Observational studyJournal of medical Internet research2023
Telehealth Usage Among Low-Income Racial and Ethnic Minority Populations During the COVID-19 Pandemic: Retrospective Observational Study.
Observational study 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 55 papers, 1 of them a synthesis that pooled it.
What it found
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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
55 citing papers in PubMed, 1 synthesis or guideline pooled it, 74 citations in OpenAlex.
- Patient perspectives on telehealth access among people experiencing homelessness: a rapid review.International journal for equity in health · 2026Pooled it
- Investigating the Impact of Screen-Sharing Visual Aids during Genomic Results Disclosure via Telehealth in Diverse Families in the TeleKidSeq Pilot Study.Public health genomics · 2025Trial
- Telehealth Use and Satisfaction in Primary and Mental Health Care Across 9 High-Income Countries.Mayo Clinic proceedings. Digital health · 2026Article
- The Impact of Telehealth Use Experience on Recruitment of Underserved Populations Into a Telehealth-Delivered Mindfulness-Based Trial for Patients With Chronic Low Back Pain: Cross-Sectional Survey.JMIR mHealth and uHealth · 2026Article
- Sustainability in Quality Improvement: Outcomes of a Novel Pediatric Virtual Urgent Care in Ontario, Canada.The western journal of emergency medicine · 2026Article
- Barriers to Digital Health Utilization and Equity Among a Community Cohort of Adults with HIV in New York City.AIDS and behavior · 2026Article
- Telehealth utilization during the COVID-19 pandemic: comparing breast cancer survivors to non-cancer patients and implications for current practice.Breast cancer research and treatment · 2026Article
- Patient Characteristics Associated With Telehealth Use in a Large Federally Qualified Health Center.The Permanente journal · 2026Article
- AI Triage in Primary Care: Building Safer and More Equitable Real-World Evidence.Journal of medical Internet research · 2026Article
- Article
- Regional Differences in Telemedicine Utilization by Patient in Late and Post-COVID-19 Pandemic Japan.Health services insights · 2026Article
- A consensus-based evaluation framework for telehealth in resource-constrained settings: evidence from a community Delphi study in Colombia.Frontiers in digital health · 2026Article
- Telemedicine for new immigrant children in the US: a tool for equity or another layer of disparity?Frontiers in pediatrics · 2026Review
- Telehealth services utilization among middle-aged and older informal caregivers: evidence from national-level data in the United States.Frontiers in public health · 2026Article
- Census-tract broadband connectivity and the risk of diabetes, hypertension and obesity/overweight in California.BMC public health · 2025Article
- Demographic and socioeconomic factors influencing the adoption of telehealth services for substance use treatment.BMC public health · 2025Article
- The Rise of Telemedicine in Orthopaedic Trauma Follow-Up Care and Its Long-Term Outcomes: A Narrative Review.Cureus · 2025Review
- Mental Health Care Utilization Among Spanish-Speaking Hispanics in the Aftermath of COVID-19 and a Continuously Changing System.Journal of racial and ethnic health disparities · 2025Article
- A Comparative Analysis of Healthcare Quality Perception Among Different Vulnerable Populations with and without Telehealth Utilization: A Cross-Sectional Study from the Health Information National Trends Survey.Journal of racial and ethnic health disparities · 2025Article
- "What Good Is That?"-Perspectives of Using Telehealth to Discuss Serious Illness with Urban-Dwelling Low-Income Older Adults in Assisted Living.Journal of urban health : bulletin of the New York Academy of Medicine · 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
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite considerable efforts to encourage telehealth use during the COVID-19 pandemic, we witnessed a potential widening of health inequities that may continue to plague the US health care system unless we mitigate modifiable risk factors.
objectiveThis study aimed to examine the hypothesis that there are systemic differences in telehealth usage among people who live at or below 200% of the federal poverty level. Factors that we consider are age, gender, race, ethnicity, education, employment status, household size, and income.
methodsA retrospective observational study was performed using the COVID-19 Research Database to analyze factors contributing to telehealth inequities. The study period ranged from March 2020 to April 2021. The Office Ally database provided US claims data from 100 million unique patients and 3.4 billion claims. The Analytics IQ PeopleCore Consumer database is nationally representative of 242.5 million US adults aged 19 years and older. We analyzed medical claims to investigate the influence of demographic and socioeconomic factors on telehealth usage among the low-income racial and ethnic minority populations. We conducted a multiple logistic regression analysis to determine the odds of patients in diverse groups using telehealth during the study period.
resultsAmong 2,850,831 unique patients, nearly 60% of them were female, 75% of them had a high school education or less, 49% of them were unemployed, and 62% of them identified as non-Hispanic White. Our results suggest that 9.84% of the patients had ≥1 telehealth claims during the study period. Asian (odds ratio [OR] 1.569, 95% CI 1.528-1.611, P<.001) and Hispanic (OR 1.612, 95% CI 1.596-1.628, P<.001) patients were more likely to use telehealth than non-Hispanic White and -Black patients. Patients who were employed full-time were 15% (OR 1.148, 95% CI 1.133-1.164, P<.001) more likely to use telehealth than unemployed patients. Patients who identified as male were 12% (OR 0.875, 95% CI 0.867-0.883, P<.001) less likely to use telehealth than those who identified as female. Patients with high school education or less were 5% (OR 0.953, 95% CI 0.944-0.962, P<.001) less likely to use telehealth than those with a bachelor's degree or higher. Patients in the 18-44-year age group were 32% (OR 1.324, 95% CI 1.304-1.345, P<.001) more likely to use telehealth than those in the ≥65-year age group.
conclusionsFactors that impact telehealth usage include age, gender, race, education, employment status, and income. While low-income racial and ethnic minority communities are at greater risk for health inequities among this group, Hispanic communities are more likely to use telehealth, and non-Hispanic Black patients continue to demonstrate telehealth inequity. Gender, age, and household income contribute to health inequities across gradients of poverty. Strategies to improve health use should consider characteristics of subgroups, as people do not experience poverty equally.
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