focus group

焦点小组
  • 文章类型: Journal Article
    目的:探讨医生和居民在共同决策(SDM)方面的教育需求。
    方法:我们与12名全科医生(GP)进行了8个重点小组,14名医院专家,比利时有12名医院专科医生和13名全科医生。我们使用主题分析来指导数据分析。
    结果:我们确定了五个教育需求:(1)需要清楚了解SDM的定义及其范围;(2)如何应对不断变化的专业身份;(3)获得执行SDM的技能;(4)在支持性环境中进行反思练习的需要;(5)教育的可持续和纵向整合。
    结论:这是第一个焦点小组研究,强调将不断变化的专业身份作为教育需求来处理,除了需要与SDM相关的知识和技能。医生表示,在医疗培训的所有阶段都需要实施螺旋学习,针对所有专业,促进跨专业合作。
    结论:我们的发现可以支持未来教育SDM干预措施的发展,整合能力发展和职业认同形成。我们提供有关教学形式和策略的实用建议,希望最终在日常实践中更好地实现SDM。
    OBJECTIVE: To explore the educational needs of physicians and residents regarding shared decision making (SDM).
    METHODS: We conducted eight focus groups with 12 general practitioners (GPs), 14 hospital specialists, 12 hospital specialist residents and 13 GP residents in Belgium. We used thematic analysis to guide data analysis.
    RESULTS: We identified five educational needs: (1) the need for a clear understanding of the definition of SDM and its scope; (2) how to deal with a changing professional identity; (3) acquisition of skills to perform SDM; (4) the need for reflective practice in a supportive environment; and (5) sustainable and longitudinal integration in education.
    CONCLUSIONS: This is the first focus group study emphasizing dealing with a changing professional identity as an educational need, besides the need for SDM-related knowledge and skills. Physicians stated that implementing spiral learning is needed at all stages of medical training, aimed at all specialties to foster interprofessional collaboration.
    CONCLUSIONS: Our findings can support development of future educational SDM interventions, integrating both competence development and professional identity formation. We provide practical recommendations on didactic formats and strategies, hoping to finally reach better implementation of SDM in daily practice.
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  • 文章类型: Journal Article
    背景:可穿戴监测设备(WMD)的使用,比如智能手表,正在推进对全球社区居住老年人的支持和护理。尽管现有证据表明大规模杀伤性武器在预防问题和促进健康方面的重要性,对一段时间后使用量下降的担忧仍然很大,这需要了解老年人如何体验这些设备。
    目的:本研究旨在探索和描述社区居住的老年人在接受我们的干预计划后的经历,其中包括在社区卫生工作者的支持下使用智能手表,护士,和社会工作者,包括他们在使用该设备时遇到的挑战,感知到的好处,以及促进他们持续使用该设备的策略。
    方法:我们在本研究中使用了定性的描述方法。参加过涉及使用智能手表的介入研究并接受定期健康和社会支持的老年人在试验结束时被邀请参加焦点小组讨论。目的抽样用于招募潜在参与者。同意参加的老年人被分配到基于社区的焦点小组。焦点小组讨论由研究小组的两名成员推动和主持。所有讨论都被记录和逐字抄录。我们使用恒定比较分析方法来分析焦点小组的数据。
    结果:共有22名被分配到6个焦点组的参与者参与了研究。社区居住的老年人的经历是(1)与使用大规模杀伤性武器相关的挑战,(2)使用大规模杀伤性武器的感知收益,(3)促进大规模杀伤性武器使用的战略。此外,研究结果还证明了老年人寻求健康行为的分层模式:首先从老年人志愿者那里寻求帮助,然后从社会工作者那里,最后是护士。
    结论:有可能持续使用大规模杀伤性武器,但重要的是要确保技术支持的可用性,保持护士和社会工作者的积极专业随访,并包括老年人志愿者,以支持其他老年人参与此类计划。
    BACKGROUND: The use of wearable monitoring devices (WMDs), such as smartwatches, is advancing support and care for community-dwelling older adults across the globe. Despite existing evidence of the importance of WMDs in preventing problems and promoting health, significant concerns remain about the decline in use after a period of time, which warrant an understanding of how older adults experience the devices.
