Cited by 711Health Policy Implementation ScienceHealth Sciences Research and EducationClinical practice guidelines implementation

The DOI matches its Crossref record; 222 of the 223 references it cites were found in a registry or an index, and 1 are not checked yet; none of the 194 sources its claims cite is checked for support yet.

Tailored interventions to address determinants of practice

Open access
Baker, Richard, Camosso-Stefinovic, Janette, Gillies, Clare, Shaw, Elizabeth J, Cheater, Francine, Flottorp, Signe, Robertson, Noelle, Wensing, Michel, Fiander, Michelle, Eccles, Martin P, Godycki-Cwirko, Maciek, van Lieshout, Jan, Jäger, Cornelia·2015·Cochrane Database of Systematic Reviews

Abstract

BACKGROUND: Tailored intervention strategies are frequently recommended among approaches to the implementation of improvement in health professional performance. Attempts to change the behaviour of health professionals may be impeded by a variety of different barriers, obstacles, or factors (which we collectively refer to as determinants of practice). Change may be more likely if implementation strategies are specifically chosen to address these determinants. OBJECTIVES: To determine whether tailored intervention strategies are effective in improving professional practice and healthcare outcomes. We compared interventions tailored to address the identified determinants of practice with either no intervention or interventions not tailored to the determinants. SEARCH METHODS: We conducted searches of The Cochrane Library, MEDLINE, EMBASE, PubMed, CINAHL, and the British Nursing Index to May 2014. We conducted a final search in December 2014 (in MEDLINE only) for more recently published trials. We conducted searches of the metaRegister of Controlled Trials (mRCT) in March 2013. We also handsearched two journals. SELECTION CRITERIA: Cluster-randomised controlled trials (RCTs) of interventions tailored to address prospectively identified determinants of practice, which reported objectively measured professional practice or healthcare outcomes, and where at least one group received an intervention designed to address prospectively identified determinants of practice. DATA COLLECTION AND ANALYSIS: Two review authors independently assessed quality and extracted data. We undertook qualitative and quantitative analyses, the quantitative analysis including two elements: we carried out 1) meta-regression analyses to compare interventions tailored to address identified determinants with either no interventions or an intervention(s) not tailored to the determinants, and 2) heterogeneity analyses to investigate sources of differences in the effectiveness of interventions. These included the effects of: risk of bias, use of a theory when developing the intervention, whether adjustment was made for local factors, and number of domains addressed with the determinants identified. MAIN RESULTS: We added nine studies to this review to bring the total number of included studies to 32 comparing an intervention tailored to address identified determinants of practice to no intervention or an intervention(s) not tailored to the determinants. The outcome was implementation of recommended practice, e.g. clinical practice guideline recommendations. Fifteen studies provided enough data to be included in the quantitative analysis. The pooled odds ratio was 1.56 (95% confidence interval (CI) 1.27 to 1.93, P value < 0.001). The 17 studies not included in the meta-analysis had findings showing variable effectiveness consistent with the findings of the meta-regression. AUTHORS' CONCLUSIONS: Despite the increase in the number of new studies identified, our overall finding is similar to that of the previous review. Tailored implementation can be effective, but the effect is variable and tends to be small to moderate. The number of studies remains small and more research is needed, including trials comparing tailored interventions to no or other interventions, but also studies to develop and investigate the components of tailoring (identification of the most important determinants, selecting interventions to address the determinants). Currently available studies have used different methods to identify determinants of practice and different approaches to selecting interventions to address the determinants. It is not yet clear how best to tailor interventions and therefore not clear what the effect of an optimally tailored intervention would be.

Checked 2026-10-06 · 1 reference not checked yet

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

This updated Cochrane review found that tailored implementation interventions can improve professional practice, but effects are variable and small to moderate. Across 15 studies in meta-regression, the pooled odds ratio was 1.56 (95% CI 1.27 to 1.93, P < 0.001).

