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。
{"title":"Personalized Informational Support for Patients With Hypertension: Single-Arm Pretest-Posttest Study.","authors":"Chuanying Huang, Rong Yang, Lidi Liu, Yu Jia, Xiaoyang Liao","doi":"10.2196/82147","DOIUrl":"10.2196/82147","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e82147"},"PeriodicalIF":2.0,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12834448/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052051","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}
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.
{"title":"An Innovative Population Health Tool for Overall Health Status Assessment: Prospective Observational Study.","authors":"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","doi":"10.2196/74101","DOIUrl":"10.2196/74101","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e74101"},"PeriodicalIF":2.0,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12834551/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052034","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}
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.
{"title":"Central Neuromuscular Reactivation Using Digital Mindfulness and Motor Imagery Intervention for Chronic Knee Pain in Patients With Obesity: Prospective, Single-Center Study.","authors":"Jerome Murgier, Bertrand Garet, Sonja Murgier, Guillaume Zunzarren","doi":"10.2196/82270","DOIUrl":"10.2196/82270","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e82270"},"PeriodicalIF":2.0,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12834328/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146051996","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}
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
{"title":"An Integrated Multilevel Mental Health Support System for University Students: 4-Year Longitudinal Observational Study.","authors":"Szilvia Vincze, Antal Bugán, Karolina Kósa, Zoltán Bács","doi":"10.2196/67089","DOIUrl":"10.2196/67089","url":null,"abstract":"<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","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e67089"},"PeriodicalIF":2.0,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12887552/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052044","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}
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
{"title":"Early Evaluation of IMAGINATOR 2.0 Intervention Targeting Self-Harm in Young People: Single-Arm Feasibility Trial.","authors":"Athina Servi, Emily Gardner-Bougaard, Saida Mohamed, Aaron McDermott, Rachel Rodrigues, Ben Aveyard, Nejra Van Zalk, Adam Hampshire, Lindsay Dewa, Martina Di Simplicio","doi":"10.2196/79496","DOIUrl":"10.2196/79496","url":null,"abstract":"<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","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e79496"},"PeriodicalIF":2.0,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12887553/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052066","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}
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":"<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","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}
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
{"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":"<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","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}
{"title":"Expression of Concern: Data Mining-Based Model for Computer-Aided Diagnosis of Autism and Gelotophobia: Mixed Methods Deep Learning Approach.","authors":"","doi":"10.2196/91833","DOIUrl":"10.2196/91833","url":null,"abstract":"","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e91833"},"PeriodicalIF":2.0,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12852567/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146040948","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}
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
{"title":"Use Patterns and Challenges of the Social Media Platform X Among Physiotherapists in Saudi Arabia: Cross-Sectional Study.","authors":"Maryam Alasfour, Reem Alqahtani, Mohammed Amri, Sarah Alsultan, Salhah Hobani, Kholoud Almufaireej, Mohammad Alsinan","doi":"10.2196/84471","DOIUrl":"10.2196/84471","url":null,"abstract":"<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 ","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e84471"},"PeriodicalIF":2.0,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12829892/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146041064","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}
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.
{"title":"Awareness and Use of Home-Based Respiratory Pathogen Testing Services in the Internet Era: Postpandemic Questionnaire Study.","authors":"Chunshan Xu, Wenhao Cao, Cunbo Jia, Rongling Zhang, Ning Hu, Zhongguang Yu","doi":"10.2196/83767","DOIUrl":"10.2196/83767","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objective: </strong>In this study, we aimed to investigate digitally connected metropolitan residents' awareness and intention to adopt HRPTS and analyze factors influencing adoption intention.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e83767"},"PeriodicalIF":2.0,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826645/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146029513","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}