize the impact of personality traits and FOMO on SMA among university students.

背景:越来越多的社交媒体的使用引起了对成瘾的关注,因此,有必要探索如何利用人格特征和错失恐惧(FOMO)来预测社交媒体成瘾(SMA)。目的:本研究旨在探讨沙特阿拉伯大学生人格特质、FOMO和SMA之间的关系。方法:采用横断面研究方法,采用缩短版大五量表、错过恐惧量表和SMA量表,于2024年5 - 9月对护生进行问卷调查。结果:本次研究的应答率为66.7%(414/620),最终共纳入411名参与者。大多数参与者(247/411,60.1%)的FOMO得分较低,而SMA得分表现出不同的模式,更大比例(261/411,63.5%)的参与者得分在中等范围。在性别差异方面,男性表现出更高的FOMO水平(t=3.86, p)。结论:尽责性和FOMO是SMA的正向预测因子,而神经质与SMA呈负相关。此外,男性参与者比女性参与者表现出更高的FOMO和SMA水平。这些发现强调了人格特质和FOMO对大学生SMA的影响。
{"title":"Fear of Missing Out, Social Media Addiction, and Personality Traits Among Nursing Students: Cross-Sectional Study.","authors":"Amira Alshowkan, Emad Shdaifat","doi":"10.2196/71502","DOIUrl":"10.2196/71502","url":null,"abstract":"<p><strong>Background: </strong>The growing use of social media has created concerns about addiction, and thus, it is necessary to explore how personality traits and fear of missing out (FOMO) can be utilized to predict social media addiction (SMA).</p><p><strong>Objectives: </strong>The purpose of this study was to investigate the connection between personality traits, FOMO, and SMA in university students in Saudi Arabia.</p><p><strong>Methods: </strong>In this cross-sectional study, data were collected from nursing students using the shortened version of the big five inventory, fear of missing out scale, and SMA scale from May to September 2024.</p><p><strong>Results: </strong>The study achieved a response rate of 66.7% (414/620), finally including a total of 411 participants. The majority of participants (247/411, 60.1%) had low FOMO scores, while SMA scores showed a different pattern, with a larger proportion (261/411, 63.5%) of participants scoring in the moderate range. In terms of gender differences, male participants exhibited higher levels of FOMO (t=3.86, P<.001) and SMA (t=2.51, P=.013) compared to female participants. Additionally, male participants scored higher in neuroticism (t=3.30, P=.001) and openness (t=1.98, P=.048). Regression analysis revealed that both conscientiousness (β=.357, P<.01) and FOMO (β=.213, P<.01) positively predicted SMA, while neuroticism (β=-.223, P<.01) and being female (β=-.098, P<.05) were associated with lower levels of addiction. The resulting model accounted for 35.8% of the variance.</p><p><strong>Conclusions: </strong>The study provides evidence that conscientiousness and FOMO are positive predictors of SMA, while neuroticism is negatively correlated with it. Moreover, male participants exhibited higher levels of both FOMO and SMA in comparison to female participants. These findings emphasize the impact of personality traits and FOMO on SMA among university students.</p>","PeriodicalId":73556,"journal":{"name":"JMIR nursing","volume":"8 ","pages":"e71502"},"PeriodicalIF":0.0,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12140501/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144180298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The effectiveness of m-learning in knowledge retention of nurses' lifelong learning: quasi-experimental study. 移动学习对护士终身学习知识保留的有效性:准实验研究。
Pub Date : 2025-05-18 DOI: 10.2196/72957
Daniel José Cunha, Paulo Machado, José Miguel Padilha

Background: The current Information and Communication Technologies, digital literacy, and ease of access to communication and information devices by nurses provide them with new ways and intention to access information for technical-scientific updating, ensuring the quality and safety of health care. M-learning offers a flexible and accessible alternative for continuing professional education, overcoming barriers such as time constraints and financial burden.

Objective: To evaluate the effectiveness of m-learning in nurses' knowledge retention of Chronic Obstructive Pulmonary Disease self-management, using a Massive Open Online Course with integrated virtual clinical simulation.

