Roshni Singh, Sandra Garcia-Davis, Richard Munoz, Saanvi Lamba, Diana Ruiz, Pranjal Tyagi, Erin Bouldin, Linda Nichols, Marianne Desir, Luci Leykum
Background: Caregivers' self-perceived preparedness for caregiving influences care recipients' and caregivers' emotional health, and care recipients' aging in place. Dementia's unique, long, and progressive nature compared to other age-related illnesses, along with associated behavioral symptoms and personality changes, may cause caregivers' preparedness to vary significantly from that of those caring for patients with other chronic conditions.
Objective: This study aimed to describe and compare specific domains and tasks in which family caregivers of veterans with and without dementia reported wanting to be better prepared.
Methods: Using the Veterans Affairs' HERO CARE (Home Excellence Resource Outcome Center to Advance, Redefine, and Evaluate Non-Institutional Care) Survey data, we analyzed caregivers' responses to one open-ended question: "Out of all the tasks that you help the veteran with, is there anything specific you would like to be better prepared for?" Response themes were deductively coded into 9 domains, and differences in reported domains between caregivers of care recipients with and without dementia were compared.
Results: A total of 732 caregivers were included: 301 (41.1%) caregivers of veterans with dementia and 431 (58.9%) without. Caregivers of veterans with and without dementia, respectively, were similar except in age, being spousal caregivers, working at least part-time, hours of care provision per week, and proportion with a high burden. Veterans with dementia, versus without, were older and had higher frailty and risk scores. Preparedness concerns among caregivers (N=732) included care coordination (n=164, 22.4%), emotional and social support (n=145, 19.8%), advance planning (n=116, 15.8%), nursing and health monitoring (n=94, 12.8%), personal care (n=65, 8.9%), mobility (n=79, 10.8%), household (n=58, 7.9%), caregiver self-care (n=36, 4.9%), and emergent situations (n=28, 3.8%). The commonest tasks caregivers expressed needs for included managing emotional and behavioral symptoms (n=74, 10.1%), recognizing and responding to significant changes in the veterans' condition (n=66, 9.0%), seeking medical information relevant to the veterans' needs (n=54, 7.4%), handling financial and legal matters (n=52, 7.1%), and advocating for services (n=49, 6.7%). Similar proportions of caregivers of veterans with and without dementia reported preparedness needs in all domains and tasks.
Conclusions: The preparedness needs of caregivers of veterans with and without dementia were mostly similar in most domains and tasks. The commonest preparedness gaps were in the domains of care coordination, emotional and social support, and advance planning. The findings can inform interventions to prepare all caregivers to support aging in place.
{"title":"Self-Perceived Preparedness Needs Among Caregivers of Veterans With and Without Dementia: An Exploratory Study Using Open-Ended Survey Data.","authors":"Roshni Singh, Sandra Garcia-Davis, Richard Munoz, Saanvi Lamba, Diana Ruiz, Pranjal Tyagi, Erin Bouldin, Linda Nichols, Marianne Desir, Luci Leykum","doi":"10.2196/83493","DOIUrl":"10.2196/83493","url":null,"abstract":"<p><strong>Background: </strong>Caregivers' self-perceived preparedness for caregiving influences care recipients' and caregivers' emotional health, and care recipients' aging in place. Dementia's unique, long, and progressive nature compared to other age-related illnesses, along with associated behavioral symptoms and personality changes, may cause caregivers' preparedness to vary significantly from that of those caring for patients with other chronic conditions.</p><p><strong>Objective: </strong>This study aimed to describe and compare specific domains and tasks in which family caregivers of veterans with and without dementia reported wanting to be better prepared.</p><p><strong>Methods: </strong>Using the Veterans Affairs' HERO CARE (Home Excellence Resource Outcome Center to Advance, Redefine, and Evaluate Non-Institutional Care) Survey data, we analyzed caregivers' responses to one open-ended question: \"Out of all the tasks that you help the veteran with, is there anything specific you would like to be better prepared for?\" Response themes were deductively coded into 9 domains, and differences in reported domains between caregivers of care recipients with and without dementia were compared.</p><p><strong>Results: </strong>A total of 732 caregivers were included: 301 (41.1%) caregivers of veterans with dementia and 431 (58.9%) without. Caregivers of veterans with and without dementia, respectively, were similar except in age, being spousal caregivers, working at least part-time, hours of care provision per week, and proportion with a high burden. Veterans with dementia, versus without, were older and had higher frailty and risk scores. Preparedness concerns among caregivers (N=732) included care coordination (n=164, 22.4%), emotional and social support (n=145, 19.8%), advance planning (n=116, 15.8%), nursing and health monitoring (n=94, 12.8%), personal care (n=65, 8.9%), mobility (n=79, 10.8%), household (n=58, 7.9%), caregiver self-care (n=36, 4.9%), and emergent situations (n=28, 3.8%). The commonest tasks caregivers expressed needs for included managing emotional and behavioral symptoms (n=74, 10.1%), recognizing and responding to significant changes in the veterans' condition (n=66, 9.0%), seeking medical information relevant to the veterans' needs (n=54, 7.4%), handling financial and legal matters (n=52, 7.1%), and advocating for services (n=49, 6.7%). Similar proportions of caregivers of veterans with and without dementia reported preparedness needs in all domains and tasks.</p><p><strong>Conclusions: </strong>The preparedness needs of caregivers of veterans with and without dementia were mostly similar in most domains and tasks. The commonest preparedness gaps were in the domains of care coordination, emotional and social support, and advance planning. The findings can inform interventions to prepare all caregivers to support aging in place.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e83493"},"PeriodicalIF":2.0,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12877743/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018613","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}
Djibril Mbarushimana, Taofeek Tope Adegboyega, Gatera Jean Damascene, Muritala Issa Bale, Buregeya Jean Damascene, Kayitesi Marie Francoise, Itangishaka Innocent, Rugamba Alexis, Rasheed Omotayo Adeyemo, Bagirinshuti Issa, Saheed Adekunle Akinola, Ahmed Adebowale Adedeji, Mushuru Evariste, Busumbigabo Albert, Mukamana Felicite, Habarurema Sylvain, Felix Habarugira, Jean Paul Sinumvayo, Rutambika Noel, Twagirumugabe Theogene, Ndoli Minega Jules, Ngarambe Christian
