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Improving How Caregivers of People Living With Dementia Are Identified in the Electronic Health Record: Qualitative Study and Exploratory Chart Review. 改进如何在电子健康记录中识别痴呆症患者的照顾者:定性研究和探索性图表回顾。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-13 DOI: 10.2196/59584
Ariel R Green, Cynthia M Boyd, Rosalphie Quiles Rosado, Andrea E Daddato, Kathy S Gleason, Tobie E Taylor McPhail, Marcela D Blinka, Nancy L Schoenborn, Jennifer L Wolff, Elizabeth A Bayliss, Rebecca S Boxer

Background: Family and unpaid caregivers play a crucial role in supporting people living with dementia; yet, they are not systematically identified and documented by health systems.

Objective: The aims of the study are to determine the extent to which caregivers are currently identified and documented in the electronic health record (EHR) and to elicit the perspectives of caregivers and clinical staff on how to best identify, engage, and support caregivers of people living with dementia through the EHR.

Methods: People with dementia were identified based on International Classification of Diseases, Tenth Revision (ICD-10) codes or dementia medications in the EHR. A chart review of people with dementia characterized how caregiver information was documented and whether caregivers had shared access to the patient portal. Caregivers of eligible people with dementia were then recruited through mailed letters and follow-up calls to the homes of people with dementia. We conducted semistructured interviews with caregivers, clinicians, and staff involved in the care of people with dementia within 2 health systems in Maryland and Colorado. Transcripts were analyzed using a mixed inductive and deductive approach.

Results: Caregivers of people with dementia (N=22) were usually identified in the "contact information" or "patient contacts" tab (n=20, 91%) by their name and relation to the people with dementia; this tab did not specify the caregiver's role. Caregivers were also mentioned, and their roles were described to a varying degree in clinical notes (n=21, 96%). Of the 22 caregivers interviewed, the majority (n=17, 77%) reported that the people with dementia had additional caregivers. The presence of multiple caregivers could be gleaned from most charts (n=16, 73%); however, this information was not captured systematically, and caregivers' individual contributions were not explicitly recorded. Interviews with 22 caregivers and 16 clinical staff revealed two major themes: (1) caregiving arrangements are complex and not systematically captured or easy to locate in the EHR and (2) health systems should develop standardized processes to obtain and document caregiver information in the EHR.

Conclusions: This exploratory chart review and qualitative interview study found that people with dementia frequently have multiple caregivers, whose roles and needs are captured inconsistently in the EHR. To address this concern, caregivers and clinical staff suggested that health systems should develop and test workflows to identify caregivers, assess their needs at multiple touchpoints, and record their information in extractable EHR fields.

背景:家庭和无偿照顾者在支持痴呆症患者方面发挥着至关重要的作用;然而,卫生系统没有系统地识别和记录这些疾病。目的:本研究的目的是确定护理人员目前在电子健康记录(EHR)中被识别和记录的程度,并引出护理人员和临床工作人员关于如何通过电子健康记录最好地识别、参与和支持痴呆症患者护理人员的观点。方法:根据国际疾病分类第十版(ICD-10)代码或EHR中的痴呆药物对痴呆患者进行识别。对痴呆症患者的图表回顾描述了如何记录护理人员信息以及护理人员是否共享患者门户网站。然后通过邮寄信件和后续电话到痴呆症患者家中招募符合条件的痴呆症患者的护理人员。我们对马里兰州和科罗拉多州两个卫生系统中参与痴呆症患者护理的护理人员、临床医生和工作人员进行了半结构化访谈。转录本分析使用混合归纳和演绎的方法。结果:痴呆患者照护者(N=22)在“联系方式”或“患者联系方式”选项卡(N= 20, 91%)通过姓名和与痴呆患者的关系进行识别;此选项卡没有指定护理人员的角色。护理人员也被提及,他们的角色在临床记录中有不同程度的描述(n= 21,96%)。在接受采访的22名护理人员中,大多数(n= 17,77%)报告说痴呆症患者有额外的护理人员。从大多数图表中可以收集到多个照顾者的存在(n= 16,73%);然而,这些信息并没有被系统地捕获,护理人员的个人贡献也没有被明确地记录下来。对22名护理人员和16名临床工作人员的访谈揭示了两个主要主题:(1)护理安排复杂,无法系统地捕获或易于在电子病历中定位;(2)卫生系统应制定标准化流程,以在电子病历中获取和记录护理人员信息。结论:这一探索性图表回顾和定性访谈研究发现,痴呆症患者经常有多个照顾者,他们的角色和需求在电子病历中被不一致地记录下来。为了解决这一问题,护理人员和临床工作人员建议卫生系统应开发和测试工作流程,以确定护理人员,在多个接触点评估他们的需求,并在可提取的电子病历字段中记录他们的信息。
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引用次数: 0
The Implementation Outcomes and Population Impact of a Statewide IT Deployment for Family Caregivers: Mixed Methods Study. 在全州范围内为家庭照顾者部署信息技术的实施结果和人口影响:混合方法研究。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-10 DOI: 10.2196/63355
Orly Tonkikh, Heather M Young, Janice F Bell, Jessica Famula, Robin Whitney, Jennifer Mongoven, Kathleen Kelly

Background: In 2022, the US Department of Health and Human Services released the first National Strategy to Support Family Caregivers, identifying actions for both government and the private sector. One of the major goals is to expand data, research, and evidence-based practices to support family caregivers. While IT tools are widely deployed in health care settings, they are rarely available at scale in community agencies. In 2019, the state of California recognized the importance of a statewide database and a platform to serve caregivers remotely by enhancing existing service supports and investing in a web-based platform, CareNav. Implementation commenced in early 2020 across all 11 California Caregiver Resource Centers.

Objective: This paper describes the implementation strategies and outcomes of the statewide implementation of CareNav, a web-based platform to support family caregivers.

Methods: The Consolidated Framework for Implementation Research (CFIR), including a recent addendum, guided this mixed methods evaluation. Two major approaches were used to evaluate the implementation process: in-depth qualitative interviews with key informants (n=82) and surveys of staff members (n=112) and caregivers (n=2229). We analyzed the interview transcripts using qualitative descriptive methods; subsequently, we identified subthemes and relationships among the ideas, mapping the findings to the CFIR addendum. For the surveys, we used descriptive statistics.