Key findings

  • The review included 32 cluster-randomised trials comparing tailored interventions with no intervention or non-tailored interventions; 15 studies contributed to the meta-regression, with a pooled OR of 1.56 (95% CI 1.27 to 1.93, P < 0.001).
  • In separate comparisons, tailored versus no intervention had a pooled OR of 1.36 (95% CI 0.92 to 1.99, P = 0.099) across 7 studies, while tailored versus non-tailored intervention had a pooled OR of 1.79 (95% CI 1.06 to 3.01, P = 0.033) across 8 studies; removing Beeckman 2013 gave OR 1.48 (95% CI 1.24 to 1.75, P = 0.002).
  • The 17 studies not included in the meta-analysis showed variable effectiveness consistent with the meta-regression; GRADE certainty was moderate, and there were insufficient data to assess healthcare outcomes, costs, or adverse effects.
  • Heterogeneity analyses found no association between effectiveness and risk of bias, use of theory, adjustment for local factors, or number of determinant domains addressed.

Methods

  • Updated Cochrane review of cluster-RCTs with at least two control and two intervention sites, including healthcare professionals responsible for patient care; tailored interventions were defined as strategies planned after prospective identification of determinants of practice.
  • Searches covered The Cochrane Library, MEDLINE, EMBASE, PubMed, CINAHL, and the British Nursing Index to May 2014, with a final MEDLINE search in December 2014; 9403 unique citations were screened and 32 studies included.
  • Two review authors independently assessed quality and extracted data; meta-regression combined adjusted odds ratios with baseline odds ratios as a covariate, and heterogeneity was investigated using the I² residual statistic.

Limitations

  • The paper states that the number of studies remains small, methods of tailoring are not well developed or described, it is unclear which element of tailored strategies explains effectiveness, and cost-effectiveness is uncertain.
  • The paper states that only 15 of 32 trials could be included in the meta-regression, limiting power to detect study attributes explaining variation, and that evidence is limited for low-income countries and disadvantaged groups.
  • Evident from the text: risk of bias was high in 4 studies and unclear in 21, most control groups received only guidelines or educational materials, and no included studies provided sufficient evidence on healthcare outcomes, costs, or adverse effects.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1002/14651858.cd005470.pub3

Cites

222 of 223 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

0 of 194 cited sources checked · 0 supported · 0 flagged

Show all 82 claims

  • Probably not a substantial claim. 187
  • It may state two separate claims as one. 29
  • The quote only partly states this claim. 2
205 of 205
  • The paper relies on this without support.

    Tailored intervention strategies are frequently recommended among approaches to implementation of improvement in health professional performance.

    “Tailored intervention strategies are frequently recommended among approaches to the implementation of improvement in health professional performance.”
  • The paper relies on this without support.

    The determinants of practice may vary in different healthcare settings, groups of healthcare professionals, or clinical tasks.

    “The determinants may vary in different healthcare settings, groups of healthcare professionals, or clinical tasks.”
  • The paper relies on this without support.

    The mRCT includes randomised trial records held on the National Institutes of Health ClinicalTrials.gov website.

    “As the mRCT includes randomised trial records held on the National Institutes of Health (NIH) ClinicalTrials.gov website (available at: http://clinicaltrials.gov/), we did not search the latter registry.”
  • The paper relies on this without support.

    The identification of determinants and tailoring of strategies involve additional steps beyond the application of a particular strategy.

    “Since the identification of determinants and tailoring of strategies involve additional steps beyond the application of a particular strategy, such as education alone”
4 of 4

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Cheater 2006 point estimate falls outside its confidence interval

    Minor

    The reported estimate of −2.3 is below the lower bound of its stated 95% confidence interval, −1.63.

  • Risk-of-bias categories account for only 31 studies

    Minor

    The reported categories contain 4 high-risk, 21 unclear-risk, and 6 low-risk studies, totaling 31 rather than the 32 included studies.

    Reported 32 · recomputed 31

  • Footnote gives 14 rather than 17 studies outside the meta-regression

    Minor

    The summary-of-findings text says 17 studies were not included in the meta-regression, but its footnote says 14.

  • Sensitivity analysis changes the no-intervention subgroup from seven to eight studies

    Minor

    The main subgroup analysis identifies seven studies whose control group received no intervention. The sensitivity-analysis paragraph describes the corresponding subgroup as eight studies.

  • Callahan 1994 is high risk in the table but omitted from the high-risk count

    Minor

    The risk-of-bias summary names four high-risk studies, whereas the study-results table also labels Callahan 1994 high risk.

  • Reported minimum follow-up odds ratio exceeds a table value

    Minor

    The text gives 1.08 as the lowest follow-up odds ratio among the 15 studies, but Table 3 reports 1.07 for Coenen 2004.