<p><strong>Background: </strong>Antimicrobial resistance (AMR) poses a significant global health threat, requiring effective antimicrobial susceptibility testing (AST) and surveillance systems. At the University Teaching Hospital of Butare (CHUB) in Rwanda, a baseline Laboratory Assessment of Antibiotic Resistance Testing Capacity (LAARC) identified critical gaps in the Laboratory Information System (LIS), including low capture rates for culture observation (60%) and AST data (25%), no standardization of AST panels (0%), and limited cumulative antibiogram generation (17%). Existing AMR surveillance platforms, such as the Information System for Monitoring Antimicrobial Resistance by the World Health Organization (WHO) Collaborating Center for Surveillance of Resistance to Antimicrobial Agents (WHONET), and the District Health Information System, operate as standalone systems separate from clinical workflows, which limits their real-time clinical utility.</p><p><strong>Objective: </strong>This study aimed to develop an enhanced, web-based LIS integrated within routine clinical care to improve AST reliability, enable real-time AMR surveillance at CHUB, and provide a scalable model for subnational and national surveillance networks in resource-limited settings, supporting antimicrobial stewardship.</p><p><strong>Methods: </strong>We developed an enhanced LIS using the OpenClinic GA, the current open-source hospital information system at CHUB, integrating Clinical and Laboratory Standards Institute (CLSI) and European Committee on Antimicrobial Susceptibility Testing (EUCAST) guidelines, and leveraging metadata from the AMR for R package, WHONET resources, and EUCAST Expert Rules. An agile development approach was used, incorporating a custom database schema, Java-based application programming interfaces (APIs), and web-based user interfaces. The system was designed to support minimum inhibitory concentration (MIC) and disk diffusion (DD) methods, automate result interpretation with color-coded outputs, WHO Access, Watch, Reserve (AWaRe)-based cascade reporting, and enable data export to WHONET for global surveillance.</p><p><strong>Results: </strong>The enhanced LIS improved AST data capture and standardization, providing reliable, automated result interpretation and real-time AMR surveillance capabilities. The system's web-based architecture enables scalability through centralized deployment, allowing multiple facilities simultaneous access. Unlike standalone surveillance tools, the enhanced LIS integrates AST within electronic medical records, maintaining clinical information continuity from specimen registration through result reporting. The system supports immediate clinical decision through AWaRe-based cascade reporting, and automated resistance phenotype detection, followed by standardized WHONET-compatible exports for public health surveillance.</p><p><strong>Conclusions: </strong>This scalable, LIS model demonstrates the feasibility of implem
背景:抗菌素耐药性(AMR)对全球健康构成重大威胁,需要有效的抗菌素药敏试验(AST)和监测系统。在卢旺达的布塔雷大学教学医院(CHUB),抗生素耐药性测试能力的基线实验室评估(LAARC)确定了实验室信息系统(LIS)的关键差距,包括培养观察(60%)和AST数据(25%)的捕获率低,AST面板没有标准化(0%),以及有限的累积抗生素谱生成(17%)。现有的抗微生物药物耐药性监测平台,如世界卫生组织(世卫组织)抗微生物药物耐药性监测合作中心(世卫组织)的抗微生物药物耐药性监测信息系统和地区卫生信息系统,作为独立于临床工作流程的系统运行,这限制了它们的实时临床效用。目的:本研究旨在开发一个增强的、基于网络的LIS,将其整合到常规临床护理中,以提高AST的可靠性,实现在CHUB进行实时AMR监测,并为资源有限的地方和国家监测网络提供可扩展的模型,支持抗菌药物管理。方法:我们使用OpenClinic GA (CHUB目前的开源医院信息系统)开发了一个增强的LIS,整合了临床和实验室标准协会(CLSI)和欧洲抗微生物药物敏感性测试委员会(EUCAST)指南,并利用AMR for R软件包、WHONET资源和EUCAST专家规则中的元数据。使用了敏捷开发方法,结合了自定义数据库模式、基于java的应用程序编程接口(api)和基于web的用户界面。该系统旨在支持最低抑制浓度(MIC)和磁盘扩散(DD)方法,通过彩色编码输出自动解释结果,基于WHO Access, Watch, Reserve (AWaRe)的级联报告,并能够将数据导出到WHO网络进行全球监测。结果:增强的LIS改进了AST数据捕获和标准化,提供可靠、自动化的结果解释和实时AMR监测能力。该系统基于web的架构通过集中部署实现了可扩展性,允许多个设施同时访问。与独立的监测工具不同,增强型LIS将AST集成到电子病历中,保持从标本登记到结果报告的临床信息连续性。该系统通过基于aware的级联报告和自动耐药表型检测支持即时临床决策,随后是用于公共卫生监测的标准化whonet兼容输出。结论:这种可扩展的LIS模型证明了在资源有限的环境中实施基于标准的抗菌素耐药性信息学的可行性。通过将监测嵌入临床工作流程,而不是将其视为单独的下游活动,该系统最大限度地提高了数据质量和临床相关性,同时最大限度地减少了工作人员的负担。集中式基于web的架构提供了从设施到国家级别的固有可伸缩性,消除了数据碎片并确保了跨网络的元数据一致性。长期可持续性需要持续的用户培训、指定的元数据维护人员、本地IT能力建设以及不依赖于捐助者的资助机制。该模型为国家数字管理计划提供了实用的路线图,支持即时患者护理和长期公共卫生监测目标。
{"title":"Digital Infrastructure for Antimicrobial Susceptibility Testing and Surveillance: A CLSI and EUCAST-Based Model for Resource-Limited Settings.","authors":"Djibril Mbarushimana, Taofeek Tope Adegboyega, Gatera Jean Damascene, Muritala Issa Bale, Buregeya Jean Damascene, Kayitesi Marie Francoise, Itangishaka Innocent, Rugamba Alexis, Rasheed Omotayo Adeyemo, Bagirinshuti Issa, Saheed Adekunle Akinola, Ahmed Adebowale Adedeji, Mushuru Evariste, Busumbigabo Albert, Mukamana Felicite, Habarurema Sylvain, Felix Habarugira, Jean Paul Sinumvayo, Rutambika Noel, Twagirumugabe Theogene, Ndoli Minega Jules, Ngarambe Christian","doi":"10.2196/82727","DOIUrl":"10.2196/82727","url":null,"abstract":"<p><strong>Background: </strong>Antimicrobial resistance (AMR) poses a significant global health threat, requiring effective antimicrobial susceptibility testing (AST) and surveillance systems. At the University Teaching Hospital of Butare (CHUB) in Rwanda, a baseline Laboratory Assessment of Antibiotic Resistance Testing Capacity (LAARC) identified critical gaps in the Laboratory Information System (LIS), including low capture rates for culture observation (60%) and AST data (25%), no standardization of AST panels (0%), and limited cumulative antibiogram generation (17%). Existing AMR surveillance platforms, such as the Information System for Monitoring Antimicrobial Resistance by the World Health Organization (WHO) Collaborating Center for Surveillance of Resistance to Antimicrobial Agents (WHONET), and the District Health Information System, operate as standalone systems separate from clinical workflows, which limits their real-time clinical utility.</p><p><strong>Objective: </strong>This study aimed to develop an enhanced, web-based LIS integrated within routine clinical care to improve AST reliability, enable real-time AMR surveillance at CHUB, and provide a scalable model for subnational and national surveillance networks in resource-limited settings, supporting antimicrobial stewardship.</p><p><strong>Methods: </strong>We developed an enhanced LIS using the OpenClinic GA, the current open-source hospital information system at CHUB, integrating Clinical and Laboratory Standards Institute (CLSI) and European Committee on Antimicrobial Susceptibility Testing (EUCAST) guidelines, and leveraging metadata from the AMR for R package, WHONET resources, and EUCAST Expert Rules. An agile development approach was used, incorporating a custom database schema, Java-based application programming interfaces (APIs), and web-based user interfaces. The system was designed to support minimum inhibitory concentration (MIC) and disk diffusion (DD) methods, automate result interpretation with color-coded outputs, WHO Access, Watch, Reserve (AWaRe)-based cascade reporting, and enable data export to WHONET for global surveillance.</p><p><strong>Results: </strong>The enhanced LIS improved AST data capture and standardization, providing reliable, automated result interpretation and real-time AMR surveillance capabilities. The system's web-based architecture enables scalability through centralized deployment, allowing multiple facilities simultaneous access. Unlike standalone surveillance tools, the enhanced LIS integrates AST within electronic medical records, maintaining clinical information continuity from specimen registration through result reporting. The system supports immediate clinical decision through AWaRe-based cascade reporting, and automated resistance phenotype detection, followed by standardized WHONET-compatible exports for public health surveillance.</p><p><strong>Conclusions: </strong>This scalable, LIS model demonstrates the feasibility of implem","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e82727"},"PeriodicalIF":2.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12823019/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018575","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}