Results: We present our findings about implementation strategies, implementation outcomes (ie, adoption, fidelity, and sustainment), and the impact on population health (organizational effectiveness and equity, as well as caregiver satisfaction, health, and well-being). The platform was fully adopted within 18 months, and the system is advancing toward sustainment through statewide collaboration. The deployment has augmented organizational effectiveness and quality, enhanced equity, and improved caregiver health and well-being.

Conclusions: This study provides a use case for technological implementation across a multisite system with diverse community-based agencies. Future research can expand the understanding of the barriers and facilitators to achieving relevant outcomes and population impact.

背景:2022年,美国卫生与公众服务部发布了首份《支持家庭照顾者国家战略》,确定了政府和私营部门应采取的行动。主要目标之一是扩大数据、研究和基于证据的实践,以支持家庭照顾者。虽然IT工具在卫生保健机构中得到了广泛部署,但很少在社区机构中大规模使用。2019年,加利福尼亚州认识到建立一个全州数据库和平台的重要性,通过加强现有的服务支持,并投资于基于网络的平台CareNav,为护理人员提供远程服务。2020年初,在加州所有11个护理人员资源中心开始实施。目的:本文描述了基于网络的家庭照顾者支持平台CareNav在全州范围内的实施策略和结果。方法:实施研究综合框架(CFIR),包括最近的附录,指导了这种混合方法的评估。评估实施过程采用了两种主要方法:对关键举报人(n=82)进行深入定性访谈,对工作人员(n=112)和护理人员(n=2229)进行调查。我们使用定性描述方法分析访谈记录;随后,我们确定了这些想法之间的子主题和关系,并将研究结果映射到CFIR附录中。在调查中,我们使用了描述性统计。结果:我们提出了关于实施策略、实施结果(即采用、忠诚和维持)以及对人口健康的影响(组织效率和公平,以及照顾者满意度、健康和福祉)的研究结果。该平台在18个月内被全面采用,通过全州范围的合作,该系统正朝着可持续发展的方向发展。这一部署提高了组织效率和质量,增强了公平性,并改善了护理人员的健康和福祉。结论:本研究提供了一个跨多站点系统和不同社区机构的技术实施用例。未来的研究可以扩大对实现相关成果和人口影响的障碍和促进因素的理解。
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引用次数: 0
Internet-Based Social Activities and Cognitive Functioning 2 Years Later Among Middle-Aged and Older Adults: Prospective Cohort Study. 基于互联网的社会活动与中老年人2年后的认知功能:前瞻性队列研究。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-10 DOI: 10.2196/63907
Sangha Jeon, Susan Turk Charles

Background: A number of studies document the benefits of face-to-face social interactions for cognitive functioning among middle-aged and older adults. Social activities in virtual worlds may confer similar if not enhanced cognitive benefits as face-to-face social activities, given that virtual interactions require the additional cognitive tasks of learning and navigating communicative tools and technology platforms. Yet, few studies have examined whether social activities in internet-based settings may have synergistic effects on cognitive functioning beyond those of face-to-face interactions.

Objective: This study examined whether internet-based social activity participation is associated with concurrent and later cognitive functioning, after adjusting for face-to-face social activity participation and sociodemographic covariates.

Methods: For cross-sectional analyses, we included 3650 adults aged 50 years and older who completed questions in the 2020 Health and Retirement Study about social activity participation, including specific internet-based social activities such as emailing or accessing social networks. Cognitive functioning was measured using the standardized cognitive tasks assessing working memory, episodic memory, and attention and processing speed. The longitudinal analyses included the 2034 participants who also completed follow-up cognitive assessments in 2022.

Results: Our results revealed that those with higher levels of internet-based social activity participation had higher levels of concurrent cognitive functioning than those with low levels of internet-based social activity participation, after adjusting for demographic and health-related factors and face-to-face social activity participation (b=0.44, SE 0.07; P<.001). More internet-based social activity participation also predicted better cognitive functioning 2 years later, even when adjusting for baseline cognitive functioning and other covariates (b=0.35, SE 0.09; P<.001).

Conclusions: Our findings suggest that greater engagement in internet-based social activities is associated with higher levels of concurrent cognitive functioning and slower cognitive decline in middle-aged and older adults.

背景:许多研究记录了面对面的社会互动对中老年人认知功能的好处。虚拟世界中的社交活动可能会带来与面对面社交活动类似的认知益处,因为虚拟互动需要额外的认知任务,如学习和使用交流工具和技术平台。然而,很少有研究调查了基于互联网的社交活动是否会对认知功能产生协同效应,而不仅仅是面对面的互动。目的:本研究在调整了面对面的社会活动参与和社会人口学协变量后,探讨了基于互联网的社会活动参与是否与并发和后期认知功能相关。方法:为了进行横断面分析,我们纳入了3650名50岁及以上的成年人,他们完成了2020年健康与退休研究中有关社会活动参与的问题,包括特定的基于互联网的社会活动,如发电子邮件或访问社交网络。认知功能是通过评估工作记忆、情景记忆、注意力和处理速度的标准化认知任务来测量的。纵向分析包括2034名参与者,他们也在2022年完成了后续认知评估。结果:在调整了人口统计学、健康相关因素和面对面社交活动参与后,研究结果显示,网络社交活动参与水平高的人的并发认知功能水平高于网络社交活动参与水平低的人(b=0.44, SE 0.07;结论:我们的研究结果表明,在中老年人中,更多地参与基于互联网的社交活动与更高水平的并发认知功能和更慢的认知衰退有关。
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引用次数: 0
The Needs and Experiences of People With Early-Stage Dementia Using an Application for Cognitive and Physical Activation in Germany: Qualitative Study. 德国早期痴呆症患者使用认知和体能激活应用程序的需求和体验:定性研究。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-10 DOI: 10.2196/62689
Melina Klein, Alexa von Bosse, Christophe Kunze

Background: The demand for support among people with dementia is increasing, while caregiving capacity is declining. As the trend of aging at home continues, technologies can help maintain the autonomy of people with dementia, enabling them to live independently for as long as possible. Furthermore, digital applications can have numerous positive biopsychosocial effects on the health of people with dementia, enhancing their physical, cognitive, and social functioning.

Objective: This study aims to investigate the needs and experiences of people with dementia regarding a prototype tablet-based application designed to promote cognitive and physical activity.

