Evidence map›Paper›PMID 26636054›Full record

ReviewFrontiers in public health2015

Psychological Interventions for the Management of Glycemic and Psychological Outcomes of Type 2 Diabetes Mellitus in China: A Systematic Review and Meta-Analyses of Randomized Controlled Trials.

Anna Chapman, Shuo Liu, Stephanie Merkouris, Joanne C Enticott, Hui Yang, Colette J Browning, Shane A Thomas

Open access · goldAbstract readReview
In one paragraph

Review in Frontiers in public health, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed, 6 pooled it
2.9field-weighted citation impact, top 8% 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

36 citing papers in PubMed, 6 syntheses or guidelines pooled it, 66 citations in OpenAlex.

  1. How effective are CBT and CBT-based interventions in Type 1 and Type 2 diabetes? An umbrella review.Diabetic medicine : a journal of the British Diabetic Association · 2026
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  15. Psychological interventions for depression in people with diabetes mellitus.The Cochrane database of systematic reviews · 2025
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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

7 authors at 3 institutions in 2 countries.

Anna ChapmanSchool of Primary Health Care, Monash University , Notting Hill, VIC , Australia ; Royal District Nursing Service Institute , Melbourne, VIC , Australia.
Shuo LiuBeijing Office for Cancer Prevention and Control, Peking University Cancer Hospital and Institute , Beijing , China.
Stephanie MerkourisSchool of Primary Health Care, Monash University , Notting Hill, VIC , Australia ; School of Psychology, Deakin University , Melbourne, VIC , Australia.
Joanne C EnticottSchool of Primary Health Care, Monash University , Notting Hill, VIC , Australia ; School of Clinical Sciences, Monash University , Melbourne, VIC , Australia.
Hui YangSchool of Primary Health Care, Monash University , Notting Hill, VIC , Australia.
Colette J BrowningSchool of Primary Health Care, Monash University , Notting Hill, VIC , Australia ; Royal District Nursing Service Institute , Melbourne, VIC , Australia.
Shane A ThomasSchool of Primary Health Care, Monash University , Notting Hill, VIC , Australia.
Monash University · AUDeakin University · AUPeking University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionChina has the largest number of type 2 diabetes mellitus (T2DM) cases globally, and T2DM management has become a critical public health issue in China. Individuals with T2DM have an increased risk of developing mental health disorders, psychological disturbances, and functional problems associated with living with their condition. Previous systematic reviews have demonstrated that, generally, psychological interventions are effective in the management of T2DM-related outcomes; however, these reviews have predominantly included studies conducted within English-speaking countries and have not determined the efficacy of the varying types of psychological interventions. As such, this paper aims to synthesize evidence and quantify the efficacy of psychological therapies for the management of glycemic and psychological outcomes of T2DM in China, relative to control conditions.

methodsA systematic search (MEDLINE, PsycINFO, CINAHL, Cochrane Central Register of Controlled Trials, China National Knowledge Infrastructure, and Wangfang Data) for all years to December 2014 identified all available literature. Eligibility criteria included: peer-reviewed journal articles, randomized controlled trials (RCTs) assessing the efficacy of a psychological therapy for the management of T2DM, adult participants (≥18 years) diagnosed with T2DM or non-insulin-dependent diabetes mellitus, and Chinese speaking participants only (in mainland China). Outcome measures were glycated hemoglobin, blood glucose concentration, depression, anxiety, and quality of life. Effect sizes were pooled using a random effects model. Negative effect sizes corresponded to positive outcomes favoring the intervention.

resultsForty-five RCTs were eligible for the meta-analyses. Cognitive behavioral therapy (CBT) and motivational interviewing (MI) were more effective than the control condition in the reduction of glycated hemoglobin [CBT: -0.97 (95% CI -1.37 to -0.57); MI: -0.71 (95% CI -1.00 to -0.43)]. CBT and client-centered therapy (CCT) were also associated with reductions in depression and blood glucose concentration, and CBT was associated with reductions in anxiety.

conclusionPsychological interventions, namely, CBT, MI, and CCT are effective in improving certain T2DM-related outcomes in China. Considerable levels of heterogeneity and unclear risk of bias associated with most included RCTs suggest caution when interpreting results. In China, where the burden of T2DM is increasing significantly, psychological interventions may provide promising approaches to assist in the management of T2DM to delay the progression of T2DM related outcomes.

Indexed as

Chinacognitive behavioral therapymeta-analysismotivational interviewingpsychological interventionsystematic reviewtherapytype 2 diabetes mellitus

Identifiers

PMID26636054
PMCPMC4644788
OpenAlexW2173311422

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.