Methods: A quasi-experimental pre- and post-test study was conducted, with no control group, with 168 nurses from a Portuguese hospital. The intervention included an asynchronous online course with 13 modules. Knowledge retention was assessed by comparing the mean scores before and after the course.

Results: The results indicated a significant increase in knowledge retention. The participants' average score increased from 59.97% in the initial assessment to 84.05% in the final assessment (p<.001). Nurses with a master's degree exhibited a higher level of basic knowledge than those with a bachelor's degree. The course completion rate was 93.45%, reflecting significant engagement attributed to gamification and clinically relevant content.

Conclusions: M-learning is useful in nurses' lifelong learning, offering flexibility and more effective support for clinical practice. Integrating virtual simulation and gamification boosted motivation and reduced drop-out rates, highlighting the potential of m-learning in lifelong learning in healthcare. This study confirms the effectiveness of m-learning in improving knowledge retention in nursing. This strategy is a valuable approach to lifelong learning, promoting quality and safety in delivering healthcare.

Clinicaltrial:

背景:当前的信息通信技术、数字素养、通信信息设备的便利性为护士获取信息提供了新的途径和意愿,以实现技术科学更新,确保医疗质量和安全。移动学习为继续专业教育提供了一种灵活、便捷的选择,克服了时间限制和经济负担等障碍。目的:评价移动学习对慢性阻塞性肺疾病护士自我管理知识保留的效果,采用大规模在线开放课程,整合虚拟临床模拟。方法:对葡萄牙某医院168名护士进行准实验前、后测试研究,不设对照组。干预包括一个有13个模块的异步在线课程。通过比较课程前后的平均分来评估知识保留情况。结果:实验结果表明,学生的知识记忆能力有显著提高。参与者的平均得分从初始评估的59.97%上升到最终评估的84.05%。结论:移动学习有助于护士的终身学习,为临床实践提供灵活性和更有效的支持。虚拟模拟和游戏化的整合提高了积极性,降低了辍学率,突出了移动学习在医疗保健终身学习中的潜力。本研究证实了移动学习在提高护理知识保留方面的有效性。这一战略是促进终身学习、提高医疗保健质量和安全性的宝贵方法。临床试验:
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引用次数: 0
2024: A Year of Nursing Informatics Research in Review. 2024:护理信息学研究回顾一年。
Pub Date : 2025-05-07 DOI: 10.2196/74345
Elizabeth Borycki

Unlabelled: Each year, nursing informatics researchers contribute to nursing and health informatics knowledge. The year 2024 emerged as yet another year of significant advances. In this editorial, I describe and highlight some of the key trends in nursing informatics research as published in JMIR Nursing in 2024. Artificial intelligence (AI), data science, mobile health (mHealth), and the integration of technology into nursing education and practice remain key research themes in the literature. Nursing informatics publications continue to grow in number. A greater number of AI and data science articles are being published, while at the same time, mHealth and technology research continues to be conducted in nursing education and practice contexts.

未标记:每年,护理信息学研究人员为护理和健康信息学知识做出贡献。2024年是又一个取得重大进展的年份。在这篇社论中,我描述并强调了2024年在JMIR护理学上发表的护理信息学研究的一些关键趋势。人工智能(AI)、数据科学、移动健康(mHealth)以及将技术融入护理教育和实践仍然是文献中的关键研究主题。护理信息学出版物的数量继续增长。越来越多的人工智能和数据科学文章正在发表,与此同时,移动健康和技术研究继续在护理教育和实践背景下进行。
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引用次数: 0
Detecting Older Adults' Behavior Changes During Adverse External Events Using Ambient Sensing: Longitudinal Observational Study. 利用环境感应检测老年人在不良外部事件中的行为变化:纵向观察研究。
Pub Date : 2025-05-01 DOI: 10.2196/69052
Roschelle Fritz, Diane Cook

Background: Older adults manage multiple impacts on health, including chronic conditions and adverse external events. Smart homes are positioned to have a positive impact on older adults' health by (1) allowing new understandings of behavior change so risks associated with external events can be assessed, (2) quantifying the impact of social determinants on health, and (3) designing interventions that respond appropriately to detected behavior changes. Information derived from smart home sensors can provide objective data about behavior changes to support a learning health care system. In this paper, we introduce a smart home capable of detecting behavior changes that occur during adverse external events like pandemics and wildfires.