Methods: We conducted a methodical triangulation by combining semistructured interviews with people with dementia and external overt participant observation while testing a tablet-based application. A qualitative content analysis, as outlined by Kuckartz, was used to analyze the data.

Results: Participants demonstrated varying levels of ability and prior experience with technology. While most were initially hesitant to use the tablet independently, they were more willing to try it after receiving encouragement. Some individuals required more assistance than others, indicating the need for individualized adjustments. Personal relevance to the content appeared to be crucial for cognitive tasks, as it helped to minimize overload for people with dementia. The participants appreciated social interaction with researchers and direct communication. Therefore, it is important to consider the role of personal support when developing and implementing technology.

Conclusions: The successful implementation and use of technology requires acceptance and an effective interaction between people with dementia, technology, and caregivers or caring relatives providing personal support. The acceptance of the application was found to be less influenced by the types and presentation of tasks and more by content relevance and social interaction. Ideally, one-on-one support will be provided during use, though this requires additional time and financial resources, which are often limited in caregiving settings.

背景:痴呆症患者对支持的需求正在增加,而护理能力却在下降。随着居家老龄化趋势的持续,技术可以帮助保持痴呆症患者的自主性,使他们能够尽可能长时间地独立生活。此外,数字应用可以对痴呆症患者的健康产生许多积极的生物心理社会影响,增强他们的身体、认知和社会功能。目的:本研究旨在调查痴呆症患者对基于平板电脑的原型应用程序的需求和体验,该应用程序旨在促进认知和身体活动。方法:在测试基于平板电脑的应用程序时,我们通过与痴呆症患者的半结构化访谈和外部公开参与者观察相结合,进行了系统的三角测量。根据Kuckartz的概述,采用定性内容分析来分析数据。结果:参与者表现出不同水平的能力和先前的技术经验。虽然大多数人最初对独立使用平板电脑犹豫不决,但在得到鼓励后,他们更愿意尝试。有些人比其他人需要更多的帮助,这表明需要进行个性化的调整。个人对内容的相关性似乎对认知任务至关重要,因为它有助于减少痴呆症患者的超负荷。参与者喜欢与研究人员进行社会互动和直接交流。因此,在开发和实现技术时,考虑个人支持的作用非常重要。结论:技术的成功实施和使用需要痴呆症患者、技术和提供个人支持的护理人员或护理亲属之间的接受和有效互动。研究发现,应用程序的接受程度受任务类型和表现形式的影响较小,而更多地受内容相关性和社会互动的影响。理想情况下,在使用过程中提供一对一的支持,尽管这需要额外的时间和财政资源,而这在护理环境中往往是有限的。
{"title":"The Needs and Experiences of People With Early-Stage Dementia Using an Application for Cognitive and Physical Activation in Germany: Qualitative Study.","authors":"Melina Klein, Alexa von Bosse, Christophe Kunze","doi":"10.2196/62689","DOIUrl":"10.2196/62689","url":null,"abstract":"<p><strong>Background: </strong>The demand for support among people with dementia is increasing, while caregiving capacity is declining. As the trend of aging at home continues, technologies can help maintain the autonomy of people with dementia, enabling them to live independently for as long as possible. Furthermore, digital applications can have numerous positive biopsychosocial effects on the health of people with dementia, enhancing their physical, cognitive, and social functioning.</p><p><strong>Objective: </strong>This study aims to investigate the needs and experiences of people with dementia regarding a prototype tablet-based application designed to promote cognitive and physical activity.</p><p><strong>Methods: </strong>We conducted a methodical triangulation by combining semistructured interviews with people with dementia and external overt participant observation while testing a tablet-based application. A qualitative content analysis, as outlined by Kuckartz, was used to analyze the data.</p><p><strong>Results: </strong>Participants demonstrated varying levels of ability and prior experience with technology. While most were initially hesitant to use the tablet independently, they were more willing to try it after receiving encouragement. Some individuals required more assistance than others, indicating the need for individualized adjustments. Personal relevance to the content appeared to be crucial for cognitive tasks, as it helped to minimize overload for people with dementia. The participants appreciated social interaction with researchers and direct communication. Therefore, it is important to consider the role of personal support when developing and implementing technology.</p><p><strong>Conclusions: </strong>The successful implementation and use of technology requires acceptance and an effective interaction between people with dementia, technology, and caregivers or caring relatives providing personal support. The acceptance of the application was found to be less influenced by the types and presentation of tasks and more by content relevance and social interaction. Ideally, one-on-one support will be provided during use, though this requires additional time and financial resources, which are often limited in caregiving settings.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"7 ","pages":"e62689"},"PeriodicalIF":5.0,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651421/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142829621","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
Brief Video-Delivered Intervention to Reduce Anxiety and Improve Functioning in Older Veterans: Pilot Randomized Controlled Trial. 简短的视频传递干预减少焦虑和改善老年退伍军人的功能:试点随机对照试验。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-09 DOI: 10.2196/56959
Christine E Gould, Chalise Carlson, Julie L Wetherell, Mary K Goldstein, Lauren Anker, Sherry A Beaudreau
