Evidence map›Paper›PMID 42174713›Full record

ArticleImplementation science communications2026

Comparative effectiveness of non-reflective and reflective strategies to favor de-implementation of low-value prescribing for the primary prevention of cardiovascular disease in primary care: the DE-imFAR cluster randomized implementation trial.

Alvaro Sanchez, Jose I Pijoan, Rita Sainz de Rozas, Itxasne Lekue, Ricardo San Vicente, Jose Antonio Quindimil, Rafael Rotaeche, Arritxu Etxeberria, Carmela Mozo, Monica Martinez-Cengotitabengoa and 8 more

Registry-linked trialAbstract read
In one paragraph

Article in Implementation science communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04022850 (De-implementation of Low-value Pharmacological Prescriptions), which is not on this 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.

NCT04022850 nacompletednot on this map

De-implementation of Low-value Pharmacological Prescriptions

TypeinterventionalSponsorBasque Health ServiceRan2022 to 2024Enrolled348ConditionsInappropriate Prescribing, Implementation Science, Behavioral SciencesArmsA non-reflective decision assistance strategy, A both reflective and non-reflective decision information strategy, A reflective decision structure strategy
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

18 authors.

Alvaro SanchezPrimary Care Research Unit of Bizkaia, Deputy Directorate of Healthcare Assistance, Osakidetza-Basque Health Service, Biobizkaia Health Research Institute, Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Plaza Cruces s/n, Barakaldo, E-48903, Bizkaia, Spain. alvaro.sanchezperez@osakidetza.eus.ORCID http://orcid.org/0000-0003-1163-9849
Jose I PijoanClinical Epidemiology Unit, Osakidetza-Basque Health Service, Biobizkaia Health Research Institute, Barakaldo, Spain.ORCID http://orcid.org/0000-0002-5974-5280
Rita Sainz de RozasPrimary Care Pharmacy Unit, Ezkerraldea-Enkarterri-Cruces Integrated Health Organization, Osakidetza-Basque Health Service, Biobizkaia Health Research Institute, Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Barakaldo, Spain.ORCID http://orcid.org/0000-0003-4416-1183
Itxasne LekuePrimary Care Pharmacy Unit, Ezkerraldea-Enkarterri-Cruces Integrated Health Organization, Osakidetza-Basque Health Service, Biobizkaia Health Research Institute, Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Barakaldo, Spain.ORCID http://orcid.org/0009-0001-1812-6993
Ricardo San VicenteZumarraga Health Center, Goierri-Alto Urola Integrated Health Organization, Osakidetza-Basque Health Service, Zumarraga, Spain.
Jose Antonio QuindimilSestao Health Center, Barakaldo-Sestao Integrated Health Organization, Osakidetza-Basque Health Service, Sestao, Spain.ORCID http://orcid.org/0009-0002-2068-6903
Rafael RotaechePrimary Care Research Unit of Gipuzkoa, Health Care Directorate, Osakidetza-Basque Health Service, Biogipuzkoa Health Research Institute, Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Donostia-San Sebastian, Spain.ORCID http://orcid.org/0000-0001-5594-3768
Arritxu EtxeberriaPrimary Care Pharmacy, Donostialdea Integrated Health Organization, Osakidetza-Basque Health Service, Hernani, Spain.ORCID http://orcid.org/0000-0003-3563-2545
Carmela MozoPrimary Care Pharmacy, Donostialdea Integrated Health Organization, Osakidetza-Basque Health Service, Hernani, Spain.ORCID http://orcid.org/0000-0003-3481-3328
Monica Martinez-CengotitabengoaSchool of Pharmacy, University of the Basque Country (UPV/EHU), Basque Sustainable Pharmacy and Biotherapies Research Group, Vitoria-Gasteiz, Spain.ORCID http://orcid.org/0000-0003-3831-0541
Monica MongeMuskiz Health Center, Ezkerraldea-Enkarterri-Cruces Integrated Health Organization, Osakidetza-Basque Health Service, Muskiz, Spain.ORCID http://orcid.org/0000-0003-2306-961X
Cristina Gómez-RamírezCardiology Department, Cruces University Hospital, Ezkerraldea-Enkarterri-Cruces Integrated Health Organization, Osakidetza-Basque Health Service, Barakaldo, Spain.ORCID http://orcid.org/0000-0001-8784-5783
Lourdes VivancoMedical Directorate, Barakaldo-Sestao Integrated Health Organization, Osakidetza-Basque Health Service, Biobizkaia Health Research Institute, Barakaldo, Spain.
Vanesa MartinQuality and Innovation Unit, Barakaldo-Sestao Integrated Health Organization, Osakidetza-Basque Health Service, Biobizkaia Health Research Institute, Barakaldo, Spain.
Nerea Merino-IndaBiobizkaia Health Research Institute, Barakaldo, Spain.ORCID http://orcid.org/0000-0002-5091-3428
Marta LlarenaBiobizkaia Health Research Institute, Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Barakaldo, Spain.ORCID http://orcid.org/0000-0001-9065-3694
Marta Gonzalez Saenz de TejadaBiobizkaia Health Research Institute, Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Barakaldo, Spain.ORCID http://orcid.org/0000-0003-3826-6587
Arturo Garcia-AlvarezPrimary Care Research Unit of Bizkaia, Deputy Directorate of Healthcare Assistance, Osakidetza-Basque Health Service, Biobizkaia Health Research Institute, Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Plaza Cruces s/n, Barakaldo, E-48903, Bizkaia, Spain.ORCID http://orcid.org/0000-0001-8481-0104

