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Personalized Informational Support for Patients With Hypertension: Single-Arm Pretest-Posttest Study. 高血压患者个性化信息支持:单臂前测后测研究
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-26 DOI: 10.2196/82147
Chuanying Huang, Rong Yang, Lidi Liu, Yu Jia, Xiaoyang Liao

Background: Informational support has been demonstrated to enhance patients' treatment adherence. However, which specific mode of informational support is more effective for patients with hypertension remains undetermined.

Objective: The primary objective of this study was to conduct a feasibility exploration of personalized informational support in patients with hypertension using a single-arm pretest-posttest design.

Methods: A prospective, single-center, pretest-posttest study was used to investigate the feasibility of providing an informational support intervention to patients with hypertension attending a community health facility in Chengdu, China. The intervention combined in-person follow-ups and telephone counseling. Adherence and clinical outcomes (blood pressure, ambulatory blood pressure, and laboratory tests) were measured at baseline and the postintervention time point. Patients' health behaviors were assessed at baseline and the postintervention time point using validated structured questionnaires. Descriptive statistics and effect sizes were calculated to determine clinically important changes relative to baseline.

Results: Significant improvements were observed: medication adherence scores increased by 0.65 points (95% CI 0.38-0.91; P<.001). Nutrition scores increased by 1.31 points (95% CI 0.53-2.09; P<.001), interpersonal relationship scores increased by 1.17 points (95% CI 1.03-2.02; P=.007), health responsibility scores increased by 2.42 points (95% CI 0.33-3.80; P=.001), and the total Health-Promoting Lifestyle Profile II-Revised score significantly increased by 6.81 points (95% CI 3.01-10.61; P=.001). Nighttime systolic blood pressure decreased significantly by 5.07 mm Hg (95% CI -8.12 to -2.01; P=.001), and nighttime diastolic blood pressure decreased significantly by 3.39 mm Hg (95% CI -5.12 to -1.67; P<.001).

Conclusions: This feasibility study found that a structured informational support intervention was well accepted (93/100, 93% retention) and was associated with preliminary improvements in medication adherence and nocturnal blood pressure. These findings suggest potential benefits and support the need for a definitive randomized controlled trial to establish efficacy.

背景:信息支持已被证明可以提高患者的治疗依从性。然而,哪种特定的信息支持模式对高血压患者更有效仍未确定。目的:本研究的主要目的是采用单臂前测后测设计对高血压患者进行个性化信息支持的可行性探索。方法:采用一项前瞻性、单中心、前测后测研究,探讨在中国成都一家社区卫生机构为高血压患者提供信息支持干预的可行性。干预结合了面对面的随访和电话咨询。在基线和干预后时间点测量依从性和临床结果(血压、动态血压和实验室检查)。在基线和干预后时间点使用有效的结构化问卷评估患者的健康行为。计算描述性统计和效应量,以确定相对于基线的临床重要变化。结果:观察到显著改善:药物依从性评分提高0.65分(95% CI 0.38-0.91);结论:本可行性研究发现,结构化信息支持干预被很好地接受(93/100,保留率93%),并与药物依从性和夜间血压的初步改善相关。这些发现提示了潜在的益处,并支持需要一个明确的随机对照试验来确定疗效。
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引用次数: 0
An Innovative Population Health Tool for Overall Health Status Assessment: Prospective Observational Study. 一种用于整体健康状况评估的创新性人群健康工具:前瞻性观察研究。
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-26 DOI: 10.2196/74101
Bibina Tuty Umaira Hj Abd Hamid, Ronald Wihal Oei, Norhayati Kassim, Ryutaro Oikawa, Norzawani Ishak, Si Yee Chan, Jane Tey, Pijika Watcharapichat, Joshua Lam, Pg Dr Noor Azmi Mohammad

Background: The World Health Organization reported that noncommunicable diseases (NCDs) contribute to around 74% of deaths worldwide. A similar phenomenon can also be observed in Brunei Darussalam. One of the most cost-effective approaches to control the growing burden of NCDs is to reduce related modifiable risk factors.

Objective: This study aims to propose a composite health score called Health Index, inspired by the 6 pillars of lifestyle medicine, which acts as a measure of health and can show how health changes over time at an individual and national level.

Methods: Health Index is a series of questionnaires that captures users' health status on several domains of health and, upon completion, the users are categorized as either healthy, at risk, or in poor health. Users will also be able to view health advice based on their answers to the questionnaires.

Results: The field testing results show Health Index as a promising population health management tool. 13.8% (166/1200) of the targeted users completed Health Index within 1 month, with 85% (1019/1200) of them in the "At Risk" category. We also identified diet as the most prominent health issue.

Conclusions: In conclusion, the Health Index potentially enables early detection and management of NCD risk factors to mitigate the high cost of advanced disease and complications. In the future, we aim to retrospectively and prospectively validate the Health Index through several statistical analyses.

背景:世界卫生组织报告称,非传染性疾病(NCDs)导致全球约74%的死亡。在文莱达鲁萨兰国也可以观察到类似的现象。控制日益加重的非传染性疾病负担的最具成本效益的方法之一是减少相关的可改变风险因素。目的:受生活方式医学六大支柱的启发,本研究旨在提出一种称为健康指数的综合健康评分,作为健康的衡量标准,可以显示个人和国家层面的健康状况随时间的变化。方法:健康指数是一系列调查问卷,收集用户在几个健康领域的健康状况,完成后,用户被分类为健康、有风险或健康状况不佳。用户还可以根据他们对问卷的回答查看健康建议。结果:现场试验结果表明,健康指数是一种很有前途的人群健康管理工具。13.8%(166/1200)的目标用户在1个月内完成了健康指数,其中85%(1019/1200)属于“危险”类别。我们还认为饮食是最突出的健康问题。结论:总之,健康指数有可能使非传染性疾病风险因素的早期发现和管理,以减轻晚期疾病和并发症的高成本。在未来,我们的目标是通过一些统计分析来回顾性和前瞻性地验证健康指数。
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引用次数: 0
Central Neuromuscular Reactivation Using Digital Mindfulness and Motor Imagery Intervention for Chronic Knee Pain in Patients With Obesity: Prospective, Single-Center Study. 使用数字正念和运动意象干预治疗肥胖患者慢性膝关节疼痛的中枢神经肌肉再激活:前瞻性单中心研究。
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-26 DOI: 10.2196/82270
Jerome Murgier, Bertrand Garet, Sonja Murgier, Guillaume Zunzarren

Background: Chronic musculoskeletal pain, particularly in patients with obesity, poses significant challenges due to increased pain sensitivity, reduced mobility, and systemic inflammation. Obesity aggravates mechanical constraints on the joints and increases systemic inflammation, exacerbating certain medical conditions and making conventional therapeutic approaches less likely to succeed. Conventional therapies often show limited efficacy, necessitating innovative approaches.

