Evidence map›Paper›PMID 40425480›Full record

ArticleAnnals of family medicine2025

Adherence Labeling: Understanding the Origins, Limitations, and Ethical Challenges of "Diagnosing" Nonadherence.

Sourik Beltrán, Peter F Cronholm, Stephen J Bartels

Abstract read
In one paragraph

Article in Annals of family medicine, 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

3 authors.

Sourik BeltránDepartment of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts SBELTRAN@bidmc.harvard.edu.
Peter F CronholmDepartment of Family Medicine and Community Health, University of Pennsylvania, Philadelphia, Pennsylvania.
Stephen J BartelsThe Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Promoting adherence to medical recommendations remains one of the oldest yet most persistent challenges of modern clinical practice. Although increasingly sympathetic to structural forces that affect health behavior, standard models frequently conceptualize nonadherence as a phenomenon of patient behavior, a self-evident quality belonging to patients that is responsible for a myriad of undesired outcomes. We contend, however, that this approach not only fails to consider the role of the clinician in the concept's origins in clinical encounters, but also has facilitated the use of adherence terms (eg, nonadherent, noncompliant, treatment resistant) as pejorative social labels to the detriment of the physician-patient relationship. Used without care, such terminology can alter the meaning assigned to patients' behaviors so that structural barriers to care such as poverty and systemic racism are reframed as problems of poor attitude or effort. This article explores the functions of adherence terms as social labels by reviewing their underlying logic in clinical settings and outlining pitfalls in the pathologization of nonadherence in research and practice. We propose the concept of adherence labeling-the assessment, classification, and dissemination of clinicians' perceptions of patients' adherence through social labels-as an alternative model to understand how adherence terms may inadvertently obstruct the care of marginalized patients.

Indexed as

Patient CompliancePhysician-Patient RelationsHumansMedication AdherenceTerminology as Topicadherencebarriersbiasbioethicshealth behaviorminority groupsmotivationpatient noncompliancephysician-patient relationsprimary care issues: patient-centered caresocial labelssocial marginalizationstigmasystemic racismvulnerable populations

Identifiers

PMID40425480
PMCPMC12120160

What OpenQuestion holds

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Registered trials

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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.