Evidence map›Paper›PMID 21879374›Full record

ArticleJournal of general internal medicine2012

Characteristics of patients with primary non-adherence to medications for hypertension, diabetes, and lipid disorders.

Marsha A Raebel, Jennifer L Ellis, Nikki M Carroll, Elizabeth A Bayliss, Brandy McGinnis, Emily B Schroeder, Susan Shetterly, Stan Xu, John F Steiner

Open access · greenAbstract readComparative Study
In one paragraph

Article in Journal of general internal medicine, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
68citing papers in PubMed, 5 pooled it
4.8field-weighted citation impact, top 4% of its field
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

68 citing papers in PubMed, 5 syntheses or guidelines pooled it, 112 citations in OpenAlex.

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  13. Determinants of adherence to obesity medication: A narrative review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025
    Review
  14. Article
  15. Not obtaining a medication the first time it is prescribed: primary non-adherence to cardiovascular pharmacotherapy.Clinical research in cardiology : official journal of the German Cardiac Society · 2024
    Review
  16. Article
  17. Article
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  20. Prevalence and predictors of primary nonadherence to medications prescribed in primary care.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2023
    Article

8 more citing papers are in PubMed but not listed here.

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

9 authors at 2 institutions in 1 country.

Marsha A RaebelInstitute for Health Research, Kaiser Permanente Colorado, Denver, CO 80237, USA. Marsha.A.Raebel@kp.org
Jennifer L Ellis
Nikki M Carroll
Elizabeth A Bayliss
Brandy McGinnis
Emily B Schroeder
Susan Shetterly
Stan Xu
John F Steiner
Kaiser Permanente · USUniversity of Colorado Denver · US

Funding

TRAINING PROGRAM IN DIABETES, ENDOCRINOLOGY &METABOLISMT32DK007446 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI BESSESEN, DANIEL HOLLAND · 1986 to 2017
$5.6M
NIDDK NIH HHS 5 T32 DK007446NIDDK NIH HHS T32 DK007446
6 · The paper itself

Abstract

backgroundInformation comparing characteristics of patients who do and do not pick up their prescriptions is sparse, in part because adherence measured using pharmacy claims databases does not include information on patients who never pick up their first prescription, that is, patients with primary non-adherence. Electronic health record medication order entry enhances the potential to identify patients with primary non-adherence, and in organizations with medication order entry and pharmacy information systems, orders can be linked to dispensings to identify primarily non-adherent patients.

objectiveThis study aims to use database information from an integrated system to compare patient, prescriber, and payment characteristics of patients with primary non-adherence and patients with ongoing dispensings of newly initiated medications for hypertension, diabetes, and/or hyperlipidemia.

designThis is a retrospective observational cohort study. PARTICIPANTS (OR PATIENTS OR SUBJECTS): Participants of this study include patients with a newly initiated order for an antihypertensive, antidiabetic, and/or antihyperlipidemic within an 18-month period. MAIN MEASURES: Proportion of patients with primary non-adherence overall and by therapeutic class subgroup. Multivariable logistic regression modeling was used to investigate characteristics associated with primary non-adherence relative to ongoing dispensings. KEY

resultsThe proportion of primarily non-adherent patients varied by therapeutic class, including 7% of patients ordered an antihypertensive, 11% ordered an antidiabetic, 13% ordered an antihyperlipidemic, and 5% ordered medications from more than one of these therapeutic classes within the study period. Characteristics of patients with primary non-adherence varied across therapeutic classes, but these characteristics had poor ability to explain or predict primary non-adherence (models c-statistics = 0.61-0.63).

conclusionsPrimary non-adherence varies by therapeutic class. Healthcare delivery systems should pursue linking medication orders with dispensings to identify primarily non-adherent patients. We encourage conduct of research to determine interventions successful at decreasing primary non-adherence, as characteristics available from databases provide little assistance in predicting primary non-adherence.

Indexed as

AgedAntihypertensive AgentsCohort StudiesDiabetes MellitusFemaleHumansHyperlipidemiasHypertensionHypoglycemic AgentsHypolipidemic AgentsMaleMedication AdherenceMiddle AgedRetrospective StudiesAntihypertensive AgentsHypoglycemic AgentsHypolipidemic Agents

Identifiers

PMID21879374
PMCPMC3250550
OpenAlexW2109187758

What OpenQuestion 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 OpenQuestion graph.