Evidence map›Paper›PMID 42830741›Full record

ArticleAmerican journal of preventive cardiology2026

Factors associated with patient preferences for statin therapy in primary prevention.

Yan Luo, Hiroshi Kawakami, Satoshi Funada, Shoma Ozawa, Ethan Sahker, Kenji Omae, Kazumichi Yamamoto, Osamu Yamaguchi, Aran Tajika, Toshi A Furukawa

Abstract read
In one paragraph

Article in American journal of preventive cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

10 authors.

Yan LuoDepartment of Next-Generation Organ Transplantation, The University of Tokyo Graduate School of Medicine, Tokyo, Japan.
Hiroshi KawakamiDepartment of Cardiology, Pulmonology, Nephrology and Hypertension, Ehime University Graduate School of Medicine, Toon, Japan.
Satoshi FunadaHealth Technology Assessment Unit, Department of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan.
Shoma OzawaKyoto University Faculty of Medicine, Kyoto, Japan.
Ethan SahkerCenter for Medical Education and Internationalization, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Kenji OmaeDepartment of Innovative Research and Education for Clinicians and Trainees (DiRECT), Fukushima Medical University Hospital, Fukushima, Japan.
Kazumichi YamamotoDepartment of Health Promotion and Behavioral Sciences, School of Public Health, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Osamu YamaguchiDepartment of Cardiology, Pulmonology, Nephrology and Hypertension, Ehime University Graduate School of Medicine, Toon, Japan.
Aran TajikaDepartment of Health Promotion and Behavioral Sciences, School of Public Health, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Toshi A FurukawaOffice of Institutional Advancement and Communications, Kyoto University, Kyoto, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The smallest worthwhile difference (SWD) - the minimum absolute benefit required to justify a treatment against its burdens - varies by personal preference. We investigated factors associated with SWD variation for statin therapy in primary prevention of atherosclerotic cardiovascular disease (ASCVD) to inform shared decision-making strategies. Methods: This pre-planned secondary analysis used survey data from the US (n = 602) and Japan (n = 665). Participants determined their SWD for statins across three 10-year ASCVD risk scenarios (2%, 10%, 20%) using the Benefit-Harm Trade-off Method. Subgroup analyses compared SWD by statin use history, self-perceived baseline risk, and hypercholesterolemia diagnosis. Associations between participant characteristics and SWD were examined using proportional odds regression adjusted for age and sex. A post hoc analysis using a directed acyclic graph explored the causal role of prior cholesterol education. Results: The median SWD exceeded the benefits typically provided by statins across all scenarios. Predictors of lower SWDs (greater willingness to initiate statins) were mostly consistent across countries. Higher self-perceived ASCVD risk was associated with lower SWD: in the moderate-risk scenario, median SWDs decreased from 7.5-10.0% to 2.5-5.0% as self-perceived risk increased. Current statin use, hypercholesterolemia history, and cardiovascular comorbidities were each associated with lower SWDs. After adjusting for confounders, prior cholesterol education was associated with 38% (US) and 47% (Japan) lower odds of selecting a higher SWD (OR 0.62 [95%CI 0.42-0.90] and 0.53 [0.31-0.90], respectively), indicating lower treatment efficacy expectations. Conclusions: Risk perception and understanding of treatment benefits may predict statin acceptance. Educational interventions strengthening treatment-specific knowledge may represent a promising strategy to align patient preferences with clinical evidence.

Indexed as

Cardiovascular diseasePatient preferencePrimary preventionShared decision-makingSmallest worthwhile differenceStatin

Identifiers

PMID42830741
PMCPMC13633888

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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.