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Performance of the Large Language Model ChatGPT on the National Nurse Examinations in Japan: Evaluation Study. 大语言模型 ChatGPT 在日本全国护士考试中的表现:评估研究。
Pub Date : 2023-06-27 DOI: 10.2196/47305
Kazuya Taira, Takahiro Itaya, Ayame Hanada
<p><strong>Background: </strong>ChatGPT, a large language model, has shown good performance on physician certification examinations and medical consultations. However, its performance has not been examined in languages other than English or on nursing examinations.</p><p><strong>Objective: </strong>We aimed to evaluate the performance of ChatGPT on the Japanese National Nurse Examinations.</p><p><strong>Methods: </strong>We evaluated the percentages of correct answers provided by ChatGPT (GPT-3.5) for all questions on the Japanese National Nurse Examinations from 2019 to 2023, excluding inappropriate questions and those containing images. Inappropriate questions were pointed out by a third-party organization and announced by the government to be excluded from scoring. Specifically, these include "questions with inappropriate question difficulty" and "questions with errors in the questions or choices." These examinations consist of 240 questions each year, divided into basic knowledge questions that test the basic issues of particular importance to nurses and general questions that test a wide range of specialized knowledge. Furthermore, the questions had 2 types of formats: simple-choice and situation-setup questions. Simple-choice questions are primarily knowledge-based and multiple-choice, whereas situation-setup questions entail the candidate reading a patient's and family situation's description, and selecting the nurse's action or patient's response. Hence, the questions were standardized using 2 types of prompts before requesting answers from ChatGPT. Chi-square tests were conducted to compare the percentage of correct answers for each year's examination format and specialty area related to the question. In addition, a Cochran-Armitage trend test was performed with the percentage of correct answers from 2019 to 2023.</p><p><strong>Results: </strong>The 5-year average percentage of correct answers for ChatGPT was 75.1% (SD 3%) for basic knowledge questions and 64.5% (SD 5%) for general questions. The highest percentage of correct answers on the 2019 examination was 80% for basic knowledge questions and 71.2% for general questions. ChatGPT met the passing criteria for the 2019 Japanese National Nurse Examination and was close to passing the 2020-2023 examinations, with only a few more correct answers required to pass. ChatGPT had a lower percentage of correct answers in some areas, such as pharmacology, social welfare, related law and regulations, endocrinology/metabolism, and dermatology, and a higher percentage of correct answers in the areas of nutrition, pathology, hematology, ophthalmology, otolaryngology, dentistry and dental surgery, and nursing integration and practice.</p><p><strong>Conclusions: </strong>ChatGPT only passed the 2019 Japanese National Nursing Examination during the most recent 5 years. Although it did not pass the examinations from other years, it performed very close to the passing level, even in those containing que
背景介绍ChatGPT 是一种大型语言模型,在医生资格考试和医疗咨询方面表现良好。然而,它在英语以外的语言或护士考试中的表现还未得到检验:我们旨在评估 ChatGPT 在日本全国护士考试中的表现:我们评估了 ChatGPT(GPT-3.5)在 2019 年至 2023 年日本全国护士考试的所有试题中提供的正确答案百分比,其中不包括不恰当的试题和包含图片的试题。不恰当的问题由第三方机构指出,并由政府宣布不计分。具体来说,这些问题包括 "问题难度不适当的问题 "和 "问题或选项有错误的问题"。这些考试每年有 240 道题,分为考查对护士特别重要的基本问题的基础知识题和考查各种专业知识的综合题。此外,试题有两种形式:简单选择题和情境设置题。简单选择题主要是以知识为基础的多选题,而情境设置题则需要考生阅读病人和家庭的情境描述,并选择护士的行动或病人的反应。因此,在要求 ChatGPT 提供答案之前,先使用两种类型的提示对问题进行了标准化。通过卡方检验比较了每年考试形式和问题相关专业领域的正确答案百分比。此外,还对 2019 年至 2023 年的正确答案百分比进行了 Cochran-Armitage 趋势检验:ChatGPT 5 年的平均正确率为:基础知识题 75.1%(标准差 3%),综合题 64.5%(标准差 5%)。在 2019 年的考试中,基础知识题的最高正确率为 80%,综合题为 71.2%。ChatGPT 达到了 2019 年日本全国护士考试的合格标准,并接近通过 2020-2023 年的考试,只需再答对几题即可通过。ChatGPT 在药理学、社会福利、相关法律法规、内分泌/代谢、皮肤病学等部分领域的答题正确率较低,而在营养学、病理学、血液学、眼科学、耳鼻咽喉科学、口腔医学与口腔外科、护理综合与实践等领域的答题正确率较高:ChatGPT 在最近 5 年中只通过了 2019 年日本全国护理考试。虽然没有通过其他年份的考试,但它的表现非常接近及格水平,甚至在那些包含与心理学、沟通和护理相关的问题的考试中也是如此。
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引用次数: 0
A Nurse-Led Telehealth Program for Diabetes Foot Care: Feasibility and Usability Study. 护士主导的糖尿病足部护理远程医疗计划:可行性和可用性研究。
Pub Date : 2023-06-06 DOI: 10.2196/40000
Hsiao-Hui Ju, Rashmi Momin, Stanley Cron, Jed Jularbal, Jeffery Alford, Constance Johnson

Background: Diabetes mellitus can lead to severe and debilitating foot complications, such as infections, ulcerations, and amputations. Despite substantial progress in diabetes care, foot disease remains a major challenge in managing this chronic condition that causes serious health complications worldwide.

