Evidence map›Paper›PMID 41636682›Full record

ArticleJournal of managed care & specialty pharmacy2026

Socioeconomic, demographic, and medication class determinants of medication adherence: A retrospective cohort study.

Nikolay Lukyanchikov, Joshua S Choi, Phillip B Warner, Claude J Nanjo, Guilherme Del Fiol, T Joseph Mattingly, Kensaku Kawamoto

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Article in Journal of managed care & specialty pharmacy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Nikolay LukyanchikovDepartment of Biomedical Informatics, University of Utah, Salt Lake City.
Joshua S ChoiDepartment of Biomedical Informatics, University of Utah, Salt Lake City.
Phillip B WarnerDepartment of Biomedical Informatics, University of Utah, Salt Lake City.
Claude J NanjoDepartment of Biomedical Informatics, University of Utah, Salt Lake City.
Guilherme Del FiolDepartment of Biomedical Informatics, University of Utah, Salt Lake City.
T Joseph MattinglyDepartment of Pharmacotherapy, University of Utah College of Pharmacy, Salt Lake City.
Kensaku KawamotoDepartment of Biomedical Informatics, University of Utah, Salt Lake City.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedication adherence varies across socioeconomic and demographic groups. Prior work has examined these relationships in selected populations and with zip code-level socioeconomic measures, but less is known about adherence patterns across all medications when using more granular community measures and location proxies.

objectiveTo quantify associations between socioeconomic, demographic, and medication class factors and outpatient medication adherence.

methodsWe conducted a retrospective cohort study of 1,252,986 outpatient medication orders for 189,832 adults placed at a large health system in the Mountain West (University of Utah Health) from January 1, 2022, to January 1, 2024. Pharmacy, electronic health record, and Surescripts data were used. Medication adherence (proportion of days covered) was modeled with multivariate β regression with covariates including insurance, race, sex, marital and employment status, medication class, and Social Vulnerability Index socioeconomic quartile.

resultsMedicaid (adjusted odds ratio [aOR] = 0.87,

conclusionsSeveral individual-level factors had strong associations with adherence. Community-level socioeconomic vulnerability had a modest association.

Indexed as

Drug MonitoringMedication AdherenceAdultAgedCohort StudiesFemaleHumansInsurance, HealthMaleMedicaidMedicareMiddle AgedRetrospective StudiesSocioeconomic Disparities in HealthSocioeconomic FactorsUnited States

Identifiers

PMID41636682
PMCPMC12871520

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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.