Evidence map›Paper›PMID 41673268›Full record

SynthesisInternational journal of behavioral medicine2026

Nurse-Led Educational Interventions Significantly Improve Treatment Adherence and Psychosocial Outcomes in Chemotherapy Patients: A Meta-analysis.

QiongFei Hu, JingNa Zhou, MeiDan Zhou, Lili Sun

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in International journal of behavioral medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

4 authors.

QiongFei HuThe Affiliated Yangming Hospital of Ningbo University (Yuyao People's Hospital), Ningbo University, Ningbo, China.
JingNa ZhouThe Affiliated Yangming Hospital of Ningbo University (Yuyao People's Hospital), Ningbo University, Ningbo, China.
MeiDan ZhouThe Affiliated Yangming Hospital of Ningbo University (Yuyao People's Hospital), Ningbo University, Ningbo, China.
Lili SunThe Affiliated Yangming Hospital of Ningbo University (Yuyao People's Hospital), Ningbo University, Ningbo, China. 13456134724@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPatient nonadherence to chemotherapy remains a significant barrier to effective cancer treatment. Nurse-led educational interventions have been increasingly implemented to address this issue; however, the reported outcomes have been inconsistent. This meta-analysis aims to evaluate the effectiveness of nursing education in improving treatment adherence and related proxy outcomes-such as self-efficacy, symptom burden, and quality of life-among patients undergoing chemotherapy.

methodA systematic literature search was conducted across three major electronic databases-PubMed, Web of Science, and Scopus-from inception to June 2025, with additional records identified via Google Scholar. Of 194 records initially retrieved, 19 studies met the eligibility criteria and were included in the meta-analysis. Eligibility criteria encompassed studies involving adult cancer patients receiving chemotherapy, employing randomized controlled trials or quasi-experimental designs, and assessing nurse-led educational interventions on adherence outcomes. Depending on the outcome type, either standardized mean differences (SMDs) or odds ratios (ORs) were calculated using a random-effects model.

resultsThis meta-analysis included 1339 participants from 19 studies. For continuous outcomes, the pooled SMD was 0.89 (95% CI, 0.69-1.09), indicating a substantial positive effect of nurse-led education. For dichotomous outcomes, the pooled OR was 4.37 (95% CI, 1.32-14.49), suggesting that patients receiving educational interventions from nurses were over four times more likely to adhere to treatment. Heterogeneity was minimal (I

conclusionOur meta-analysis suggests that nurse-led educational interventions may significantly improve treatment adherence and associated psychosocial outcomes among chemotherapy patients, although causality cannot be definitively established due to the observational nature of the included studies. These findings support the routine integration of structured nursing education into oncology care to enhance patient engagement and optimize therapeutic outcomes.

Indexed as

Medication AdherenceNeoplasmsPatient Education as TopicAdherence InterventionsAntineoplastic AgentsHumansQuality of LifeSelf EfficacyAntineoplastic AgentsChemotherapy adherenceMeta-analysisNurse-led educationOncology nursingPsychosocial outcomes

Identifiers

PMID41673268
PMCPMC13341723

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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.