ArticleContemporary clinical trials2015
Meta-analysis in clinical trials revisited.
Article in Contemporary clinical trials, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1,336 papers, 108 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
1,336 citing papers in PubMed, 108 syntheses or guidelines pooled it.
- Adult-onset Coats disease: A systematic review and meta-analysis of imaging biomarkers and targeted therapies.Acta ophthalmologica · 2026Pooled it
- Musculoskeletal Stretching and Arterial Stiffness: Systematic Review and Meta-analysis of Acute and Longitudinal Interventions.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- T-cell-redirecting therapies in early relapsed multiple myeloma: a systematic review and network meta-analysis.Journal of hematology & oncology · 2026Pooled it
- Nasopharyngeal Carriage Rate, Risk Factors, and Co-Resistance Patterns of Methicillin-Resistant Staphylococcus aureus in Ethiopia: Systematic Review and Meta-Analysis.MicrobiologyOpen · 2026Pooled it
- A Systematic Review and Meta-Analysis of Biological Sex Differences in Sleep Spindles and Slow Wave Activity in Adults With and Without Insomnia.Journal of sleep research · 2026Pooled it
- Boosting Male Fertility: The Impact of Gonadotropin Therapy on Hypogonadotropic Hypogonadism-A Systematic Review and Meta-Analysis.Andrology · 2026Pooled it
- Prognostic Value of Circulating Tumor DNA-Based Minimal Residual Disease for Recurrence-Free Survival in Resectable Gastric Cancer: A Systematic Review and Meta-Analysis with Serial Monitoring Analysis.Digestive diseases and sciences · 2026Pooled it
- Efficacy of low-level laser therapy for subacromial impingement syndrome: a meta-analysis of randomized controlled trials.Lasers in medical science · 2026Pooled it
- A Systematic Review and Meta-Analysis of the Global Prevalence of Dry Mouth in Older Adults.Gerodontology · 2026Pooled it
- EUS-Guided Choledochoduodenostomy Versus Hepaticogastrostomy in Case of Concomitant Gastric Outlet Obstruction Treated by EUS-Guided Gastroenterostomy: A Systematic Review and Meta-Analysis.United European gastroenterology journal · 2026Pooled it
- Dual Use of Electronic and Combustible Cigarettes and Stroke Risk: A Systematic Review and Meta-analysis.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2026Pooled it
- Cardiovascular Efficacy of GLP-1 Receptor Agonists by Kidney Function: An Updated Meta-Analysis of Randomized Trials Including the SOUL Trial.Diabetes, obesity & metabolism · 2026Pooled it
- Effectiveness of vestibular rehabilitation in patients with multiple sclerosis: a systematic review and meta-analysis of randomized controlled trials.Journal of neurology · 2026Pooled it
- Open versus robotic transversus abdominis release for ventral hernia repair: an updated systematic review and meta-analysis.Hernia : the journal of hernias and abdominal wall surgery · 2026Pooled it
- Pooled it
- Closed-incision negative-pressure wound therapy in abdominal wall reconstruction: a systematic review and meta-analysis.Hernia : the journal of hernias and abdominal wall surgery · 2026Pooled it
- Early Identification of Autism Using Cry Analysis: A Systematic Review and Meta-analysis of Retrospective and Prospective Studies.Journal of autism and developmental disorders · 2026Pooled it
- Implementation and outcomes of mental health literacy training in pre-licensure health professions education: a systematic review and meta-analysis.BMC medical education · 2026Pooled it
- Effects of controlled, acute exposure to air pollutants on heart rate variability in humans: a meta-regression and methodological recommendations.BMC public health · 2026Pooled it
- Efficacy and Safety of Dupilumab in Eosinophilic Esophagitis: A Systematic Review and Meta-Analysis.International archives of allergy and immunology · 2026Pooled it
1,276 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
In this paper, we revisit a 1986 article we published in this Journal, Meta-Analysis in Clinical Trials, where we introduced a random-effects model to summarize the evidence about treatment efficacy from a number of related clinical trials. Because of its simplicity and ease of implementation, our approach has been widely used (with more than 12,000 citations to date) and the "DerSimonian and Laird method" is now often referred to as the 'standard approach' or a 'popular' method for meta-analysis in medical and clinical research. The method is especially useful for providing an overall effect estimate and for characterizing the heterogeneity of effects across a series of studies. Here, we review the background that led to the original 1986 article, briefly describe the random-effects approach for meta-analysis, explore its use in various settings and trends over time and recommend a refinement to the method using a robust variance estimator for testing overall effect. We conclude with a discussion of repurposing the method for Big Data meta-analysis and Genome Wide Association Studies for studying the importance of genetic variants in complex diseases.
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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.