Objective: This pilot study evaluated the short-term effectiveness of a mindfulness and motor imagery-based intervention delivered via an app (SAS YUZIT), on the pain, functionality, and quality of life of patients with obesity and chronic knee pain.

Methods: A prospective, single-center study was conducted over 1 month by including 30 patients (BMI >30 kg/m2) experiencing chronic knee pain (≥3 months) who did not need surgery. Patients underwent two video-guided motor imagery sessions, focusing on neuromuscular reactivation. Functional scores, including the Single Assessment Numeric Evaluation (SANE) score, Knee Injury and Osteoarthritis Outcome Score (KOOS), and 36-Item Short Form Health Survey (SF-36) score, were assessed before and after intervention. Paired t tests were used to analyze score improvements, with P<.05 deemed significant.

Results: Significant improvements were observed across all parameters. The mean overall SANE score improved by 51% (P<.001). The minimal clinically important difference was therefore approximately 6.7 points. The observed mean improvement (25 points) exceeded this threshold by more than threefold, indicating a clinically meaningful improvement in functional status. The mean (SD) KOOS score increased by 56% (P<.001) from 40.89 (16.7) to 63.79 (14.6). The mean (SD) SF-36 scores showed substantial enhancements in both physical (from 39.7 [20.8] to 65.9 [18.8]; +66%; P<.001) and mental components (from 47.2 [23.1] to 64 [21]; +36%; P<.001). Patient satisfaction with this method was rated 4.5/5, and no adverse effects were reported.

Conclusions: Video-guided motor imagery demonstrated significant efficacy in reducing pain and improving the functionality and quality of life of patients with obesity and chronic knee pain. By targeting central neuromuscular circuits through guided visualization exercises, this non-invasive intervention addresses central activation dysfunction, a proposed novel concept in neuromuscular disorders that originates from hypotheses derived from clinical observations. This interesting concept requires further exploration to ensure its neurophysiological validation through future studies with larger sample sizes, control groups, and long-term follow-ups, all of which could explore CAD as a therapeutic target.