Objective: Examine digital markers collected before and during 2 events (the COVID-19 pandemic and wildfires) to determine whether clinically relevant behavior changes can be observed and targeted upstream interventions suggested.

Methods: Secondary analysis of historic ambient sensor data collected on 39 adults managing one or more chronic conditions was performed. Interrupted time series analysis was used to extract behavior markers related to external events. Comparisons were made to examine differences between exposures using machine learning classifiers.

Results: Behavior changes were detected for 2 adverse external events (the COVID-19 pandemic and wildfire smoke) initially and over time. However, the direction and magnitude of change differed between participants and events. Significant pandemic-related behavior changes ranked by impact included a decrease in time (3.8 hours/day) spent out of home, an increase in restless sleep (946.74%), and a decrease in indoor activity (38.89%). Although participants exhibited less restless sleep during exposure to wildfire smoke (120%), they also decreased their indoor activity (114.29%). Sleep duration trended downward during the pandemic shutdown. Time out of home and sleep duration gradually decreased while exposed to wildfire smoke. Behavior trends differed across exposures. In total, two key discoveries were made: (1) using retrospective analysis, the smart home was capable of detecting behavior changes related to 2 external events; and (2) older adults' sleep efficiency, time out of home, and overall activity levels changed while experiencing external events. These behavior markers can inform future sensor-based monitoring research and clinical application.

Conclusions: Sensor-based findings could support individualized interventions aimed at sustaining the health of older adults during events like pandemics and wildfires. Creating care plans that directly respond to sensor-derived health information, like adding guided indoor exercise, web-based socialization sessions, and mental health-promoting activities, would have practical impacts on wellness. The sm

背景:老年人管理对健康的多重影响,包括慢性病和不良外部事件。智能家居的定位是通过以下方式对老年人的健康产生积极影响:(1)允许对行为变化有新的理解,从而可以评估与外部事件相关的风险;(2)量化社会决定因素对健康的影响;(3)设计对检测到的行为变化作出适当反应的干预措施。来自智能家居传感器的信息可以提供有关行为变化的客观数据,以支持学习型医疗保健系统。在本文中,我们介绍了一种智能家居,能够检测在诸如流行病和野火等不利外部事件中发生的行为变化。目的:检查在2个事件(COVID-19大流行和野火)之前和期间收集的数字标记物,以确定是否可以观察到临床相关的行为变化,并建议有针对性的上游干预措施。方法:对39名患有一种或多种慢性疾病的成年人收集的历史环境传感器数据进行二次分析。使用中断时间序列分析提取与外部事件相关的行为标记。使用机器学习分类器进行比较以检查暴露之间的差异。结果:最初和随着时间的推移,在2个不良外部事件(COVID-19大流行和野火烟雾)中检测到行为变化。然而,变化的方向和幅度在参与者和事件之间有所不同。按影响排序的与大流行相关的重大行为变化包括:外出时间减少(每天3.8小时)、不安分睡眠增加(946.74%)、室内活动减少(38.89%)。尽管参与者在暴露于野火烟雾期间表现出较少的不安睡眠(120%),但他们也减少了室内活动(114.29%)。在大流行期间,睡眠时间呈下降趋势。暴露在野火烟雾中,外出时间和睡眠时间逐渐减少。不同暴露的行为趋势不同。总的来说,有两个关键发现:(1)通过回顾性分析,智能家居能够检测与2个外部事件相关的行为变化;(2)老年人的睡眠效率、外出时间和整体活动水平在经历外部事件时发生了变化。这些行为标记可以为未来基于传感器的监测研究和临床应用提供信息。结论:基于传感器的研究结果可以支持个性化干预措施,旨在在流行病和野火等事件中维持老年人的健康。创建直接响应传感器衍生的健康信息的护理计划,如添加有指导的室内运动,基于网络的社交会议和心理健康促进活动,将对健康产生实际影响。智能家居的新颖、基于证据的信息可以为慢性病的未来管理提供信息,使护士能够了解患者在护理点之间的健康相关行为,从而及时、个性化的干预成为可能。
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引用次数: 0
Evaluating Nurses' Perceptions of Documentation in the Electronic Health Record: Multimethod Analysis. 评估护士对电子健康档案文件的认知:多方法分析。
Pub Date : 2025-04-28 DOI: 10.2196/69651
Deborah Jacques, John Will, Denise Dauterman, Kathleen Evanovich Zavotsky, Barbara Delmore, Glenn Robert Doty, Kerry O'Brien, Lisa Groom