Objective: The primary aim of this study was to examine the feasibility and usability of a telehealth program focused on preventive diabetes foot care. A secondary aim was to descriptively measure self-reported changes in diabetes knowledge, self-care, and foot care behaviors before and after participating in the program.

Methods: The study used a single-arm, pre-post design in 2 large family medical practice clinics in Texas. Participants met individually with the nurse practitioner once a month for 3 months using synchronous telehealth videoconferencing. Each participant received diabetes foot education guided by the Integrated Theory of Health Behavior Change. Feasibility was measured with rates of enrollment and program and assessment completion. Usability was measured with the Telehealth Usability Questionnaire. Diabetes knowledge, self-care, and foot care behaviors were measured with validated survey instruments at baseline, 1.5 months, and 3 months.

Results: Of 50 eligible individuals, 39 (78%) enrolled; 34 of 39 (87%) completed the first videoconference and 29 of 39 (74%) completed the second and third videoconferences. Of the 39 who consented, 37 (95%) completed the baseline assessment; 50% (17/34) of those who attended the first videoconference completed the assessment at 1.5 months, and 100% (29/29) of those who attended the subsequent videoconferences completed the final assessment. Overall, participants reported a positive attitude toward the use of telehealth, with a mean Telehealth Usability Questionnaire score of 6.24 (SD 0.98) on a 7-point scale. Diabetes knowledge increased by a mean of 15.82 (SD 16.69) points of 100 (P<.001) from baseline to 3 months. The values for the Summary of Diabetes Self-Care Activities measure demonstrated better self-care, with participants performing foot care on average 1.74 (SD 2.04) more days per week (P<.001), adhering to healthy eating habits on average 1.57 (SD 2.12) more days per week (P<.001), and being physically active on average 1.24 (SD 2.21) more days per week (P=.005). Participants also reported an improvement in the frequency of foot self-examinations and general foot care behaviors. The mean scores for foot care increased by a mean of 7.65 (SD 7.04) points (scale of 7 to 35) from baseline to 3 months postintervention (P<.001).

Conclusions: This study demonstrates that a nurse-led telehealth educational program centered on diabetes foot care is feasible, acceptable, and has the potential to improve diabetes knowledge and self-care, which are precursors to preventing debilit

背景:糖尿病可导致严重的足部并发症,如感染、溃疡和截肢。尽管在糖尿病护理方面取得了重大进展,但足病仍然是管理这一在世界范围内导致严重健康并发症的慢性疾病的主要挑战。目的:本研究的主要目的是检查远程医疗计划的可行性和可用性,重点是预防糖尿病足部护理。第二个目的是描述性地测量参与项目前后糖尿病知识、自我护理和足部护理行为的自我报告变化。方法:采用单臂、前后设计,在德克萨斯州的2家大型家庭医疗诊所进行研究。参与者使用同步远程医疗视频会议每月与执业护士单独会面一次,持续3个月。每位参与者都接受了以健康行为改变综合理论为指导的糖尿病足教育。可行性以入学率、项目和评估完成率来衡量。可用性采用远程医疗可用性问卷进行测量。在基线、1.5个月和3个月时,用有效的调查工具测量糖尿病知识、自我保健和足部护理行为。结果:在50名符合条件的个体中,39人(78%)入选;39人中有34人(87%)完成了第一次视频会议,29人(74%)完成了第二次和第三次视频会议。在39名同意的患者中,37名(95%)完成了基线评估;参加第一次视频会议的患者中有50%(17/34)在1.5个月时完成了评估,参加后续视频会议的患者中有100%(29/29)完成了最终评估。总体而言,参与者报告了对远程医疗使用的积极态度,远程医疗可用性问卷的平均得分为6.24 (SD 0.98),满分为7分。糖尿病知识平均增加15.82分(SD 16.69),总分100分(p)。结论:以护士为主导的糖尿病足部远程医疗教育项目是可行的、可接受的,并且有可能提高糖尿病知识和自我保健水平,这是预防衰弱性足部并发症的先兆。
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引用次数: 1
Smartphone-Based Remote Monitoring for Chronic Heart Failure: Mixed Methods Analysis of User Experience From Patient and Nurse Perspectives. 基于智能手机的慢性心力衰竭远程监护:从患者和护士角度分析用户体验的混合方法。
Pub Date : 2023-06-06 DOI: 10.2196/44630
Alice Auton, Sameer Zaman, Yorissa Padayachee, Jack W Samways, Nicholas M Quaife, Mark Sweeney, Indira Tenorio, Nick W F Linton, Graham D Cole, Nicholas S Peters, Jamil Mayet, Carys Barton, Carla Plymen

Background: Community-based management by heart failure specialist nurses (HFSNs) is key to improving self-care in heart failure with reduced ejection fraction. Remote monitoring (RM) can aid nurse-led management, but in the literature, user feedback evaluation is skewed in favor of the patient rather than nursing user experience. Furthermore, the ways in which different groups use the same RM platform at the same time are rarely directly compared in the literature. We present a balanced semantic analysis of user feedback from patient and nurse perspectives of Luscii, a smartphone-based RM strategy combining self-measurement of vital signs, instant messaging, and e-learning.

Objective: This study aims to (1) evaluate how patients and nurses use this type of RM (usage type), (2) evaluate patients' and nurses' user feedback on this type of RM (user experience), and (3) directly compare the usage type and user experience of patients and nurses using the same type of RM platform at the same time.

Methods: We performed a retrospective usage type and user experience evaluation of the RM platform from the perspective of both patients with heart failure with reduced ejection fraction and the HFSNs using the platform to manage them. We conducted semantic analysis of written patient feedback provided via the platform and a focus group of 6 HFSNs. Additionally, as an indirect measure of tablet adherence, self-measured vital signs (blood pressure, heart rate, and body mass) were extracted from the RM platform at onboarding and 3 months later. Paired 2-tailed t tests were used to evaluate differences between mean scores across the 2 timepoints.