背景:慢性肌肉骨骼疼痛,特别是肥胖患者,由于疼痛敏感性增加,活动能力降低和全身性炎症,带来了重大挑战。肥胖加重了关节的机械约束,增加了全身炎症,使某些疾病恶化,使传统的治疗方法不太可能成功。传统疗法的疗效往往有限,需要创新的方法。目的:本初步研究评估了通过应用程序(SAS YUZIT)提供的基于正念和运动图像的干预对肥胖和慢性膝关节疼痛患者的疼痛、功能和生活质量的短期有效性。方法:一项为期1个月的前瞻性单中心研究,纳入30例慢性膝关节疼痛(≥3个月)且不需要手术的患者(BMI bb0 30 kg/m2)。患者接受了两次视频引导的运动图像训练,重点是神经肌肉再激活。在干预前后评估功能评分,包括单一评估数字评估(SANE)评分、膝关节损伤和骨关节炎结局评分(oos)和36项简短健康调查(SF-36)评分。配对t检验用于分析得分改善,结果:在所有参数中观察到显着改善。结论:视频引导运动成像在减轻肥胖和慢性膝关节疼痛患者的疼痛、改善功能和生活质量方面具有显著疗效。通过引导可视化练习靶向中枢神经肌肉回路,这种非侵入性干预解决了中枢激活功能障碍,这是神经肌肉疾病的一个新概念,起源于临床观察的假设。这个有趣的概念需要进一步的探索,以确保其神经生理学的有效性,通过未来更大的样本量、对照组和长期随访的研究,所有这些都可以探索CAD作为治疗靶点。
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引用次数: 0
An Integrated Multilevel Mental Health Support System for University Students: 4-Year Longitudinal Observational Study. 综合多层次大学生心理健康支持系统:4年纵向观察研究。
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-26 DOI: 10.2196/67089
Szilvia Vincze, Antal Bugán, Karolina Kósa, Zoltán Bács
<p><strong>Background: </strong>University students, in the life stage of emerging adulthood, struggle with a number of mental health problems around the world, mostly due to difficulties related to their studies and social relations. Though most students are aware of their problems, health-seeking behavior tends to lag behind. The COVID-19 pandemic aggravated mental health problems among students. In response, the University of Debrecen developed an integrated, multilevel model system aimed at the screening, prevention, and treatment of students' mental health problems.</p><p><strong>Objective: </strong>This paper describes the testing of the integrated, multilevel model system aimed at the screening, prevention, and treatment of students' mental health problems.</p><p><strong>Methods: </strong>The new system consists of data collection and intervention or service functions with 2 levels of informal digital, and 3 with partly digital, partly personal service modalities. Students access the system through a dedicated smartphone app that offers other university-related functions requiring personal login. One function of the app involves a mood report with 3 categories (awful, acceptable, and good), of which one per day can be submitted by students. Based on this report, further services are offered. According to the weekly patterns of the mood report, responding students may be directed to the second level, at which screening for depression or willingness to participate in peer groups is assessed. Depending on the responses, students are referred to personal (face-to-face) services at the secondary level for intervention. Aggregated reporting for leadership on the use of functions is available at all levels, which can be used to make decisions regarding the expansion of services or creating new ones.</p><p><strong>Results: </strong>The model was launched in September 2020 and was tested for 45 months. After an initial increase in use, approximately 29% (8673/29,045) of all students provided mood reports (the University of Debrecen student population on October 15, 2024, was 29,045 students; the student population using the mobile app mood report was 8673 students). The percentage of students reporting a bad mood varied between 8.9% (26,465/297,372) and 12.2% (36,280/297,372) in the test period, while 50% (151,548/297,372 reports) of students reported being in a good mood. There was a marked pattern of increased use of mood reporting during the fall and spring study periods, while usage prominently decreased during the examination period and summer recess.</p><p><strong>Conclusions: </strong>The 4-year trial period demonstrated that the mood report embedded in the mobile app can identify students with a potentially increased risk of mental health problems in need of support without stigmatization. The unique feature of our model seems to be its app-based screening at the first level and its hierarchy integrating digital and personal services. The s
背景:大学生,在即将成年的人生阶段,在世界范围内与一些心理健康问题作斗争,主要是由于与他们的学习和社会关系有关的困难。虽然大多数学生意识到他们的问题,但寻求健康的行为往往滞后。新冠肺炎疫情加剧了学生的心理健康问题。作为回应,德布勒森大学开发了一个综合的、多层次的模型系统,旨在筛选、预防和治疗学生的心理健康问题。目的:对面向学生心理健康问题筛查、预防和治疗的综合多层次模型系统进行检验。方法:新系统包括2个非正式数字化层次的数据收集和干预或服务功能,3个部分数字化、部分个性化的服务模式。学生通过专用的智能手机应用程序访问该系统,该应用程序提供其他需要个人登录的大学相关功能。该应用程序的一个功能包括一份情绪报告,分为3个类别(糟糕、可接受和良好),学生每天可以提交一份。在此报告的基础上,提供进一步的服务。根据每周情绪报告的模式,做出反应的学生可能会被引导到第二级,在这个级别上,对抑郁症的筛查或参与同伴团体的意愿进行评估。根据学生的反应,学生被转介到二级的个人(面对面)服务进行干预。所有级别的领导都可以获得关于功能使用情况的汇总报告,这些报告可用于就扩展服务或创建新服务作出决策。结果:该模型于2020年9月上线,并进行了45个月的测试。在最初的使用增加后,大约29%(8673/29,045)的学生提供了情绪报告(2024年10月15日,德布勒森大学的学生人数为29,045人;使用移动应用程序情绪报告的学生人数为8673人)。在测试期间,报告心情不好的学生比例在8.9%(26,465/297,372)和12.2%(36,280/297,372)之间变化,而50%(151,548/297,372)的学生报告心情良好。在秋季和春季学习期间,使用情绪报告的人数明显增加,而在考试期间和暑假期间,使用情绪报告的人数明显减少。结论:为期4年的试验表明,嵌入在移动应用程序中的情绪报告可以识别出需要支持的潜在心理健康问题风险增加的学生,而不会产生污名化。我们的模式的独特之处在于它在第一级的基于应用程序的筛选,以及它整合了数字和个人服务的层次结构。该系统提供了一个易于遵循的从数字到个人服务的路径,以及学生心理健康的特定时间数据,以供大学领导促进新服务的发展。
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引用次数: 0
Early Evaluation of IMAGINATOR 2.0 Intervention Targeting Self-Harm in Young People: Single-Arm Feasibility Trial. 针对青少年自我伤害的IMAGINATOR 2.0干预的早期评价:单组可行性试验。
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-26 DOI: 10.2196/79496
Athina Servi, Emily Gardner-Bougaard, Saida Mohamed, Aaron McDermott, Rachel Rodrigues, Ben Aveyard, Nejra Van Zalk, Adam Hampshire, Lindsay Dewa, Martina Di Simplicio
<p><strong>Background: </strong>Self-harm (SH) affects around 20% of all young people in the United Kingdom. Treatment options for SH remain limited and those available are long and costly and may not suit all young people. There is an urgent need to develop new scalable interventions to address this gap. IMAGINATOR is a novel imagery-based intervention targeting SH initially developed for individuals aged 16 to 25 years. It is a blended digital intervention delivering functional imagery training via therapy sessions and a smartphone app.</p><p><strong>Objective: </strong>This study aimed to pilot a new version of the app, IMAGINATOR 2.0, extended to adolescents from the age of 12 years and coproduced with a diverse group of young people with lived experience. Our aim was also to test the feasibility and acceptability of delivering IMAGINATOR 2.0 in secondary mental health services.</p><p><strong>Methods: </strong>A total of 4 co-design workshops were conducted online with UK-based lived-experience co-designers aged 14-25 years to develop the IMAGINATOR 2.0 app. The intervention was then piloted with participants recruited from West London NHS Trust Tier 2 Child and Adolescent Mental Health Services and adult Mental Health Integrated Network Teams. Participants received 3 face-to-face functional imagery training sessions in which the app was introduced and 5 brief phone support sessions. Outcome assessments were conducted after completing therapy, approximately 3 months post baseline. Two focus groups gathered the therapists' perspectives on IMAGINATOR 2.0's acceptability and means of improvement. For quantitative data, descriptives are reported. Qualitative data were analyzed using a coproduced thematic analysis method with young people with lived experiences.</p><p><strong>Results: </strong>Overall, 83 participants were referred, and 29 (gender: n=28 women, n=1 transgender; mean age 18.9, SD 3.74 years) were eligible and completed screening. Of the 27 participants who started, 59% (n=16) completed therapy per protocol, while only 15 (55.6%) completed the quantitative outcome assessment. There was an overall reduction in the number of SH episodes over 3 months from pre- to postintervention (baseline: median 7, IQR 3.5-21.5 months; postintervention: median 0, IQR 0-7 months; median difference=-6.5; r=0.69). Six themes were identified through thematic analysis of therapists' feedback, including mental imagery's potential and boundaries, therapy expectations, experience and effectiveness, accessibility of digital support, and adaptation of the IMAGINATOR 2.0 app to complement care pathways. The app was valued by therapists who highlighted the need for an intervention like IMAGINATOR 2.0 in their services.</p><p><strong>Conclusions: </strong>IMAGINATOR 2.0 shows initial promise as an acceptable brief intervention targeting SH in young people under adolescent and adult mental health services. Challenges with attrition need to be addressed for a defin
