ArticleJournal of medical Internet research2020
Understanding the Intention to Use Telehealth Services in Underserved Hispanic Border Communities: Cross-Sectional Study.
Article in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 61 citations in OpenAlex.
- Barriers to and Facilitators of Digital Health Among Culturally and Linguistically Diverse Populations: Qualitative Systematic Review.Journal of medical Internet research · 2023Pooled it
- Postpandemic Telehealth Use: Patterns and Barriers for Older Adults in the United States, 2024.American journal of public health · 2026Article
- Usability, Benefits, and Barriers Associated With Patients' Access to Electronic Health Record-Integrated Telehealth in Hospitals in Riyadh: Qualitative Study.JMIR formative research · 2025Article
- Digital Divide in Awareness, Want, and Adoption Across Diverse eHealth Services: Cross-Sectional Survey of Inpatients in Jinan, China.Journal of medical Internet research · 2025Article
- Assessment of Telehealth Literacy in Users: Survey and Analysis of Demographic and Behavioral Determinants.Healthcare (Basel, Switzerland) · 2025Article
- Factors Affecting Patients' Use of Telehealth Services: Cross-Sectional Survey Study.Journal of medical Internet research · 2025Article
- Knowledge comparison amongst telehealth service utilized and never-utilized adults in Bangladesh: a cross-sectional study.Annals of medicine and surgery (2012) · 2025Article
- Digital Health Technology Use Among Spanish Speakers in the US: A Scoping Review.JAMA network open · 2025Article
- Acceptance and adoption determinants of telemedicine in public healthcare institutions.Curationis · 2025Article
- eHealth Literacy Interventions With U.S.-Based Older Adult Spanish-Speaking Latinos: An Empty Systematic Review.Innovation in aging · 2025Review
- Use of telephone calls to manage glycemic control at Mexico's northern border.Frontiers in endocrinology · 2025Article
- Attitudes, Awareness, and Willingness of Iranians Toward Using Telemedicine in Post-COVID Era: A Cross-Sectional Study.Health science reports · 2025Article
- Telehealth Uptake Among Hispanic People During COVID-19: Retrospective Observational Study.JMIR medical informatics · 2024Article
- Exploring behavioral intention to use telemedicine services post COVID-19: a cross sectional study in Saudi Arabia.Frontiers in public health · 2024Observational
- Article
- Joining telehealth in rheumatology: a survey on the role played by personalized experience from patients' perspective.BMC health services research · 2023Article
- Disparities in telehealth access, not willingness to use services, likely explain rural telehealth disparities.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2023Article
- Telehealth Usage Among Low-Income Racial and Ethnic Minority Populations During the COVID-19 Pandemic: Retrospective Observational Study.Journal of medical Internet research · 2023Observational
- A profile of patients' and doctors' perceptions, acceptance, and utilization of e-health in a deprived region in southwestern China.PLOS digital health · 2023Article
- Gauging the Changing Landscape: Telehealth Perceptions among Hispanic Females with Breast Cancer.International journal of environmental research and public health · 2023Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite the United States having one of the leading health care systems in the world, underserved minority communities face significant access challenges. These communities can benefit from telehealth innovations that promise to improve health care access and, consequently, health outcomes. However, little is known about the attitudes toward telehealth in these communities, an essential first step toward effective adoption and use.
objectiveThe purpose of this study is to assess the factors that shape behavioral intention to use telehealth services in underserved Hispanic communities along the Texas-Mexico border and examine the role of electronic health (eHealth) literacy in telehealth use intention.
methodsWe used cross-sectional design to collect data at a community health event along the Texas-Mexico border. The area is characterized by high poverty rates, low educational attainment, and health care access challenges. Trained bilingual students conducted 322 in-person interviews over a 1-week period. The survey instrument assessed sociodemographic information and telehealth-related variables. Attitudes toward telehealth were measured by asking participants to indicate their level of agreement with 9 statements reflecting different aspects of telehealth use. For eHealth literacy, we used the eHealth Literacy Scale (eHEALS), an 8-item scale designed to measure consumer confidence in finding, evaluating, and acting upon eHealth information. To assess the intention to use telehealth, we asked participants about the likelihood that they would use telehealth services if offered by a health care provider. We analyzed data using univariate, multivariate, and mediation statistical models.
resultsParticipants were primarily Hispanic (310/319, 97.2%) and female (261/322, 81.1%), with an average age of 43 years. Almost three-quarters (219/298) reported annual household incomes below $20,000. Health-wise, 42.2% (136/322) self-rated their health as fair or poor, and 79.7% (255/320) were uninsured. The overwhelming majority (289/319, 90.6%) had never heard of telehealth. Once we defined the term, participants exhibited positive attitudes toward telehealth, and 78.9% (254/322) reported being somewhat likely or very likely to use telehealth services if offered by a health care provider. Based on multivariate proportional odds regression analysis, a 1-point increase in telehealth attitudes reduced the odds of lower versus higher response in the intention to use telehealth services by 23% (OR 0.77, 95% CI 0.73-0.81). Mediation analysis revealed that telehealth attitudes fully mediated the association between eHealth literacy and intention to use telehealth services. For a 1-point increase in eHEALS, the odds of lower telehealth use decreased by a factor of 0.95 (5%; OR 0.95, 95% CI 0.93-0.98; P<.001) via the increase in the score of telehealth attitudes.
conclusionsTelehealth promises to address many of the access challenges facing ethnic and racial minorities, rural communities, and low-income populations. Findings underscore the importance of raising awareness of telehealth and promoting eHealth literacy as a key step in fostering positive attitudes toward telehealth and furthering interest in its use.
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