Evidence map›Paper›PMID 41204832›Full record

ArticleMedical decision making : an international journal of the Society for Medical Decision Making2026

Do Patient Preferences and Treatment Beliefs Explain Patterns of Antihypertensive Medication Nonadherence? A Discrete Choice Experiment.

Si Ning Germaine Tan, Charles Muiruri, Juan Marcos Gonzalez Sepulveda

Abstract read
In one paragraph

Article in Medical decision making : an international journal of the Society for Medical Decision Making, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

3 authors.

Si Ning Germaine TanDuke-NUS Medical School, Singapore.ORCID 0000-0001-6357-9521
Charles MuiruriDuke Department of Population Health Sciences, Duke Global Health Institute.ORCID 0000-0003-0213-0362
Juan Marcos Gonzalez SepulvedaDuke Department of Population Health Sciences.ORCID 0000-0002-5386-0907

Funding

Addressing barriers to anti-hypertensive medication adherence among persons living who have achieved viral suppressionK01HL159052 · NHLBI · DUKE UNIVERSITY · PI MUIRURI, CHARLES · 2021 to 2025
$736k
NHLBI NIH HHS K01 HL159052
6 · The paper itself

Abstract

BackgroundMedication adherence is a critical factor in hypertension management, which remains a challenge for public health systems.MethodsGraded-pair questions were used to quantify the perception of how much nonadherence to antihypertensives increases the risk of serious cardiovascular events. A discrete-choice experiment was used to quantify the relative importance of medication outcomes (e.g., reduction in cardiovascular event risk and medication side effects). Rating questions were used to assess perspectives of the effect of treatment nonadherence on treatment side effects. Results were combined to assess how preferences and outcome expectations influence adherence.ResultsPatients perceived treatment adherence as the most significant contributor to cardiovascular event risk. A reduction in cardiovascular risk was the most significant consideration when choosing medication. Missing consecutive (v. alternate) doses was associated with greater perceived cardiovascular risk and fewer side effects. The differences between complete adherence and any level of nonadherence were significantly larger for side effects than for changes in the risk of cardiovascular events, suggesting that side effects are perceived to be more sensitive to nonadherence than treatment efficacy.LimitationsOur study relied on hypothetical scenarios, which may not fully capture real-world decision making. While our findings shed light on the relationship between adherence patterns and treatment perceptions, it is essential to recognize the complexity of adherence behavior.ConclusionsPatients believe that they can manage medication side effects by skipping doses without compromising the efficacy to the same degree and that they can offset compromises in efficacy by avoiding missing consecutive doses for prolonged periods.ImplicationsHealth care providers should understand the importance of patient education and counseling to address misconceptions and promote realistic expectations regarding treatment efficacy and the consequences of nonadherence.HighlightsThe average patient believes that they can manage medication side effects by skipping doses without compromising the efficacy to the same degree.There is a belief that patients can offset some of the impact of nonadherence on their cardiovascular event risk, particularly if they avoid missing consecutive doses for prolonged periods of time.This highlights the importance of patient education and counseling to address misconceptions and promote realistic expectations regarding treatment efficacy and the consequences of nonadherence.

Indexed as

Antihypertensive AgentsChoice BehaviorHypertensionMedication AdherencePatient PreferenceAdultAgedCardiovascular DiseasesFemaleHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedSurveys and QuestionnairesAntihypertensive Agentscardiovascular risk perceptiondiscrete choice experiment (DCE)graded-pair questions (GPQ)health-production functionhypertensionMedication adherencenonadherence patternsordered logit modelpatient preferencesrandom-parameters logit model

Identifiers

PMID41204832
PMCPMC13266295

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.