Evidence map›Paper›PMID 41326935›Full record

SynthesisJournal of general internal medicine2026

Comparative Efficacy of Cognitive Behavioral Therapy Delivery Formats for Individuals with Diabetes: A Systematic Review and Network Meta-analysis.

Mingqi Hu, Meixuan Li, Qian Liu, Zeyu Luo, Yujing Zhang, Yonghuan Niu, Xiaotong Jiang, Kehu Yang

Abstract readSystematic ReviewMeta-AnalysisComparative Study
In one paragraph

Synthesis in Journal of general internal 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

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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

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No citing paper in PubMed yet.

4 · The record

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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

8 authors.

Mingqi HuCentre for Evidence-Based Social Science/Center for Health Technology Assessment, School of Public Health, Lanzhou University, Lanzhou, China.
Meixuan LiCentre for Evidence-Based Social Science/Center for Health Technology Assessment, School of Public Health, Lanzhou University, Lanzhou, China.
Qian LiuCentre for Evidence-Based Social Science/Center for Health Technology Assessment, School of Public Health, Lanzhou University, Lanzhou, China.
Zeyu LuoSchool of Public Health, School of Medicine, Zhejiang University, Hangzhou, China.
Yujing ZhangPetrochina Qinghai Oilfield Company, Dunhuang, China.
Yonghuan NiuSchool of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
Xiaotong JiangSchool of Basic Medical Sciences, Lanzhou University, Lanzhou, China.
Kehu YangCentre for Evidence-Based Social Science/Center for Health Technology Assessment, School of Public Health, Lanzhou University, Lanzhou, China. yangkh-ebm@lzu.edu.cn.ORCID 0000-0001-7864-3012

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrevious studies have shown that cognitive behavioral therapy (CBT) is beneficial for enhancing blood sugar monitoring and mental health in diabetic patients, but no studies have compared all CBT formats to determine which one is more effective. This review compared different delivery formats for CBT for diabetes.

methodsWe searched nine databases for randomized clinical trials comparing one CBT delivery format against another format or control conditions for patients with diabetes. The primary outcomes were glycated hemoglobin (HbA1c) reduction, severity of depression and anxiety. Pairwise and network meta-analyses were used to synthesize the data.

results29 trials with 5,208 participants were included. Network meta-analyses showed at post-intervention, with very low to moderate evidence, digital assisted was probably the most effective in decreasing depression compared with unguided and guided self-help, individual, group, treatment as usual (TAU), education, waitlist plus TAU and waitlist. At follow-up, moderate evidence indicated digital assisted significantly reduced depression and anxiety compared to group, education, TAU, and waitlist, and outperformed individual and waitlist plus TAU for depression. Evidence from very low to low indicated other CBT formats also showed improvement in relevant outcomes. MD range for glycated hemoglobin (follow-up): -1.24 to -0.45%; MD range for depression (post-intervention): -35.08 to -8.21; MD range for depression (follow-up): -54.00 to 5.89; SMD range for anxiety: -17.51 to -0.74; SMD range for quality of life: 2.12 to 3.39. DISCUSSION: Digital-assisted CBT appears most effective for reducing depression and anxiety, while group and guided self-help formats showed benefits for HbA1c and distress. Limitations include potential publication bias on group CBT format for HbA1c and distress, lack of anxiety outcomes and digital assisted format studies. REGISTRATION: PROSPERO (CRD42024515804).

Indexed as

Cognitive Behavioral TherapyDiabetes MellitusAnxietyDepressionGlycated HemoglobinHumansNetwork Meta-Analysis as TopicRandomized Controlled Trials as TopicTreatment OutcomeGlycated Hemoglobincognitive behavioral therapydelivery formatdiabetesnetwork meta-analysissystematic review

Identifiers

PMID41326935
PMCPMC13009317

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Registered trials

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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.