<p><strong>Background: </strong>Older veterans with anxiety disorders encounter multiple barriers to receiving mental health services, including transportation difficulties, physical limitations, and limited access to providers trained to work with older persons. To address both accessibility and the shortage of available providers, evidence-based treatments that can be delivered via guided self-management modalities are a potential solution.</p><p><strong>Objective: </strong>This study aims to determine the feasibility and acceptability of a randomized controlled trial of 2 guided self-management interventions. This study compared the treatment effects of these 2 interventions (relaxation and health psychoeducation) on anxiety symptom severity and functioning in older veterans with anxiety disorders. Our exploratory aims examined factors related to home practices and treatment engagement and perceptions of the practices.</p><p><strong>Methods: </strong>Participants were randomized to one of two video-delivered interventions: (1) Breathing, Relaxation, and Education for Anxiety Treatment in the Home Environment (BREATHE)-breathing and progressive relaxation or (2) Healthy Living for Reduced Anxiety-psychoeducation about lifestyle changes. Telephone coaching calls were conducted weekly. Measures of anxiety, depression, and functioning were obtained at baseline, week 4 (end of treatment), week 8, and week 12. Participants completed a semistructured interview at week 12. Analyses included descriptive statistics to summarize measures of intervention engagement; mixed-effects models to characterize symptom change, and qualitative analyses.</p><p><strong>Results: </strong>Overall, 56 participants (n=48, 86% men; n=23, 41% from ethnic or racial minority groups; mean age 71.36, SD 6.19 y) were randomized. No difference in retention between study arms was found. The Healthy Living group (29/56, 52%) completed significantly more lessons (mean 3.68, SD 0.86) than the BREATHE group (27/56, 48%; mean 2.85, SD 1.43; t<sub>53</sub>=2.60; P=.01) but did not differ in completion of coaching calls. In the BREATHE group, greater baseline anxiety scores (r=-0.41; P=.03) and greater severity of medical comorbidity (r=-0.50; P=.009) were associated with fewer completed practices. There was no effect of intervention on change in total anxiety scores or functioning. For specific anxiety subtypes, Healthy Living produced a greater decline in somatic anxiety compared with BREATHE. Qualitative analyses found barriers to practicing, including difficulty setting time aside to practice, forgetting, or having other activities that interfered with BREATHE practices. Some participants described adapting their practice routine to fit their daily lives; some also used relaxation skills in everyday situations.</p><p><strong>Conclusions: </strong>These findings suggest that a larger randomized controlled trial of guided self-management approaches to treating late-life anxiety is fea
背景:患有焦虑症的老年退伍军人在接受精神卫生服务时遇到多种障碍,包括交通困难、身体限制以及获得接受过老年人工作培训的提供者的机会有限。为了解决可获得性和现有提供者短缺的问题,可以通过有指导的自我管理模式提供循证治疗是一种潜在的解决办法。目的:本研究旨在确定两种引导自我管理干预的随机对照试验的可行性和可接受性。本研究比较了放松和健康心理教育两种干预措施对老年军人焦虑障碍患者焦虑症状严重程度和功能的影响。我们的探索目的是考察与家庭实践、治疗参与和实践感知相关的因素。方法:参与者被随机分配到两种视频干预中的一种:(1)在家庭环境中呼吸、放松和焦虑治疗教育(BREATHE)——呼吸和渐进式放松;(2)减少焦虑的健康生活——关于生活方式改变的心理教育。每周进行一次电话辅导。在基线、第4周(治疗结束)、第8周和第12周测量焦虑、抑郁和功能。参与者在第12周完成了半结构化访谈。分析包括描述性统计,以总结干预参与的措施;混合效应模型表征症状变化,并进行定性分析。结果:总共有56名参与者(n=48, 86%为男性;N =23, 41%来自少数民族或种族群体;平均年龄71.36岁,SD 6.19 y)。在两组研究中没有发现保留率的差异。健康生活组(29/56,52%)比呼吸组(27/56,48%)完成了更多的课程(平均3.68,标准差0.86);平均值2.85,标准差1.43;t53 = 2.60;P= 0.01),但在辅导电话的完成程度上没有差异。在呼吸组,更高的基线焦虑评分(r=-0.41;P=.03)和更严重的医疗合并症(r=-0.50;P= 0.009)与较少完成的实践相关。干预对焦虑总分或功能的改变没有影响。对于特定的焦虑亚型,与呼吸相比,健康生活在躯体焦虑方面产生了更大的下降。定性分析发现了练习的障碍,包括难以腾出时间练习、忘记或有其他干扰呼吸练习的活动。一些参与者描述了如何调整他们的练习程序以适应他们的日常生活;一些人还在日常生活中使用放松技巧。结论:这些研究结果表明,开展大规模的随机对照试验,引导自我管理方法治疗晚年焦虑是可行的;然而,与“健康生活”相比,“呼吸”在减少焦虑方面没有效果。可能的影响因素可能是对单一技术的依赖。据报道,渐进式放松对大多数参与者来说是愉快的,但保持家庭练习是具有挑战性的。那些焦虑程度较轻、健康问题较少的人能够更好地坚持练习。试验注册:ClinicalTrials.gov NCT02400723;https://clinicaltrials.gov/study/NCT02400723。
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引用次数: 0
Factors Influencing Drug Prescribing for Patients With Hospitalization History in Circulatory Disease-Patient Severity, Composite Adherence, and Physician-Patient Relationship: Retrospective Cohort Study. 影响有住院史的循环系统疾病患者处方用药的因素:患者严重程度、综合依从性和医患关系--一项回顾性队列研究。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-06 DOI: 10.2196/59234
Tomoyuki Takura, Hiroyoshi Yokoi, Asao Honda
<p><strong>Background: </strong>With countries promoting generic drug prescribing, their growth may plateau, warranting further investigation into the factors influencing this trend, including physician and patient perspectives. Additional strategies may be needed to maximize the switch to generic drugs while ensuring health care system sustainability, focusing on factors beyond mere low cost. Emphasizing affordability and clarifying other prescription considerations are essential.</p><p><strong>Objective: </strong>This study aimed to provide initial insights into how patient severity, composite adherence, and physician-patient relationships impact generic switching.</p><p><strong>Methods: </strong>This study used a long-term retrospective cohort design by analyzing data from a national health care database. The population included patients of all ages, primarily older adults, who required primary-to-tertiary preventive actions with a history of hospitalization for cardiovascular diseases (ICD-10 [International Statistical Classification of Diseases, Tenth Revision]) from April 2014 to March 2018 (4 years). We focused on switching to generic drugs, with temporal variations in clinical parameters as independent variables. Lifestyle factors (smoking and drinking) were also considered. Adherence was measured as a composite score comprising 11 elements. The physician-patient relationship was established based on the interval between physician change and prescription. Logistic regression analysis and propensity score matching were used, along with complementary analysis of physician-patient relationships, proportion of days covered, and adherence for a subset of the population.