Evidence map›Paper›PMID 23935093›Full record

ArticleBMJ open2013

A meta-analysis of cognitive-based behaviour change techniques as interventions to improve medication adherence.

Claire Easthall, Fujian Song, Debi Bhattacharya

Erratum issued 2 registry-linked trialsAbstract read
In one paragraph

Article in BMJ open, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to 2 registered trials, which are not on this map. Cited by 55 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
55citing papers in PubMed, 6 pooled it
–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.

NCT03091309 naunknown statusnot on this mapstarted 2017, after this paper: background citation

Counseling to Optimize Medication Adherence in Expectant Mothers With Inflammatory Bowel Disease (COACH-IBD)

TypeinterventionalSponsorMount Sinai Hospital, CanadaRan2017 to 2020Enrolled220ConditionsInflammatory Bowel Diseases, Medication Adherence, Crohn Disease, Ulcerative ColitisArmsInteractive educational video, Initial in-person counseling with an IBD nurse, Motivational interviewing, Telemedicine-based follow-up, Monthly follow-up questionnaires
NCT04616612 nacompletednot on this mapstarted 2021, after this paper: background citation

Medication Adherence Given Individual SystemCHANGE(TM) in Advancing Nephropathy (MAGICIAN) Pilot Study

TypeinterventionalSponsorIndiana UniversityRan2021 to 2024Enrolled150ConditionsChronic Kidney Disease(CKD)ArmsSystemCHANGE (TM), Attention Control
3 · Its place in the literature

Who cites it

55 citing papers in PubMed, 6 syntheses or guidelines pooled it.

  1. Pooled it
  2. The effect of healthcare professional-implemented interventions on adherence to oral targeted therapy in patients with cancer: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Pooled it
  3. A systematic overview of systematic reviews evaluating medication adherence interventions.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2020
    Pooled it
  4. Pooled it
  5. Pooled it
  6. Pooled it
  7. Trial
  8. Trial
  9. Trial
  10. Effect of an iOS App on Voice Therapy Adherence and Motivation.American journal of speech-language pathology · 2021
    Trial
  11. Improving medication adherence and outcomes in adult kidney transplant patients using a personal systems approach: SystemCHANGE™ results of the MAGIC randomized clinical trial.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2020
    Trial
  12. Trial
  13. Trial
  14. Trial
  15. Trial
  16. Review
  17. Review
  18. Review
  19. Article
  20. Article
4 · The record

Corrections and comments

  • Erratum issued
5 · Who and what money

Authors and funding

3 authors.

Claire EasthallSchool of Pharmacy, University of East Anglia, Norwich Research Park, Norwich, UK.
Fujian Song
Debi Bhattacharya

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo describe and evaluate the use of cognitive-based behaviour change techniques as interventions to improve medication adherence.

designSystematic review and meta-analysis of interventions to improve medication adherence. DATA SOURCES: Search of the MEDLINE, EMBASE, PsycINFO, CINAHL and The Cochrane Library databases from the earliest year to April 2013 without language restriction. References of included studies were also screened to identify further relevant articles. REVIEW

methodsWe used predefined criteria to select randomised controlled trials describing a medication adherence intervention that used Motivational Interviewing (MI) or other cognitive-based techniques. Data were extracted and risk of bias was assessed by two independent reviewers. We conducted the meta-analysis using a random effects model and Hedges' g as the measure of effect size.

resultsWe included 26 studies (5216 participants) in the meta-analysis. Interventions most commonly used MI, but many used techniques such as aiming to increase the patient's confidence and sense of self-efficacy, encouraging support-seeking behaviours and challenging negative thoughts, which were not specifically categorised. Interventions were most commonly delivered from community-based settings by routine healthcare providers such as general practitioners and nurses. An effect size (95% CI) of 0.34 (0.23 to 0.46) was calculated and was statistically significant (p < 0.001). Heterogeneity was high with an I(2) value of 68%. Adjustment for publication bias generated a more conservative estimate of summary effect size of 0.21 (0.08 to 0.33). The majority of subgroup analyses produced statistically non-significant results.

conclusionsCognitive-based behaviour change techniques are effective interventions eliciting improvements in medication adherence that are likely to be greater than the behavioural and educational interventions largely used in current practice. Subgroup analyses suggest that these interventions are amenable to use across different populations and in differing manners without loss of efficacy. These factors may facilitate incorporation of these techniques into routine care.

Indexed as

Adherence InterventionBehaviour ChangeMedication AdherenceMeta-AnalysisMotivational Interviewing

Identifiers

PMID23935093
PMCPMC3740257

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

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.