背景:自残(SH)影响了大约20%的英国年轻人。性传播疾病的治疗方案仍然有限,可用的治疗时间长、费用高,可能不适合所有年轻人。迫切需要制定新的可扩展干预措施来弥补这一差距。IMAGINATOR是一种新颖的基于图像的干预措施,最初针对16至25岁的个体开发。这是一种混合的数字干预,通过治疗课程和智能手机应用程序提供功能图像训练。目的:本研究旨在试验新版本的应用程序IMAGINATOR 2.0,该应用程序扩展到12岁以上的青少年,并与不同群体的有生活经验的年轻人共同制作。我们的目的还在于测试在二级精神卫生服务中提供IMAGINATOR 2.0的可行性和可接受性。方法:共与14-25岁的英国现场体验共同设计师在线进行了4次共同设计研讨会,以开发IMAGINATOR 2.0应用程序。然后,从西伦敦NHS信托二级儿童和青少年心理健康服务和成人心理健康综合网络团队招募的参与者进行了干预试验。参与者接受了3次面对面的功能图像培训,其中介绍了该应用程序,并接受了5次简短的电话支持。完成治疗后,基线后约3个月进行结果评估。两个焦点小组收集了治疗师对IMAGINATOR 2.0的可接受性和改进方法的看法。对于定量数据,报告描述。定性数据的分析采用与有生活经历的年轻人共同产生的主题分析方法。结果:总的来说,83名参与者被推荐,29名(性别:n=28名女性,n=1名跨性别者,平均年龄18.9岁,SD 3.74岁)符合条件并完成了筛查。在27名开始的参与者中,59% (n=16)完成了每个方案的治疗,而只有15名(55.6%)完成了定量结果评估。从干预前到干预后,3个月内SH发作次数总体减少(基线:中位数为7,IQR为3.5-21.5个月;干预后:中位数为0,IQR为0-7个月;中位数差异=-6.5;r=0.69)。通过对治疗师反馈的主题分析,确定了六个主题,包括心理意象的潜力和边界、治疗期望、经验和有效性、数字支持的可及性,以及改编IMAGINATOR 2.0应用程序以补充护理途径。这款应用受到了治疗师的重视,他们强调在他们的服务中需要像IMAGINATOR 2.0这样的干预。结论:在青少年和成人心理健康服务中,IMAGINATOR 2.0作为一种针对青少年性传播疾病的可接受的短期干预显示出初步的希望。需要解决损耗的挑战,以确定随机对照试验来测试干预效果。试验注册:ClinicalTrials.gov NCT06311084;https://clinicaltrials.gov/study/NCT06311084。
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引用次数: 0
Patient-Provider Matching, Engagement, and Outcomes of a Digital Mental Health Treatment Platform: Real-World Retrospective Cohort Study. 数字心理健康治疗平台的患者-提供者匹配、参与和结果:现实世界回顾性队列研究。
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-23 DOI: 10.2196/81121
Valerie L Forman-Hoffman, Edward Hsyeh, Manoj Kanagaraj, Alexander Gille, Matthew Ceneviva, Cynthia Grant
<p><strong>Background: </strong>Technology-enabled mental health platforms that incorporate user-driven patient-provider matching may offer a novel way to personalize and optimize outcomes. We conducted this study because little is known about the engagement and clinical symptom changes of these newer types of mental health platforms and whether patient-driven selection of their provider's characteristics is associated with either engagement or clinical outcomes.</p><p><strong>Objective: </strong>This study aimed to determine the levels of engagement and clinical symptom changes associated with the use of a technology-enabled mental health platform that allows patients to select preferred provider characteristics and to explore whether the selection of a provider characteristic was associated with engagement and clinical outcomes.</p><p><strong>Methods: </strong>We conducted a real-world, retrospective cohort study using deidentified electronic health data from adult Grow Therapy patients aged 18 years or older with clinically elevated depressive or anxiety symptoms at baseline (PHQ-9 [Patient Health Questionnaire-9] > 9 or GAD-7 [Generalized Anxiety Disorder-7] > 9). Inclusion required 1 provider visit (intent-to-treat cohort) for engagement analyses; clinical outcome analyses required 2 or more provider visits (complete case cohort). Engagement with the platform was measured by the number of provider visits. Clinical outcomes were measured using changes in PHQ-9 and GAD-7 scores and defined as meeting a minimal clinically important difference (MCID). Bivariate associations between selection of provider characteristics and outcomes were measured using chi-square tests, and adjusted associations were modeled using logistic regression (P<.05).</p><p><strong>Results: </strong>Among 159,448 patients with elevated depressive symptoms and 167,356 patients with elevated anxiety symptoms, engagement was high, with 69.4% (95% CI 69.2%-69.7%) and 69.3% (95% CI 69.1%-69.5%) having 3 or more visits, respectively. In the complete case cohort, symptom reductions were significant; 58.9% (95% CI 58.5%-59.2%) met depressive symptom MCID criteria, and 63% (95% CI 62.6%-63.3%) met anxiety symptom MCID criteria after engagement. Although only ≈35% of patients selected a provider specialty and ≈5% selected a provider identity before enrollment, those selecting a provider specialty experienced significantly better outcomes, and those selecting a provider identity engaged significantly more frequently as compared to those who did not select each characteristic. Sensitivity analyses confirmed these findings.</p><p><strong>Conclusions: </strong>This exploratory, real-world, uncontrolled study provides early evidence that allowing patients to select provider characteristics within a technology-enabled mental health platform may support both engagement and meaningful symptom improvement. The investigation of the relationship between mental telehealth provider selection ch
背景:技术支持的心理健康平台结合用户驱动的患者-提供者匹配可能提供一种个性化和优化结果的新方法。我们之所以进行这项研究,是因为我们对这些新型心理健康平台的参与和临床症状变化知之甚少,也不知道患者对提供者特征的选择是否与参与或临床结果有关。目的:本研究旨在确定与使用技术支持的心理健康平台相关的参与水平和临床症状变化,该平台允许患者选择首选提供者特征,并探讨提供者特征的选择是否与参与和临床结果相关。方法:我们进行了一项真实世界的回顾性队列研究,使用来自18岁或以上的成人生长治疗患者的未识别电子健康数据,这些患者在基线时临床抑郁或焦虑症状升高(PHQ-9[患者健康问卷-9]bbbb9或GAD-7[广泛性焦虑障碍-7]bbbb9)。纳入需要1次提供者访问(意向治疗队列)进行参与度分析;临床结果分析需要2次或更多的医生访问(完整病例队列)。通过访问供应商的次数来衡量与平台的互动。使用PHQ-9和GAD-7评分的变化来衡量临床结果,并将其定义为满足最小临床重要差异(MCID)。使用卡方检验测量提供者特征选择与结果之间的双变量关联,并使用逻辑回归建模调整关联(结果:在159,448例抑郁症状升高的患者和167,356例焦虑症状升高的患者中,参与度很高,分别有69.4% (95% CI 69.2%-69.7%)和69.3% (95% CI 69.1%-69.5%)就诊3次或3次以上。在完整的病例队列中,症状减轻是显著的;58.9% (95% CI 58.5%-59.2%)符合抑郁症状MCID标准,63% (95% CI 62.6%-63.3%)符合焦虑症状MCID标准。虽然只有≈35%的患者在入组前选择了提供者专业,≈5%的患者选择了提供者身份,但选择提供者专业的患者获得了明显更好的结果,与没有选择每种特征的患者相比,选择提供者身份的患者参与的频率明显更高。敏感性分析证实了这些发现。结论:这项探索性的、真实的、非受控的研究提供了早期证据,表明允许患者在技术支持的心理健康平台中选择提供者的特征可能会支持参与和有意义的症状改善。对心理远程医疗提供者选择特征与参与和临床结果之间关系的调查是对同行评议文献的新颖补充。研究结果强调了用户驱动的、可扩展的匹配特征如何以不同于传统的基于任务的模型的方式个性化精神卫生保健,并强调需要更严格的对照研究来证明有效性和测试因果关系和机制。
{"title":"Patient-Provider Matching, Engagement, and Outcomes of a Digital Mental Health Treatment Platform: Real-World Retrospective Cohort Study.","authors":"Valerie L Forman-Hoffman, Edward Hsyeh, Manoj Kanagaraj, Alexander Gille, Matthew Ceneviva, Cynthia Grant","doi":"10.2196/81121","DOIUrl":"10.2196/81121","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Technology-enabled mental health platforms that incorporate user-driven patient-provider matching may offer a novel way to personalize and optimize outcomes. We conducted this study because little is known about the engagement and clinical symptom changes of these newer types of mental health platforms and whether patient-driven selection of their provider's characteristics is associated with either engagement or clinical outcomes.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;This study aimed to determine the levels of engagement and clinical symptom changes associated with the use of a technology-enabled mental health platform that allows patients to select preferred provider characteristics and to explore whether the selection of a provider characteristic was associated with engagement and clinical outcomes.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;We conducted a real-world, retrospective cohort study using deidentified electronic health data from adult Grow Therapy patients aged 18 years or older with clinically elevated depressive or anxiety symptoms at baseline (PHQ-9 [Patient Health Questionnaire-9] &gt; 9 or GAD-7 [Generalized Anxiety Disorder-7] &gt; 9). Inclusion required 1 provider visit (intent-to-treat cohort) for engagement analyses; clinical outcome analyses required 2 or more provider visits (complete case cohort). Engagement with the platform was measured by the number of provider visits. Clinical outcomes were measured using changes in PHQ-9 and GAD-7 scores and defined as meeting a minimal clinically important difference (MCID). Bivariate associations between selection of provider characteristics and outcomes were measured using chi-square tests, and adjusted associations were modeled using logistic regression (P&lt;.05).