6 of 6

Citations

Cites

Flagged first, then by citations

Show all 222 references

Research works printed but not linked: 9

  1. Samsa, 1998, A seven step model for practice improvement research: description and application to the managing anticoagulation services trial, New Medicine, 2, 139
  2. Fretheim, 2004, Improving prescribing of antihypertensive and cholesterol-lowering drugs: a method for identifying and addressing barriers to change, BMC Health Services Research, 4, 23, 10.1186/1472-6963-4-23 · DOI · Paper page
  3. Murphy, 2005, The SPHERE study. Secondary prevention of heart disease in general practice: protocol of a randomised controlled trial of tailored practice and patient care plans with parallel qualitative, economic and policy analyses, Current Controlled Trials in Cardiovascular Medicine, 6, 11, 10.1186/1468-6708-6-11 · DOI
  4. Cochrane Effective Practice and Organisation of Care Group: Data Collection Checklist EPOC resources for review authors (http://www.epoc.cochrane.org/en/handsearchers.html) Revised 2002
  5. Cochrane Effective Practice and Organisation of Care Group, 2014, What outcomes should be reported in EPOC reviews?
  6. Institute for Clinical Effectiveness and Health Policy Early Review Organizing Software (EROS) 2009
  7. Lefebvre C Manheimer E Glanville J Chapter 6: Searching for studies. In: Higgins JPT, Green S (editors). Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. The Cochrane Collaboration, 2011 Available from www.cochrane-handbook.org
  8. Lomas, 1994, Teaching old (and not so old) dogs new tricks: effective ways to implement research findings, 1
  9. Légaré, 2009, Assessing barriers and facilitators to knowledge use, 83

Cited by

Sorted by citations

Items 501–600 of 711

Metadata

Authors
Baker, R., Camosso-Stefinovic, J., Gillies, C., Shaw, E. J., Cheater, F., Flottorp, S., Robertson, N., Wensing, M., Fiander, M., Eccles, M. P., Godycki-Cwirko, M., van Lieshout, J., & Jäger, C.
Affiliations
  • University of Leicester (GB)
  • Information Specialist, Consultant; Carl-Zeiss-Str. 37 Munich Bayern Germany D-85521
  • National Institute for Health and Care Excellence (GB)
  • University of East Anglia (GB)
  • Nasjonalt Kunnskapssenter for Helsetjenesten (NO)
  • Radboud University Medical Center (NL)
  • Information Specialist, Consultant; Ottawa Ontario Canada
  • Newcastle University (GB)
  • Medical University of Lodz; Centre for Family and Community Medicine; Kopcindkiego 20 Lodz Poland 90-153
  • Radboud University Medical Center; Scientific Institute for Quality of Healthcare; P.O.Box 9101 Nijmegen Netherlands 6500 HB
  • University Hospital Heidelberg (DE)
Venue
Cochrane Database of Systematic Reviews
Publisher
Wiley
Published
2015-04-29
Volume
2015
Issue
4
Pages
CD005470-CD005470
ISSN
  • 1361-6137 (ISSN-L)
  • 1465-1858
OpenAlex
W1579988526
Cited by
711
References
222
Citations by year
2026: 33 · 2025: 81 · 2024: 91 · 2023: 88 · 2022: 83 · 2021: 75 · 2020: 60 · 2019: 57 · 2018: 48 · 2017: 48 · 2016: 27 · 2015: 16
FWCI
8.40
Type
journal article
Language
en
Open access
Locations
  • Cochrane Database of Systematic Reviews (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • Radboud Repository (Radboud University) (submittedVersion)
  • UEA Digital Repository (University of East Anglia) (submittedVersion)
  • Newcastle University ePrints (Newcastle Univesity)
Topics
  • Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
  • Health Sciences › Health Professions › General Health Professions › Health Sciences Research and Education
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Clinical practice guidelines implementation
Keywords
personalized interventions, implementation strategies, health care outcomes, theory-based intervention, risk of bias, nursing practice, primary care practices, quality improvement, meta-regression, risk of bias assessment, risk of bias adjustment
MeSH terms
Humans, Outcome and Process Assessment, Health Care, Professional Practice, Randomized Controlled Trials as Topic

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-10-06, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-10-06 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review