Results: A total of 79 patients (mean age 62 years; 35%, 28/79 female) were included. Semantic analysis of usage type revealed extensive, bidirectional information exchange between patients and HFSNs using the platform. Semantic analysis of user experience demonstrates a range of positive and negative perspectives. Positive impacts included increased patient engagement, convenience for both user groups, and continuity of care. Negative impacts included information overload for patients and increased workload for nurses. After the patients used the platform for 3 months, they showed significant reductions in heart rate (P=.004) and blood pressure (P=.008) but not body mass (P=.97) compared with onboarding.

Conclusions: Smartphone-based RM with messaging and e-learning facilitates bilateral information sharing between patients and nurses on a range of topics. Patient and nurse user experience is largely positive and symmetrical, but there are possible negative impacts on patient attention and nurse workload. We recommend RM providers involve patient and nurse users in platform development, including recognition of RM usage in nursing job plans.

背景:由心力衰竭专科护士(HFSNs)进行基于社区的管理是改善射血分数降低型心力衰竭患者自我护理的关键。远程监护(RM)可以帮助护士主导的管理,但在文献中,用户反馈评估偏向于患者,而不是护理用户体验。此外,文献中很少直接比较不同群体同时使用同一 RM 平台的方式。我们从患者和护士的角度对 Luscii 的用户反馈进行了均衡的语义分析,Luscii 是一种基于智能手机的 RM 策略,结合了生命体征自测、即时通讯和电子学习:本研究旨在:(1)评估患者和护士如何使用这种类型的 RM(使用类型);(2)评估患者和护士对这种类型的 RM 的用户反馈(用户体验);(3)直接比较同时使用同类型 RM 平台的患者和护士的使用类型和用户体验:我们从射血分数降低型心力衰竭患者和使用该平台管理患者的 HFSNs 的角度,对 RM 平台的使用类型和用户体验进行了回顾性评估。我们对患者通过平台提供的书面反馈以及由 6 名 HFSN 组成的焦点小组进行了语义分析。此外,作为片剂依从性的间接测量,我们还在入职时和 3 个月后从 RM 平台提取了自我测量的生命体征(血压、心率和体重)。采用配对双尾 t 检验来评估两个时间点平均得分之间的差异:共纳入 79 名患者(平均年龄 62 岁;35%,28/79 为女性)。对使用类型的语义分析表明,患者和使用该平台的 HFSN 之间进行了广泛的双向信息交流。对用户体验的语义分析表明了一系列积极和消极的观点。积极影响包括提高了患者的参与度、方便了两个用户群体以及提高了护理的连续性。负面影响包括患者信息超载和护士工作量增加。在患者使用该平台 3 个月后,他们的心率(P=.004)和血压(P=.008)显著降低,但体重(P=.97)却没有明显降低:结论:基于智能手机的 RM 系统带有消息传递和电子学习功能,有助于患者和护士就一系列主题进行双边信息共享。患者和护士的用户体验在很大程度上是积极和对称的,但可能会对患者的注意力和护士的工作量产生负面影响。我们建议 RM 提供商让患者和护士用户参与平台开发,包括在护理工作计划中认可 RM 的使用。
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引用次数: 0
Information and Communication Technologies to Support the Provision of Respite Care Services: Scoping Review. 支援暂托服务提供的资讯及通讯科技:范围检讨。
Pub Date : 2023-05-30 DOI: 10.2196/44750
Aimee R Castro, Lydia Ould Brahim, Qirong Chen, Antonia Arnaert, Amélie Quesnel-Vallée, Karyn Moffatt, John Kildea, Vasiliki Bitzas, Carolyn Pang, Audrey-Jane Hall, Ariana Pagnotta, Argerie Tsimicalis

Background: Respite care is one of the most frequently requested support services by family caregivers. Yet, too often, respite care services are inaccessible, due in part to families' lack of knowledge regarding available services and a lack of service flexibility. Information and communication technologies (ICTs) may help to improve the flexibility of services available and families' knowledge of such services. However, an understanding of the use of ICTs and research in this area is lacking.

Objective: The objective of this study was to provide a comprehensive overview of the academic literature on ICTs for supporting the provision of respite care services.

Methods: A scoping review study was conducted. Six library databases were systematically searched for relevant literature. Key data were extracted into a summary chart. Text and quantitative data were coded using descriptive qualitative content analysis techniques, and the results were collated and summarized into a comprehensive narrative.

Results: A total of 23 papers describing 15 unique ICT programs exploring the potential of ICTs to support respite care services met the inclusion criteria. ICTs supported the provision of respite care by facilitating information-sharing with families and providers, recruiting and training respite care providers, and coordinating services. Key design considerations for developing respite care ICTs were trustworthiness and participatory design methods. Implementation considerations included designing for complementarity with existing services, assessing the appropriate timing for introducing the ICT-based services, and ensuring adequate promotion strategies to raise awareness about the services.

Conclusions: There is limited but promising research on the potential of ICTs to support the provision of respite care services. Further research should be conducted to advance the results of this review, ultimately aiming to build ICTs that can improve the quality of, and access to, respite care services.