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Among 159,448 patients with elevated depressive symptoms and 167,356 patients with elevated anxiety symptoms, engagement was high, with 69.4% (95% CI 69.2%-69.7%) and 69.3% (95% CI 69.1%-69.5%) having 3 or more visits, respectively. In the complete case cohort, symptom reductions were significant; 58.9% (95% CI 58.5%-59.2%) met depressive symptom MCID criteria, and 63% (95% CI 62.6%-63.3%) met anxiety symptom MCID criteria after engagement. Although only ≈35% of patients selected a provider specialty and ≈5% selected a provider identity before enrollment, those selecting a provider specialty experienced significantly better outcomes, and those selecting a provider identity engaged significantly more frequently as compared to those who did not select each characteristic. Sensitivity analyses confirmed these findings.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;This exploratory, real-world, uncontrolled study provides early evidence that allowing patients to select provider characteristics within a technology-enabled mental health platform may support both engagement and meaningful symptom improvement. The investigation of the relationship between mental telehealth provider selection ch","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e81121"},"PeriodicalIF":2.0,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12881904/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029543","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
Creative Arts to Enhance Cervical Cancer Awareness Using Art-Based Messages From a Nigerian Crowdsourcing Open Call: Qualitative Thematic Analysis. 创意艺术利用尼日利亚众包公开征集的艺术信息提高宫颈癌意识:定性主题分析。
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-23 DOI: 10.2196/76240
Abdulhammed O Babatunde, Ekenechukwu Kokelu, Olufunto A Olusanya, Peter Kalulu, Agatha E Wapmuk, Titilola Gbaja-Biamila, Temitope Ojo, Ucheoma Nwaozuru, Chisom Obi-Jeff, Onyekachukwu Anikamadu, Folahanmi T Akinsolu, Hong Xian, Jennifer S Smith, Kayode O Ajenifuja, Jason J Ong, Benedict N Azuogu, Collins O Airhihenbuwa, Joseph D Tucker, Oliver C Ezechi, Juliet Iwelunmor
<p><strong>Background: </strong>Cervical cancer is a leading cause of cancer deaths among women in Nigeria, yet awareness is low. Historically, art has served as a medium for processing emotions and sharing experiences, which can be effective in promoting health and behavior change.</p><p><strong>Objective: </strong>This study aimed to examine art submissions and social media engagement from a Nigerian crowdsourcing open call to inform co-designed strategies for cervical cancer prevention among women.</p><p><strong>Methods: </strong>This study reported following the SRQR (Standard Reporting for Qualitative Research) guideline. From October to November 2023, we launched an open call for art on social media, inviting adult women to submit artwork that raises awareness about cervical cancer prevention. Participants' submissions were anonymized and reviewed by an independent panel of judges. A total of 6 finalists were selected to participate in a social media contest during Cervical Cancer Elimination Week, and 3 winners were identified based on total social media likes and comments, as well as grading rubric scores. We analyzed participants' art entries through thematic analysis in six steps: (1) familiarization, (2) creating categories, (3) identifying themes, (4) reviewing themes, (5) defining themes, and (6) discussing findings. The emerging themes included using art to express emotions, to convey health-related content, and to use art as a form of self-regulation, which were further analyzed using the Relationships and Expectations domain of the PEN-3 (perceptions, enablers, and nurturers) cultural model.</p><p><strong>Results: </strong>A total of 43 entries from participants aged 18-27 (mean 22.2, SD 2.6) years were analyzed. The entries included visuals (n=14), audiovisual (n=14), text (n=14), and audio (n=1). Most entries (42/43, 97.6%) focused on cervical cancer and human papillomavirus, covering definitions, risk factors, treatment, and prevention. Using the PEN-3 cultural model's Relationships and Expectations domain for analysis, 62.8% (27/43) addressed "perceptions" of art as a means of mental and emotional expression, reflecting feelings such as humor, sadness, hope, faith, unity, and fear related to cervical cancer prevention. A majority (34/43, 79.1%) aimed to promote human papillomavirus screening and vaccination and were categorized as "enablers," viewing art as a tool for health awareness, including educational resources. Additionally, 7% (3/43) included "nurturers," representing self-regulation addressing stresses linked to having relatives with cervical cancer. Six finalist entries were shared on social media to promote cervical cancer awareness, reaching 8685 individual Instagram accounts and generating 2727 likes and 782 comments.</p><p><strong>Conclusions: </strong>This study used art to increase awareness about cervical cancer on social media. Art can serve as a tool for promoting health by incorporating visual, emotional, a
背景:宫颈癌是尼日利亚妇女癌症死亡的主要原因之一,但人们对此的认识很低。从历史上看,艺术一直是处理情绪和分享经验的媒介,可以有效地促进健康和行为改变。目的:本研究旨在研究尼日利亚众包公开呼吁提交的艺术作品和社交媒体参与情况,为妇女预防宫颈癌的共同设计策略提供信息。方法:本研究遵循SRQR(定性研究标准报告)指南进行报告。从2023年10月到11月,我们在社交媒体上发起了艺术公开征集,邀请成年女性提交艺术作品,提高人们对宫颈癌预防的认识。参与者的提交是匿名的,并由一个独立的评审小组进行审查。在消除宫颈癌周期间,共有6名决赛选手被选中参加社交媒体比赛,根据社交媒体上的总点赞和评论以及评分评分,确定了3名获胜者。我们通过主题分析来分析参与者的艺术作品,分为六个步骤:(1)熟悉,(2)创建类别,(3)确定主题,(4)审查主题,(5)定义主题,(6)讨论发现。新出现的主题包括使用艺术来表达情感,传达与健康相关的内容,并将艺术作为一种自我调节的形式,使用PEN-3(感知、使能者和养育者)文化模型的关系和期望领域进一步分析。结果:共分析了来自18-27岁(平均22.2岁,标准差2.6岁)参与者的43个条目。参赛作品包括视觉(n=14)、视听(n=14)、文本(n=14)和音频(n=1)。大多数条目(42/43,97.6%)集中于宫颈癌和人乳头瘤病毒,涵盖定义、危险因素、治疗和预防。使用pen3文化模型的关系和期望域进行分析,62.8%(27/43)的人将艺术的“感知”作为精神和情感表达的手段,反映了与宫颈癌预防相关的幽默、悲伤、希望、信仰、团结和恐惧等情感。大多数(34/43,79.1%)旨在促进人乳头瘤病毒筛查和疫苗接种,并被归类为“推动者”,将艺术视为提高健康意识的工具,包括教育资源。此外,7%(3/43)包括“养育者”,代表自我调节,解决与患有宫颈癌的亲属有关的压力。六个入围作品在社交媒体上分享,以提高人们对宫颈癌的认识,达到8685个个人Instagram账户,获得2727个赞和782条评论。结论:这项研究利用艺术来提高人们在社交媒体上对宫颈癌的认识。艺术可以作为一种促进健康的工具,通过结合视觉、情感和上下文信息来影响目标受众的行为。
{"title":"Creative Arts to Enhance Cervical Cancer Awareness Using Art-Based Messages From a Nigerian Crowdsourcing Open Call: Qualitative Thematic Analysis.","authors":"Abdulhammed O Babatunde, Ekenechukwu Kokelu, Olufunto A Olusanya, Peter Kalulu, Agatha E Wapmuk, Titilola Gbaja-Biamila, Temitope Ojo, Ucheoma Nwaozuru, Chisom Obi-Jeff, Onyekachukwu Anikamadu, Folahanmi T Akinsolu, Hong Xian, Jennifer S Smith, Kayode O Ajenifuja, Jason J Ong, Benedict N Azuogu, Collins O Airhihenbuwa, Joseph D Tucker, Oliver C Ezechi, Juliet Iwelunmor","doi":"10.2196/76240","DOIUrl":"10.2196/76240","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Cervical cancer is a leading cause of cancer deaths among women in Nigeria, yet awareness is low. Historically, art has served as a medium for processing emotions and sharing experiences, which can be effective in promoting health and behavior change.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;This study aimed to examine art submissions and social media engagement from a Nigerian crowdsourcing open call to inform co-designed strategies for cervical cancer prevention among women.