Linda Salgin, Daniel Kellogg, Irish Edusada, Andy C Lim, Amanda Velasquez, Jonathan Helm, Aaron J Blashill, Mark Myers, Hee-Jin Jun, Jerel P Calzo
<p><strong>Background: </strong>Smartphone-based ecological momentary assessment (EMA) methods highlight the impact of minority stress and socialization (eg, discrimination and social support) on smoking behaviors in lesbian, gay, bisexual, transgender, queer, and other sexual and gender minority (LGBTQ+) adults; however, studies among LGBTQ+ adolescents are limited. The Puff Break EMA protocol was developed to address this gap.</p><p><strong>Objective: </strong>This study aims to report on the acceptability, feasibility, and appropriateness of the Puff Break EMA protocol.</p><p><strong>Methods: </strong>We utilized a multimethod design to evaluate the acceptability, feasibility, and appropriateness of the Puff Break EMA protocol. Participants who reported tobacco/nicotine or cannabis product use within the last 30 days engaged in a 2-week EMA trial, receiving 5 daily assessments measuring tobacco, nicotine, and cannabis use, stress and socialization, and product craving. Posttrial, participants completed a 15-minute exit survey and 60-minute semistructured exit interview. The exit survey used the 12-item Weiner acceptability, appropriateness, and feasibility measures and 6-item Mobile Application Rating Scale, app-specific subscale and also included 7 open-ended responses. The exit interview focused on a review of participants' data to help understand smoking patterns and experiences with the Puff Break EMA protocol along with questions guided by the Reach, Effectiveness, Adoption, Implementation, and Maintenance framework to understand how a future EMA mobile intervention aimed at monitoring and reducing tobacco, nicotine, and cannabis product use could effectively be disseminated to, accessed by, and implemented with LGBTQ+ adolescents. Lastly, lessons learned were obtained through feedback and data collected throughout the study.</p><p><strong>Results: </strong>All 50 adolescents between the ages of 15-19 (mean 17.82, SD 1.19) were enrolled in the study August 2023 and July 2024. Participants predominantly reported using vaporized tobacco and nicotine products (47/50, 94%), followed by cannabis products (39/50, 78%). The study sample was diverse regarding sexual orientation and gender identities with 32% (16/50) identifying as gay or lesbian, 32% (16/50) bisexual or pansexual, and 14% (7/50) transgender (neither transmasculine nor transfeminine). The median EMA response rate was 75% (~53 of 70 EMA surveys). Results indicated high feasibility (mean 4.43, SD 0.77), acceptability (mean 4.15, SD 0.83), and appropriateness (mean 4.46, SD 0.67) of the Puff Break EMA protocol. The Mobile Application Rating Scale app-specific subscale also indicated high acceptability and feasibility for the EMA method to increase knowledge, awareness, and intentions to monitor tobacco/nicotine use (mean 4.14, SD 1.01). Triangulated results from closed and open-ended survey responses identified 5 key themes related to feasibility, acceptability, and appropriateness.
{"title":"An Ecological Momentary Assessment Protocol to Measure Stress, Socialization, and Other Contributors to Smoking Behaviors Among LGBTQ+ Adolescents: Multimethod Evaluation of Feasibility, Acceptability, and Appropriateness From the Puff Break Research Study.","authors":"Linda Salgin, Daniel Kellogg, Irish Edusada, Andy C Lim, Amanda Velasquez, Jonathan Helm, Aaron J Blashill, Mark Myers, Hee-Jin Jun, Jerel P Calzo","doi":"10.2196/79957","DOIUrl":"10.2196/79957","url":null,"abstract":"<p><strong>Background: </strong>Smartphone-based ecological momentary assessment (EMA) methods highlight the impact of minority stress and socialization (eg, discrimination and social support) on smoking behaviors in lesbian, gay, bisexual, transgender, queer, and other sexual and gender minority (LGBTQ+) adults; however, studies among LGBTQ+ adolescents are limited. The Puff Break EMA protocol was developed to address this gap.</p><p><strong>Objective: </strong>This study aims to report on the acceptability, feasibility, and appropriateness of the Puff Break EMA protocol.</p><p><strong>Methods: </strong>We utilized a multimethod design to evaluate the acceptability, feasibility, and appropriateness of the Puff Break EMA protocol. Participants who reported tobacco/nicotine or cannabis product use within the last 30 days engaged in a 2-week EMA trial, receiving 5 daily assessments measuring tobacco, nicotine, and cannabis use, stress and socialization, and product craving. Posttrial, participants completed a 15-minute exit survey and 60-minute semistructured exit interview. The exit survey used the 12-item Weiner acceptability, appropriateness, and feasibility measures and 6-item Mobile Application Rating Scale, app-specific subscale and also included 7 open-ended responses. The exit interview focused on a review of participants' data to help understand smoking patterns and experiences with the Puff Break EMA protocol along with questions guided by the Reach, Effectiveness, Adoption, Implementation, and Maintenance framework to understand how a future EMA mobile intervention aimed at monitoring and reducing tobacco, nicotine, and cannabis product use could effectively be disseminated to, accessed by, and implemented with LGBTQ+ adolescents. Lastly, lessons learned were obtained through feedback and data collected throughout the study.</p><p><strong>Results: </strong>All 50 adolescents between the ages of 15-19 (mean 17.82, SD 1.19) were enrolled in the study August 2023 and July 2024. Participants predominantly reported using vaporized tobacco and nicotine products (47/50, 94%), followed by cannabis products (39/50, 78%). The study sample was diverse regarding sexual orientation and gender identities with 32% (16/50) identifying as gay or lesbian, 32% (16/50) bisexual or pansexual, and 14% (7/50) transgender (neither transmasculine nor transfeminine). The median EMA response rate was 75% (~53 of 70 EMA surveys). Results indicated high feasibility (mean 4.43, SD 0.77), acceptability (mean 4.15, SD 0.83), and appropriateness (mean 4.46, SD 0.67) of the Puff Break EMA protocol. The Mobile Application Rating Scale app-specific subscale also indicated high acceptability and feasibility for the EMA method to increase knowledge, awareness, and intentions to monitor tobacco/nicotine use (mean 4.14, SD 1.01). Triangulated results from closed and open-ended survey responses identified 5 key themes related to feasibility, acceptability, and appropriateness. ","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e79957"},"PeriodicalIF":2.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12822863/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018512","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}
Ahmed M Fathalla, Cherie Chiang, Ralph Audehm, Alexandra Gorelik, Shanton Chang, Thang Dao, Christopher J Yates, Steve Snow, Rahul D Barmanray, Sarah Price, Lucy Collins, John D Wark
