ArticleJAMA network open2025
Digital Health Technology Use Among Spanish Speakers in the US: A Scoping Review.
Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed.
- Texting to Recruit Unassisted Tobacco Users at a Large Safety Net Health System Into Quitline Service for a Medicaid Value-Based Care Program: Pragmatic Randomized Controlled Trial.JMIR public health and surveillance · 2026Trial
- Availability of Online Spanish Language Resources in Academic Hand Surgery.Journal of hand surgery global online · 2026Article
- An Evidence-Based Framework for Patient-Facing Artificial Intelligence Integration in the Emergency Department.Journal of the American College of Emergency Physicians open · 2026Article
- Psychometric evaluation of the Spanish-language version of the health information technology usability evaluation scale (Health-ITUES).International journal of medical informatics · 2026Article
- Patient Portal Use and Care Utilization Among Hospitalized Children.Hospital pediatrics · 2026Article
- Perceptions of the Acceptability of Community-Based Breast Cancer Risk Assessment among Underserved Latinas in Maricopa County, Arizona.Journal of racial and ethnic health disparities · 2026Article
- Postpandemic Telehealth Use: Patterns and Barriers for Older Adults in the United States, 2024.American journal of public health · 2026Article
- Development and Adaptation of Bilingual Health Text Message Databases for Health Interventions in Hispanic Communities: Protocol for a Scoping Review.JMIR research protocols · 2026Article
- Mobile App-Based Smoking Cessation in Hispanic or Latino Adults: Culturally Tailored Spanish-Language Formative App Development Study.JMIR formative research · 2026Article
- Research on the implementation path of digital-intelligent healthcare based on the TAM model from the perspective of high-quality development.BMC health services research · 2026Article
- Quality cancer care for older adults from culturally and linguistically diverse backgrounds: Perspectives from the Cancer and Aging Research Group Junior Board.Journal of geriatric oncology · 2026Article
- Digital health literacy as mediator between language preference and telehealth use among Latinos in the United States.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Impact of Text Message Reminders on Attendance at a Health Center-Based Produce Market: A Quasi-Experimental Study.Journal of general internal medicine · 2026Article
- Tailoring an auricular point acupressure self-management program for chronic pain: lessons learned from rural partners.Frontiers in pain research (Lausanne, Switzerland) · 2026Article
- Language barriers in pediatric food allergy care: A single-center study on healthcare disparities.PloS one · 2026Article
- Reach, Engagement, and Acceptability of a Subclinical Telehealth Service for Spanish-Speaking Adults: Retrospective Mixed Methods Pilot Study.JMIR formative research · 2025Article
- Perspectives of Spanish-Speaking Caregivers on Pediatric Patient Portal Use.Applied clinical informatics · 2025Article
- Factors Associated With Portal and Telehealth Uptake and Use in a Minoritized, Low-Income Community: Mixed Methods Study.JMIR formative research · 2025Article
- Article
- Digital technology empowers model innovation in chronic disease management in Chinese grassroots communities.Frontiers in digital health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
Importance: Digital health technologies include patient portals, telehealth, mobile health, and web-based resources; they have the potential to expand health care access, increase quality of care, and improve health outcomes. An emerging literature describes factors associated with disparities between Spanish and English speakers with the use of digital health tools and documents. Objective: To characterize barriers and facilitators and to inform hypothesis-generating questions and intervention planning associated with digital health technology use among Spanish-speaking populations in the US. Evidence Review: Between January 2023 and April 2024, PubMed, Scopus, Web of Science, and Google Scholar were searched for publications between January 2013 and April 2024. Systematic reviews, protocols, editorials, abstracts, unpublished literature, non-peer-reviewed literature, and non-US-based and non-English studies were excluded. The Covidence platform was used to avoid duplicate records, and an abstract and full-text screening were then conducted for exclusions. Unstructured text in the final dataset was thematically analyzed. Findings: Of 688 publications searched, 192 were excluded as duplications, 277 were excluded from abstract screenings, and 113 were excluded from full-text screenings. Among the 106 included studies (68% of which were published between 2019 and 2024), 73 (69%) used quantitative methods, 15 (14%) used qualitative methods, and 18 (17%) used applied mixed methods. The primary technologies studied were characterized as portal (21% [n = 22]), telehealth (42% [n = 45]), mobile health (16% [n = 17]), web-based resources (9% [n = 10]), and mixed (studies reporting >1 technology; 11% [n = 12]). Compared with English speakers, studies revealed consistently lower portal account activation, portal use, telehealth adoption, and online resource use among Spanish speakers. Barriers to use across all technologies included limited access to technology and Wi-Fi, low literacy, and limited digital literacy. Barriers to portal and telehealth use included lack of awareness of digital tools, limited patient-facing instructions in Spanish, and interpreter-related challenges. Facilitators cited across multiple technologies included use of text messaging and social media interventions, interventions involving care partners and/or interpreters, and culturally and linguistically tailored Spanish materials. Conclusions and Relevance: The results of this scoping review suggest that Spanish-speaking persons in the US faced technology, language, and literacy-related barriers to digital technology use. Embracing support for care partners, facilitating text message or social media-oriented workflows, and ensuring that materials are linguistically and culturally tailored represent approaches for health systems, electronic health record vendors, and community health organizations to mitigate these disparities.
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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 Socratic graph.