Evidence map›Paper›PMID 40375350›Full record

SynthesisSystematic reviews2025

Methods and validity indicators for measuring adherence to statins in secondary cardiovascular prevention: a systematic review.

Adriana López-Pineda, María Martinez-Muñoz, Rauf Nouni-García, Amanda Esquerdo-Arroyo, Álvaro Carbonell-Soliva, Elizabeth Ramirez-Familia, Mª Isabel Tomás-Rodríguez, Jose A Quesada, Concepción Carratalá-Munuera C, Vicente F Gil-Guillén

Abstract readSystematic Review
In one paragraph

Synthesis in Systematic reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Observational
  6. Article
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.

Adriana López-PinedaDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.
María Martinez-MuñozDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.
Rauf Nouni-GarcíaDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain. raufrng@gmail.com.
Amanda Esquerdo-ArroyoDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.
Álvaro Carbonell-SolivaDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.
Elizabeth Ramirez-FamiliaDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.
Mª Isabel Tomás-RodríguezDepartment of Pathology and Surgery, Center for Translational Research in Physiotherapy, Miguel Hernández University, San Juan de Alicante, Alicante, Spain.
Jose A QuesadaDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.
Concepción Carratalá-Munuera CDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.
Vicente F Gil-GuillénDepartment of Clinical Medicine, University of Miguel Hernandez Elche, Sant Joan d'Alacant, Comunidad Valenciana, Spain.

Funding

Instituto de Salud Carlos III-Health Research Projects-Strategic Action in Health PI20/01304Instituto de Salud Carlos III- RICAPPS RD21/0016/0024
6 · The paper itself

Abstract

backgroundAdherence to statin therapy is crucial for reducing the recurrence of cardiovascular events. Numerous methods exist to measure medication adherence, including those based on prescription data, patient self-report, medication counting, and direct methods. It is important to determine which of these methods are appropriate for use in clinical practice. This systematic review aimed to identify the methods used to measure adherence and persistence to statins in patients undergoing cardiovascular secondary prevention and to evaluate the validity indicators of these methods.

methodsThis systematic review included studies reporting methods to measure adherence and/or persistence to statins in cardiovascular secondary prevention. Medline, Embase, and Scopus databases were searched from inception to February 2025. Rayyan was used for the study selection and extraction data processes. Validity indicators of the adherence/persistence methods were collected; it was reported. Risk of bias of studies reporting the method validity was evaluated using the COSMIN (Consensus-based Standards for the Selection of Health Measurement Instruments) tool.

resultsA total of 77 studies were included. Regarding adherence measurement, the most frequently used method was prescription refill records (n = 55) and self-report methods (n = 20). Electronic monitoring methods (n = 2), self-perceived adherence by physician (n = 1), and pill counting (n = 1) were less frequently used methods. Direct methods, using HPLC-MS/MS, were used in combination with other indirect methods (n = 5). For measuring persistence, prescription refill records were the predominant method (n = 9), while self-report methods were used in three studies, and one study used a standardized questionnaire. Several of the indirect methods have validity indicators for measuring adherence in different study populations and to different medications. Only one study provides validity indicators for the MAT questionnaire specifically adapted for statins.

conclusionsThe methods for measuring adherence to statins in secondary cardiovascular prevention were predominantly indirect, relying on prescription and supply records and self-report methods. Pill counting, electronic monitoring, and direct measurement via LC-MS/MS were less commonly used. Persistence was primarily measured through prescription refill records. None of the indirect methods was validated; thus, their use for measuring adherence to statins is not recommended. There is a need for new validated tools, incorporating a gender perspective, to measure adherence to statins in this population. SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD42023463981.

Indexed as

Cardiovascular DiseasesHydroxymethylglutaryl-CoA Reductase InhibitorsMedication AdherenceSecondary PreventionHumansReproducibility of ResultsSelf ReportHydroxymethylglutaryl-CoA Reductase InhibitorsCardiovascular diseasesHydroxymethylglutaryl-CoA reductase inhibitorsMedication adherencePatient complianceSecondary prevention

Identifiers

PMID40375350
PMCPMC12080134

What Socratic holds

Texttitle and abstract
LicenceCC BY-NC-ND
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 Socratic graph.