Evidence map›Paper›PMID 31556824›Full record

ArticleJournal of managed care & specialty pharmacy2019

Enhancing Statin Adherence Using a Motivational Interviewing Intervention and Past Adherence Trajectories in Patients with Suboptimal Adherence.

Susan M Abughosh, Aisha Vadhariya, Michael L Johnson, E James Essien, Tara W Esse, Omar Serna, Esteban Gallardo, Susan H Boklage, Jeannie Choi, Marcia M Holstad and 1 more

Open access · bronzeAbstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 2 pooled it
5.2field-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

24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 45 citations in OpenAlex.

  1. Pooled it
  2. Medication Adherence Trajectories: A Systematic Literature Review.Journal of managed care & specialty pharmacy · 2020
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  8. Advances in Non-statin Lipid Therapies: A Narrative Review of Evolving Strategies for Cardiovascular Risk Reduction.American journal of cardiovascular drugs : drugs, devices, and other interventions · 2026
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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

11 authors at 3 institutions in 1 country.

Susan M AbughoshDepartment of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, Texas.
Aisha VadhariyaDepartment of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, Texas.
Michael L JohnsonDepartment of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, Texas.
E James EssienDepartment of Pharmaceutical Health Outcomes and Policy, University of Houston College of Pharmacy, Houston, Texas.
Tara W EsseCareAllies, Houston, Texas.
Omar SernaCareAllies, Houston, Texas.
Esteban GallardoCareAllies, Houston, Texas.
Susan H BoklageHealth Economics and Outcomes Research, Regeneron Pharmaceuticals, Terrytown, New York.
Jeannie ChoiHealth Economics and Value Assessment, Sanofi, Bridgewater, New Jersey.
Marcia M HolstadNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia.
Marc L FlemingDepartment of Pharmacotherapy, University of North Texas System College of Pharmacy, Dallas.
Regeneron (United States) · USUniversity of Houston · USEmory University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStatins have been shown to be effective in reducing the occurrence of cardiovascular (CV) events and are widely prescribed for the risk reduction of CV diseases and recurrent CV events. However, poor adherence prevents some patients from receiving the maximum benefit of the therapy. Motivational interviewing (MoI) is a patient-centered collaborative approach that can be used to improve medication adherence. Group-based trajectory modeling depicts patterns of adherence over time and may help tailor the MoI intervention to further enhance adherence.

objectiveTo assess the effect of a phone-based MoI intervention tailored by patients' past adherence trajectory in improving adherence to statins among patients in a Medicare Advantage prescription drug plan (MAPD).

methodsPatients continuously enrolled in an MAPD from 2013 to 2017 with a statin prescription between January and June 2015 to allow 2 years of pre-index period and 1 year of follow-up were included in the study. Adherence to statins was measured monthly during the 1-year follow-up as proportion of days covered (PDC) and incorporated into a group-based trajectory model to provide 4 distinct patterns of adherence: adherent, rapid decline, gradual decline, and gaps in adherence. Patients in the 3 nonadherent groups were randomized to either control or intervention. The intervention was an initial counseling call and up to 2 monthly follow-up calls by pharmacy students trained in MoI, providing education consistent with a previously identified pattern of use. Refill data at 6 months post-intervention were evaluated to examine the intervention's effect on PDC, as continuous and dichotomized as PDC ≥ 0.8, as well as discontinuation. Multivariable regression adjusted for baseline demographics, clinical characteristics, and past adherence trajectory.

resultsThere were 152 patients included in the analysis who received MoI phone calls and 304 randomly selected controls. Mean PDC for the intervention group (0.67 ± 0.3) was significantly higher than the control (0.55 ± 0.4;

conclusionsPatients who received the MoI intervention were more likely to be adherent and less likely to discontinue the statin in the 6 months follow-up compared with controls. Future research can identify other approaches to tailor interventions and expand the intervention to other languages. This intervention may also prove valuable to improve adherence to other medications for chronic and asymptomatic diseases. DISCLOSURES: This study was funded by Regeneron Pharmaceuticals, which provided critical input during study design, implementation, and manuscript preparation. Abughosh reports grants from Sanofi, BMS/Pfizer, and Valeant Pharmaceuticals, unrelated to this study. Vadhariya reports a past internship at Regeneron Pharmaceuticals, unrelated to this study. Esse, Serna, and Gallardo are employees of CareAllies, a Cigna subsidiary. Boklage is an employee of Regeneron Pharmaceuticals. Choi was an employee of Sanofi during this study. Johnson, Essien, Fleming, and Holstad have nothing to disclose. A poster based on this study was presented at AMCP Nexus 2018; October 22-25, 2018; Orlando, FL.

Indexed as

Drug MonitoringMotivational InterviewingAgedCardiovascular DiseasesFemaleFollow-Up StudiesHumansHydroxymethylglutaryl-CoA Reductase InhibitorsHyperlipidemiasMaleMedicare Part CMiddle AgedProgram EvaluationProspective StudiesRetrospective StudiesStudents, PharmacyHydroxymethylglutaryl-CoA Reductase Inhibitors

Identifiers

PMID31556824
PMCPMC10398332
OpenAlexW2975482595

What OpenQuestion holds

Texttitle and abstract
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.