ArticleBMC medical research methodology2018
Methods to systematically review and meta-analyse observational studies: a systematic scoping review of recommendations.
Article in BMC medical research methodology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 136 papers, 64 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
136 citing papers in PubMed, 64 syntheses or guidelines pooled it.
- Physical Appearance Anxiety and Eating Disorders Symptomatology: A Systematic Review and Meta-Analysis.Scandinavian journal of psychology · 2026Pooled it
- Geographic distribution of amyotrophic lateral sclerosis-related genes: a systematic review.Neurodegenerative disease management · 2026Pooled it
- The effects of ageing on fatigue and endurance of the spinal extensor muscles: a systematic review and meta-analysis.GeroScience · 2026Pooled it
- Community and societal influences on loneliness and social isolation among young adults: a systematic review of observational studies.Epidemiologic reviews · 2026Pooled it
- Risk factors and mitigating measures associated with bile duct injury during cholecystectomy: meta-analysis.BJS open · 2025Pooled it
- Why You Gamble Matters: A Systematic Review and Meta-analysis of the Association Between Gambling Motivation and Problem Gambling.Journal of gambling studies · 2025Pooled it
- Neoadjuvant chemoradiotherapy in combination with deep regional hyperthermia followed by surgery for rectal cancer: a systematic review and meta-analysis.Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] · 2025Pooled it
- Does pain influence control of muscle force? A systematic review and meta-analysis.European journal of pain (London, England) · 2025Pooled it
- Blood lipid metabolic biomarkers are emerging as significant prognostic indicators for survival in cancer patients.BMC cancer · 2024Pooled it
- Maternal depressive symptoms and mother-infant cosleeping (including room sharing and bedsharing): a systematic review.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2024Pooled it
- Physician Transfer Versus Patient Transfer for Mechanical Thrombectomy in Patients With Acute Ischemic Stroke: A Systematic Review and Meta-Analysis.Journal of the American Heart Association · 2024Pooled it
- Problematic smartphone use and academic achievement: A systematic review and meta-analysis.Journal of behavioral addictions · 2024Pooled it
- Synthesis methods used to combine observational studies and randomised trials in published meta-analyses.Systematic reviews · 2024Pooled it
- Biosecurity measures reducingFrontiers in veterinary science · 2024Pooled it
- Human social isolation and stress: a systematic review of different contexts and recommendations for future studies.Trends in psychiatry and psychotherapy · 2024Pooled it
- Prevalence of polypharmacy among older adults in Ethiopia: a systematic review and meta-analysis.Scientific reports · 2023Pooled it
- The Association Between Congenital Heart Disease and Autism Spectrum Disorder: A Systematic Review and Meta-Analysis.Pediatric cardiology · 2023Pooled it
- The physiological sonographic features of the ovary in healthy subjects: a joint systematic review and meta-analysis by the Italian Society of Gynecology and Obstetrics (SIGO) and the Italian Society of Endocrinology (SIE).Journal of endocrinological investigation · 2023Pooled it
- Implementation strategies to increase smoking cessation treatment provision in primary care: a systematic review of observational studies.BMC primary care · 2023Pooled it
- Indeterminate results of interferon gamma release assays in the screening of latent tuberculosis infection: a systematic review and meta-analysis.Frontiers in immunology · 2023Pooled it
76 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
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSystematic reviews and meta-analyses of observational studies are frequently performed, but no widely accepted guidance is available at present. We performed a systematic scoping review of published methodological recommendations on how to systematically review and meta-analyse observational studies.
methodsWe searched online databases and websites and contacted experts in the field to locate potentially eligible articles. We included articles that provided any type of recommendation on how to conduct systematic reviews and meta-analyses of observational studies. We extracted and summarised recommendations on pre-defined key items: protocol development, research question, search strategy, study eligibility, data extraction, dealing with different study designs, risk of bias assessment, publication bias, heterogeneity, statistical analysis. We summarised recommendations by key item, identifying areas of agreement and disagreement as well as areas where recommendations were missing or scarce.
resultsThe searches identified 2461 articles of which 93 were eligible. Many recommendations for reviews and meta-analyses of observational studies were transferred from guidance developed for reviews and meta-analyses of RCTs. Although there was substantial agreement in some methodological areas there was also considerable disagreement on how evidence synthesis of observational studies should be conducted. Conflicting recommendations were seen on topics such as the inclusion of different study designs in systematic reviews and meta-analyses, the use of quality scales to assess the risk of bias, and the choice of model (e.g. fixed vs. random effects) for meta-analysis.
conclusionThere is a need for sound methodological guidance on how to conduct systematic reviews and meta-analyses of observational studies, which critically considers areas in which there are conflicting recommendations.
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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.