<p><strong>Background: </strong>The lack of osteoporosis treatment initiation following fragility fractures is a recognized gap, particularly in primary care. Primary care physicians' (PCPs) barriers to treatment, such as uncertainties in investigation, initiation, and concerns about drug side effects, remain challenging. It is also unclear whether knowledge gaps and barriers vary by region or if active learning platforms are more effective than passive methods in improving treatment rates, and how PCP demographics influence learning outcomes. With time constraints, PCPs are increasingly using online platforms for continuing professional development, and the interactive online Community Fracture Capture (CFC) tool has emerged as a promising alternative to traditional methods. Our CFC pilot study tested this program's design and content, revealing its potential effectiveness.</p><p><strong>Objective: </strong>The study aimed to assess the operational characteristics, educational effectiveness, and acceptability of the interactive online CFC model in enhancing Australian PCPs' knowledge and skills in community-based fracture treatment. Additionally, it sought to examine how PCPs' knowledge and treatment gaps relate to their demographic characteristics and clinical practice backgrounds.</p><p><strong>Methods: </strong>The CFC Learning Hub is a secure, adaptable online platform that promotes community learning. It includes an interactive forum where participants share case studies and engage in discussions with bone specialists and senior PCP facilitators. The hub also offers a knowledge repository and allows participants to post inquiries. Online surveys and back-end analytics track baseline knowledge, activity levels, and improvements in knowledge and confidence over time, offering insights into participants' learning and program development.</p><p><strong>Results: </strong>Four 6-week small-group cycles involved 55 PCPs, with over 80% working in metropolitan-based practices and a median (IQR) of 22 (16-34) years in practice. Topic modules covered osteoporosis diagnostics, treatment, monitoring, and challenging conditions, using a multidisciplinary approach with participant case studies. A total of 35 (64%) PCPs provided evaluation data, with 86% (n=30) joining to learn from experts or improve patient management and 83% (n=29) being satisfied with the content. Preferred learning methods included small group learning (n=13, 37%), live webinars (n=9, 26%), interactive learning (n=7, 20%), and on-demand videos (n=6, 17%), and 57% (n=20) found the platform easy to use. The most popular access times were evening (n= 23, 66%) and weekends (n=10, 29%). At completion, 89% (n=31) would recommend the training, and 78% (n=22 out of 28 respondents to the postprogram expectations meeting survey) were fully satisfied that their training needs were met, with 22% (n=6) partly satisfied. In addition, following the course completion, almost everyone reported being c
{"title":"Evaluation of a Novel Web-Based Active Learning Tool for Primary Care Physicians' Continuing Professional Development (The Community Fracture Capture Learning Hub): Quantitative Analysis.","authors":"Ahmed M Fathalla, Cherie Chiang, Ralph Audehm, Alexandra Gorelik, Shanton Chang, Thang Dao, Christopher J Yates, Steve Snow, Rahul D Barmanray, Sarah Price, Lucy Collins, John D Wark","doi":"10.2196/76216","DOIUrl":"10.2196/76216","url":null,"abstract":"<p><strong>Background: </strong>The lack of osteoporosis treatment initiation following fragility fractures is a recognized gap, particularly in primary care. Primary care physicians' (PCPs) barriers to treatment, such as uncertainties in investigation, initiation, and concerns about drug side effects, remain challenging. It is also unclear whether knowledge gaps and barriers vary by region or if active learning platforms are more effective than passive methods in improving treatment rates, and how PCP demographics influence learning outcomes. With time constraints, PCPs are increasingly using online platforms for continuing professional development, and the interactive online Community Fracture Capture (CFC) tool has emerged as a promising alternative to traditional methods. Our CFC pilot study tested this program's design and content, revealing its potential effectiveness.</p><p><strong>Objective: </strong>The study aimed to assess the operational characteristics, educational effectiveness, and acceptability of the interactive online CFC model in enhancing Australian PCPs' knowledge and skills in community-based fracture treatment. Additionally, it sought to examine how PCPs' knowledge and treatment gaps relate to their demographic characteristics and clinical practice backgrounds.</p><p><strong>Methods: </strong>The CFC Learning Hub is a secure, adaptable online platform that promotes community learning. It includes an interactive forum where participants share case studies and engage in discussions with bone specialists and senior PCP facilitators. The hub also offers a knowledge repository and allows participants to post inquiries. Online surveys and back-end analytics track baseline knowledge, activity levels, and improvements in knowledge and confidence over time, offering insights into participants' learning and program development.</p><p><strong>Results: </strong>Four 6-week small-group cycles involved 55 PCPs, with over 80% working in metropolitan-based practices and a median (IQR) of 22 (16-34) years in practice. Topic modules covered osteoporosis diagnostics, treatment, monitoring, and challenging conditions, using a multidisciplinary approach with participant case studies. A total of 35 (64%) PCPs provided evaluation data, with 86% (n=30) joining to learn from experts or improve patient management and 83% (n=29) being satisfied with the content. Preferred learning methods included small group learning (n=13, 37%), live webinars (n=9, 26%), interactive learning (n=7, 20%), and on-demand videos (n=6, 17%), and 57% (n=20) found the platform easy to use. The most popular access times were evening (n= 23, 66%) and weekends (n=10, 29%). At completion, 89% (n=31) would recommend the training, and 78% (n=22 out of 28 respondents to the postprogram expectations meeting survey) were fully satisfied that their training needs were met, with 22% (n=6) partly satisfied. In addition, following the course completion, almost everyone reported being c","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e76216"},"PeriodicalIF":2.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12822860/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018567","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}
So-Hi Kwon, Mikyoung Angela Lee, Young-Joo Kim, Seo-Hye Park, Min-Jeong Lee, Youngmin Han, A-Sol Kim