背景:暂托是家庭照顾者最常要求的支持服务之一。然而,往往无法获得临时护理服务,部分原因是家庭对现有服务缺乏了解,而且服务缺乏灵活性。信息和通信技术(ict)可能有助于提高现有服务的灵活性以及家庭对此类服务的了解。然而,对信息通信技术的使用和这一领域的研究缺乏了解。目的:本研究的目的是全面概述关于信息通信技术支持提供临时护理服务的学术文献。方法:进行范围综述研究。系统地检索了六个图书馆数据库的相关文献。关键数据被提取到一个汇总图表中。使用描述性定性内容分析技术对文本和定量数据进行编码,并对结果进行整理和总结,形成全面的叙述。结果:共有23篇论文描述了15个独特的信息通信技术项目,探讨了信息通信技术支持临时护理服务的潜力,符合纳入标准。信息通信技术通过促进与家庭和提供者之间的信息共享、招募和培训临时护理提供者以及协调各项服务,为临时护理的提供提供了支持。开发临时护理信息通信技术的关键设计考虑因素是可信赖性和参与性设计方法。实施方面的考虑包括设计与现有服务的互补,评估引入基于信息通信技术的服务的适当时机,以及确保充分的推广战略以提高对这些服务的认识。结论:关于信息通信技术支持提供临时护理服务的潜力的研究有限,但前景看好。应开展进一步的研究以推进这一审查的结果,最终目标是建立能够提高临时护理服务质量和可及性的信息通信技术。
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引用次数: 0
Usefulness of a Digitally Assisted Person-Centered Care Intervention: Qualitative Study of Patients' and Nurses' Experiences in a Long-term Perspective. 数字辅助以人为中心的护理干预的有用性:从长期角度对患者和护士经验的定性研究。
Pub Date : 2023-05-18 DOI: 10.2196/46673
Mette Linnet Olesen, Sine Rossen, Rikke Jørgensen, Line Langballe Udbjørg, Helena Hansson

Background: Person-centered care responsive to individual preferences, needs, and values is recognized as an important aspect of high-quality health care, and patient empowerment is increasingly viewed as a central core value of person-centered care. Web-based interventions aimed at empowerment report a beneficial effect on patient empowerment and physical activity; however, there is limited information available on barriers, facilitators, and user experiences. A recent review of the effect of digital self-management support tools suggests a beneficial effect on the quality of life in patients with cancer. On the basis of an overall philosophy of empowerment, guided self-determination is a person-centered intervention that uses preparatory reflection sheets to help achieve focused communication between patients and nurses. The intervention was adapted into a digital version called digitally assisted guided self-determination (DA-GSD) hosted by the Sundhed DK website that can be delivered face-to-face, via video, or by the combination of the 2 methods.

Objective: We aimed to investigate the experiences of nurses, nurse managers, and patients of using DA-GSD in 2 oncology departments and 1 gynecology department over a 5-year implementation period from 2018 to 2022.

Methods: This qualitative study was inspired by action research comprising the responses of 17 patients to an open-ended question on their experience of specific aspects of DA-GSD in a web questionnaire, 14 qualitative semistructured interviews with nurses and patients who initially completed the web questionnaire, and transcripts of meetings held between the researchers and nurses during the implementation of the intervention. The thematic analysis of all data was done using NVivo (QSR International).

Results: The analysis generated 2 main themes and 7 subthemes that reflect conflicting perspectives and greater acceptability of the intervention among the nurses over time owing to better familiarity with the increasingly mature technology. The first theme was the different experiences and perspectives of nurses and patients concerning barriers to using DA-GSD and comprised 4 subthemes: conflicting perspectives on the ability of patients to engage with DA-GSD and how to provide it, conflicting perspectives on DA-GSD as a threat to the nurse-patient relationship, functionality of DA-GSD and available technical equipment, and data security. The other theme was what influenced the increased acceptability of DA-GSD among the nurses over time and comprised 3 subthemes: a re-evaluation of the nurse-patient relationship; improved functionality of DA-GSD; and supervision, experience, patient feedback, and a global pandemic.

Conclusions: The nurses experienced more barriers to DA-GSD than the patients did. Acceptance of the intervention increased over time among the nurses in keeping wit

背景:响应个人偏好、需求和价值观的以人为本的护理被认为是高质量医疗保健的一个重要方面,患者赋权日益被视为以人为本护理的核心价值。以赋权为目的的基于网络的干预措施报告对患者赋权和身体活动产生了有益的影响;然而,关于障碍、促进因素和用户体验的信息有限。最近对数字自我管理支持工具的效果的回顾表明,它对癌症患者的生活质量有有益的影响。在赋予权力的总体理念的基础上,指导自决是一种以人为本的干预,使用预备反思表来帮助实现患者和护士之间的重点沟通。干预被改编成数字版本,称为数字辅助指导自决(DA-GSD),由Sundhed DK网站托管,可以通过面对面,通过视频或通过两种方法的结合提供。目的:了解2个肿瘤科和1个妇科在2018 - 2022年实施5年期间,护理人员、护理管理者和患者使用DA-GSD的经验。方法:本定性研究的灵感来自于行动研究,包括17名患者在网络问卷中回答关于他们对DA-GSD具体方面的体验的开放式问题,对最初完成网络问卷的护士和患者进行的14次定性半结构化访谈,以及在实施干预期间研究人员和护士之间举行的会议记录。使用NVivo (QSR International)对所有数据进行专题分析。结果:分析产生了2个主要主题和7个次要主题,这些主题反映了相互矛盾的观点,随着时间的推移,由于对日益成熟的技术的熟悉,护士对干预的接受程度越来越高。第一个主题是护士和患者关于使用DA-GSD障碍的不同经验和观点,包括4个子主题:关于患者参与DA-GSD的能力和如何提供它的冲突观点,关于DA-GSD对护患关系的威胁的冲突观点,DA-GSD的功能和可用的技术设备,以及数据安全。另一个主题是随着时间的推移,是什么影响了护士对DA-GSD的接受程度的提高,它包括3个子主题:对护患关系的重新评估;改进了DA-GSD的功能;以及监管、经验、患者反馈和全球大流行。结论:护士对DA-GSD的理解障碍大于患者。随着时间的推移,护士对干预的接受程度不断提高,因为干预的功能得到了改善,有了额外的指导,有了积极的体验,再加上患者发现它很有用。我们的研究结果强调了支持和培训护士的重要性,如果要成功实施新技术。
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引用次数: 0
Process Evaluation of a Wireless Wearable Continuous Vital Signs Monitoring Intervention in 2 General Hospital Wards: Mixed Methods Study. 2个综合医院病房无线可穿戴连续生命体征监测干预过程评价:混合方法研究
Pub Date : 2023-05-04 DOI: 10.2196/44061
Jobbe P L Leenen, Henriëtte J M Rasing, Cor J Kalkman, Lisette Schoonhoven, Gijsbert A Patijn

