Evidence map›Paper›PMID 39578983›Full record

ArticleJournal of the American Geriatrics Society2025

Characterizing patient portal use of people with cognitive impairment and potentially inappropriate medications.

Ariel R Green, Daniel Martin, Andrew Jessen, Mingche M J Wu, Andrea E Daddato, Rosalphie Quiles Rosado, Kelly T Gleason, Aleksandra Wec, Jennifer L Wolff, Casey O Taylor and 1 more

Abstract read
In one paragraph

Article in Journal of the American Geriatrics Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Ariel R GreenDivision of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0003-4127-4617
Daniel MartinKaiser Permanente Colorado Institute for Health Research, Aurora, Colorado, USA.
Andrew JessenKaiser Permanente Colorado Institute for Health Research, Aurora, Colorado, USA.
Mingche M J WuDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Andrea E DaddatoKaiser Permanente Colorado Institute for Health Research, Aurora, Colorado, USA.
Rosalphie Quiles RosadoDivision of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Kelly T GleasonJohns Hopkins University School of Nursing, Baltimore, Maryland, USA.
Aleksandra WecDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Jennifer L WolffDepartment of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Casey O TaylorDivision of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Elizabeth A BaylissKaiser Permanente Colorado Institute for Health Research, Aurora, Colorado, USA.

Funding

Consumer Health Information Technology to Engage and Support ADRD Caregivers: Research Program to Address ADRD Implementation MIlestone 13.IR35AG072310 · NIA · JOHNS HOPKINS UNIVERSITY · PI WOLFF, JENNIFER L. · 2021 to 2025
$4.3M
eAlign: A Patient Portal-based Intervention to Align Medications with What Matters MostR01AG077011 · NIA · JOHNS HOPKINS UNIVERSITY · PI Ariel Green, CHRISTINE D JONES · 2022 to 2026
$3.9M
Health Services and Outcomes Research for Aging PopulationsT32AG066576 · NIA · JOHNS HOPKINS UNIVERSITY · PI CYNTHIA Melinda BOYD, Jennifer L. Wolff · 2020 to 2026
$3.8M
NIA NIH HHS R01 AG077011NIA NIH HHS R35 AG072310NIA NIH HHS T32 AG066576NIA NIH HHS T32AG066576
6 · The paper itself

Abstract

backgroundPeople with cognitive impairment commonly use central nervous system-active potentially inappropriate medications (CNS-PIM), increasing risk of adverse outcomes. Patient portals may be a promising tool for facilitating medication-related conversations. Little is known about portal use by this population related to medications.

objectiveTo target portal interventions, we sought to identify individuals with cognitive impairment and CNS-PIM exposure who discussed medications through the portal and to determine how frequently their messages described possible adverse effects.

methodsWe used electronic health record (EHR) data from an academic health system in Maryland (Site 1) from 2017 to 2022 and pharmacy and EHR data from an integrated health system in Colorado (Site 2) in 2022 to identify people with cognitive impairment and CNS-PIM exposure who communicated about medications through the portal. At Site 1, message threads were manually categorized based on content. At Site 2, messages were categorized using natural language processing (NLP).

resultsThe Site 1 cohort included 5543 patients aged ≥65 with cognitive impairment and ≥2 outpatient visits from 2017 to 2022. Over half (n = 3072; 55%) had CNS-PIM prescriptions. Most with CNS-PIM prescriptions had portal use (n = 1987; 65%); 1320 (66%) of those patients sent messages during possible CNS-PIM exposure. Coding of a 5% random sample of message threads revealed that 3% mentioned CNS-PIM and possible adverse effects, while 8% mentioned possible adverse effects without referencing CNS-PIM. At Site 2, 4270 people had cognitive impairment and CNS-PIM exposure in 2022; of these, 1984 (46%) had portal use and 1768 (41%) sent medication-related messages during CNS-PIM exposure. NLP identified 663 (8%) messages that mentioned CNS-PIM and possible adverse effects, while 726 (41%) mentioned possible adverse effects without referencing CNS-PIM.

conclusionsPeople with cognitive impairment and care partners frequently send portal messages about medications and possible adverse effects. Identifying such messages can help target deprescribing interventions.

Indexed as

Cognitive DysfunctionInappropriate PrescribingPatient PortalsPotentially Inappropriate Medication ListAgedAged, 80 and overColoradoElectronic Health RecordsFemaleHumansMaleMarylandcognitive impairmentpatient portalpotentially inappropriate medications

Identifiers

PMID39578983
PMCPMC11908959

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.