ArticleJournal of medical Internet research2023
Targeting Patients' Cognitive Load for Telehealth Video Visits Through Student-Delivered Helping Sessions at a United States Federally Qualified Health Center: Equity-Focused, Mixed Methods Pilot Intervention Study.
Article in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it, 42 citations in OpenAlex.
- Telemedicine Implementation for Safety Net Populations: A Systematic Review.Telemedicine journal and e-health : the official journal of the American Telemedicine Association · 2024Pooled it
- Confronting complexity: toward equitable healthcare technology design and evaluation for socioeconomically marginalized patients.JAMIA open · 2026Article
- Closing the digital divide for hemodialysis patients: implementing technology training and support in a digital patient activation intervention.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Contextualizing key principles to promote a justice-oriented informatics research agenda: proceedings and reflections from an American Medical Informatics Association workshop.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Predicting Anticipated Telehealth Use: Development of the CONTEST Score and Machine Learning Models Using a National U.S. Survey.Healthcare (Basel, Switzerland) · 2026Article
- Support Strategies and Interventions for eHealth Inclusion: Scoping Review.Journal of medical Internet research · 2025Article
- Digital Health Technology Infrastructure Challenges to Support Health Equity in the United States: Scoping Review.Journal of medical Internet research · 2025Article
- Barriers to telehealth uptake and use: a scoping review.JAMIA open · 2025Review
- Factors Influencing Telehealth Satisfaction Among Liver and Kidney Transplant Recipients.Clinical nursing research · 2025Article
- Health information-seeking behavior in stroke patients and its relationship with Behavioral decision-making: a latent profile analysis.Frontiers in neurology · 2025Article
- Automatic Enrollment in Patient Portal Systems Mitigates the Digital Divide in Healthcare: An Interrupted Time Series Analysis of an Autoenrollment Workflow Intervention.Journal of medical systems · 2024Article
- Patient safety in remote primary care encounters: multimethod qualitative study combining Safety I and Safety II analysis.BMJ quality & safety · 2024Article
- Training Service Users in the Use of Telehealth: Scoping Review.Journal of medical Internet research · 2024Article
- Understanding the Sociocultural Challenges and Opportunities for Affordable Wearables to Support Poststroke Upper-Limb Rehabilitation: Qualitative Study.JMIR rehabilitation and assistive technologies · 2024Article
- Primary Technology Enhanced Care Home HbA1c Testing (PTEC HAT) programme: a feasibility pilot study in Singapore.BMC primary care · 2024Article
- Human technology intermediation to reduce cognitive load: understanding healthcare staff members' practices to facilitate telehealth access in a Federally Qualified Health Center patient population.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- Telehealth delivery of physical therapist-led interventions for persons with chronic low back pain in underserved communities: lessons from pragmatic clinical trials.Frontiers in pain research (Lausanne, Switzerland) · 2024Article
- Establishing a Centralized Virtual Visit Support Team: Early Insights.Healthcare (Basel, Switzerland) · 2023Article
- A systematic review of user-based usability testing practices in self-care mHealth apps.Digital healthReview
Corrections and comments
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Authors and funding
15 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundThe task complexity involved in connecting to telehealth video visits may disproportionately impact health care access in populations already experiencing inequities. Human intermediaries can be a strategy for addressing health care access disparities by acting as technology helpers to reduce the cognitive load demands required to learn and use patient-facing telehealth technologies.
objectiveWe conducted a cognitive load theory-informed pilot intervention involving warm accompaniment telehealth helping sessions with patients at a Federally Qualified Health Center (FQHC). We demonstrate how to design and report recruitment methods, reach, delivery process, and the preliminary impact of a novel equity-focused intervention.
methodsEarly into the COVID-19 pandemic a telehealth helping session was offered to patients at FQHC via phone. Graduate students led the sessions on conducting a telehealth video test run or helping with patient portal log-in. They systematically recorded their recruitment efforts, intervention observations, and daily reflection notes. Following the intervention, we asked the intervention participants to participate in an interview and all patients who had telehealth visits during and 4 weeks before and after the intervention period to complete a survey. Electronic health records were reviewed to assess telehealth visit format changes. Descriptive and inferential statistical analyses of the recruitment records, electronic health record data, and surveys were performed. Through integrative analysis, we developed process-related themes and recommendations for future equity-focused telehealth interventions.
resultsOf the 239 eligible patients, 34 (14.2%) completed the intervention and 3 (1.2%) completed subsequent interviews. The intervention participants who completed the survey (n=15) had lower education and less technological experience than the nonintervention survey participants (n=113). We identified 3 helping strategies for cognitive load reduction: providing step-by-step guidance for configuring and learning, building rapport to create confidence while problem-solving, and being on the same page to counter informational distractions. Intervention participants reported increased understanding but found that learning the video visit software was more difficult than nonintervention participants. A comparison of visit experiences did not find differences in difficulty (cognitive load measure) using telehealth-related technologies, changes to visit modality, or reported technical problems during the visit. However, the intervention participants were significantly less satisfied with the video visits.
conclusionsAlthough a limited number of people participated in the intervention, it may have reached individuals more likely to need technology assistance. We postulate that significant differences between intervention and nonintervention participants were rooted in baseline differences between the groups' education level, technology experience, and technology use frequency; however, small sample sizes limit conclusions. The barriers encountered during the intervention suggest that patients at FQHC may require both improved access to web-based technologies and human intermediary support to make telehealth video visits feasible. Future large, randomized, equity-focused studies should investigate blended strategies to facilitate video visit access.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.