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;This study reported following the SRQR (Standard Reporting for Qualitative Research) guideline. From October to November 2023, we launched an open call for art on social media, inviting adult women to submit artwork that raises awareness about cervical cancer prevention. Participants' submissions were anonymized and reviewed by an independent panel of judges. A total of 6 finalists were selected to participate in a social media contest during Cervical Cancer Elimination Week, and 3 winners were identified based on total social media likes and comments, as well as grading rubric scores. We analyzed participants' art entries through thematic analysis in six steps: (1) familiarization, (2) creating categories, (3) identifying themes, (4) reviewing themes, (5) defining themes, and (6) discussing findings. The emerging themes included using art to express emotions, to convey health-related content, and to use art as a form of self-regulation, which were further analyzed using the Relationships and Expectations domain of the PEN-3 (perceptions, enablers, and nurturers) cultural model.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;A total of 43 entries from participants aged 18-27 (mean 22.2, SD 2.6) years were analyzed. The entries included visuals (n=14), audiovisual (n=14), text (n=14), and audio (n=1). Most entries (42/43, 97.6%) focused on cervical cancer and human papillomavirus, covering definitions, risk factors, treatment, and prevention. Using the PEN-3 cultural model's Relationships and Expectations domain for analysis, 62.8% (27/43) addressed \"perceptions\" of art as a means of mental and emotional expression, reflecting feelings such as humor, sadness, hope, faith, unity, and fear related to cervical cancer prevention. A majority (34/43, 79.1%) aimed to promote human papillomavirus screening and vaccination and were categorized as \"enablers,\" viewing art as a tool for health awareness, including educational resources. Additionally, 7% (3/43) included \"nurturers,\" representing self-regulation addressing stresses linked to having relatives with cervical cancer. Six finalist entries were shared on social media to promote cervical cancer awareness, reaching 8685 individual Instagram accounts and generating 2727 likes and 782 comments.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;This study used art to increase awareness about cervical cancer on social media. Art can serve as a tool for promoting health by incorporating visual, emotional, a","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e76240"},"PeriodicalIF":2.0,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12881902/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029555","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
Expression of Concern: Data Mining-Based Model for Computer-Aided Diagnosis of Autism and Gelotophobia: Mixed Methods Deep Learning Approach. 关注表达:基于数据挖掘的自闭症和恐地症计算机辅助诊断模型:混合方法和深度学习方法。
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-23 DOI: 10.2196/91833
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引用次数: 0
Use Patterns and Challenges of the Social Media Platform X Among Physiotherapists in Saudi Arabia: Cross-Sectional Study. 沙特阿拉伯物理治疗师使用社交媒体平台X的模式和挑战:横断面研究
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-23 DOI: 10.2196/84471
Maryam Alasfour, Reem Alqahtani, Mohammed Amri, Sarah Alsultan, Salhah Hobani, Kholoud Almufaireej, Mohammad Alsinan
<p><strong>Background: </strong>Social media platforms have become salient channels for health care professionals' continuous education and professional development. Among them, X (formerly known as Twitter) is used by physiotherapists for engaging in evidence-based discussions and accessing emerging research. In Saudi Arabia, a country with a high social media penetration rate, the platform offers unique opportunities and challenges for physiotherapy-related knowledge acquisition and networking.</p><p><strong>Objective: </strong>This study aimed to determine how physiotherapists in Saudi Arabia engage in physiotherapy-related debates on X, explore their use patterns, and identify associated challenges and perceived professional benefits.</p><p><strong>Methods: </strong>We conducted a cross-sectional online survey among licensed physiotherapists registered with the Saudi Commission for Health Specialties. The questionnaire covered demographic data, social media use, interaction patterns, perceived challenges, and motivations for use. Descriptive statistics and chi-square tests were used to examine demographic data, use patterns, challenges and concerns, perceived professional benefits, and the association between demographic characteristics and use patterns. Statistical significance was set at P<.05.</p><p><strong>Results: </strong>Of 193 responses, 188 (97.4%) were valid and included in the data analysis. Among the respondents, 76.1% (143/188) reported having an active account on X. Most respondents were female (109/188, 58.0%) and aged 31 to 40 years (79/188, 42.0%). The time spent on the platform varied, with 32.9% (47/143) spending 4 to 6 hours a week and 27.3% (39/143) spending less than an hour per week. Respondents' interaction extent was moderate, with 35.7% (51/143) reporting occasional interaction. The respondents mainly interacted with knowledge-sharing posts (102/143, 71.3%), followed by training- or workshop-related posts (94/143, 65.7%). The respondents reported difficulty in finding reliable information (75/143, 52.4%), time constraints (58/143, 40.6%), communication barriers (69/143, 48.3%), and conflicts of interest (74/143, 51.7%) as challenges concerning engaging in physiotherapy-related debates on X. Despite these concerns, many respondents acknowledged the platform's value as 60.1% (86/143) agreed that it helped them stay updated with emerging research, 68.5% (98/143) believed that it fostered knowledge sharing, and 67.8% (97/143) believed that it enhanced critical thinking among the community.</p><p><strong>Conclusions: </strong>Physiotherapists in Saudi Arabia demonstrated active engagement with physiotherapy-related content on X for professional development. While the platform offers valuable opportunities for learning and collaboration, notable barriers such as information credibility and time limitations must be addressed. Enhancing digital literacy and establishing clear guidelines for professional social media use may
背景:社交媒体平台已成为卫生专业人员继续教育和专业发展的重要渠道。其中,X(以前称为Twitter)被物理治疗师用于参与循证讨论和获取新兴研究。在社交媒体渗透率很高的沙特阿拉伯,该平台为物理治疗相关知识的获取和网络提供了独特的机遇和挑战。目的:本研究旨在确定沙特阿拉伯的物理治疗师如何参与关于X的物理治疗相关辩论,探索他们的使用模式,并确定相关的挑战和感知的专业利益。方法:我们对在沙特卫生专业委员会注册的有执照的物理治疗师进行了横断面在线调查。调查问卷涵盖了人口统计数据、社交媒体使用情况、互动模式、感知挑战和使用动机。使用描述性统计和卡方检验来检查人口统计数据、使用模式、挑战和关注、感知的专业利益以及人口特征与使用模式之间的关联。结果:193份应答中,有效188份(97.4%)纳入数据分析。在受访者中,76.1%(143/188)的人在x上拥有活跃账户。大多数受访者为女性(109/188,58.0%),年龄在31 - 40岁之间(79/188,42.0%)。32.9%(47/143)的人每周花在平台上的时间在4到6小时之间,27.3%(39/143)的人每周花在平台上的时间不到1小时。受访者的互动程度中等,35.7%(51/143)报告偶尔互动。受访者主要与知识分享类帖子进行互动(102/143,71.3%),其次是与培训或工作坊相关的帖子(94/143,65.7%)。受访者表示,很难找到可靠的信息(75/143,52.4%)、时间限制(58/143,40.6%)、沟通障碍(69/143,48.3%)和利益冲突(74/143,51.7%)是参与x上物理治疗相关辩论的挑战。尽管存在这些担忧,许多受访者承认该平台的价值,60.1%(86/143)同意它帮助他们了解新兴研究的最新情况,68.5%(98/143)认为它促进了知识共享。67.8%(97/143)的人认为它增强了社区的批判性思维。结论:沙特阿拉伯的物理治疗师积极参与X上的物理治疗相关内容,以促进专业发展。虽然该平台为学习和协作提供了宝贵的机会,但必须解决信息可信度和时间限制等明显障碍。提高数字素养,为专业社交媒体的使用建立明确的指导方针,可能有助于最大限度地发挥该平台作为物理治疗实践持续发展工具的潜力。
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引用次数: 0
Awareness and Use of Home-Based Respiratory Pathogen Testing Services in the Internet Era: Postpandemic Questionnaire Study. 互联网时代家庭呼吸道病原体检测服务的意识和使用:大流行后问卷研究
IF 2 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-22 DOI: 10.2196/83767
Chunshan Xu, Wenhao Cao, Cunbo Jia, Rongling Zhang, Ning Hu, Zhongguang Yu