    OBJECTIVE: This study aims to explore and describe the experiences of community-dwelling older adults after receiving our interventional program, which included the use of a smartwatch with support from a community health workers, nurses, and social workers, including the challenges that they experienced while using the device, the perceived benefits, and strategies to promote their sustained use of the device.
    METHODS: We used a qualitative descriptive approach in this study. Older adults who had taken part in an interventional study involving the use of smartwatches and who were receiving regular health and social support were invited to participate in focus group discussions at the end of the trial. Purposive sampling was used to recruit potential participants. Older adults who agreed to participate were assigned to focus groups based on their community. The focus group discussions were facilitated and moderated by 2 members of the research team. All discussions were recorded and transcribed verbatim. We used the constant comparison analytical approach to analyze the focus group data.
    RESULTS: A total of 22 participants assigned to 6 focus groups participated in the study. The experiences of community-dwelling older adults emerged as (1) challenges associated with the use of WMDs, (2) the perceived benefits of using the WMDs, and (3) strategies to promote the use of WMDs. In addition, the findings also demonstrate a hierarchical pattern of health-seeking behaviors by older adults: seeking assistance first from older adult volunteers, then from social workers, and finally from nurses.
    CONCLUSIONS: Ongoing use of the WMDs is potentially possible, but it is important to ensure the availability of technical support, maintain active professional follow-ups by nurses and social workers, and include older adult volunteers to support other older adults in such programs.
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  • 文章类型: Journal Article
    药物基因组学(PGx)是基因如何影响药物反应的公认概念,许多研究表明药物副作用的减少,提高疗效和成本效益。尽管有这些好处,PGx在日常实践中的实施仍然有限。在临床实践中实施PGx的研究以前发现,知识不足是主要障碍之一。有关家庭医学临床医生中具体存在哪些教育需求的详细信息需要进一步研究。
    这项研究的目的是确定药物基因组学(PGx)在初级保健实践中可以发挥的感知作用,家庭医学临床医生经历的知识差距,以及他们在日常练习中使用PGx所需的技能。
    为了实现这一目标,态度,知识,障碍,需要的技能,通过半结构化访谈和知识测验,在家庭医学临床医生焦点小组研究中探索了首选的教育计划。第二,多学科焦点小组提供了有关在患者护理中使用PGx的知识水平和必要技能的信息。从两个焦点小组收集关键记录信息后,药物基因组学可能在初级保健中发挥的作用,主要的知识差距,通过定性分析确定了最合适的教育方案。
    出现了关于PGx教育需求和PGx在家庭医学中的作用的四个主题:1)对PGx能力的需求,2)深入了解PGx服务的角色和职责,3)通过集成在电子健康档案中的人工智能优化PGx工作流程,4)与PGx相关的伦理困境和心理效应。这些主题反映了PGx在家庭医学中的作用发生了变化,对教育产生了影响。
    从这项研究中获得的结果将有助于改善PGx在日常实践中的实施,因此,可能导致PGx的利用率增加,从而导致改善的药物疗效和减少的副作用。
    UNASSIGNED: Pharmacogenomics (PGx) is a well-established concept of how genes impact medication response, with many studies demonstrating reductions in medication side effects, improved efficacy and cost effectiveness. Despite these benefits, implementation of PGx in daily practice remains limited. Studies on the implementation of PGx in clinical practice have previously found that inadequate knowledge is one of the main barriers. Details regarding specifically which educational needs exist among family medicine clinicians requires further study.
    UNASSIGNED: The aim of this study was to identify both the perceived role that pharmacogenomics (PGx) could play in primary care practice, the knowledge gaps that family medicine clinicians experience, and the skills they require to use PGx in their daily practice.
