Evidence map›Paper›PMID 42270880›Full record

ArticleJournal of general internal medicine2026

Prevalence of Limited Health Literacy During Middle Adulthood and Its Associations with Health Self-Management and Physical Function.

Abigail Vogeley, Andrea Russell, Fangyu Yeh, Laura Curtis, Lauren Opsasnick, Julia Yoshino Benavente, Morgan Bonham, Rebecca Lovett, Sophia W Light, Britney Sun and 6 more

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Article in Journal of general internal medicine, 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
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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

16 authors.

Abigail VogeleyDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. abigail.vogeley@northwestern.edu.ORCID http://orcid.org/0000-0003-4812-5155
Andrea RussellDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Fangyu YehDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Laura CurtisDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Lauren OpsasnickDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Julia Yoshino BenaventeDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Morgan BonhamDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Rebecca LovettDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Sophia W LightDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Britney SunDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Prophecy AgyareDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Patrick CecilDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Rodolfo ZuletaDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Stephen D PersellDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Minjee KimDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Michael S WolfDivision of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.

Funding

Health Literacy and Cognitive Function among Middle-Aged Adults: The MidCog StudyR01AG070212 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI ADAM M BRICKMAN, Michelle M Mielke · 2021 to 2026
$4.9M
Sleep Health and Cognitive Function among Middle-aged Adults: the SleepCog StudyK23AG088497 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Minjee Kim · 2024 to 2026
$575k
NIA NIH HHS K23 AG088497NIA NIH HHS R01AG070212
6 · The paper itself

Abstract

backgroundAlthough the relationship between health literacy and health self-management has been studied in older adults, it is understudied in middle-aged, primary care patients.

objectiveTo determine the prevalence of limited health literacy and health self-management among middle-aged adults and associations with self-reported physical function.

designCross-sectional analyses from interviews assessing health literacy, self-management capacity, and physical function. PATIENTS: 942 middle-aged, primary care patients in Chicago, IL participating in a longitudinal cognitive aging cohort study ('MidCog'). MAIN MEASURES: We assessed health literacy using the Newest Vital Sign, health self-management skills using the Comprehensive Health Activities Scale Short Form, and self-reported physical function using the Patient Reported Outcomes Measurement Information System Physical Function Scale. KEY

resultsAbout one in eight adults (13.2%) presented with low health literacy and 19.3% had marginal abilities. Low health literacy was associated with less education, lower income, unemployment, and identifying as non-Hispanic Black or Hispanic/Latino. Those with low health literacy had more chronic conditions, more prescription medications, and worse performance on a cognitive screener. In multivariable models controlling for age, race, sex, education, income, and number of chronic conditions, compared to those with adequate health literacy, performance on health management tasks was worse among individuals with low (β = -15.5; 95% CI: -19.7 to -11.2; p < 0.001) and marginal health literacy (β = -8.4; 95% CI: -11.6 to -5.0; p < 0.001). Although initially significant, after adjusting for covariates, the relationship between health literacy and physical function was no longer significant for either low (β = -0.3; 95% CI: -2.2 to 1.6; p = 0.75) or marginal groups (β = -1.1; 95% CI: -2.6 to 0.3; p = 0.13).

conclusionsOur results suggest a significant proportion of this middle-aged primary care sample, some already managing multiple chronic conditions, demonstrated limited health literacy and health self-management, potentially leading to greater risk of poorer physical health in later life.

Indexed as

chronic illnesshealth literacyhealth self-managementmidlifeprimary care

Identifiers

What Socratic holds

Textmetadata
Read underepoch 390

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 Socratic graph.