Evidence map›Paper›PMID 32109257›Full record

Trial reportPLoS medicine2020

An adaptable implementation package targeting evidence-based indicators in primary care: A pragmatic cluster-randomised evaluation.

Thomas A Willis, Michelle Collinson, Liz Glidewell, Amanda J Farrin, Michael Holland, David Meads, Claire Hulme, Duncan Petty, Sarah Alderson, Suzanne Hartley and 5 more

Open access · goldAbstract readPragmatic Clinical TrialRandomized Controlled Trial
In one paragraph

Trial report in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 9 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 9 pooled it
5.1field-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

22 citing papers in PubMed, 9 syntheses or guidelines pooled it, 38 citations in OpenAlex.

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  4. Audit and feedback: effects on professional practice.The Cochrane database of systematic reviews · 2025
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  20. General practice responses to opioid prescribing feedback: a qualitative process evaluation.The British journal of general practice : the journal of the Royal College of General Practitioners · 2021
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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

15 authors at 5 institutions in 1 country.

Thomas A WillisLeeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.ORCID 0000-0002-0252-9923
Michelle CollinsonClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom.ORCID 0000-0003-3568-6455
Liz GlidewellDepartment of Health Sciences, Hull York Medical School, University of York, York, United Kingdom.ORCID 0000-0003-2519-2654
Amanda J FarrinClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom.ORCID 0000-0002-2876-0584
Michael HollandClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom.ORCID 0000-0002-6331-5398
David MeadsLeeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.ORCID 0000-0003-1369-2483
Claire HulmeCollege of Medicine and Health, University of Exeter, Exeter, United Kingdom.ORCID 0000-0003-2077-0419
Duncan PettySchool of Pharmacy and Medical Sciences, University of Bradford, Bradford, United Kingdom.ORCID 0000-0003-2763-0726
Sarah AldersonLeeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.ORCID 0000-0002-5418-0495
Suzanne HartleyClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom.
Armando Vargas-PalaciosLeeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.ORCID 0000-0002-6503-0134
Paul CarderWest Yorkshire Research and Development, NHS Bradford Districts CCG, Bradford, United Kingdom.ORCID 0000-0002-7940-6016
Stella JohnsonWest Yorkshire Research and Development, NHS Bradford Districts CCG, Bradford, United Kingdom.ORCID 0000-0002-2832-052X
Robbie FoyLeeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom.
ASPIRE programme team
University of Leeds · GBNHS Bradford Districts Clinical Commissioning Group · GBUniversity of Bradford · GBUniversity of Exeter · GBUniversity of York · GB

Funding

Department of Health RP-PG-1209-10040
6 · The paper itself

Abstract

backgroundIn primary care, multiple priorities and system pressures make closing the gap between evidence and practice challenging. Most implementation studies focus on single conditions, limiting generalisability. We compared an adaptable implementation package against an implementation control and assessed effects on adherence to four different evidence-based quality indicators. METHODS AND

findingsWe undertook two parallel, pragmatic cluster-randomised trials using balanced incomplete block designs in general practices in West Yorkshire, England. We used 'opt-out' recruitment, and we randomly assigned practices that did not opt out to an implementation package targeting either diabetes control or risky prescribing (Trial 1); or blood pressure (BP) control or anticoagulation in atrial fibrillation (AF) (Trial 2). Within trials, each arm acted as the implementation control comparison for the other targeted indicator. For example, practices assigned to the diabetes control package acted as the comparison for practices assigned to the risky prescribing package. The implementation package embedded behaviour change techniques within audit and feedback, educational outreach, and computerised support, with content tailored to each indicator. Respective patient-level primary endpoints at 11 months comprised the following: achievement of all recommended levels of haemoglobin A1c (HbA1c), BP, and cholesterol; risky prescribing levels; achievement of recommended BP; and anticoagulation prescribing. Between February and March 2015, we recruited 144 general practices collectively serving over 1 million patients. We stratified computer-generated randomisation by area, list size, and pre-intervention outcome achievement. In April 2015, we randomised 80 practices to Trial 1 (40 per arm) and 64 to Trial 2 (32 per arm). Practices and trial personnel were not blind to allocation. Two practices were lost to follow-up but provided some outcome data. We analysed the intention-to-treat (ITT) population, adjusted for potential confounders at patient level (sex, age) and practice level (list size, locality, pre-intervention achievement against primary outcomes, total quality scores, and levels of patient co-morbidity), and analysed cost-effectiveness. The implementation package reduced risky prescribing (odds ratio [OR] 0.82; 97.5% confidence interval [CI] 0.67-0.99, p = 0.017) with an incremental cost-effectiveness ratio of £1,359 per quality-adjusted life year (QALY), but there was insufficient evidence of effect on other primary endpoints (diabetes control OR 1.03, 97.5% CI 0.89-1.18, p = 0.693; BP control OR 1.05, 97.5% CI 0.96-1.16, p = 0.215; anticoagulation prescribing OR 0.90, 97.5% CI 0.75-1.09, p = 0.214). No statistically significant effects were observed in any secondary outcome except for reduced co-prescription of aspirin and clopidogrel without gastro-protection in patients aged 65 and over (adjusted OR 0.62; 97.5% CI 0.39-0.99; p = 0.021). Main study limitations concern our inability to make any inferences about the relative effects of individual intervention components, given the multifaceted nature of the implementation package, and that the composite endpoint for diabetes control may have been too challenging to achieve.

conclusionsIn this study, we observed that a multifaceted implementation package was clinically and cost-effective for targeting prescribing behaviours within the control of clinicians but not for more complex behaviours that also required patient engagement.

trial registrationThe study is registered with the ISRCTN registry (ISRCTN91989345).

Indexed as

Clinical AuditDecision Support Systems, ClinicalFormative FeedbackAdultAnticoagulantsAntihypertensive AgentsAnti-Inflammatory Agents, Non-SteroidalAtrial FibrillationCost-Benefit AnalysisDiabetes MellitusDrug InteractionsEvidence-Based MedicineFemaleGlycated HemoglobinHumansHypertensionAnticoagulantsAntihypertensive AgentsAnti-Inflammatory Agents, Non-SteroidalGlycated Hemoglobinhemoglobin A1c protein, humanHypoglycemic AgentsPlatelet Aggregation Inhibitors

Identifiers

PMID32109257
PMCPMC7048270
OpenAlexW3008297699

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.