Background: Nurses are one of the largest user groups of the electronic health record (EHR) system, relying on its tools to support patient care and nursing workflows. Recent studies suggested that the redesign of nursing documentation may reduce the time spent in the EHR system and improve nurse satisfaction.

Objective: We aimed to assess nurses' perceptions of the redesigned EHR, evaluate the impact of documentation interventions, and identify future improvement needs.

Methods: Guided by the American Nursing Informatics Association's Six Domains of Burden conceptual framework, this multimethod project combined both qualitative and quantitative approaches. Registered nurses across the academic health system were recruited via email invitations to participate in focus group discussions. The focus groups were conducted via a web conference and ranged from 60 to 90 minutes in duration. The focus group discussions were transcribed and analyzed through thematic analysis. The EHR vendor's time data were used to analyze nurses' time spent in documentation.

Results: In total, 20 registered nurses participated in the focus group discussions, and 17 nurses completed the demographic survey; 88% (15/17) of participants had ≥3 years of EHR experience at the academic health system, and 53% (9/17) self-reported being competent in the EHR system. The following six themes emerged: positive feedback, usability and workflow opportunities, nuisance, training and education, communication, and time spent in the system. EHR vendor time data revealed that the time spent in flowsheets averaged 31.11% per 12-hour shift.

Conclusions: Overall, participants reported a positive experience and that the EHR supported patient care. There are opportunities to further reduce redundancies in documentation and implement programs that support continuous learning about EHR and health technology tools. Specific suggestions include optimizing the oral health assessment tool. Analyzing frontline nursing perspectives in the redesign of EHR workflows is imperative for identifying interventions that support nurses' satisfaction with the EHR.