</p><p><strong>Results: </strong>The study included 48,456 patients with an average follow-up of 36.1 (SD 8.8) months. The mean age was 68.3 (SD 9.9) years; BMI, 23.4 (SD 3.4) kg/m<sup>2</sup>; systolic blood pressure, 131.2 (SD 15) mm Hg; low-density lipoprotein cholesterol level, 116.6 (SD 29.3) mg/dL; hemoglobin A<sub>1c</sub> (HbA<sub>1c</sub>), 5.9% (SD 0.8%); and serum creatinine level, 0.9 (SD 0.8) mg/dL. Logistic regression analysis revealed significant associations between generic switching and systolic blood pressure (odds ratio [OR] 0.996, 95% CI 0.993-0.999), serum creatinine levels (OR 0.837, 95% CI 0.729-0.962), glutamic oxaloacetic transaminase levels (OR 0.994, 95% CI 0.990-0.997), proportion of days covered score (OR 0.959, 95% CI 0.948-0.97), and adherence score (OR 0.910, 95% CI 0.875-0.947). In addition, generic drug rates increased with improvements in the HbA<sub>1c</sub> level band and smoking level (P<.01 and P<.001). The group with a superior physician-patient relationship after propensity score matching had a significantly higher rate of generic drug prescribing (51.6%, SD 15.2%) than the inferior relationship group (47.7%, SD17.7%; P<.001).</p><p><strong>Conclusions: </strong>Although physicians' understanding influences the choice of generic drugs, pa
背景:随着各国推广使用非专利药,其增长速度可能会趋于平稳,因此有必要进一步调查影响这一趋势的因素,包括医生和患者的观点。在确保医疗保健系统可持续发展的同时,可能还需要采取其他策略,以最大限度地促进向非专利药的转换,重点关注低成本以外的因素。强调可负担性和明确其他处方考虑因素至关重要:本研究旨在提供有关患者严重程度、综合依从性和医患关系如何影响非专利药转换的初步见解:本研究采用长期回顾性队列设计,分析了来自全国医疗保健数据库的数据。研究对象包括 2014 年 4 月至 2018 年 3 月(4 年)期间因心血管疾病(CVDs)(国际疾病分类第十版)住院并需要采取一级至三级预防措施的各年龄段患者,主要是老年人。我们以临床参数的时间变化为自变量,重点关注转用仿制药的情况。同时还考虑了生活方式因素(吸烟和饮酒)。依从性以包含 11 个要素的综合得分来衡量。医患关系根据医生更换与处方之间的时间间隔来确定。研究采用了逻辑回归分析和倾向评分匹配(PSM),并对医患关系、覆盖天数比例(PDC)和部分人群的依从性进行了补充分析:研究共纳入 48 456 名患者,平均随访时间为(36.1±8.8)个月。平均年龄为(68.3±9.9)岁,体重指数为(23.4±3.4)kg/m2,收缩压为(131.2±15.0)mmHg,低密度脂蛋白胆固醇(LDL-C)为(116.6±29.3)mg/dL,血红蛋白A1c(HbA1c)为(5.9%±0.8%),血清肌酐为(0.9±0.8)mg/dL。逻辑回归分析显示,非专利药转换与收缩压(几率比 [OR],0.996,95% 置信区间 [CI]:0.993-0.999)、血清肌酐水平(OR,0.837,95% CI:0.729-0.962)、谷草转氨酶水平(OR,0.994,95% CI:0.990-0.997)、PDC 评分(OR,0.959,95% CI:0.948-0.970)和依从性评分(OR,0.910,95% CI:0.875-0.947)。此外,随着 HbA1c 水平带和吸烟水平的改善,非专利药物的使用率也在增加(结论:虽然医生对非专利药物的理解会影响患者的选择,但这并不意味着非专利药物的使用率会降低):虽然医生的理解会影响非专利药的选择,但患者的病情(严重程度)和依从性也会影响这一决定。例如,肌酐水平的改善与非专利药的选择有关,而更牢固的医患关系与更高的非专利药使用率有关。如果非专利药的政策推广开始放缓,这些发现可能有助于合理开药。因此,在建立信任的同时预防严重疾病可能会带来临床效益和积极的社会经济成果:
{"title":"Factors Influencing Drug Prescribing for Patients With Hospitalization History in Circulatory Disease-Patient Severity, Composite Adherence, and Physician-Patient Relationship: Retrospective Cohort Study.","authors":"Tomoyuki Takura, Hiroyoshi Yokoi, Asao Honda","doi":"10.2196/59234","DOIUrl":"10.2196/59234","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;With countries promoting generic drug prescribing, their growth may plateau, warranting further investigation into the factors influencing this trend, including physician and patient perspectives. Additional strategies may be needed to maximize the switch to generic drugs while ensuring health care system sustainability, focusing on factors beyond mere low cost. Emphasizing affordability and clarifying other prescription considerations are essential.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;This study aimed to provide initial insights into how patient severity, composite adherence, and physician-patient relationships impact generic switching.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;This study used a long-term retrospective cohort design by analyzing data from a national health care database. The population included patients of all ages, primarily older adults, who required primary-to-tertiary preventive actions with a history of hospitalization for cardiovascular diseases (ICD-10 [International Statistical Classification of Diseases, Tenth Revision]) from April 2014 to March 2018 (4 years). We focused on switching to generic drugs, with temporal variations in clinical parameters as independent variables. Lifestyle factors (smoking and drinking) were also considered. Adherence was measured as a composite score comprising 11 elements. The physician-patient relationship was established based on the interval between physician change and prescription. Logistic regression analysis and propensity score matching were used, along with complementary analysis of physician-patient relationships, proportion of days covered, and adherence for a subset of the population.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The study included 48,456 patients with an average follow-up of 36.1 (SD 8.8) months. The mean age was 68.3 (SD 9.9) years; BMI, 23.4 (SD 3.4) kg/m&lt;sup&gt;2&lt;/sup&gt;; systolic blood pressure, 131.2 (SD 15) mm Hg; low-density lipoprotein cholesterol level, 116.6 (SD 29.3) mg/dL; hemoglobin A&lt;sub&gt;1c&lt;/sub&gt; (HbA&lt;sub&gt;1c&lt;/sub&gt;), 5.9% (SD 0.8%); and serum creatinine level, 0.9 (SD 0.8) mg/dL. Logistic regression analysis revealed significant associations between generic switching and systolic blood pressure (odds ratio [OR] 0.996, 95% CI 0.993-0.999), serum creatinine levels (OR 0.837, 95% CI 0.729-0.962), glutamic oxaloacetic transaminase levels (OR 0.994, 95% CI 0.990-0.997), proportion of days covered score (OR 0.959, 95% CI 0.948-0.97), and adherence score (OR 0.910, 95% CI 0.875-0.947). In addition, generic drug rates increased with improvements in the HbA&lt;sub&gt;1c&lt;/sub&gt; level band and smoking level (P&lt;.01 and P&lt;.001). The group with a superior physician-patient relationship after propensity score matching had a significantly higher rate of generic drug prescribing (51.6%, SD 15.2%) than the inferior relationship group (47.7%, SD17.7%; P&lt;.001).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;Although physicians' understanding influences the choice of generic drugs, pa","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":" ","pages":"e59234"},"PeriodicalIF":5.0,"publicationDate":"2024-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11662190/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142476666","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