    UNASSIGNED: To achieve this aim, the attitudes, knowledge, barriers, skills needed, and preferred educational program were explored in a family medicine clinician focus group study via a semi-structured interview and knowledge quiz. Second, multidisciplinary focus groups provided information on the level of knowledge and necessary skills to use PGx in patient care. After gathering key recorded information from both focus groups, the perceived role pharmacogenomics could possibly play in primary care, the predominant knowledge gaps, and the most appropriate educational program was determined by qualitative analysis.
    UNASSIGNED: Four themes emerged regarding the PGx educational needs and the role of PGx in family medicine: 1) need for PGx competences, 2) insight into the roles and responsibilities of PGx services, 3) optimization of PGx workflow through artificial intelligence integrated in the electronic health record, and 4) the ethical dilemmas and psychological effects related to PGx. These themes reflect a shift in the role of PGx in family medicine with implications for education.
    UNASSIGNED: The results obtained from this study will help improve the implementation of PGx in daily practice, and consequently, may result in increased utilization of PGx, thereby resulting in improved medication efficacy and reduced side effects.
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  • 文章类型: Journal Article
    背景:数字技术可以帮助和优化医疗保健流程。肌肉骨骼健康领域的情况越来越多,数字平台可用于支持肌肉骨骼疾病的自我管理,以及获得服务。然而,考虑到有肌肉骨骼疾病的人口中有很大一部分是老年人(年龄≥60岁),重要的是要考虑这些平台在这个人口中的可接受性。
    目的:本研究旨在探索参与者对使用数字平台支持老年人(≥60岁)人群肌肉骨骼疾病自我管理的意见和看法,并收集他们对真实例子的意见。
    方法:共进行2个焦点组(焦点组1:6/15,40%;焦点组2:9/15,60%),参与者回答了他们关于使用数字健康平台预防或管理肌肉骨骼疾病的想法的问题。进一步向参与者展示了2个示例场景,然后讨论。采访是录音,转录,并按主题进行分析。参与者年龄≥60岁,有或没有当前的肌肉骨骼疾病。不需要使用智能手机应用程序或其他数字健康平台治疗肌肉骨骼疾病的先前经验。焦点小组实际上是使用Teams(MicrosoftCorp)平台进行的。
    结果:两个焦点小组共确定了6个主题:“数字健康平台的经验,\"\"偏爱人类接触,获得临床服务的障碍,“\”个体差异和数字素养,对技术的信任,数字健康技术的“和”功能和优势。“每个主题都会根据面试回复进行详细讨论。研究结果表明,大多数参与者在数字健康平台上都有一些预防或管理肌肉骨骼疾病的现有经验。总的来说,在这一年龄组,人们对肌肉骨骼健康数字平台缺乏信任,对质量的期望也很低.虽然有人担心使用数字平台代替面对面的健康咨询,还确定了几个好处。
    结论:结果强调需要更好地沟通使用数字平台来支持肌肉骨骼疾病的自我管理的好处,没有平台取代医疗保健专业人员的角色。对于哪些应用程序具有合适的质量和可信度的担忧,我们建议提高公众对验证和评估数字健康平台质量的组织角色的认识。
    BACKGROUND: Digital technologies can assist and optimize health care processes. This is increasingly the case in the musculoskeletal health domain, where digital platforms can be used to support the self-management of musculoskeletal conditions, as well as access to services. However, given a large proportion of the population with musculoskeletal conditions are older adults (aged ≥60 years), it is important to consider the acceptability of such platforms within this demographic.
    OBJECTIVE: This study aims to explore participants\' opinions and perceptions on the use of digital platforms for supporting the self-management of musculoskeletal conditions within older adult (aged ≥60 years) populations and to gather their opinions on real examples.
