Evidence map›Paper›PMID 40372754›Full record

ArticleJAMA network open2025

Digital Health Technology Use Among Spanish Speakers in the US: A Scoping Review.

Robin T Higashi, Bhaskar Thakur, Emily C Repasky, Alejandra Casillas, Bryan D Steitz, Timothy P Hogan, Christoph U Lehmann, Eric D Peterson, Ann Marie Navar, Robert W Turer

Abstract readScoping Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Robin T HigashiO'Donnell School of Public Health, The University of Texas Southwestern Medical Center, Dallas.
Bhaskar ThakurO'Donnell School of Public Health, The University of Texas Southwestern Medical Center, Dallas.
Emily C RepaskyO'Donnell School of Public Health, The University of Texas Southwestern Medical Center, Dallas.
Alejandra CasillasDivision of General International Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles.
Bryan D SteitzDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
Timothy P HoganO'Donnell School of Public Health, The University of Texas Southwestern Medical Center, Dallas.
Christoph U LehmannClinical Informatics Center, The University of Texas Southwestern Medical Center, Dallas.
Eric D PetersonDepartment of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas.
Ann Marie NavarDepartment of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas.
Robert W TurerDepartment of Emergency Medicine, The University of Texas Southwestern Medical Center, Dallas.

Funding

UT Southwestern Center for Translational MedicineUL1TR003163 · NCATS · UT SOUTHWESTERN MEDICAL CENTER · PI TOTO, ROBERT DANIEL · 2021 to 2025
$39.3M
Integrative Data Science Approach to Advance Care Coordination of ADRD by Primary Care ProvidersK01AG083133 · NIA · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Bryan Steitz · 2023 to 2026
$479k
NCATS NIH HHS UL1 TR003163NIA NIH HHS K01 AG083133
6 · The paper itself

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.

Indexed as

Digital TechnologyHispanic or LatinoTelemedicineDigital HealthHumansLanguageUnited States

Identifiers

PMID40372754
PMCPMC12082372

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.