An eHealth Intervention to Improve Quality of Life, Socioemotional, and Health-Related Measures Among Older Adults With Multiple Chronic Conditions: Randomized Controlled Trial. 电子健康干预改善老年多重慢性疾病患者的生活质量、社会情绪和健康相关措施:随机对照试验
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-06 DOI: 10.2196/59588
David H Gustafson, Marie-Louise Mares, Darcie Johnston, Olivia J Vjorn, John J Curtin, Gina Landucci, Klaren Pe-Romashko, David H Gustafson, Dhavan V Shah
<p><strong>Background: </strong>In the United States, over 60% of adults aged 65 years or older have multiple chronic health conditions, with consequences that include reduced quality of life, increasingly complex but less person-centered treatment, and higher health care costs. A previous trial of ElderTree, an eHealth intervention for older adults, found socioemotional benefits for those with high rates of primary care use.</p><p><strong>Objective: </strong>This study tested the effectiveness of an ElderTree intervention designed specifically for older patients with multiple chronic conditions to determine whether combining it with primary care improved socioemotional and physical outcomes.</p><p><strong>Methods: </strong>In a nonblinded randomized controlled trial, 346 participants recruited from primary care clinics were assigned 1:1 to the ElderTree intervention or an attention control and were followed for 12 months. All participants were aged 65 years or older and had electronic health record diagnoses of at least three of 11 chronic conditions. Primary outcomes were mental and physical quality of life, psychological well-being (feelings of competence, connectedness, meaningfulness, and optimism), and loneliness. Tested mediators of the effects of the study arm (ElderTree vs active control) on changes in primary outcomes over time were 6-month changes in health coping, motivation, feelings of relatedness, depression, and anxiety. Tested moderators were sex, scheduled health care use, and number of chronic conditions. Data sources were surveys at baseline and 6 and 12 months comprising validated scales, and continuously collected ElderTree usage.</p><p><strong>Results: </strong>At 12 months, 76.1% (134/176) of ElderTree participants were still using the intervention. There was a significant effect of ElderTree (vs control) on improvements over 12 months in mental quality of life (arm × timepoint interaction: b=0.76, 95% CI 0.14-1.37; P=.02; 12-month ∆d=0.15) but no such effect on the other primary outcomes of physical quality of life, psychological well-being, or loneliness. Sex moderated the effects of the study arm over time on mental quality of life (b=1.33, 95% CI 0.09-2.58; P=.04) and psychological well-being (b=1.13, 95% CI 0.13-2.12; P=.03), with stronger effects for women than men. The effect of the study arm on mental quality of life was mediated by 6-month improvements in relatedness (α=1.25, P=.04; b=0.31, P<.001). Analyses of secondary and exploratory outcomes showed minimal effects of ElderTree.</p><p><strong>Conclusions: </strong>Consistent with the previous iteration of ElderTree, the current iteration designed for older patients with multiple chronic conditions showed signs of improving socioemotional outcomes but no impact on physical outcomes. This may reflect the choice of chronic conditions for inclusion, which need not have impinged on patients' physical quality of life. Two ongoing trials are testing more specific vers
背景:在美国,超过60%的65岁或以上的成年人患有多种慢性健康状况,其后果包括生活质量下降,治疗日益复杂但较少以人为本,以及医疗保健费用增加。ElderTree是一种针对老年人的电子健康干预措施,此前的一项试验发现,初级保健使用率高的人对社会情感有好处。目的:本研究测试了专为患有多种慢性疾病的老年患者设计的ElderTree干预措施的有效性,以确定将其与初级保健相结合是否能改善社会情绪和身体结果。方法:在一项非盲随机对照试验中,从初级保健诊所招募了346名参与者,按1:1分配到ElderTree干预组或注意控制组,随访12个月。所有参与者的年龄都在65岁或以上,并且在电子健康记录中至少诊断出11种慢性病中的3种。主要结果是精神和身体生活质量、心理健康(能力感、连通性、意义感和乐观感)和孤独感。随着时间的推移,实验组(接骨木组与主动对照组)对主要结果变化的影响的测试中介是6个月的健康应对、动机、亲缘感、抑郁和焦虑的变化。测试的调节因素是性别、预定的医疗保健使用和慢性病的数量。数据来源是基线、6个月和12个月的调查,包括有效的量表,并持续收集ElderTree的使用情况。结果:12个月时,76.1%(134/176)的参与者仍在使用该干预措施。接骨木组(与对照组相比)在12个月内对改善精神生活质量有显著影响(组与时间点交互作用:b=0.76, 95% CI 0.14-1.37;P = .02点;12个月∆d=0.15),但对身体生活质量、心理健康或孤独感等其他主要结果没有影响。随着时间的推移,性别缓和了研究组对精神生活质量的影响(b=1.33, 95% CI 0.09-2.58;P=.04)和心理健康(b=1.13, 95% CI 0.13-2.12;P=.03),且对女性的影响强于男性。研究组对心理生活质量的影响是由6个月的相关性改善介导的(α=1.25, P= 0.04;结论:与之前的ElderTree迭代一致,当前为患有多种慢性疾病的老年患者设计的迭代显示出改善社会情绪结果的迹象,但对身体结果没有影响。这可能反映了纳入的慢性病的选择,这不必影响患者的身体生活质量。两项正在进行的试验正在测试更具体版本的ElderTree,目标是应对(1)慢性疼痛和(2)由于至少5种慢性疾病而更加虚弱的老年患者。试验注册:ClinicalTrials.gov NCT03387735;https://clinicaltrials.gov/study/NCT03387735.International注册报告标识符(irrid): RR2-10.2196/25175。
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引用次数: 0
Exploring How Older Adults Experience semAPP, a 360° Media-Based Tool for Memory Assessment: Qualitative Study. 探索老年人如何体验semAPP,一个360°基于媒体的记忆评估工具:定性研究。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-05 DOI: 10.2196/56796
Francesca Bruni, Valentina Mancuso, Jonathan Panigada, Marco Stramba-Badiale, Pietro Cipresso, Elisa Pedroli

