SynthesisInternational journal of methods in psychiatric research2013
Dealing with clinical heterogeneity in meta-analysis. Assumptions, methods, interpretation.
Synthesis in International journal of methods in psychiatric research, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 17 of them syntheses that pooled it.
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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.
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Who cites it
33 citing papers in PubMed, 17 syntheses or guidelines pooled it.
- Comparison of Single Versus Multiple Nonpharmacological Interventions for the Management of Lung Cancer-Related Fatigue: A Systematic Review.The clinical respiratory journal · 2025Pooled it
- Anti-TNF Alpha and Risk of Lymphoma in Rheumatoid Arthritis: A Systematic Review and Meta-Analysis.Medicina (Kaunas, Lithuania) · 2024Pooled it
- Sleep disordered breathing and neurobehavioral deficits in children and adolescents: a systematic review and meta-analysis.BMC pediatrics · 2024Pooled it
- A Meta-Analysis Comparing Different Oral Anticoagulation for the Treatment of Ventricular Thrombus.Reviews in cardiovascular medicine · 2022Pooled it
- The effects of low-fat, high-carbohydrate diets vs. low-carbohydrate, high-fat diets on weight, blood pressure, serum liquids and blood glucose: a systematic review and meta-analysis.European journal of clinical nutrition · 2022Pooled it
- Association Between Metformin and Abdominal Aortic Aneurysm: A Meta-Analysis.Frontiers in cardiovascular medicine · 2022Pooled it
- Effectiveness and Acceptance of Technology-Based Psychological Interventions for the Acute Treatment of Unipolar Depression: Systematic Review and Meta-analysis.Journal of medical Internet research · 2021Pooled it
- Effects of exercise interventions on social and cognitive functioning of men with prostate cancer: a meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2020Pooled it
- Pooled it
- Internet-Based Cognitive Behavioral Therapy to Reduce Suicidal Ideation: A Systematic Review and Meta-analysis.JAMA network open · 2020Pooled it
- Liver function monitoring: a prospective nested case-control study of Salvia miltiorrhiza polyphenol injection.Scientific reports · 2020Pooled it
- Identification of microRNA-181 as a promising biomarker for predicting the poor survival in colorectal cancer.Cancer medicine · 2019Pooled it
- Are Invasive Procedures Effective for Chronic Pain? A Systematic Review.Pain medicine (Malden, Mass.) · 2019Pooled it
- A meta-analysis of obstructive sleep apnea in patients with cerebrovascular disease.Sleep & breathing = Schlaf & Atmung · 2018Pooled it
- Use of the 9-item Shared Decision Making Questionnaire (SDM-Q-9 and SDM-Q-Doc) in intervention studies-A systematic review.PloS one · 2017Pooled it
- Comparative effectiveness of psychological treatments for depressive disorders in primary care: network meta-analysis.BMC family practice · 2015Pooled it
- Effectiveness of psychological treatments for depressive disorders in primary care: systematic review and meta-analysis.Annals of family medicinePooled it
- Trial
- Effectiveness of echocardiography and cardiac magnetic resonance for screening and monitoring cardiomyopathy in people living with HIV: a mixed-methods systematic review protocol.Systematic reviews · 2026Article
- Detection of suitable habitat areas in Japan of the Lyme disease and tick-borne encephalitis vectorsCurrent research in parasitology & vector-borne diseases · 2026Article
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThere is an ongoing debate how to interpret findings of meta-analyses when substantial clinical heterogeneity is present among included trials. The aim of the present study was to demonstrate various ways of dealing with clinical heterogeneity along with underlying assumptions and interpretation. A recent meta-analysis on long-term psychodynamic psychotherapy (LTPP) was used as an illustrative example.
methodRe-analysis of published data including calculation of a prediction interval, heterogeneity tests, Bayesian meta-analysis, meta-regression, and subgroup analysis to explore and interpret summary estimates in clinically heterogeneous studies.
resultsMeta-analytic results and their implications varied considerably depending on whether and how clinical heterogeneity was addressed.
conclusionsWhether or not to trust summary estimates in meta-analysis depends largely on the subjective relevance of clinical heterogeneity present. No single analysis and interpretation strategy can be valid in every context or paradigm, thus, reflection of own beliefs on the role of heterogeneity is needed.
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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.