Expanding access to high-quality plain-language patient education information through context-specific hyperlinks

Observational OA: closed
📄 Open PDF View on PubMed
⚙ AI-generated summary by qwen3.7-flash, 2026-08-27 ⓘ

A retrospective cohort study of 12,877 patients found that embedding plain-language hyperlinks in medical records increased access to education materials for Black and Latino patients, demonstrating that such tools can mitigate digital divide barriers.

One-sentence paraphrase of the abstract; not a substitute for reading it. No clinical advice. How this works

Abstract

Medical records, which are increasingly directly accessible to patients, contain highly technical terms unfamiliar to many patients. A federally qualified health center (FQHC) sought to help patients interpret their records by embedding context-specific hyperlinks to plain-language patient education materials in its portal. We assessed the impact of this innovation through a 3-year retrospective cohort study. A total of 12,877 (10% of all patients) in this safety net population had used the MPC links. Black patients, Latino patients comfortable using English, and patients covered by Medicaid were more likely to use the informational hyperlinks than other patients. The positive association with black race and Latino ethnicity remained statistically significant in multivariable models that controlled for insurance type. We conclude that many of the sociodemographic factors associated with the digital divide do not present barriers to accessing context-specific patient education information once in the portal. In fact, this type of highly convenient plain-language patient education may provide particular value to patients in traditionally disadvantaged groups.

My notes (saved in your browser only)

MeSH descriptors

Electronic Health Records Hypermedia Information Storage and Retrieval MedlinePlus Patient Education as Topic Terminology as Topic Adolescent Adult Aged Black or African American Female Hispanic or Latino Humans Information Storage and Retrieval Internet Male Medicaid Middle Aged Retrospective Studies United States

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.

Source provenance

europepmc
last seen: 2026-10-25T09:32:14.900964+00:00
pubmed
last seen: 2026-10-08T21:19:26.535059+00:00