Background: Home-based respiratory pathogen testing services (HRPTS), an emerging internet-based health care model, enable rapid pathogen identification within hours through digital platforms and eCommerce logistics. This decentralized approach overcomes conventional testing delays to accelerate diagnosis. However, public awareness, adoption, and influencing factors remain largely unknown.

Objective: In this study, we aimed to investigate digitally connected metropolitan residents' awareness and intention to adopt HRPTS and analyze factors influencing adoption intention.

Methods: This study used a structured questionnaire grounded in the technology acceptance model, which measured perceived usefulness, ease of use, risk, and behavioral intention. Questionnaire development involved focus group discussions to ensure content validity. Statistical analysis included descriptive statistics and multivariate linear regression, with scale reliability and validity confirmed by exploratory factor analysis. Using a convenience sampling strategy, 1850 volunteers completed questionnaires via Wenjuanxing. After data validation, 1756 surveys met the inclusion criteria (effective response rate: 94.92%) and were analyzed.

Results: Among 1756 respondents, 54.7% (n=961) knew about HRPTS for respiratory diseases, and 15.3% (n=269) had previously used them. Perceived usefulness was high among respondents: fast pathogen identification (n=1092, 62.2%), early treatment (n=1136, 64.7%), time or cost savings (n=1119, 63.7%), and anxiety alleviation (n=1110, 63.2%). Regarding perceived ease of use, 55.9% (n=982) of the respondents cited robust logistics, 53.8% (n=945) cited online appointment convenience, and 54.2% (n=952) cited simple self-sampling. However, respondents expressed concerns regarding privacy (n=925, 52.7%), test accuracy questions (n=871, 49.6%), and insufficient regulations (n=948, 54.0%). Nevertheless, >70% of the respondents were willing to adopt HRPTS, if available. Multivariate regression showed that higher education (β=.598; P<.001), living with family (β=.271; P=.04), and absence of underlying chronic diseases (β=.321; P=.03) were significant predictors of adoption intention. Additionally, not having used HRPTS before (β=-1.203; P<.001) and less frequent health care-seeking behaviors were negatively associated with adoption intention.