背景:护士是电子健康记录(EHR)系统最大的用户群体之一,依靠其工具来支持患者护理和护理工作流程。最近的研究表明,重新设计护理文件可以减少在电子病历系统中花费的时间,提高护士的满意度。目的:我们旨在评估护士对重新设计的电子病历的看法,评估文件干预的影响,并确定未来的改进需求。方法:在美国护理信息学协会的六个负担领域概念框架的指导下,这个多方法项目结合了定性和定量方法。通过电子邮件邀请整个学术卫生系统的注册护士参加焦点小组讨论。焦点小组通过网络会议进行,持续时间从60到90分钟不等。通过专题分析对焦点小组讨论进行记录和分析。EHR供应商的时间数据被用来分析护士花在文件上的时间。结果:共有20名注册护士参加了焦点小组讨论,17名护士完成了人口统计调查;88%(15/17)的参与者在学术卫生系统有3年以上的电子病历工作经验,53%(9/17)的参与者自我报告能够胜任电子病历系统。以下六个主题出现了:积极的反馈,可用性和工作流机会,麻烦,培训和教育,沟通,以及花在系统上的时间。EHR供应商的时间数据显示,每12小时轮班,在流程表上花费的时间平均为31.11%。结论:总体而言,参与者报告了积极的体验,并且电子病历支持了患者护理。有机会进一步减少文件冗余,并实施支持持续学习电子病历和卫生技术工具的计划。具体建议包括优化口腔健康评估工具。在重新设计电子病历工作流程时,分析一线护理观点对于确定支持护士对电子病历满意度的干预措施是必不可少的。
{"title":"Evaluating Nurses' Perceptions of Documentation in the Electronic Health Record: Multimethod Analysis.","authors":"Deborah Jacques, John Will, Denise Dauterman, Kathleen Evanovich Zavotsky, Barbara Delmore, Glenn Robert Doty, Kerry O'Brien, Lisa Groom","doi":"10.2196/69651","DOIUrl":"https://doi.org/10.2196/69651","url":null,"abstract":"<p><strong>Background: </strong>Nurses are one of the largest user groups of the electronic health record (EHR) system, relying on its tools to support patient care and nursing workflows. Recent studies suggested that the redesign of nursing documentation may reduce the time spent in the EHR system and improve nurse satisfaction.</p><p><strong>Objective: </strong>We aimed to assess nurses' perceptions of the redesigned EHR, evaluate the impact of documentation interventions, and identify future improvement needs.</p><p><strong>Methods: </strong>Guided by the American Nursing Informatics Association's Six Domains of Burden conceptual framework, this multimethod project combined both qualitative and quantitative approaches. Registered nurses across the academic health system were recruited via email invitations to participate in focus group discussions. The focus groups were conducted via a web conference and ranged from 60 to 90 minutes in duration. The focus group discussions were transcribed and analyzed through thematic analysis. The EHR vendor's time data were used to analyze nurses' time spent in documentation.</p><p><strong>Results: </strong>In total, 20 registered nurses participated in the focus group discussions, and 17 nurses completed the demographic survey; 88% (15/17) of participants had ≥3 years of EHR experience at the academic health system, and 53% (9/17) self-reported being competent in the EHR system. The following six themes emerged: positive feedback, usability and workflow opportunities, nuisance, training and education, communication, and time spent in the system. EHR vendor time data revealed that the time spent in flowsheets averaged 31.11% per 12-hour shift.</p><p><strong>Conclusions: </strong>Overall, participants reported a positive experience and that the EHR supported patient care. There are opportunities to further reduce redundancies in documentation and implement programs that support continuous learning about EHR and health technology tools. Specific suggestions include optimizing the oral health assessment tool. Analyzing frontline nursing perspectives in the redesign of EHR workflows is imperative for identifying interventions that support nurses' satisfaction with the EHR.</p>","PeriodicalId":73556,"journal":{"name":"JMIR nursing","volume":"8 ","pages":"e69651"},"PeriodicalIF":0.0,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12052386/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144048011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unplanned Extubation in children Analysis of Risk Factors and Nursing Strategies. 儿童意外拔管的危险因素分析及护理策略。
Pub Date : 2025-04-23 DOI: 10.2196/71307
Xuefeng Han, Tingchong Zhang, Tingchong Zhang, Hairong Liu, Guangxin Fan