    METHODS: A total of 2 focus groups (focus group 1: 6/15, 40%; focus group 2: 9/15, 60%) were conducted, in which participants answered questions about their thoughts on using digital health platforms to prevent or manage musculoskeletal conditions. Participants were further presented with 2 example scenarios, which were then discussed. Interviews were audio recorded, transcribed, and analyzed thematically. Participants were aged ≥60 years and with or without current musculoskeletal conditions. Prior experience of using smartphone apps or other digital health platforms for musculoskeletal conditions was not required. Focus groups took place virtually using the Teams (Microsoft Corp) platform.
    RESULTS: A total of 6 themes were identified across both focus groups: \"experiences of digital health platforms,\" \"preference for human contact,\" \"barriers to accessing clinical services,\" \"individual differences and digital literacy,\" \"trust in technology,\" and \"features and benefits of digital health technologies.\" Each theme is discussed in detail based on the interview responses. The findings revealed that most participants had some existing experience with digital health platforms for preventing or managing musculoskeletal conditions. Overall, there was a lack of trust in and low expectations of quality for digital platforms for musculoskeletal health within this age group. While there was some concern about the use of digital platforms in place of in-person health consultations, several benefits were also identified.
    CONCLUSIONS: Results highlighted the need for better communication on the benefits of using digital platforms to support the self-management of musculoskeletal conditions, without the platforms replacing the role of the health care professionals. The concerns about which apps are of suitable quality and trustworthiness lead us to recommend raising public awareness around the role of organizations that verify and assess the quality of digital health platforms.
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  • 文章类型: Journal Article
    质量改进工作是医疗保健服务的基本特征,包括一般实践。在这项研究中,我们的目标是获得更多关于全科医生(GP)在他们的实践中从事此类工作的动机的知识,以及什么样的措施被认为是激励和可行的。
    我们在2021年11月至2022年11月期间对挪威全科医生进行了五次焦点小组访谈。我们纳入了21名不同年龄的全科医生,性别,经验,和地理情况。数据逐字转录,并通过系统文本冷凝进行分析,专题跨案例分析。
    许多全科医生对“质量改进”一词有不同和不精确的理解,和日常实践中的良好例程经常被作为质量改进措施的例子。有一种普遍的态度,认为质量改进举措应该接近实践,专业相关,足够小,可以管理。专业社区的可用性,无论是在全科医生实践中,还是在连续医学教育小组中,对动机很重要。强调护士和卫生秘书的作用对于实现变革至关重要。参与者通常描述对外部参与者强加的程序的负面反应,而不考虑全科医生的感知需求。
    GPs的动机是在一般实践的框架内提供可行性的质量改进措施。运作良好的专业社区,包括护士和卫生部长的参与,被强调为质量改进的必要条件。适合一般实践需求的小规模质量改进计划广受好评,应进一步发展。
    UNASSIGNED: Quality improvement work is an essential feature of healthcare services, including general practice. In this study, we aimed to gain more knowledge regarding general practitioners\' (GPs) motivation for such work in their practices, as well as what kind of measures were considered motivating and feasible.
    UNASSIGNED: We conducted five focus group interviews among Norwegian GPs between November 2021 and November 2022. We included 21 GPs of varying age, gender, experience, and geographic situation. The data were transcribed verbatim and analysed by Systematic Text Condensation, a thematic cross-case analysis.
    UNASSIGNED: Many GPs had a diverse and imprecise understanding of the term quality improvement, and sound routines in everyday practice were often given as examples of quality improvement measures. There was a universal attitude that quality improvement initiatives should be close to practice, professionally relevant, and sufficiently small to be manageable. The availability of professional communities, either in the GP practices or in continuous medical education groups, was important for motivation. The role of nurses and health secretaries was highlighted as essential to achieve change. Participants commonly described negative reactions to programs that were imposed by external actors without regard for the GPs\' perceived needs.
    UNASSIGNED: GPs were motivated for quality improvement measures provided feasibility within the framework of general practice. Well-functioning professional communities, including involvement of nurses and health-secretaries, were emphasised as requisite for quality improvement. Small scale quality improvement programs suited for the needs of general practice were well received and should be further developed.