<p><strong>Background: </strong>The demand for palliative care is rising due to population aging and increased chronic illness. However, access to timely palliative care remains limited, particularly for patients receiving home-based hospice care in rural areas. Digital health technologies present an opportunity to enhance care delivery and communication at home.</p><p><strong>Objective: </strong>This pilot study aimed to (1) develop the Hospice@Home system, a digital in-home hospice care solution; (2) explore preliminary indications of usability and feasibility among patients with terminal cancer and their caregivers; and (3) identify challenges for future implementation.</p><p><strong>Methods: </strong>Hospice@Home was developed following the human-centered, evidence-driven Adaptive Health Experience and Application Design approach. After the prototype was developed, alpha testing was conducted with 2 simulated patients to assess system functionality and identify technical issues. Usability was measured through structured observation and task completion success during these sessions. Feasibility was evaluated during a 3-week beta test involving 5 dyads of patients with terminal cancer and caregiver, recruited through a home-based palliative care agency. Challenges were identified through user feedback, field notes, and technical logs collected throughout the testing period.</p><p><strong>Results: </strong>Hospice@Home is a web app optimized for Android devices. It integrates wearable biosignal data-blood pressure, pulse rate, sleep patterns, and oxygen saturation-measured via the Samsung Galaxy Watch 6. It also allows self-reporting of body temperature, pain levels, bowel movements, and the severity of symptoms tailored to individual patients. Medication compliance, including scheduled and pro re nata analgesics, was recorded in a smart medication box and automatically transmitted to Hospice@Home. Over 3 weeks, 5 patients (aged 53-93 y) with terminal cancer and their caregivers (aged 38-63 y) explored the system. Both patients and caregivers appreciated the consolidated symptom reporting and real-time data sharing, noting that the system helped them feel more reassured and connected to clinical support. Usability was assessed via satisfaction ratings, averaging 3.3 (SD 0.5) for patients and 4.0 (SD 0.7) for caregivers (5-point scale). Feasibility was evaluated through task compliance; dyads completed ≥13 of 18 tasks during stable periods. No major technical issues were reported. Challenges to consistent system use included data entry fatigue, psychological barriers to using technology, fluctuations in cognitive and physical functioning, and a general preference among patients and caregivers for phone calls rather than using the in-app communication.</p><p><strong>Conclusions: </strong>Hospice@Home showed early signals of usability and feasibility among patients with terminal cancer and caregivers, but these preliminary observations require caut
{"title":"Evaluation of Hospice@Home for Home-Based Palliative Care: Development and Usability Pilot Study.","authors":"So-Hi Kwon, Mikyoung Angela Lee, Young-Joo Kim, Seo-Hye Park, Min-Jeong Lee, Youngmin Han, A-Sol Kim","doi":"10.2196/79334","DOIUrl":"10.2196/79334","url":null,"abstract":"<p><strong>Background: </strong>The demand for palliative care is rising due to population aging and increased chronic illness. However, access to timely palliative care remains limited, particularly for patients receiving home-based hospice care in rural areas. Digital health technologies present an opportunity to enhance care delivery and communication at home.</p><p><strong>Objective: </strong>This pilot study aimed to (1) develop the Hospice@Home system, a digital in-home hospice care solution; (2) explore preliminary indications of usability and feasibility among patients with terminal cancer and their caregivers; and (3) identify challenges for future implementation.</p><p><strong>Methods: </strong>Hospice@Home was developed following the human-centered, evidence-driven Adaptive Health Experience and Application Design approach. After the prototype was developed, alpha testing was conducted with 2 simulated patients to assess system functionality and identify technical issues. Usability was measured through structured observation and task completion success during these sessions. Feasibility was evaluated during a 3-week beta test involving 5 dyads of patients with terminal cancer and caregiver, recruited through a home-based palliative care agency. Challenges were identified through user feedback, field notes, and technical logs collected throughout the testing period.</p><p><strong>Results: </strong>Hospice@Home is a web app optimized for Android devices. It integrates wearable biosignal data-blood pressure, pulse rate, sleep patterns, and oxygen saturation-measured via the Samsung Galaxy Watch 6. It also allows self-reporting of body temperature, pain levels, bowel movements, and the severity of symptoms tailored to individual patients. Medication compliance, including scheduled and pro re nata analgesics, was recorded in a smart medication box and automatically transmitted to Hospice@Home. Over 3 weeks, 5 patients (aged 53-93 y) with terminal cancer and their caregivers (aged 38-63 y) explored the system. Both patients and caregivers appreciated the consolidated symptom reporting and real-time data sharing, noting that the system helped them feel more reassured and connected to clinical support. Usability was assessed via satisfaction ratings, averaging 3.3 (SD 0.5) for patients and 4.0 (SD 0.7) for caregivers (5-point scale). Feasibility was evaluated through task compliance; dyads completed ≥13 of 18 tasks during stable periods. No major technical issues were reported. Challenges to consistent system use included data entry fatigue, psychological barriers to using technology, fluctuations in cognitive and physical functioning, and a general preference among patients and caregivers for phone calls rather than using the in-app communication.</p><p><strong>Conclusions: </strong>Hospice@Home showed early signals of usability and feasibility among patients with terminal cancer and caregivers, but these preliminary observations require caut","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e79334"},"PeriodicalIF":2.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12822865/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018657","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}
Amber Johnson, Priya Nair, Deekshita Behara, Alexis Aranda-Hernadez, Jamil Bey, Christina N Harrington, Elizabeth Miller, Monica E Peek, Spyros Kitsiou, Jared W Magnani
Background: Mobile health (mHealth) interventions are prevalent, yet people from marginalized communities are less likely to use digital health technologies to support self-management behaviors. Community engagement can inform health care design to enhance a hypertension self-management mHealth intervention.
Objective: We applied human-centered design (HCD) to determine appropriate iterations of an existing hypertension intervention.
Methods: Through an equity-focused, community-centered approach, we strove to optimize an mHealth app. We used validated theories and frameworks as well as an HCD methodology organized into three fundamental design skills: (1) methods to directly observe user experiences, (2) methods to analyze barriers to ideal intervention use, and (3) methods to design future iterations.
Results: In October 2023, we conducted a series of HCD activities with a community advisory board (n=8) to refine an mHealth intervention for hypertension. Participants tested app prototypes with blood pressure monitors and suggested content modifications to enhance intervention fidelity. Among 6 participants, usability testing scored 67.5 (benchmark 68, "above average"), with all users finding the tool easy to use. Feedback identified critical needs, barriers, and work-arounds for future mHealth iterations.
Conclusions: This study was a novel use case example of HCD as a patient-centered methodology to improve a hypertension management tool.
