Evidence map›Paper›PMID 42770168›Full record

ArticleLearning health systems2026

Leveraging a Locally Anchored Learning Health Care System Toward Equitable Telehealth: Assessing Broadband Access and Supporting Use of Federal Internet Subsidies in a Safety-Net Setting.

Samantha M R Kling, Jonathan G Shaw, Aaron A Tierney, Mayra Reyes, Kalijah Terilli, Louis Mckinnon, Noha Aboelata, Temesgen Woldeyesus

Abstract read
In one paragraph

Article in Learning health systems, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Samantha M R KlingEvaluation Science Unit, Division of Primary Care and Population Health, Department of Medicine, Stanford School of Medicine Stanford University Stanford California USA.ORCID https://orcid.org/0000-0001-9169-763X
Jonathan G ShawEvaluation Science Unit, Division of Primary Care and Population Health, Department of Medicine, Stanford School of Medicine Stanford University Stanford California USA.ORCID https://orcid.org/0000-0001-7884-3604
Aaron A TierneyDivision of Research Kaiser Permanente Northern California Pleasanton California USA.ORCID https://orcid.org/0000-0002-9297-9345
Mayra ReyesRoots Community Health Oakland California USA.
Kalijah TerilliDepartment of Medicine, Stanford School of Medicine Stanford University Stanford California USA.ORCID https://orcid.org/0000-0003-2198-5147
Louis MckinnonRoots Community Health Oakland California USA.
Noha AboelataRoots Community Health Oakland California USA.
Temesgen WoldeyesusRoots Community Health Oakland California USA.ORCID https://orcid.org/0009-0008-6639-8484

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To understand patients' access to telehealth and broadband and interest in the Data Sources and Study Setting: Roots Community Health, a health center focused on uplifting those impacted by systemic inequities, functions as a community-anchored learning health system (LHS). Community was engaged in data collection and intervention development through Roots' Telehealth Patient Advisory Council. A cross-sectional survey was administered to adult patients. Study Design: Roots designed and implemented an intervention to connect patients to digital access resources, including a 66-item questionnaire capturing patients' telehealth experience and barriers, device and broadband access, and awareness of ACP-a federal benefit providing up to $30 monthly toward internet for low-income households. Patients interested in ACP were offered enrollment support. Data Collection Methods: Patients were screened for ACP interest and eligibility and offered survey participation, in-person or by phone by trained clinic staff and volunteers. Principal Findings: One hundred nine patients were screened for ACP eligibility and interest; 99 completed the survey. Two-thirds (65/99) had experience with telehealth and 53% (52/99) were interested in future telehealth appointments. Patients reported several notable barriers: slow internet (46/98), no Internet access (40/99), mobile data plan issues (31/98), and downloading/using the telehealth software (31/98). Surveyed patients frequently reported utilizing the Internet for resources categorizable as Social Drivers of Health (SDOH). Most screened patients (65/109) had not heard of ACP, but over half (60/109) reported interest in applying. Conclusions: Using a community-embedded LHS approach, we found that broadband connectivity is crucial for equitable telehealth access, an essential part of healthcare in clinics that aim to remedy persistent health inequities affecting people of African descent. Policy and advocacy should prioritize this SDOH, while healthcare organizations evaluate their role in broadband policy to improve equity.

Indexed as

digital drivers of healthhealth inequitiespublic healthsocial drivers of healthstructural drivers of healthtelehealthtelemedicine

Identifiers

PMID42770168
PMCPMC13593365

What OpenQuestion holds

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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 OpenQuestion graph.