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  • 文章类型: Journal Article
    在格陵兰岛的蔗糖酶-异麦芽糖酶编码基因中,遗传SI变异c.273_274delAG的患病率很高,导致先天性蔗糖酶-异麦芽糖酶缺乏,从而无法消化蔗糖,最常见的膳食糖。目前还没有关于格陵兰人与这种遗传变异有关的蔗糖不耐受的日常经历的研究。因此,这项研究探索,格陵兰人如何经历蔗糖不耐受影响生活和他们对健康和遗传学研究的态度。这项研究是定性的,使用半结构化焦点小组和/或个人电话采访。分析基于PaulRicoeur的现象学-解释学方法,包括天真阅读,结构分析,解释和讨论。我们确定了两个主题;“蔗糖不耐受影响日常生活”,处理身体和情绪反应,应对对活动的社会适应。“参与遗传和健康研究的开放性”是由参与者想要更多的知识来改善他们的人民和家庭生活引起的。该研究得出结论,大多数有蔗糖不耐受症状的参与者在日常生活中经历了影响,两者都是物理上的,情感上,和社会。Further,他们表示愿意参与健康和遗传研究。需要更多可获得的健康知识和来自医疗保健的支持来管理蔗糖不耐受。
    There is high prevalence of the genetic SI variant c.273_274delAG in the sucrase-isomaltase-encoding gene in Greenland, resulting in congenital sucrase-isomaltase deficiency and thereby an inability to digest sucrose, the most common dietary sugar. There are no studies of Greenlanders\' everyday experiences of sucrose intolerance related to this genetic variant. This study therefore explored, how Greenlandic people experience sucrose intolerance influences life and their attitudes towards research in health and genetics. The study is qualitative, using semi-structured focus groups and/or individual telephone interviews. The analysis was based on the phenomenological-hermeneutic approach of Paul Ricoeur, consisting naïve reading, structural analysis, interpretation and discussion. We identified two themes; \"Sucrose intolerance impacts daily living\", dealt with physical and emotional reactions and coping with social adaption to activities. And \"openness to participate in genetic and health research\" were caused by participants wanting more knowledge to improve their people and family\'s life. The study concluded that most of the participants with symptoms of sucrose intolerance experienced the impact in their daily life, both physically, emotionally, and socially. Further, they expressed openness to participate in health and genetic research. There is a need for more accessible health knowledge and support from health care to manage sucrose intolerance.
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  • 文章类型: Journal Article
    背景:通常作为支持性护理提供,治疗师主导的在线支持小组(OSGs)是一种经济有效的方式,可以为受癌症影响的个体提供支持.成功的OSG会话的一个重要指标是组凝聚力;然而,由于在基于文本的OSGs中缺乏非语言线索和面对面互动,因此监控小组凝聚力可能具有挑战性。基于人工智能的联合促进者(AICF)旨在根据上下文从对话中识别治疗结果并产生实时分析。
    目的:本研究的目的是开发一种方法来训练和评估AICF监测群体凝聚力的能力。
    方法:AICF使用文本分类方法来提取对话中对群体凝聚力的提及。样本数据由人类得分手注释,作为训练数据构建分类模型。还通过使用单词嵌入模型找到上下文相似的组内聚表达来进一步支持注释。还将AICF性能与自然语言处理软件语言查询字数(LIWC)进行了比较。
    结果:AICF接受了从CancerChatCanada获得的80,000条消息的培训。我们在34,048条消息上测试了AICF。人类专家对6797(20%)的消息进行了评分,以评估AICF对群体凝聚力进行分类的能力。结果表明,结合人工输入的机器学习算法可以检测群体内聚性,有效OSGs的临床意义指标。经过人工输入的再培训,AICF的F1评分为0.82。与LIWC相比,AICF在识别群体凝聚力方面的表现略好。
    结论:AICF有可能通过检测适合实时干预的群体中的不和谐来协助治疗师。总的来说,AICF提供了一个独特的机会,通过关注个人需求,在基于网络的环境中加强以患者为中心的护理。
    RR2-10.2196/21453。
    BACKGROUND: Commonly offered as supportive care, therapist-led online support groups (OSGs) are a cost-effective way to provide support to individuals affected by cancer. One important indicator of a successful OSG session is group cohesion; however, monitoring group cohesion can be challenging due to the lack of nonverbal cues and in-person interactions in text-based OSGs. The Artificial Intelligence-based Co-Facilitator (AICF) was designed to contextually identify therapeutic outcomes from conversations and produce real-time analytics.