Background: Technology is already a part of our daily lives, and its influence is growing rapidly. This evolution has not spared the health care field. Nowadays, a crucial challenge is considering aspects such as design, development, and implementation, highlighting their functionality, ease of use, compatibility, performance, and safety when a new technological tool is developed. As noted in many works, the abandonment rate is usually higher when a user has a terrible experience with these instruments. It would be appropriate to incorporate the final users-whether they are patients, health care professionals, or both-in the stages of instrument design to understand their needs and preferences. Since most apps that fail did not include end users and health care professionals in the development phase, their involvement at all stages of app development may increase their commitment and improve integration, self-management, and health outcomes.

Objective: This study aims (1) to develop semAPP (spatial and episodic memory assessment application), a 360° media-based tool, to assess memory in aging by simulating a real-life situation and (2) to test the usability of the app and the connected experience in an end-user population.

Methods: A total of 34 older adults participated in the study: 16 (47%) healthy individuals and 18 (53%) patients with mild cognitive impairment. They used semAPP and completed qualitative and quantitative measures. The app includes 2 parts: object recognition and spatial memory tasks. During the first task, users have to navigate in an apartment freely and visit rooms, and then they must recognize the right map of the house. In the second task, users are immersed in a living room, and they have to encode and then recall some target objects, simulating a relocation. We deployed this app on an 11.2-inch iPad, and we tested its usability and the experience of users interacting with the app. We conducted descriptive analyses for both the entire sample and each subgroup; we also conducted parametric and correlation analyses to compare groups and to examine the relationship between task execution and the virtual experience, as well as the acceptance of technology.

Results: Both groups judged the app as an easy-to-use tool, and they were willing to use it. Moreover, the results match the idea that usability might be influenced by different factors depending on instrument and personal features, such as presentation, functionality, system performance, interactive behavior, attitudes, skills, and personality.

Conclusions: The findings support the possibility of using semAPP in older patients, as well as the importance of designing and evaluating new technological tools, considering not only the general population but also the specific target ones.

背景:科技已经成为我们日常生活的一部分,其影响正在迅速增长。医疗保健领域也未能幸免。如今,一个关键的挑战是在开发新技术工具时考虑设计、开发和实现等方面,突出它们的功能、易用性、兼容性、性能和安全性。正如许多作品所指出的那样,当用户对这些工具有糟糕的体验时,放弃率通常会更高。在仪器设计阶段,将最终用户——无论是患者、卫生保健专业人员,还是两者兼而有之——纳入其中,以了解他们的需求和偏好是合适的。由于大多数失败的应用程序在开发阶段没有包括最终用户和医疗保健专业人员,他们在应用程序开发的各个阶段的参与可能会增加他们的承诺,并改善整合、自我管理和健康结果。目的:本研究旨在(1)开发基于媒体的360°空间与情景记忆评估应用semAPP (spatial and episodic memory assessment application),通过模拟真实情境来评估老年人的记忆;(2)测试该应用的可用性和终端用户群体的连接体验。方法:共34名老年人参与研究,其中16名(47%)健康个体和18名(53%)轻度认知障碍患者。他们使用semAPP并完成定性和定量测量。该应用程序包括两个部分:物体识别和空间记忆任务。在第一个任务中,用户必须在公寓中自由导航并访问房间,然后他们必须识别房屋的正确地图。在第二个任务中,用户沉浸在客厅中,他们必须对一些目标物体进行编码,然后回忆起来,模拟重新定位。我们在一台11.2英寸的iPad上部署了这款应用,并测试了它的可用性和用户与应用交互的体验。我们对整个样本和每个子组进行了描述性分析;我们还进行了参数分析和相关分析,以比较各组,并检查任务执行与虚拟体验之间的关系,以及对技术的接受程度。结果:两组人都认为该应用程序是一个易于使用的工具,他们愿意使用它。此外,结果与可用性可能受到不同因素影响的观点相一致,这些因素取决于工具和个人特征,例如表示、功能、系统性能、交互行为、态度、技能和个性。结论:研究结果支持在老年患者中使用semAPP的可能性,以及设计和评估新技术工具的重要性,既考虑到一般人群,也考虑到特定的目标人群。
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引用次数: 0
Factors Affecting Clinician Readiness to Adopt Smart Home Technology for Remote Health Monitoring: Systematic Review. 影响临床医生采用智能家居技术进行远程健康监测的因素:系统回顾。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-05 DOI: 10.2196/64367
Gordana Dermody, Daniel Wadsworth, Melissa Dunham, Courtney Glass, Roschelle Fritz

Background: The population of older adults worldwide continues to increase, placing higher demands on primary health care and long-term care. The costs of housing older people in care facilities have economic and societal impacts that are unsustainable without innovative solutions. Many older people wish to remain independent in their homes and age in place. Assistive technology such as health-assistive smart homes with clinician monitoring could be a widely adopted alternative to aged-care facilities in the future. While studies have found that older persons have demonstrated a readiness to adopt health-assistive smart homes, little is known about clinician readiness to adopt this technology to support older adults to age as independently as possible.

Objective: The purpose of this systematic review was to identify the factors that affect clinician readiness to adopt smart home technology for remote health monitoring.

Methods: This review was conducted in accordance with the Joanna Briggs Institute methodology for systematic Reviews and followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines for reporting.

Results: Several factors affected clinicians' perspectives on their readiness to adopt smart home technology for remote health monitoring, including challenges such as patient privacy and dignity, data security, and ethical use of "invasive" technologies. Perceived benefits included enhancing the quality of care and outcomes.

Conclusions: Clinicians, including nurses, reported both challenges and benefits of adopting smart home technology for remote health monitoring. Clear strategies and frameworks to allay fears and overcome professional concerns and misconceptions form key parts of the Readiness for Adoption Pathway proposed. The use of more rigorous scientific methods and reporting is needed to advance the state of the science.

Trial registration: PROSPERO International Prospective Register of Systematic Reviews CRD42020195989; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=195989.

