ArticleBMC medical research methodology2021
Managing overlap of primary study results across systematic reviews: practical considerations for authors of overviews of reviews.
Article in BMC medical research methodology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 129 papers, 55 of them syntheses that pooled it.
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Who cites it
129 citing papers in PubMed, 55 syntheses or guidelines pooled it.
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- Grading the evidence for the association between periodontal disease and chronic non-communicable diseases: an umbrella review of meta-analyses of observational studies.BMC oral health · 2026Pooled it
- Prevalence of unipolar mania in bipolar I disorder: a systematic review and meta-analysis of observational studies.Epidemiology and psychiatric sciences · 2026Pooled it
- Reported complications after spinopelvic fixation for U-type sacral fractures in older adults: a systematic review with narrative synthesis.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2026Pooled it
- Implementation of healthcare guidelines in public health: an umbrella review.BMC public health · 2026Pooled it
- Effectiveness of maintenance interventions promoting physical activity following exercise therapy for chronic conditions: an umbrella review.British journal of sports medicine · 2026Pooled it
- Barriers and facilitators to the implementation and adoption of computerised clinical decision support systems: an overview of reviews.Systematic reviews · 2026Pooled it
- The association of pregnancy complications/risk factors with the development of cancer in women: an umbrella review.BMC medicine · 2026Pooled it
- Romosozumab Versus Teriparatide for the Treatment of Postmenopausal Osteoporosis: An Overview of Systematic Reviews With Direct and Indirect Meta-Analyses.International journal of rheumatic diseases · 2026Pooled it
- Digital Tools' Effectiveness on Physical Activity Outcomes in Children and Adolescents: Umbrella Review.JMIR public health and surveillance · 2026Pooled it
- Effectiveness of exercise therapy for osteoarthritis: an overview of systematic reviews and randomised controlled trials.RMD open · 2026Pooled it
- Impacts of participatory arts-based interventions on well-being of older adults without dementia: an umbrella review and a conceptual artistic participation framework.The Gerontologist · 2026Pooled it
- Exercise-induced changes in systemic inflammatory biomarkers in overweight and obese populations: a bibliometric analysis and umbrella review of meta-analyses.Frontiers in immunology · 2026Pooled it
- Exercise-based interventions for post-stroke depression: an overview of systematic reviews and evidence mapping.Frontiers in neurology · 2026Pooled it
- Effectiveness of suicide means restriction: an overview of systematic reviews.BMJ mental health · 2025Pooled it
- Intimate partner violence and mental disorders among women: an umbrella review.BMC psychiatry · 2025Pooled it
- Health risk behaviours, mental health and HbA1c: an overview of reviews of observational studies.BMJ open · 2025Pooled it
- Music intervention as a strategy to reduce preoperative anxiety: an umbrella review.BMC anesthesiology · 2025Pooled it
- A conceptual model of factors potentially influencing prescribing decisions for chronic conditions: an overview of systematic reviews.BMC medicine · 2025Pooled it
69 more citing papers are in PubMed but not listed here.
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOverviews often identify and synthesise a large number of systematic reviews on the same topic, which is likely to lead to overlap (i.e. duplication) in primary studies across the reviews. Using a primary study result multiple times in the same analysis overstates its sample size and number of events, falsely leading to greater precision in the analysis. This paper aims to: (a) describe types of overlapping data that arise from the same primary studies reported across multiple reviews, (b) describe methods to identify and explain overlap of primary study data, and (c) present six case studies illustrating different approaches to manage overlap.
methodsWe first updated the search in PubMed for methods from the MOoR framework relating to overlap of primary studies. One author screened the studies titles and abstracts, and any full-text articles retrieved, extracted methods data relating to overlap of primary studies and mapped it to the overlap methods from the MOoR framework. We also describe six case studies as examples of overviews that use specific overlap methods across the steps in the conduct of an overview. For each case study, we discuss potential methodological implications in terms of limitations, efficiency, usability, and resource use.
resultsNine methods studies were found and mapped to the methods identified by the MOoR framework to address overlap. Overlap methods were mapped across four steps in the conduct of an overview - the eligibility criteria step, the data extraction step, the assessment of risk of bias step, and the synthesis step. Our overview case studies used multiple methods to reduce overlap at different steps in the conduct of an overview.
conclusionsOur study underlines that there is currently no standard methodological approach to deal with overlap in primary studies across reviews. The level of complexity when dealing with overlap can vary depending on the yield, trends and patterns of the included literature and the scope of the overview question. Choosing a method might be dependent on the number of included reviews and their primary studies. Gaps in evaluation of methods to address overlap were found and further investigation in this area 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.