ArticleThe Milbank quarterly2016
The Mass Production of Redundant, Misleading, and Conflicted Systematic Reviews and Meta-analyses.
Article in The Milbank quarterly, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 519 papers, 31 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
519 citing papers in PubMed, 31 syntheses or guidelines pooled it, 1,434 citations in OpenAlex.
- Effects of Resisted Sprint Training and Sprint Performance and Related Physical Capacities: An Umbrella Review of Systematic Reviews and Meta-analyses.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- Effects of exercise on physical function and pain in adults with rheumatoid arthritis: an exit meta-analysis of randomized controlled trials.Clinical rheumatology · 2026Pooled it
- Potential benefits of music-based therapies on rehabilitation outcomes in people with multiple sclerosis: a systematic review.BMJ open · 2026Pooled it
- Evidence map of appendicitis - a living systematic review with meta-analyses.Langenbeck's archives of surgery · 2026Pooled it
- Measuring Situation Awareness: A Meta-Review Across Domains.Human factors · 2026Pooled it
- The adoption of innovative technologies in Physical and Rehabilitation Medicine: state of the art and unmet needs.European journal of physical and rehabilitation medicine · 2026Pooled it
- Exercise interventions are most consistently supported for depressive disorders: an umbrella review of diagnosed depressive and anxiety disorders.Frontiers in psychiatry · 2026Pooled it
- Evaluating the quality of systematic reviews and meta-analyses published in behaviour analysis journals: An umbrella review.PloS one · 2026Pooled it
- Mapping Systematic Reviews on the Management of Dental Caries in Primary Teeth: A Meta-research.Current pediatric reviews · 2026Pooled it
- Pooled it
- Diagnostic performance of artificial intelligence in oral squamous cell carcinoma detection: a higher-order evidence synthesis through umbrella review and meta-meta-analysis.Frontiers in dental medicine · 2026Pooled it
- Complementary, alternative and integrative medicine for autism: an umbrella review and online platform.Nature human behaviour · 2025Pooled it
- Exit Meta-Analysis on the Effect of HIV on COVID-19 Mortality, Hospitalization, and ICU Admission.Medical sciences (Basel, Switzerland) · 2025Pooled it
- Overview of Systematic Reviews on Treatments for Pulmonary Arterial Hypertension: Assessing Methodological Quality and Mapping Evidence Gaps.American journal of cardiovascular drugs : drugs, devices, and other interventions · 2025Pooled it
- Fostering evidence building for brainstem cavernous malformations: a critical appraisal of available evidence's quality through a systematic review and BSCM Reporting Guideline proposal.Neurosurgical review · 2025Pooled it
- Childhood stunting and cognitive development: a meta-analysis.Journal of global health · 2025Pooled it
- Determining optimal strategies for primary prevention of cardiovascular disease: a synopsis of an evidence synthesis study.Health technology assessment (Winchester, England) · 2025 · on this mapPooled it
- Substance use and academic performance among university students: systematic review and meta-analysis.BMC medical education · 2025Pooled it
- Heart rate variability in mental disorders: an umbrella review of meta-analyses.Translational psychiatry · 2025Pooled it
- Use of Digital Health Technologies for Dementia Care: Bibliometric Analysis and Report.JMIR mental health · 2025Pooled it
459 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on byA year later.2021
Authors and funding
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
policy pointsCurrently, there is massive production of unnecessary, misleading, and conflicted systematic reviews and meta-analyses. Instead of promoting evidence-based medicine and health care, these instruments often serve mostly as easily produced publishable units or marketing tools. Suboptimal systematic reviews and meta-analyses can be harmful given the major prestige and influence these types of studies have acquired. The publication of systematic reviews and meta-analyses should be realigned to remove biases and vested interests and to integrate them better with the primary production of evidence. CONTEXT: Currently, most systematic reviews and meta-analyses are done retrospectively with fragmented published information. This article aims to explore the growth of published systematic reviews and meta-analyses and to estimate how often they are redundant, misleading, or serving conflicted interests.
methodsData included information from PubMed surveys and from empirical evaluations of meta-analyses.
findingsPublication of systematic reviews and meta-analyses has increased rapidly. In the period January 1, 1986, to December 4, 2015, PubMed tags 266,782 items as "systematic reviews" and 58,611 as "meta-analyses." Annual publications between 1991 and 2014 increased 2,728% for systematic reviews and 2,635% for meta-analyses versus only 153% for all PubMed-indexed items. Currently, probably more systematic reviews of trials than new randomized trials are published annually. Most topics addressed by meta-analyses of randomized trials have overlapping, redundant meta-analyses; same-topic meta-analyses may exceed 20 sometimes. Some fields produce massive numbers of meta-analyses; for example, 185 meta-analyses of antidepressants for depression were published between 2007 and 2014. These meta-analyses are often produced either by industry employees or by authors with industry ties and results are aligned with sponsor interests. China has rapidly become the most prolific producer of English-language, PubMed-indexed meta-analyses. The most massive presence of Chinese meta-analyses is on genetic associations (63% of global production in 2014), where almost all results are misleading since they combine fragmented information from mostly abandoned era of candidate genes. Furthermore, many contracting companies working on evidence synthesis receive industry contracts to produce meta-analyses, many of which probably remain unpublished. Many other meta-analyses have serious flaws. Of the remaining, most have weak or insufficient evidence to inform decision making. Few systematic reviews and meta-analyses are both non-misleading and useful.
conclusionsThe production of systematic reviews and meta-analyses has reached epidemic proportions. Possibly, the large majority of produced systematic reviews and meta-analyses are unnecessary, misleading, and/or conflicted.
Indexed as
Identifiers
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.