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.
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.
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.
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.
Who cites it
36 citing papers in PubMed, 6 syntheses or guidelines pooled it, 66 citations in OpenAlex.
- 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 · 2026Pooled it
- Effectiveness of Transtheoretical Model-Based Motivational Interviewing on Glycemic Control Among Adults With Type 2 Diabetes: A Systematic Review and Meta-Analysis of Randomized Control Trials.Worldviews on evidence-based nursing · 2025Pooled it
- Efficacy of acceptance and commitment therapy for people with type 2 diabetes: Systematic review and meta-analysis.Journal of diabetes investigation · 2022Pooled it
- Pooled it
- Effects of Cognitive Behavioral Therapy-Based Intervention on Improving Glycaemic, Psychological, and Physiological Outcomes in Adult Patients With Diabetes Mellitus: A Meta-Analysis of Randomized Controlled Trials.Frontiers in psychiatry · 2020Pooled it
- Chinese Taoist Cognitive Therapy for Symptoms of Depression and Anxiety in Adults in China: A Systematic Review and Meta-Analysis.Frontiers in psychology · 2020Pooled it
- Clinical outcomes of a digitally delivered structured lifestyle program in type 2 diabetes: a randomized controlled trial from India.Frontiers in endocrinology · 2026Trial
- Long-Term Effects of Transtheoretical Model-Based Lifestyle Intervention on Self-efficacy and Self-management in Patients with Type 2 Diabetes - Randomised Controlled Trial.International journal of behavioral medicine · 2025Trial
- Cost-Effectiveness Analysis of a Prescription Digital Therapeutic in Type 2 Diabetes.Advances in therapy · 2024Trial
- Randomized, Controlled Trial of a Digital Behavioral Therapeutic Application to Improve Glycemic Control in Adults With Type 2 Diabetes.Diabetes care · 2022Trial
- Trial
- Personality Traits, Psychiatric Symptoms, and Glycemic Control in Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2026Article
- Enhancing outcomes in type 2 diabetes: the role of psychological interventions within multidisciplinary rehabilitation care.BMC nursing · 2025Article
- Impact of clinical pharmacist video-based education on self-care and glycemic control in Sudanese adults with type 2 diabetes: A pre-post interventional study.Exploratory research in clinical and social pharmacy · 2025Article
- Psychological interventions for depression in people with diabetes mellitus.The Cochrane database of systematic reviews · 2025Article
- The effect of health belief education on metabolic indices of patients with diabetes type II living in rural areas.Journal of education and health promotion · 2025Article
- Effectiveness of psychoeducation interventions for pregnant women with gestational diabetes mellitus: an integrative review.BMC public health · 2024Review
- Article
- A Novel Prescription Digital Therapeutic Option for the Treatment of Metabolic Dysfunction-Associated Steatotic Liver Disease.Gastro hep advances · 2024Article
- The Effectiveness of Cognitive-Behavioral Approach in Alleviation of Depression, Anxiety and Stress Risks in Diabetic People.Iranian journal of psychiatry · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
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.