ArticleJournal of statistical software2017
Performing Arm-Based Network Meta-Analysis in R with the pcnetmeta Package.
Article in Journal of statistical software, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 28 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
70 citing papers in PubMed, 28 syntheses or guidelines pooled it.
- Non-pharmacological interventions for improving sleep quality in adults aged 50 years and older: a systematic review and network meta-analysis.Archives of public health = Archives belges de sante publique · 2026Pooled it
- Beyond the placebo effect: a systematic review and a network meta-analysis of treatment strategies for vulvodynia.BMC women's health · 2026Pooled it
- Effects of different acupuncture methods on polycystic ovarian syndrome: a systematic review and network meta-analysis.BMC complementary medicine and therapies · 2026Pooled it
- Effects of different types of physical exercises on gestational weight gain: a systematic review and network meta-analysis.Frontiers in nutrition · 2026Pooled it
- Caffeine and taurine: a systematic review and network meta-analysis of their individual and combined effects on physical capacity, cognitive function, and physiological markers.Journal of the International Society of Sports Nutrition · 2025Pooled it
- Meta-Analysis: Intravenous Versus Subcutaneous Infliximab in Inflammatory Bowel Disease.Alimentary pharmacology & therapeutics · 2025Pooled it
- Assessing the Effectiveness of Digital Health Behavior Strategies on Type 2 Diabetes Management: Systematic Review and Network Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Pooled it
- Minor tranquillizers for short-term treatment of newly onset symptoms of anxiety and distress: a systematic review with network meta-analysis of randomized trials.European archives of psychiatry and clinical neuroscience · 2024Pooled it
- Effect of exercise for depression: systematic review and network meta-analysis of randomised controlled trials.BMJ (Clinical research ed.) · 2024Pooled it
- Dexamethasone-sparing strategies in anthracycline and cyclophosphamide-based chemotherapy with a focus on 5-HT3 receptor antagonists: a network meta-analysis.Frontiers in oncology · 2024Pooled it
- Comparative efficacy of materials used in patients undergoing pulpotomy or direct pulp capping in carious teeth: A systematic review and meta-analysis.Clinical and experimental dental research · 2023Pooled it
- Indirect comparison of SGLT2 inhibitors in patients with established heart failure: evidence based on Bayesian methods.ESC heart failure · 2023Pooled it
- Correlation between ultrasonographic scores and American college of rheumatology recommended rheumatoid arthritis disease activity measures: a systematic review and network meta-analysis.Journal of ultrasound · 2023Pooled it
- The safety of radium-223 combined with new-generation hormonal agents in bone metastatic castration-resistant prostate cancer: a systematic review and network meta-analysis.Asian journal of andrology · 2023Pooled it
- Comparative Effectiveness of Physical Activity Intervention Programs on Motor Skills in Children and Adolescents: A Systematic Review and Network Meta-Analysis.International journal of environmental research and public health · 2022Pooled it
- One-Day Versus Three-Day Dexamethasone with NK1RA for Patients Receiving Carboplatin and Moderate Emetogenic Chemotherapy: A Network Meta-analysis.The oncologist · 2022Pooled it
- Pharmacological interventions on smoking cessation: A systematic review and network meta-analysis.Frontiers in pharmacology · 2022Pooled it
- Comparative efficacy and safety of first-line treatments for advanced non-small cell lung cancer with ALK-rearranged: a meta-analysis of clinical trials.BMC cancer · 2021Pooled it
- Health wearable devices for weight and BMI reduction in individuals with overweight/obesity and chronic comorbidities: systematic review and network meta-analysis.British journal of sports medicine · 2021Pooled it
10 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
4 authors.
Funding
Abstract
Network meta-analysis is a powerful approach for synthesizing direct and indirect evidence about multiple treatment comparisons from a collection of independent studies. At present, the most widely used method in network meta-analysis is contrast-based, in which a baseline treatment needs to be specified in each study, and the analysis focuses on modeling relative treatment effects (typically log odds ratios). However, population-averaged treatment-specific parameters, such as absolute risks, cannot be estimated by this method without an external data source or a separate model for a reference treatment. Recently, an arm-based network meta-analysis method has been proposed, and the R package
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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.