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ArticlePatient preference and adherence2026

Pharmacist-Led Intervention to Enhance Direct Oral Anticoagulant Adherence and Treatment Outcomes in Atrial Fibrillation: A Pragmatic Clinical Trial.

Shih-Yu Liu, Yen-Ming Huang, Shin-Yi Lin, Chi-Chuan Wang

Registry-linked trialAbstract read
In one paragraph

Article in Patient preference and adherence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07159399 (Impact of a Pharmacist-Led Education Program on Medication Adherence and Treatment Effectiveness of Direct Oral Anticoagulants in Patients With Atrial Fibrillation), which is not on this map. Not yet cited 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.

NCT07159399 naenrolling by invitationnot on this map

Impact of a Pharmacist-Led Education Program on Medication Adherence and Treatment Effectiveness of Direct Oral Anticoagulants in Patients With Atrial Fibrillation: A Randomized Controlled Trial

TypeinterventionalSponsorNational Taiwan UniversityRan2025 to 2031Enrolled400ConditionsAtrial Fibrillation (AF)ArmsPharmacist-led patient education, Usual Care
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

4 authors.

Shih-Yu LiuGraduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan.
Yen-Ming HuangGraduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan.ORCID 0000-0001-8673-2269
Shin-Yi LinSchool of Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan.ORCID 0000-0002-7319-6644
Chi-Chuan WangGraduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei City, Taiwan.ORCID 0000-0002-4597-4859

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: This study aims to evaluate the impact of a pharmacist-led education program on medication adherence and treatment outcomes among patient with atrial fibrillation (AF) using direct oral anticoagulants (DOACs) for stroke prevention. Additionally, we will compare self-reported adherence with claims data and examine whether DOAC blood concentration can serve as a biomarker for medication adherence and treatment outcomes. Patients and Methods: We will conduct a pragmatic randomized controlled trial at National Taiwan University Hospital (NTUH). Patients aged 18 years or older, diagnosed with AF, and newly initiated on DOACs for primary or secondary stroke prevention will be randomized to either the intervention or control group. The intervention group will receive pharmacist-led education at baseline; the control group will receive usual care. The primary endpoint is patients' self-reported medication-use behavior, measured by the Traditional Chinese version of the Adherence to Refills and Medications Scale. We will also compare self-reported adherence with an objective adherence indicator, the DOAC trough concentration, determined by ultra-high-performance liquid chromatography coupled with tandem mass spectrometry. After randomization, participants will return to their routine clinical care, and all follow-up assessments will coincide with their regular clinic visits. Patients' DOAC use behaviors and blood concentrations will be measured at 3- and 6-month follow-ups. Baseline characteristics and treatment outcomes will be obtained from NTUH electronic medical records and the National Health Insurance claims data. Conclusion: This trial will evaluate the effectiveness of pharmacist-led education in improving DOAC adherence and treatment outcomes over a 6-month follow-up period. The findings will inform the development and implementation of future pharmacist-led care models. Trial Registration: The study protocol has been registered at ClinicalTrials.gov (identifier NCT07159399).

Indexed as

anticoagulationpharmacist-led servicepragmatic trial

Identifiers

PMID41858640
PMCPMC12998661

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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.