Background: Continuous monitoring of vital signs (CMVS) using wearable wireless sensors is increasingly available to patients in general wards and can improve outcomes and reduce nurse workload. To assess the potential impact of such systems, successful implementation is important. We developed a CMVS intervention and implementation strategy and evaluated its success in 2 general wards.

Objective: We aimed to assess and compare intervention fidelity in 2 wards (internal medicine and general surgery) of a large teaching hospital.

Methods: A mixed methods sequential explanatory design was used. After thorough training and preparation, CMVS was implemented-in parallel with the standard intermittent manual measurements-and executed for 6 months in each ward. Heart rate and respiratory rate were measured using a chest-worn wearable sensor, and vital sign trends were visualized on a digital platform. Trends were routinely assessed and reported each nursing shift without automated alarms. The primary outcome was intervention fidelity, defined as the proportion of written reports and related nurse activities in case of deviating trends comparing early (months 1-2), mid- (months 3-4), and late (months 5-6) implementation periods. Explanatory interviews with nurses were conducted.

Results: The implementation strategy was executed as planned. A total of 358 patients were included, resulting in 45,113 monitored hours during 6142 nurse shifts. In total, 10.3% (37/358) of the sensors were replaced prematurely because of technical failure. Mean intervention fidelity was 70.7% (SD 20.4%) and higher in the surgical ward (73.6%, SD 18.1% vs 64.1%, SD 23.7%; P<.001). Fidelity decreased over the implementation period in the internal medicine ward (76%, 57%, and 48% at early, mid-, and late implementation, respectively; P<.001) but not significantly in the surgical ward (76% at early implementation vs 74% at midimplementation [P=.56] vs 70.7% at late implementation [P=.07]). No nursing activities were needed based on vital sign trends for 68.7% (246/358) of the patients. In 174 reports of 31.3% (112/358) of the patients, observed deviating trends led to 101 additional bedside assessments of patients and 73 consultations by physicians. The main themes that emerged during interviews (n=21) included the relative priority of CMVS in nurse work, the importance of nursing assessment, the relatively limited perceived benefits for patient care, and experienced mediocre usability of the technology.

Conclusions: We successfully implemented a system for CMVS at scale in 2 hospital wards, but our results show that intervention fidelity decreased over time, more in the internal medicine ward than in the surgical ward. This decrease appeared to depend on multiple ward-specific factors. Nurses' perceptions regarding the value and benefits of the intervention varied. Impli

背景:使用可穿戴无线传感器持续监测生命体征(CMVS)越来越多地用于普通病房患者,可以改善预后并减少护士工作量。为了评估这些系统的潜在影响,成功的实施是很重要的。我们制定了CMVS干预和实施策略,并评估了其在2个普通病房的成功。目的:对某大型教学医院内科和普外科2个病区的干预保真度进行评价和比较。方法:采用混合方法序贯解释设计。经过全面的培训和准备,CMVS与标准的间歇人工测量并行实施,并在每个病房执行6个月。使用佩戴在胸前的可穿戴传感器测量心率和呼吸频率,并在数字平台上可视化生命体征趋势。在没有自动警报的情况下,定期评估和报告每个护理班次的趋势。主要结果是干预保真度,定义为在实施早期(1-2个月)、中期(3-4个月)和后期(5-6个月)出现偏离趋势的情况下,书面报告和相关护士活动的比例。对护士进行解释性访谈。结果:实施策略按计划执行。共纳入358名患者,在6142个护士班次中监测了45,113个小时。总共有10.3%(37/358)的传感器由于技术故障而过早更换。平均干预保真度为70.7% (SD 20.4%),外科病房更高(73.6%,SD 18.1% vs 64.1%, SD 23.7%;结论:我们成功地在2个医院病房大规模实施了CMVS系统,但我们的结果表明,干预的保真度随着时间的推移而下降,内科病房比外科病房更明显。这种下降似乎取决于多个病房特定因素。护士对干预的价值和益处的看法各不相同。优化CMVS实施的意义包括尽早让护士参与,无缝集成到电子健康记录中,以及用于生命体征趋势解释的复杂决策支持工具。
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引用次数: 2
An Augmented Reality Mobile App (Easypod AR) as a Complementary Tool in the Nurse-Led Integrated Support of Patients Receiving Recombinant Human Growth Hormone: Usability and Validation Study. 增强现实移动应用程序(Easypod AR)作为护士主导的综合支持接受重组人类生长激素患者的补充工具:可用性和验证研究。
Pub Date : 2023-04-21 DOI: 10.2196/44355
Rosa Maria Baños, Laura-Maria Peltonen, Blaine Martin, Ekaterina Koledova

Background: Children with growth hormone deficiency face the prospect of long-term recombinant human growth hormone (r-hGH) treatment requiring daily injections. Adherence to treatment is important, especially at treatment initiation, to achieve positive health outcomes. Historically, telenursing services embedded in patient support programs (PSPs) have been a valid approach to support r-hGH treatment initiation and patient education and facilitate adherence by identifying and optimizing appropriate injection techniques. The development of mobile phones with augmented reality (AR) capabilities offers nurses new tools to support patient education.