{"title":"Involving End Users in Co-Designing Mobile Health Interventions for Hypertension Self-Management: Formative Study.","authors":"Amber Johnson, Priya Nair, Deekshita Behara, Alexis Aranda-Hernadez, Jamil Bey, Christina N Harrington, Elizabeth Miller, Monica E Peek, Spyros Kitsiou, Jared W Magnani","doi":"10.2196/77631","DOIUrl":"10.2196/77631","url":null,"abstract":"<p><strong>Background: </strong>Mobile health (mHealth) interventions are prevalent, yet people from marginalized communities are less likely to use digital health technologies to support self-management behaviors. Community engagement can inform health care design to enhance a hypertension self-management mHealth intervention.</p><p><strong>Objective: </strong>We applied human-centered design (HCD) to determine appropriate iterations of an existing hypertension intervention.</p><p><strong>Methods: </strong>Through an equity-focused, community-centered approach, we strove to optimize an mHealth app. We used validated theories and frameworks as well as an HCD methodology organized into three fundamental design skills: (1) methods to directly observe user experiences, (2) methods to analyze barriers to ideal intervention use, and (3) methods to design future iterations.</p><p><strong>Results: </strong>In October 2023, we conducted a series of HCD activities with a community advisory board (n=8) to refine an mHealth intervention for hypertension. Participants tested app prototypes with blood pressure monitors and suggested content modifications to enhance intervention fidelity. Among 6 participants, usability testing scored 67.5 (benchmark 68, \"above average\"), with all users finding the tool easy to use. Feedback identified critical needs, barriers, and work-arounds for future mHealth iterations.</p><p><strong>Conclusions: </strong>This study was a novel use case example of HCD as a patient-centered methodology to improve a hypertension management tool.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e77631"},"PeriodicalIF":2.0,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12822873/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146018669","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}
A Fuchsia Howard, Kelsey Lynch, Anita David, Rinila Haridas, Leanne M Currie, Sally Thorne, Gregory Haljan
Background: The broad spectrum of issues that survivors face after critical illness and the contextual factors that help or hinder remain underexplored, as do their perspectives on what is important during recovery. Photovoice methods offer a means to convey experiences through participant-generated photographs and related narratives that can extend existing notions of illness and wellness.
Objective: This pilot study aimed to (1) describe intensive care unit (ICU) survivor recovery after hospital discharge depicted through survivor-generated photographs and photograph discussions, (2) assess the feasibility of recruiting and retaining participants in a web-based group photovoice focused on ICU recovery, and (3) describe the impact of study participation.
Methods: The web-based group photovoice involved 5 weekly 2-hour group discussion sessions, after which individual interviews were conducted with each participant. Photographs and transcript data from the group discussions and individual interviews were analyzed using a qualitative interpretive description approach.
Results: A total of 5 ICU survivors (4 women and 1 man) participated. The aspects of critical illness recovery that featured prominently included (1) protracted physical recovery; (2) profound psychosocial challenges encompassing fear of the future, emotional turmoil, shifting self-perception, changes in family dynamics, and feelings of disconnection; (3) discrepancies in health needs and support offered; and (4) need for perseverance and resilience. The web-based group photovoice was feasible, with participation characterized as an opportunity to build social connections and draw strength from fellow survivors of critical illness unavailable elsewhere.
Conclusions: Given the compelling insights our pilot study provided into lesser-explored aspects of critical illness recovery, along with its potential therapeutic value and ability to foster social connectedness, future research is warranted to assess the impact of a scaled-up application.
{"title":"Web-Based Group Photovoice Through the Lens of Survivors of Critical Illness Recovery: Photovoice Qualitative Pilot Study.","authors":"A Fuchsia Howard, Kelsey Lynch, Anita David, Rinila Haridas, Leanne M Currie, Sally Thorne, Gregory Haljan","doi":"10.2196/66601","DOIUrl":"10.2196/66601","url":null,"abstract":"<p><strong>Background: </strong>The broad spectrum of issues that survivors face after critical illness and the contextual factors that help or hinder remain underexplored, as do their perspectives on what is important during recovery. Photovoice methods offer a means to convey experiences through participant-generated photographs and related narratives that can extend existing notions of illness and wellness.</p><p><strong>Objective: </strong>This pilot study aimed to (1) describe intensive care unit (ICU) survivor recovery after hospital discharge depicted through survivor-generated photographs and photograph discussions, (2) assess the feasibility of recruiting and retaining participants in a web-based group photovoice focused on ICU recovery, and (3) describe the impact of study participation.</p><p><strong>Methods: </strong>The web-based group photovoice involved 5 weekly 2-hour group discussion sessions, after which individual interviews were conducted with each participant. Photographs and transcript data from the group discussions and individual interviews were analyzed using a qualitative interpretive description approach.</p><p><strong>Results: </strong>A total of 5 ICU survivors (4 women and 1 man) participated. The aspects of critical illness recovery that featured prominently included (1) protracted physical recovery; (2) profound psychosocial challenges encompassing fear of the future, emotional turmoil, shifting self-perception, changes in family dynamics, and feelings of disconnection; (3) discrepancies in health needs and support offered; and (4) need for perseverance and resilience. The web-based group photovoice was feasible, with participation characterized as an opportunity to build social connections and draw strength from fellow survivors of critical illness unavailable elsewhere.</p><p><strong>Conclusions: </strong>Given the compelling insights our pilot study provided into lesser-explored aspects of critical illness recovery, along with its potential therapeutic value and ability to foster social connectedness, future research is warranted to assess the impact of a scaled-up application.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e66601"},"PeriodicalIF":2.0,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869148/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146009982","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: Eating difficulties are increasingly prevalent among young people, yet service capacity remains limited. Digital interventions may provide accessible, scalable support, particularly for those with mild, subthreshold, or early-stage symptoms who do not meet criteria for specialist care. Low self-esteem is widely recognized as a key psychological risk factor in the onset and persistence of eating disorders, and negative self-evaluation, particularly around body image and social acceptance, can heighten vulnerability to the maladaptive thoughts and behaviors seen in conditions such as anorexia nervosa, bulimia nervosa, and binge-eating disorder. Clarifying this relationship is essential for developing effective prevention and early intervention strategies.
Objective: This pilot case series reports on 5 individuals aged 19-25 (mean 22, SD 2.19) years with mild eating disorders who used the Worth Warrior app, a mobile intervention incorporating principles of enhanced cognitive behavioral therapy strategies targeting low self-esteem, body image concerns, and disordered eating behaviors.
Methods: An uncontrolled 3-phase design (baseline, post-app familiarization, and follow-up) was used. Participants completed standardized self-report tools, including the Eating Disorder Examination Questionnaire and Rosenberg Self-Esteem Scale. Feedback on usability, acceptability, and safety was also collected via online questionnaires.
Results: Outcome measures at follow-up showed improvements in eating disorder symptomatology in 3/5 cases, and in self-esteem in 4/5 cases; those with milder symptomatology indicated the most benefit. Reductions in eating concerns, weight concerns, and related behaviors were observed in most, though not all, cases. Participants valued interactive enhanced cognitive behavioral therapy features and journaling functions, while noting areas for improvement such as reminders and incentives for use and preventions for maladaptive use of the free-text facilities.