<p><strong>Background: </strong>Background: Unplanned Extubation(UEX) is a critical indicator of nursing quality.Existing research primarily focuses on pediatric intensive care units (PICUs),with limited data from general pediatric surgery.Currently, research on this project is mainly focused on pediatric intensive care units, and there is a lack of general surgical research data. Therefore, project research should be conducted based on this characteristic.</p><p><strong>Objective: </strong>Objective: To analyze the high-risk factors for unplanned extubation in children and implement appropriate nursing strategies to reduce its incidence. ensuring clinical safety of pediatric patients.</p><p><strong>Methods: </strong>Methods: A retrospective study included pediatric patients(January 2018-December 2023)with indwelling catheters in general surgery.Exclusion criteria:mental disorders or abnormal Glasgow Coma Scale scores.Data on catheter days,UEX incidents,and risk factors were analyzed.</p><p><strong>Results: </strong>Results:A total of 1,977 catheter days were recorded during the perioperative period, comprising 1,079 days with urinary catheters, 768 days with postoperative wound drainage tubes, 68 days with gastric tubes, 46 days with peripheral central venous catheters (PCVCs), and 8 days with central venous catheters (CVCs). Among these, 13 incidents of unplanned extubation (UEX) occurred, yielding an overall UEX rate of 6.58 per 1,000 catheter days. Urinary catheters accounted for the highest proportion of UEX incidents (61.5%, 8/13), followed by gastric tubes (23.1%, 3/13) and postoperative wound drainage tubes (15.4%, 2/13). The reintubation rate following UEX was 15.38% (2/13). Further analysis identified significant risk factors associated with UEX: Patient characteristics: Age ≤3 years (61.5%, 8/13) and male gender (76.9%, 10/13) Clinical management: Absence of physical restraints (76.9%, 10/13) Temporal factors: Incidents occurring during holidays (69.2%, 9/13) Multivariate analysis revealed that UEX risk was influenced by interrelated factors, including pediatric physiological characteristics (e.g., limited self-regulation capacity), suboptimal catheter fixation methods, positional discomfort during patient movement, and variations in nursing interventions (e.g., frequency of rounds and caregiver education).</p><p><strong>Conclusions: </strong>Unplanned extubation (UEX) in pediatric inpatients represents a critical clinical complication that may compromise treatment efficacy and prolong hospitalization. Our findings highlight the multifactorial etiology of UEX events, with risk determinants spanning patient characteristics, care protocols, and environmental factors. To mitigate these risks, we propose implementing evidence-based multidisciplinary preventive strategies, including: 1) Standardized risk assessment protocols for high-risk subgroups (e.g., males ≤3 years), 2) Enhanced staff training on age-appropriate restraint techniques an
背景:无计划拔管(UEX)是衡量护理质量的重要指标。现有的研究主要集中在儿科重症监护病房(picu),来自普通儿科外科的数据有限。目前该项目的研究主要集中在儿科重症监护病房,缺乏普外科的研究资料。因此,项目研究应基于这一特点进行。目的:分析儿童意外拔管的高危因素,并采取相应的护理策略,降低其发生率。确保儿科患者的临床安全。方法:回顾性研究纳入2018年1月至2023年12月在普通外科中留置导尿管的儿科患者。排除标准:精神障碍或格拉斯哥昏迷量表得分异常。分析了导管天数、UEX事件和危险因素的数据。结果:围手术期共使用导管1977天,其中导尿管1079天,术后伤口引流管768天,胃管68天,外周中心静脉置管46天,中心静脉置管8天。其中,发生了13例计划外拔管(UEX)事件,总UEX率为6.58 / 1000导管天。UEX发生率最高的是导尿管(61.5%,8/13),其次是胃管(23.1%,3/13)和术后伤口引流管(15.4%,2/13)。UEX术后再插管率为15.38%(2/13)。进一步分析确定了与UEX相关的重要危险因素:患者特征:年龄≤3岁(61.5%,8/13),男性(76.9%,10/13)临床处理:缺乏身体约束(76.9%,10/13)多因素分析显示,UEX风险受到相关因素的影响,包括儿童生理特征(如自我调节能力有限)、不理想的导管固定方法、患者运动时的体位不适以及护理干预措施的变化(如查房频率和护理人员教育)。结论:儿科住院患者意外拔管(UEX)是一种严重的临床并发症,可能影响治疗效果并延长住院时间。我们的研究结果强调了UEX事件的多因素病因学,其风险决定因素跨越患者特征、护理方案和环境因素。为了降低这些风险,我们建议实施以证据为基础的多学科预防策略,包括:1)高风险亚群体(如男性≤3岁)的标准化风险评估协议;2)加强员工在适龄约束技术和安全装置使用方面的培训;3)在风险高峰时期(如假期/姿势变化)动态调整护理监测频率。根据基准研究(Author et al., 2023),这种系统方法显示出将uex相关不良事件减少42-68%的潜力,最终提高儿科护理质量。临床试验:
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引用次数: 0
Limited Moderating Effect of Podcast Listening on Work Stress and Emotional Exhaustion Among Nurses During the COVID-19 Pandemic: Cross-Sectional Study. COVID-19大流行期间护士的工作压力和情绪耗竭:播客收听有限调节作用的横断面研究
Pub Date : 2025-04-16 DOI: 10.2196/70640
Lu Li Jung, Pei Chin Chou, Yu-Hua Wu