    OBJECTIVE: The aim of this study was to develop a method to train and evaluate AICF\'s capacity to monitor group cohesion.
    METHODS: AICF used a text classification approach to extract the mentions of group cohesion within conversations. A sample of data was annotated by human scorers, which was used as the training data to build the classification model. The annotations were further supported by finding contextually similar group cohesion expressions using word embedding models as well. AICF performance was also compared against the natural language processing software Linguistic Inquiry Word Count (LIWC).
    RESULTS: AICF was trained on 80,000 messages obtained from Cancer Chat Canada. We tested AICF on 34,048 messages. Human experts scored 6797 (20%) of the messages to evaluate the ability of AICF to classify group cohesion. Results showed that machine learning algorithms combined with human input could detect group cohesion, a clinically meaningful indicator of effective OSGs. After retraining with human input, AICF reached an F1-score of 0.82. AICF performed slightly better at identifying group cohesion compared to LIWC.
    CONCLUSIONS: AICF has the potential to assist therapists by detecting discord in the group amenable to real-time intervention. Overall, AICF presents a unique opportunity to strengthen patient-centered care in web-based settings by attending to individual needs.
    UNASSIGNED: RR2-10.2196/21453.
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  • 文章类型: Journal Article
    引入具有高级实践范围的物理治疗师有助于改善医疗保健服务。
    这项定性研究探讨了物理治疗师管理者对高级实践物理治疗角色的看法,以及这种职业道路发展的障碍和推动者。
    对10名有目的的物理治疗师管理者进行了一项在线定性焦点小组研究。焦点小组是录音的,转录和主题分析。
    确定了三个主要主题;1)在高级实践中工作的物理治疗师被认为是物理治疗专业的专家和有力倡导者;2)爱尔兰高级实践物理治疗的障碍包括不一致的角色定义和保护,缺乏有关临床治理的立法和不确定性;3)物理治疗师经理可以通过指导和资源提供来支持高级实践物理治疗,并实施高级实践能力框架。
    物理治疗师经理认识到高级实践物理治疗对爱尔兰卫生服务的价值,但建议需要澄清角色和报告结构。他们强调了阻碍实现这些角色的全部潜力的障碍,并提供了支持这种医疗保健模式发展的建议。
    UNASSIGNED: The introduction of physiotherapists working with advanced scope of practice has contributed to improvements in healthcare services.
    UNASSIGNED: This qualitative study explores the views of physiotherapist managers on the Advanced Practice Physiotherapy role and the barriers and enablers to progression of this career pathway.
    UNASSIGNED: A qualitative focus group study was conducted online with 10 purposefully sampled physiotherapist managers. The focus groups were audio-recorded, transcribed and thematically analyzed.
    UNASSIGNED: Three main themes were identified; 1) Physiotherapists working in advanced practice are recognized as experts and strong advocates for the physiotherapy profession; 2) Barriers to Advanced Practice Physiotherapy in Ireland include inconsistent role definition and protection, a lack of legislation and uncertainty concerning clinical governance; and 3) Physiotherapist managers can support Advanced Practice Physiotherapy through mentoring and resource provision, and implementation of the Advanced Practice Competency Framework.
    UNASSIGNED: Physiotherapist managers recognized the value of Advanced Practice Physiotherapy to the Irish health service but suggest that the role and reporting structures need to be clarified. They highlighted barriers preventing the full potential of this these roles being realized and provided suggestions to support the progression of this healthcare model.