背景介绍背景:背景:全球老年人口持续增加,对初级保健和长期护理提出了更高的要求。将老年人安置在护理设施中的成本会对经济和社会产生影响,如果没有创新的解决方案,这种影响是不可持续的。许多老年人希望在家中保持独立,就地养老。辅助技术,如带有临床医生监控功能的健康辅助智能家居,可能成为未来广泛采用的养老护理设施替代方案。研究发现,老年人已表明愿意采用健康辅助型智能家居,但对于临床医生是否愿意采用这种技术来支持老年人尽可能独立地安享晚年却知之甚少:目的本系统综述旨在确定影响临床医生是否愿意采用智能家居技术进行远程健康监测的因素:方法:方法:在开始数据库检索之前,该综述方案已在国际系统综述前瞻性注册中心(PROSPERO,CRD42020195989)注册。本综述根据乔安娜-布里格斯研究所的系统综述方法进行,并遵循系统综述和元分析首选报告项目(PRISMA)指南进行报告:结果:结果:有几个因素影响了临床医生对采用智能家居技术进行远程健康监测的意愿,其中包括患者隐私和尊严、数据安全以及 "侵入性 "技术的道德使用等挑战。他们所认为的好处包括提高护理质量和结果:结论:结论:包括护士在内的临床医生报告了采用智能家居技术进行远程健康监测所面临的挑战和益处。为消除恐惧、克服专业顾虑和误解而制定的明确战略和框架是所建议的 "准备采用路径 "的关键部分。需要使用更严格的科学方法和报告来推动科学发展:在开始数据库搜索之前,该综述方案已在国际系统综述前瞻性注册中心(PROSPERO,CRD42020195989)注册。
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引用次数: 0
Sentiment Dynamics Among Informal Caregivers in Web-Based Alzheimer Communities: Systematic Analysis of Emotional Support and Interaction Patterns. 基于网络的阿尔茨海默病社区中非正式照顾者的情绪动态:情绪支持和互动模式的系统分析。
IF 5 Q1 GERIATRICS & GERONTOLOGY Pub Date : 2024-12-04 DOI: 10.2196/60050
Congning Ni, Qingyuan Song, Qingxia Chen, Lijun Song, Patricia Commiskey, Lauren Stratton, Bradley Malin, Zhijun Yin
<p><strong>Background: </strong>Alzheimer disease and related dementias (ADRD) are a growing global health challenge. ADRD place significant physical, emotional, and financial burdens on informal caregivers and negatively affects their well-being. Web-based social media platforms have emerged as valuable sources of peer support for these caregivers. However, there has been limited investigation into how web-based peer support might influence their mental well-being.</p><p><strong>Objective: </strong>This study aims to examine the dynamics of sentiment scores, a major indicator of mental well-being, among informal ADRD caregivers, specifically how their sentiment changes as they participate in caregiving experience discussions within 2 ADRD web-based communities.</p><p><strong>Methods: </strong>We collected data from 2 large web-based ADRD caregiving communities, ALZConnected (from November 2011 to August 2022) and TalkingPoint (from March 2003 to November 2022). Using the Valence Aware Dictionary for Sentiment Reasoning and Linguistic Inquiry and Word Count, we calculated sentiment scores for each post and evaluated how the initial sentiment score of a topic initiator evolves within a discussion thread. Structured topic modeling and regression analysis were used to identify the primary topics consistently associated with sentiment changes within these threads. We investigated longitudinal sentiment trends to identify patterns of sentimental stability or enhancement due to prolonged engagement in web-based communities by plotting linear interpolation lines of the sentiment values of each individual user.</p><p><strong>Results: </strong>The ALZConnected dataset comprised 532,992 posts, consisting of 57,641 topic threads and 475,351 comments. The TalkingPoint dataset was composed of 846,344 posts, consisting of 81,068 topic threads and 765,276 comments. Our research revealed that topic initiators experienced a notable increase in sentiment as they engaged in subsequent discussions within their threads, with a significant uptick in positivity in the short term. This phenomenon is part of a broader trend of steadily rising positive sentiment among ADRD caregivers. Using structured topic modeling, we cataloged a diverse range of topics that included both emotional aspects, such as family emotions, and practical concerns, such as diagnosis and treatment and everyday care practices. We observed that sentiment scores were positively aligned with discussions about family and daily routines life (coefficient=3.53; P<.001), while topics related to illness (coefficient=-1.37; P<.001) and caregiving facilities (coefficient=-1.98; P<.001) tended to correlate with lower sentiment scores. This evidence highlights the significant impact that both the time of participation and the posting content have on the sentiment changes of caregivers.</p><p><strong>Conclusions: </strong>This study identifies sentiment changes among informal ADRD caregivers through their inter
背景:阿尔茨海默病及相关痴呆(ADRD)是一个日益严重的全球健康挑战。ADRD给非正式照顾者带来了巨大的身体、情感和经济负担,并对他们的福祉产生了负面影响。基于网络的社交媒体平台已经成为这些护理人员同伴支持的宝贵来源。然而,关于网络同伴支持如何影响他们的心理健康的调查有限。目的:本研究旨在研究非正式ADRD照顾者的情绪得分(心理健康的主要指标)的动态,特别是当他们参与2个基于ADRD的网络社区的照顾经验讨论时,他们的情绪是如何变化的。方法:我们收集了2个大型基于网络的ADRD护理社区ALZConnected(2011年11月至2022年8月)和TalkingPoint(2003年3月至2022年11月)的数据。使用情感推理、语言探究和字数统计的价感知词典,我们计算了每篇文章的情感得分,并评估了话题发起者的初始情感得分在讨论线程中的演变情况。使用结构化主题建模和回归分析来确定与这些线程中情绪变化一致的主要主题。我们研究了纵向情感趋势,通过绘制每个用户情感值的线性插值线来确定长期参与网络社区所带来的情感稳定或增强模式。结果:ALZConnected数据集包含532,992篇文章,由57,641个主题线程和475,351条评论组成。TalkingPoint数据集由846,344篇文章组成,包括81,068个主题线程和765,276条评论。我们的研究显示,当话题发起者在他们的话题中进行后续讨论时,他们的情绪会显著增加,在短期内积极性会显著上升。这种现象是ADRD护理人员的积极情绪稳步上升的更广泛趋势的一部分。使用结构化主题建模,我们对各种主题进行了分类,这些主题既包括情感方面,如家庭情感,也包括实际问题,如诊断、治疗和日常护理实践。我们观察到情绪得分与家庭和日常生活的讨论呈正相关(系数=3.53;结论:本研究通过两个广泛的网络社区的互动,确定了非正式ADRD照顾者的情绪变化。这些发现强调了在主题线索中早期情感支持的重要性,并表明随着时间的推移,这些社区的情绪主要是积极的。这些进一步突出了基于网络的同伴支持的价值及其增强非正式ADRD照料者情感健康的潜力。
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JMIR Aging
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