Conclusions: Findings suggest the Worth Warrior app may be suited as an acceptable and effective standalone tool for individuals with mild eating disorder symptoms, and used as an adjunct to traditional treatment alongside clinician supervision for those with more severe presentations to promote the greatest patient safety. These exploratory case study findings suggest that the app has the potential to support improvements in self-esteem and mild eating disorder symptomatology; however, as a preliminary case series, these results are not generalizable but provide a foundation for larger, controlled studies of digital early intervention.
{"title":"Preliminary Case Series of the Worth Warrior Mobile App for Young People With Low Self-Esteem and Mild Eating Disorders: Pre- and Post-Follow-Up Study.","authors":"Rachel Edwards, Nihara Krause","doi":"10.2196/79770","DOIUrl":"10.2196/79770","url":null,"abstract":"<p><strong>Background: </strong>Eating difficulties are increasingly prevalent among young people, yet service capacity remains limited. Digital interventions may provide accessible, scalable support, particularly for those with mild, subthreshold, or early-stage symptoms who do not meet criteria for specialist care. Low self-esteem is widely recognized as a key psychological risk factor in the onset and persistence of eating disorders, and negative self-evaluation, particularly around body image and social acceptance, can heighten vulnerability to the maladaptive thoughts and behaviors seen in conditions such as anorexia nervosa, bulimia nervosa, and binge-eating disorder. Clarifying this relationship is essential for developing effective prevention and early intervention strategies.</p><p><strong>Objective: </strong>This pilot case series reports on 5 individuals aged 19-25 (mean 22, SD 2.19) years with mild eating disorders who used the Worth Warrior app, a mobile intervention incorporating principles of enhanced cognitive behavioral therapy strategies targeting low self-esteem, body image concerns, and disordered eating behaviors.</p><p><strong>Methods: </strong>An uncontrolled 3-phase design (baseline, post-app familiarization, and follow-up) was used. Participants completed standardized self-report tools, including the Eating Disorder Examination Questionnaire and Rosenberg Self-Esteem Scale. Feedback on usability, acceptability, and safety was also collected via online questionnaires.</p><p><strong>Results: </strong>Outcome measures at follow-up showed improvements in eating disorder symptomatology in 3/5 cases, and in self-esteem in 4/5 cases; those with milder symptomatology indicated the most benefit. Reductions in eating concerns, weight concerns, and related behaviors were observed in most, though not all, cases. Participants valued interactive enhanced cognitive behavioral therapy features and journaling functions, while noting areas for improvement such as reminders and incentives for use and preventions for maladaptive use of the free-text facilities.</p><p><strong>Conclusions: </strong>Findings suggest the Worth Warrior app may be suited as an acceptable and effective standalone tool for individuals with mild eating disorder symptoms, and used as an adjunct to traditional treatment alongside clinician supervision for those with more severe presentations to promote the greatest patient safety. These exploratory case study findings suggest that the app has the potential to support improvements in self-esteem and mild eating disorder symptomatology; however, as a preliminary case series, these results are not generalizable but provide a foundation for larger, controlled studies of digital early intervention.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e79770"},"PeriodicalIF":2.0,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12818502/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146010795","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}
Meg Fotheringham, Laura E Forbes, Petros Papagerakis, Jessica Lieffers
Background: Tooth decay is an important public health concern affecting individuals of all ages. Dietary intake is critical to tooth decay prevention as both the types of foods and beverages consumed and how food and beverages are consumed (eg, frequency) can impact risk. Foods and beverages can both protect against and promote tooth decay.
Objective: This study aims to explore information targeted to the public on diet and tooth decay available from websites of professional organizations and regulatory bodies in Canada and the readability of this information.
Methods: Canadian websites of regulatory bodies and professional organizations for dietitians, oral health professionals, nurses, and physicians in Canada were thoroughly searched by 2 researchers (MF and JL) from June to August 2020 for information related to diet and tooth decay targeted to the public. Web pages were downloaded and underwent content analysis using NVivo software (version 12; QSR International). For each website, approximately 2 web pages focused on diet and tooth decay were selected to undergo readability testing.
Results: Overall, 213 web pages from 23 websites were found to contain information on diet and tooth decay. Of the 23 websites analyzed, 12 (52%) were from dental organizations, 7 (30%) from dental hygiene organizations, and only 1 (4%) from a dietitian organization. Messaging was present on numerous web pages focusing on diet and tooth decay and those that have other focuses (eg, oral hygiene tips for infants and children and general oral health tips). Messaging depth varied across all web pages, ranging from general advice (eg, consume a "healthy diet") to specific recommendations (eg, amount of juice to consume per day). Many web pages targeted parents and school-aged children; fewer web pages targeted other age groups (eg, adolescents and older adults). Three major themes were identified: Foods, Beverages, and Behaviors to Limit; Foods, Beverages, and Behaviors to Choose; and Mixed and Other Unclear Messages. The most frequently discussed topic was sugar (mentioned in 67% of web pages). Sugar was often discussed in the context of limitation, infant feeding, and strategies for tooth-friendly consumption. The average Flesch-Kincaid grade level was 7.1 (SD 1.8), which exceeds the grade 6-level recommendation.
Conclusions: This analysis of web pages found that diet and tooth decay was heavily discussed throughout websites for Canadian health professional organizations, with many web pages targeting parents and school-aged children. The readability of many analyzed web pages was above the recommended grade 6 reading level. The development of comprehensive national guidelines related to diet and tooth decay would be helpful to ensure that consistent and clear messaging is available on this topic.