Background: The COVID-19 pandemic placed unprecedented pressure on health care systems worldwide, significantly impacting frontline health care workers, especially nurses. These professionals faced considerable psychological stress from caring for patients with COVID-19 and the fear of spreading the virus to their families. Studies report that more than 60% (132/220) of nurses experience anxiety, depression, and emotional exhaustion, which adversely affect their mental health and the quality of care they provide.

Objective: This study aimed to investigate the relationship between work-related stress and emotional exhaustion among nurses and to assess whether listening to podcasts moderates this association.

Methods: A cross-sectional online survey was conducted between March 1, 2023, and March 31, 2023. A total of 271 clinical nurses, aged 20 years to 65 years, were recruited for the study. Participants were divided into 2 groups: experimental group consisting of regular podcast listeners (n=173) and control group comprising nonlisteners (n=98). Ethical approval for this study was obtained from the local ethics committee (IRB number YGHIRB20230421B). Validated scales were used to measure work stress, emotional dissonance, and emotional exhaustion. Data analysis included descriptive statistics, independent t tests, and structural equation modeling to examine the relationships between variables.

Results: No statistically significant differences were found between the experimental and control groups in terms of overall work stress (mean difference=-0.09, 95% CI -0.31 to 0.13; P=.42) or emotional exhaustion (mean difference=0.07, 95% CI -0.15 to 0.29; P=.53). Emotional dissonance emerged as a significant predictor of emotional exhaustion in both the experimental (β=0.476, P<.001) and control (β=0.321, P=.01) groups. Nurses reporting higher workloads had significantly higher emotional exhaustion levels (experimental group: β=0.302, P<.001; control group: β=0.327, P=.002). Podcast listening demonstrated only a slight, nonsignificant moderating effect.

Conclusions: Although podcasts alone may not significantly reduce work stress or emotional exhaustion among nurses, there was a potential, albeit limited, moderating effect of podcasts on emotional well-being. They could serve as a supplementary tool for emotional support. However, broader and more comprehensive interventions are required to address the underlying causes of stress and emotional exhaustion in this population. More in-depth exploration and recommendations are possible by analyzing the content and patterns of listening. Further research is needed to examine the long-term benefits of integrating podcasts with other digital tools for holistic stress management in health care settings.

背景:2019冠状病毒病大流行给全球卫生保健系统带来了前所未有的压力,严重影响了一线卫生保健工作者,特别是护士。由于照顾COVID-19患者以及担心将病毒传播给家人,这些专业人员面临着相当大的心理压力。研究报告称,在220名参与者中,超过132名(60%)的护士经历过焦虑、抑郁和情绪衰竭,这对她们的心理健康和她们提供的护理质量产生了不利影响。目的:本研究旨在探讨护士工作压力与情绪耗竭之间的关系,并评估收听播客是否能调节这种关联。方法:于2023年3月1日至3月31日进行横断面在线调查。研究共招募了271名年龄在20至65岁之间的临床护士。参与者被分为两组:实验组,由经常收听播客的人组成(n=173),对照组,由不收听播客的人组成(n=98)。本研究的伦理批准已获得当地伦理委员会(IRB No. 5)的批准。YGHIRB20230421B)。采用有效量表测量工作压力、情绪失调和情绪耗竭。数据分析包括描述性统计、独立t检验和结构方程模型(SEM)来检验变量之间的关系。结果:实验组与对照组在整体工作压力(平均差异= -0.09,95% CI: -0.31 ~ 0.13, P= 0.42)和情绪耗竭(平均差异= 0.07,95% CI: -0.15 ~ 0.29, P= 0.53)方面无统计学差异。在两项实验中,情绪失调都是情绪耗竭的重要预测因子(β = 0.476, p)。结论:虽然播客本身可能不会显著减少护士的工作压力或情绪耗竭,但表明播客对情绪健康有潜在的调节作用,尽管有限。它们可以作为情感支持的补充工具。然而,需要更广泛和更全面的干预措施来解决这一人群中压力和情绪衰竭的潜在原因。通过分析听力的内容和模式,可以进行更深入的探索和提出建议。需要进一步的研究来检验将播客与其他数字工具集成在医疗保健环境中进行整体压力管理的长期效益。临床试验:
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引用次数: 0
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JMIR nursing
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