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  • 文章类型: Published Erratum
    [这更正了文章DOI:10.3389/fpubh.2023.1054015。].
    [This corrects the article DOI: 10.3389/fpubh.2023.1054015.].
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  • 文章类型: Journal Article
    背景:自我管理在治疗肌肉骨骼疼痛的临床实践指南中得到认可。在一项随机临床试验中,我们测试了基于人工智能的自我管理应用程序(self-BACK)作为常规护理的辅助手段的有效性,用于治疗转介专科护理的下背部和颈部疼痛患者.
    目的:本研究是一项过程评估,旨在探讨患者在临床实践中采用数字自我管理工具的自我反馈应用程序和专业医疗保健从业人员的参与和经验。
    方法:使用前12周的应用程序使用分析来探索患者对SELFBACK应用程序的参与度。在分配给SELFBACK干预的99名患者中,11名患者的目的性样本(年龄27-75岁,根据应用程序的使用情况,选择了8名女性)进行半结构化的个人访谈。对专业保健医生进行了两次焦点小组访谈(n=9)。访谈采用主题分析法进行分析。
    结果:近三分之一的患者从未访问过应用程序,三分之一是低用户。从与患者和医疗保健从业人员的访谈中确定了三个主题:(1)对应用程序的总体印象,患者讨论应用程序的界面和内容,报告了可用性问题,并描述了他们的应用使用情况;(2)应用的感知价值,患者和医疗保健从业人员描述了该应用程序的主要价值及其补充常规护理的潜力;以及(3)未来使用的建议,患者和医疗保健从业人员解决了他们认为将决定接受度的方面。
    结论:尽管应用的使用率相对较低,患者和卫生保健从业人员对采用基于应用程序的自我管理干预作为常规护理的附加措施来治疗腰背和颈部疼痛持积极看法.两者都描述了该应用程序可以通过提供可信赖的信息来使患者放心,从而授权他们自己采取行动。影响应用接受度和参与度的因素,例如内容相关性,剪裁,信任,和可用性属性,已确定。
    背景:ClinicalTrials.govNCT04463043;https://clinicaltrials.gov/study/NCT04463043。
    BACKGROUND: Self-management is endorsed in clinical practice guidelines for the care of musculoskeletal pain. In a randomized clinical trial, we tested the effectiveness of an artificial intelligence-based self-management app (selfBACK) as an adjunct to usual care for patients with low back and neck pain referred to specialist care.
    OBJECTIVE: This study is a process evaluation aiming to explore patients\' engagement and experiences with the selfBACK app and specialist health care practitioners\' views on adopting digital self-management tools in their clinical practice.
    METHODS: App usage analytics in the first 12 weeks were used to explore patients\' engagement with the SELFBACK app. Among the 99 patients allocated to the SELFBACK interventions, a purposive sample of 11 patients (aged 27-75 years, 8 female) was selected for semistructured individual interviews based on app usage. Two focus group interviews were conducted with specialist health care practitioners (n=9). Interviews were analyzed using thematic analysis.
    RESULTS: Nearly one-third of patients never accessed the app, and one-third were low users. Three themes were identified from interviews with patients and health care practitioners: (1) overall impression of the app, where patients discussed the interface and content of the app, reported on usability issues, and described their app usage; (2) perceived value of the app, where patients and health care practitioners described the primary value of the app and its potential to supplement usual care; and (3) suggestions for future use, where patients and health care practitioners addressed aspects they believed would determine acceptance.
    CONCLUSIONS: Although the app\'s uptake was relatively low, both patients and health care practitioners had a positive opinion about adopting an app-based self-management intervention for low back and neck pain as an add-on to usual care. Both described that the app could reassure patients by providing trustworthy information, thus empowering them to take actions on their own. Factors influencing app acceptance and engagement, such as content relevance, tailoring, trust, and usability properties, were identified.
    BACKGROUND: ClinicalTrials.gov NCT04463043; https://clinicaltrials.gov/study/NCT04463043.
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