Objective: To investigate experiences among nurses of a new mobile phone app developed to support patient training with a phone-based PSP for r-hGH treatment.

Methods: In 2020, the Easypod AR mobile app was launched to support nurse-driven telehealth education for patients initiating r-hGH therapy with the Easypod electromechanical auto-injector device. Nurses who were part of PSPs in countries where the Easypod AR app had been launched or where training was provided as part of an anticipated future launch of the app were invited to participate in an online survey based on the Mobile App Rating Scale to capture their feedback after using the app.

Results: In total, 23 nurses completed the online questionnaire. They positively rated the quality of the app across multiple dimensions. The highest mean scores were 4.0 for engagement (ie, adaptation to the target group; SD 0.74), 4.1 (SD 0.79) for functionality (navigation) and 4.1 (SD 0.67) for aesthetics (graphics). Responses indicated the potential positive impact of such a tool on enhancing patient education, patient support, and communication between patients and PSP nurses. Some participants also suggested enhancements to the app, including gamification techniques that they felt have the potential to support the formation of positive treatment behaviors and habits.

Conclusions: This study highlights the potential for new digital health solutions to reinforce PSP nurse services, including patient education. Future studies could explore possible correlations between any behavioral and clinical benefits that patients may derive from the use of such apps and how they may contribute to support improved patient experiences and treatment outcomes.

背景:生长激素缺乏的儿童面临着需要每日注射的长期重组人生长激素(r-hGH)治疗的前景。为了取得积极的健康结果,坚持治疗非常重要,特别是在开始治疗时。从历史上看,嵌入患者支持计划(psp)的远程护理服务一直是支持r-hGH治疗启动和患者教育的有效方法,并通过确定和优化适当的注射技术促进依从性。具有增强现实(AR)功能的移动电话的开发为护士提供了支持患者教育的新工具。目的:了解护士使用一款手机应用程序进行r-hGH治疗培训的经验。方法:2020年,推出Easypod AR移动应用程序,支持护士对使用Easypod机电自动注射器装置进行r-hGH治疗的患者进行远程医疗教育。在Easypod AR应用已经推出的国家,或者在预计未来推出该应用的国家,作为psp成员的护士被邀请参加基于移动应用评级量表的在线调查,以获取他们在使用该应用后的反馈。结果:总共有23名护士完成了在线问卷。他们在多个方面对应用的质量给予了积极评价。参与(即对目标群体的适应;功能(导航)为4.1 (SD 0.79),美学(图形)为4.1 (SD 0.67)。调查结果表明,该工具在加强患者教育、患者支持以及患者与PSP护士之间的沟通方面具有潜在的积极影响。一些参与者还建议对应用程序进行改进,包括他们认为有可能支持形成积极治疗行为和习惯的游戏化技术。结论:本研究强调了新的数字健康解决方案的潜力,以加强PSP护士服务,包括患者教育。未来的研究可以探索患者可能从使用此类应用程序中获得的任何行为和临床益处之间可能存在的相关性,以及它们如何有助于改善患者体验和治疗结果。
{"title":"An Augmented Reality Mobile App (Easypod AR) as a Complementary Tool in the Nurse-Led Integrated Support of Patients Receiving Recombinant Human Growth Hormone: Usability and Validation Study.","authors":"Rosa Maria Baños,&nbsp;Laura-Maria Peltonen,&nbsp;Blaine Martin,&nbsp;Ekaterina Koledova","doi":"10.2196/44355","DOIUrl":"https://doi.org/10.2196/44355","url":null,"abstract":"<p><strong>Background: </strong>Children with growth hormone deficiency face the prospect of long-term recombinant human growth hormone (r-hGH) treatment requiring daily injections. Adherence to treatment is important, especially at treatment initiation, to achieve positive health outcomes. Historically, telenursing services embedded in patient support programs (PSPs) have been a valid approach to support r-hGH treatment initiation and patient education and facilitate adherence by identifying and optimizing appropriate injection techniques. The development of mobile phones with augmented reality (AR) capabilities offers nurses new tools to support patient education.</p><p><strong>Objective: </strong>To investigate experiences among nurses of a new mobile phone app developed to support patient training with a phone-based PSP for r-hGH treatment.</p><p><strong>Methods: </strong>In 2020, the Easypod AR mobile app was launched to support nurse-driven telehealth education for patients initiating r-hGH therapy with the Easypod electromechanical auto-injector device. Nurses who were part of PSPs in countries where the Easypod AR app had been launched or where training was provided as part of an anticipated future launch of the app were invited to participate in an online survey based on the Mobile App Rating Scale to capture their feedback after using the app.</p><p><strong>Results: </strong>In total, 23 nurses completed the online questionnaire. They positively rated the quality of the app across multiple dimensions. The highest mean scores were 4.0 for engagement (ie, adaptation to the target group; SD 0.74), 4.1 (SD 0.79) for functionality (navigation) and 4.1 (SD 0.67) for aesthetics (graphics). Responses indicated the potential positive impact of such a tool on enhancing patient education, patient support, and communication between patients and PSP nurses. Some participants also suggested enhancements to the app, including gamification techniques that they felt have the potential to support the formation of positive treatment behaviors and habits.</p><p><strong>Conclusions: </strong>This study highlights the potential for new digital health solutions to reinforce PSP nurse services, including patient education. Future studies could explore possible correlations between any behavioral and clinical benefits that patients may derive from the use of such apps and how they may contribute to support improved patient experiences and treatment outcomes.</p>","PeriodicalId":73556,"journal":{"name":"JMIR nursing","volume":"6 ","pages":"e44355"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10163401/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9421513","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
Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study. 家庭保健临床医生对黑人和西班牙裔患者使用的判断语言:自然语言处理研究。
Pub Date : 2023-04-17 DOI: 10.2196/42552
Maxim Topaz, Jiyoun Song, Anahita Davoudi, Margaret McDonald, Jacquelyn Taylor, Scott Sittig, Kathryn Bowles