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe DE-imFAR study aims to compare the effectiveness of several de-implementation strategies targeting clinicians' decision-making processes to reduce potentially inappropriate prescribing (PIP) of statins for cardiovascular disease (CVD) primary prevention.

methodsA partially randomized, cluster implementation trial with an active comparator group, involving family physicians (FPs) with non-zero incidence rates of PIP of statins in 2021, was conducted in 13 integrated healthcare organizations (IHOs) in the Basque Health Service. All eligible FPs (n = 621) were exposed to (1) a non-reflective decision assistance (DA) strategy based on reminders. FPs from two IHOs were randomized to additionally receive one of two increasingly intensive reflective strategies: (2) a knowledge dissemination decision information (DI) strategy (n = 59), or (3) a DI strategy plus audit and feedback (A&F) self-reflective decision (SRD) strategy (n = 59). The main outcome was the change from baseline to 12 months after deployment in the likelihood of receiving new PIP of statins and advice on lifestyle modifications, estimated with generalized mixed effects models, in 45- to 74-year-old low cardiovascular risk patients with elevated cholesterol levels but no diagnosed CVD.

resultsAfter FPs' exposure to the corresponding strategies, rates of statin PIP decreased significantly in all groups (p < 0.001). Concerning study's main observational comparisons between strategies, though the reduction obtained by the DI and SRD strategies were 33% (adjusted OR: 0.77; 95% CI: 0.58-1.01) and 6% (aOR: 0.94; 95% CI: 0.73-1.23) higher compared to the change from the DA, estimated differences did not reach statistical significance (p = 0.07). When comparing the two reflective strategies together (DI + SRD) with the non-reflective (DA), a significant difference (p = 0.038) was observed, being the odds of receiving PIP of statins 19% lower (aOR: 0.81; 95% CI: 0.66-0.99). In the experimental comparison between reflective strategies (SRD vs. DI), providing A&F to FPs showed no additional effect (p = 0.30).

conclusionsDe-implementation strategies that targeted clinical decision-making were effective in reducing PIP of statins for CVD primary prevention. Strategies that targeted reflective thinking and increased awareness of low-value prescribing showed a trend toward greater effectiveness.

trial registrationClinicalTrials.gov Identifier NCT04022850. Registered 17 July 2019.

Indexed as

Cardiovascular disease preventionDe-implementationLow-value carePotentially inappropriate prescribingPrimary care

Identifiers

PMID42174713
PMCPMC13383474

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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.