{"title":"Canadian Professional Association Resources on Diet and Tooth Decay: Website Content Analysis.","authors":"Meg Fotheringham, Laura E Forbes, Petros Papagerakis, Jessica Lieffers","doi":"10.2196/59474","DOIUrl":"10.2196/59474","url":null,"abstract":"<p><strong>Background: </strong>Tooth decay is an important public health concern affecting individuals of all ages. Dietary intake is critical to tooth decay prevention as both the types of foods and beverages consumed and how food and beverages are consumed (eg, frequency) can impact risk. Foods and beverages can both protect against and promote tooth decay.</p><p><strong>Objective: </strong>This study aims to explore information targeted to the public on diet and tooth decay available from websites of professional organizations and regulatory bodies in Canada and the readability of this information.</p><p><strong>Methods: </strong>Canadian websites of regulatory bodies and professional organizations for dietitians, oral health professionals, nurses, and physicians in Canada were thoroughly searched by 2 researchers (MF and JL) from June to August 2020 for information related to diet and tooth decay targeted to the public. Web pages were downloaded and underwent content analysis using NVivo software (version 12; QSR International). For each website, approximately 2 web pages focused on diet and tooth decay were selected to undergo readability testing.</p><p><strong>Results: </strong>Overall, 213 web pages from 23 websites were found to contain information on diet and tooth decay. Of the 23 websites analyzed, 12 (52%) were from dental organizations, 7 (30%) from dental hygiene organizations, and only 1 (4%) from a dietitian organization. Messaging was present on numerous web pages focusing on diet and tooth decay and those that have other focuses (eg, oral hygiene tips for infants and children and general oral health tips). Messaging depth varied across all web pages, ranging from general advice (eg, consume a \"healthy diet\") to specific recommendations (eg, amount of juice to consume per day). Many web pages targeted parents and school-aged children; fewer web pages targeted other age groups (eg, adolescents and older adults). Three major themes were identified: Foods, Beverages, and Behaviors to Limit; Foods, Beverages, and Behaviors to Choose; and Mixed and Other Unclear Messages. The most frequently discussed topic was sugar (mentioned in 67% of web pages). Sugar was often discussed in the context of limitation, infant feeding, and strategies for tooth-friendly consumption. The average Flesch-Kincaid grade level was 7.1 (SD 1.8), which exceeds the grade 6-level recommendation.</p><p><strong>Conclusions: </strong>This analysis of web pages found that diet and tooth decay was heavily discussed throughout websites for Canadian health professional organizations, with many web pages targeting parents and school-aged children. The readability of many analyzed web pages was above the recommended grade 6 reading level. The development of comprehensive national guidelines related to diet and tooth decay would be helpful to ensure that consistent and clear messaging is available on this topic.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e59474"},"PeriodicalIF":2.0,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12818494/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146010731","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}
Jong Hyung Lee, Roy T Sabo, Jacqueline Britz, Benjamin Webel, Kelly M Rodriguez, Evan French, Alex H Krist
<p><strong>Background: </strong>Telehealth has emerged as an essential health care tool, particularly during the COVID-19 pandemic, when in-person medical services were significantly restricted. While telehealth adoption surged during the pandemic, disparities in its access and use have been observed, especially among vulnerable populations. Understanding these trends and identifying barriers is crucial for promoting equitable health care delivery.</p><p><strong>Objective: </strong>This study aims to assess disparities in telehealth use across Virginia, focusing on demographic, socioeconomic, and geographic factors influencing access. Using spatial modeling, we evaluate the association between community-level characteristics and telehealth use. Our findings can highlight areas where telehealth remains underused, informing targeted interventions to improve equitable access.</p><p><strong>Methods: </strong>A retrospective observational analysis was conducted from 2016 to 2021 using data from the Virginia All-Payer Claims Database (APCD) and demographic data from the American Community Survey. Annual telehealth use rates were calculated at the zip code tabulation area level during the study period. Demographic and socioeconomic variables, such as educational attainment, poverty, and broadband internet access, along with geographic factors, including population density and rurality, were incorporated. A Bayesian spatial regression with conditional autoregressive priors on zip code tabulation area-level random effects was used to assess the relationship between telehealth use and community-level characteristics. The deviance information criterion was used to select the final model. Results were presented as relative risks (RRs) with 95% credible intervals.</p><p><strong>Results: </strong>The trends showed an increase in telehealth use during the pandemic, with rural areas showing the most notable rise in 2020 (41.2% of all the visits), up from 14.2% in 2016, representing a statistically significant upward trend (P<.001). However, by 2021, telehealth use shifted, with suburban areas leading (43.1% of the visits), while rural areas followed (37.7%), indicating evolving patterns of adoption over time. Some sociodemographic factors exhibited temporal shifts in their association with telehealth use. Disparities in telehealth use among older adults improved, as the adjusted RR increased from 0.74 in 2019 to 0.95 in 2020, though a slight decline was observed in 2021 (RR 0.92, 95% credible interval 0.89-0.96). Conversely, disparities among non-Hispanic Black populations widened, with adjusted RR declining from 0.96 in 2020 to 0.93 in 2021 (95% credible interval 0.90-0.97), signaling persistent disparities. Higher telehealth use was associated with better broadband access (adjusted RR 1.06, 95% credible interval 1.01-1.11) and increased population density (adjusted RR 1.07, 95% credible interval 1.02-1.12).</p><p><strong>Conclusions: </strong>Telehealth use su
{"title":"Bayesian Spatial Analysis of Trends and Disparities in Telehealth Use During the COVID-19 Pandemic: Retrospective Observational Study.","authors":"Jong Hyung Lee, Roy T Sabo, Jacqueline Britz, Benjamin Webel, Kelly M Rodriguez, Evan French, Alex H Krist","doi":"10.2196/73271","DOIUrl":"10.2196/73271","url":null,"abstract":"<p><strong>Background: </strong>Telehealth has emerged as an essential health care tool, particularly during the COVID-19 pandemic, when in-person medical services were significantly restricted. While telehealth adoption surged during the pandemic, disparities in its access and use have been observed, especially among vulnerable populations. Understanding these trends and identifying barriers is crucial for promoting equitable health care delivery.</p><p><strong>Objective: </strong>This study aims to assess disparities in telehealth use across Virginia, focusing on demographic, socioeconomic, and geographic factors influencing access. Using spatial modeling, we evaluate the association between community-level characteristics and telehealth use. Our findings can highlight areas where telehealth remains underused, informing targeted interventions to improve equitable access.</p><p><strong>Methods: </strong>A retrospective observational analysis was conducted from 2016 to 2021 using data from the Virginia All-Payer Claims Database (APCD) and demographic data from the American Community Survey. Annual telehealth use rates were calculated at the zip code tabulation area level during the study period. Demographic and socioeconomic variables, such as educational attainment, poverty, and broadband internet access, along with geographic factors, including population density and rurality, were incorporated. A Bayesian spatial regression with conditional autoregressive priors on zip code tabulation area-level random effects was used to assess the relationship between telehealth use and community-level characteristics. The deviance information criterion was used to select the final model. Results were presented as relative risks (RRs) with 95% credible intervals.</p><p><strong>Results: </strong>The trends showed an increase in telehealth use during the pandemic, with rural areas showing the most notable rise in 2020 (41.2% of all the visits), up from 14.2% in 2016, representing a statistically significant upward trend (P<.001). However, by 2021, telehealth use shifted, with suburban areas leading (43.1% of the visits), while rural areas followed (37.7%), indicating evolving patterns of adoption over time. Some sociodemographic factors exhibited temporal shifts in their association with telehealth use. Disparities in telehealth use among older adults improved, as the adjusted RR increased from 0.74 in 2019 to 0.95 in 2020, though a slight decline was observed in 2021 (RR 0.92, 95% credible interval 0.89-0.96). Conversely, disparities among non-Hispanic Black populations widened, with adjusted RR declining from 0.96 in 2020 to 0.93 in 2021 (95% credible interval 0.90-0.97), signaling persistent disparities. Higher telehealth use was associated with better broadband access (adjusted RR 1.06, 95% credible interval 1.01-1.11) and increased population density (adjusted RR 1.07, 95% credible interval 1.02-1.12).</p><p><strong>Conclusions: </strong>Telehealth use su","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":"10 ","pages":"e73271"},"PeriodicalIF":2.0,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12869146/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146010724","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}