Background: A clinician's biased behavior toward patients can affect the quality of care. Recent literature reviews report on widespread implicit biases among clinicians. Although emerging studies in hospital settings show racial biases in the language used in clinical documentation within electronic health records, no studies have yet investigated the extent of judgment language in home health care.

Objective: We aimed to examine racial differences in judgment language use and the relationship between judgment language use and the amount of time clinicians spent on home visits as a reflection of care quality in home health care.

Methods: This study is a retrospective observational cohort study. Study data were extracted from a large urban home health care organization in the Northeastern United States. Study data set included patients (N=45,384) who received home health care services between January 1 and December 31, 2019. The study applied a natural language processing algorithm to automatically detect the language of judgment in clinical notes.

Results: The use of judgment language was observed in 38% (n=17,141) of the patients. The highest use of judgment language was found in Hispanic (7,167/66,282, 10.8% of all clinical notes), followed by Black (7,010/65,628, 10.7%), White (10,206/107,626, 9.5%), and Asian (1,756/22,548, 7.8%) patients. Black and Hispanic patients were 14% more likely to have notes with judgment language than White patients. The length of a home health care visit was reduced by 21 minutes when judgment language was used.

Conclusions: Racial differences were identified in judgment language use. When judgment language is used, clinicians spend less time at patients' homes. Because the language clinicians use in documentation is associated with the time spent providing care, further research is needed to study the impact of using judgment language on quality of home health care. Policy, education, and clinical practice improvements are needed to address the biases behind judgment language.

背景:临床医生对患者的偏见行为会影响护理质量。最近的文献综述报告了临床医生中普遍存在的隐性偏见。尽管在医院环境中进行的新研究显示,电子健康记录中的临床文档语言存在种族偏见,但尚未有研究调查家庭医疗中判断语言的程度:我们旨在研究判断性语言使用中的种族差异,以及判断性语言使用与临床医生家访时间之间的关系,以反映家庭医疗保健中的护理质量:本研究是一项回顾性观察队列研究。研究数据来自美国东北部的一家大型城市家庭医疗机构。研究数据集包括在 2019 年 1 月 1 日至 12 月 31 日期间接受家庭医疗服务的患者(N=45,384)。研究采用自然语言处理算法自动检测临床笔记中的判断语言:38%的患者(n=17,141)使用了判断语言。使用判断语言最多的是西班牙裔患者(7,167/66,282,占所有临床笔记的 10.8%),其次是黑人患者(7,010/65,628,占 10.7%)、白人患者(10,206/107,626,占 9.5%)和亚裔患者(1,756/22,548,占 7.8%)。黑人和拉美裔患者比白人患者多 14% 的可能在笔记中使用判断语言。使用判断性语言时,家庭医疗的就诊时间缩短了 21 分钟:结论:判断性语言的使用存在种族差异。使用判断性语言时,临床医生在患者家中花费的时间较少。由于临床医生在记录中使用的语言与提供护理所花费的时间有关,因此需要进一步研究使用判断语言对家庭医疗质量的影响。需要通过政策、教育和临床实践的改进来解决判断语言背后的偏见。
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引用次数: 0
Nurses' Work Concerns and Disenchantment During the COVID-19 Pandemic: Machine Learning Analysis of Web-Based Discussions. COVID-19大流行期间护士的工作关注和觉醒:基于网络讨论的机器学习分析。
Pub Date : 2023-02-06 DOI: 10.2196/40676
Haoqiang Jiang, Arturo Castellanos, Alfred Castillo, Paulo J Gomes, Juanjuan Li, Debra VanderMeer

Background: Web-based forums provide a space for communities of interest to exchange ideas and experiences. Nurse professionals used these forums during the COVID-19 pandemic to share their experiences and concerns.

Objective: The objective of this study was to examine the nurse-generated content to capture the evolution of nurses' work concerns during the COVID-19 pandemic.

Methods: We analyzed 14,060 posts related to the COVID-19 pandemic from March 2020 to April 2021. The data analysis stage included unsupervised machine learning and thematic qualitative analysis. We used an unsupervised machine learning approach, latent Dirichlet allocation, to identify salient topics in the collected posts. A human-in-the-loop analysis complemented the machine learning approach, categorizing topics into themes and subthemes. We developed insights into nurses' evolving perspectives based on temporal changes.

Results: We identified themes for biweekly periods and grouped them into 20 major themes based on the work concern inventory framework. Dominant work concerns varied throughout the study period. A detailed analysis of the patterns in how themes evolved over time enabled us to create narratives of work concerns.

Conclusions: The analysis demonstrates that professional web-based forums capture nuanced details about nurses' work concerns and workplace stressors during the COVID-19 pandemic. Monitoring and assessment of web-based discussions could provide useful data for health care organizations to understand how their primary caregivers are affected by external pressures and internal managerial decisions and design more effective responses and planning during crises.