Conclusions: HRPTS as an internet-based health care service holds value for early diagnosis, treatment, and health care optimization in urban China. However, significant concerns regarding test accuracy, data privacy, and regulatory accountability within this evolving digital health sector should be addressed to strengthen respiratory disease prevention in the postpandemic era.

背景:基于家庭的呼吸道病原体检测服务(HRPTS)是一种新兴的基于互联网的医疗保健模式,通过数字平台和电子商务物流,可以在数小时内快速识别病原体。这种分散的方法克服了传统检测的延迟,加快了诊断速度。然而,公众的认识、采用和影响因素在很大程度上仍然未知。目的:本研究旨在调查数字互联都市居民采用HRPTS的意识和意愿,并分析影响采用意愿的因素。方法:本研究采用基于技术接受模型的结构化问卷,测量感知有用性、易用性、风险和行为意图。问卷开发涉及焦点小组讨论,以确保内容效度。统计分析采用描述性统计和多元线性回归,探索性因子分析证实量表信度和效度。采用方便抽样的方法,1850名志愿者通过问卷调查完成了问卷调查。经数据验证,1756份调查符合纳入标准,有效有效率为94.92%。结果:在1756名被调查者中,54.7% (n=961)的人知道HRPTS治疗呼吸系统疾病,15.3% (n=269)的人曾使用过HRPTS。受访者的感知有用性较高:快速病原体鉴定(n=1092, 62.2%),早期治疗(n=1136, 64.7%),节省时间或成本(n=1119, 63.7%),缓解焦虑(n=1110, 63.2%)。在易用性方面,55.9% (n=982)的受访者认为后勤保障完善,53.8% (n=945)的受访者认为网上预约方便,54.2% (n=952)的受访者认为自我抽样简单。然而,受访者表达了对隐私(n=925, 52.7%)、测试准确性问题(n=871, 49.6%)和监管不足(n=948, 54.0%)的担忧。尽管如此,大约70%的受访者愿意采用HRPTS,如果可以的话。结论:HRPTS作为一种基于互联网的医疗保健服务,对中国城市的早期诊断、治疗和医疗保健优化具有重要价值。然而,在这个不断发展的数字卫生部门中,应该解决对测试准确性、数据隐私和监管问责制的重大关切,以加强大流行后时代的呼吸道疾病预防。
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引用次数: 0
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