背景:基于网络的论坛为感兴趣的社区提供了交流思想和经验的空间。在2019冠状病毒病大流行期间,专业护士利用这些论坛分享他们的经验和关切。目的:本研究的目的是检查护士生成的内容,以捕捉COVID-19大流行期间护士工作关注点的演变。方法:对2020年3月至2021年4月期间与COVID-19大流行相关的14060篇帖子进行分析。数据分析阶段包括无监督机器学习和专题定性分析。我们使用了一种无监督的机器学习方法,即潜在狄利克雷分配,来识别收集到的帖子中的突出主题。人工循环分析补充了机器学习方法,将主题分为主题和子主题。我们根据时间的变化对护士的观点进行了深入的研究。结果:我们确定了两周的主题,并根据工作关注清单框架将其分为20个主要主题。在整个研究期间,主要的工作关注点各不相同。对主题如何随时间演变的模式的详细分析使我们能够创建工作关注的叙述。结论:分析表明,专业的网络论坛捕捉到了2019冠状病毒病大流行期间护士工作担忧和工作压力源的细微细节。监测和评估基于网络的讨论可以为卫生保健组织提供有用的数据,以了解其主要照顾者如何受到外部压力和内部管理决策的影响,并在危机期间设计更有效的应对和规划。
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引用次数: 0
The Use and Structure of Emergency Nurses' Triage Narrative Data: Scoping Review. 急诊护士分诊叙述资料的使用与结构:范围回顾。
Pub Date : 2023-01-13 DOI: 10.2196/41331
Christopher Picard, Manal Kleib, Colleen Norris, Hannah M O'Rourke, Carmel Montgomery, Matthew Douma

Background: Emergency departments use triage to ensure that patients with the highest level of acuity receive care quickly and safely. Triage is typically a nursing process that is documented as structured and unstructured (free text) data. Free-text triage narratives have been studied for specific conditions but never reviewed in a comprehensive manner.

Objective: The objective of this paper was to identify and map the academic literature that examines triage narratives. The paper described the types of research conducted, identified gaps in the research, and determined where additional review may be warranted.

Methods: We conducted a scoping review of unstructured triage narratives. We mapped the literature, described the use of triage narrative data, examined the information available on the form and structure of narratives, highlighted similarities among publications, and identified opportunities for future research.

Results: We screened 18,074 studies published between 1990 and 2022 in CINAHL, MEDLINE, Embase, Cochrane, and ProQuest Central. We identified 0.53% (96/18,074) of studies that directly examined the use of triage nurses' narratives. More than 12 million visits were made to 2438 emergency departments included in the review. In total, 82% (79/96) of these studies were conducted in the United States (43/96, 45%), Australia (31/96, 32%), or Canada (5/96, 5%). Triage narratives were used for research and case identification, as input variables for predictive modeling, and for quality improvement. Overall, 31% (30/96) of the studies offered a description of the triage narrative, including a list of the keywords used (27/96, 28%) or more fulsome descriptions (such as word counts, character counts, abbreviation, etc; 7/96, 7%). We found limited use of reporting guidelines (8/96, 8%).

Conclusions: The breadth of the identified studies suggests that there is widespread routine collection and research use of triage narrative data. Despite the use of triage narratives as a source of data in studies, the narratives and nurses who generate them are poorly described in the literature, and data reporting is inconsistent. Additional research is needed to describe the structure of triage narratives, determine the best use of triage narratives, and improve the consistent use of triage-specific data reporting guidelines.

International registered report identifier (irrid): RR2-10.1136/bmjopen-2021-055132.

背景:急诊科使用分诊,以确保患者的最高水平的敏锐度得到快速和安全的护理。分类是一个典型的护理过程,记录为结构化和非结构化(自由文本)数据。自由文本分类叙述已经研究过具体情况,但从未全面审查过。目的:本文的目的是识别和绘制学术文献,检查分诊叙述。本文描述了所进行的研究类型,确定了研究中的差距,并确定了可能需要进行额外审查的地方。方法:我们对非结构化分诊叙述进行了范围审查。我们绘制了文献图,描述了分类叙事数据的使用,检查了关于叙事形式和结构的可用信息,强调了出版物之间的相似性,并确定了未来研究的机会。结果:我们筛选了1990年至2022年间在CINAHL、MEDLINE、Embase、Cochrane和ProQuest Central发表的18074项研究。我们确定了0.53%(96/18,074)的研究直接检查了分诊护士叙述的使用。审查中包括的2438个急诊科就诊人数超过1200万人次。总的来说,82%(79/96)的研究是在美国(43/ 96,45%)、澳大利亚(31/ 96,32%)或加拿大(5/ 96,5%)进行的。分诊叙述用于研究和病例识别,作为预测建模的输入变量,并用于质量改进。总体而言,31%(30/96)的研究提供了分类叙述的描述,包括使用的关键字列表(27/96,28%)或更繁琐的描述(如单词计数、字符计数、缩写等);7/96, 7%)。我们发现报告指南的使用有限(8/ 96,8 %)。结论:确定的研究的广度表明,有广泛的常规收集和研究使用分类叙事数据。尽管在研究中使用分诊叙述作为数据来源,但文献中对叙述和产生叙述的护士的描述很差,数据报告也不一致。需要进一步的研究来描述分诊叙述的结构,确定分诊叙述的最佳使用,并改进分诊特定数据报告指南的一致性使用。国际注册报告标识符(irrid): RR2-10.1136/bmjopen-2021-055132。
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引用次数: 0
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