SynthesisPLoS biology2017
'Spin' in published biomedical literature: A methodological systematic review.
Synthesis in PLoS biology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 107 papers, 9 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
107 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Managing technological sovereignty: a systematic review of semiconductor industry policy and regional ecosystem governance.Frontiers in research metrics and analytics · 2026Pooled it
- MASCC guideline: cannabis for cancer-related pain and risk of harms and adverse events.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2023Guideline
- Spin is present in the majority of articles evaluating robot-assisted groin hernia repair: a systematic review.Surgical endoscopy · 2022Pooled it
- Quality of information in news media reports about the effects of health interventions: Systematic review and meta-analyses.F1000Research · 2021Pooled it
- Level and Prevalence of Spin in Published Cardiovascular Randomized Clinical Trial Reports With Statistically Nonsignificant Primary Outcomes: A Systematic Review.JAMA network open · 2019Pooled it
- Overinterpretation and misreporting of prognostic factor studies in oncology: a systematic review.British journal of cancer · 2018Pooled it
- CONSORT-SPI 2018 Explanation and Elaboration: guidance for reporting social and psychological intervention trials.Trials · 2018Guideline
- Causal language and strength of inference in academic and media articles shared in social media (CLAIMS): A systematic review.PloS one · 2018Pooled it
- Factors associated with the reporting quality of low back pain systematic review abstracts in physical therapy: a methodological study.Brazilian journal of physical therapyPooled it
- Trial
- Is Meat Industry Affiliation Associated With Study Conclusion in Nutrition Research? A Meta-Research Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Review
- We need article reporting standards for quantitative research in sport and exercise science: an educational narrative review.European journal of applied physiology · 2026Review
- Spin and Methodological Quality in Systematic Reviews of Decompression Timing for Central Cord Syndrome.Global spine journal · 2026Review
- Quantifying the prevalence and impact of overreaching causal claims in social science.Nature human behaviour · 2026Article
- Spin and Methodological Quality of Systematic Reviews and Meta-Analyses Comparing Single- and Multiple-Visit Endodontic Treatment: A Meta-Research Study.Australian endodontic journal : the journal of the Australian Society of Endodontology Inc · 2026Review
- Assessment of "Spin" in the abstracts of systematic reviews in leading upper extremity surgery journals over the past 10 years: A cross-sectional methodological study.Shoulder & elbow · 2026Review
- Why Radiomics Rarely Reaches the Clinic: Reproducibility, Validation, and Evidence Gap-A Critical Narrative Review.Diagnostics (Basel, Switzerland) · 2026Review
- Factors influencing the trustworthiness of non-randomized studies of interventions: a survey of international experts.BMC medicine · 2026Article
- Safeguarding the integrity of scientific literature in the 21st century.Pediatric research · 2026Review
- Identifying and mitigating bias in multiple aspects of modern clinical research.Communications medicine · 2026Review
47 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In the scientific literature, spin refers to reporting practices that distort the interpretation of results and mislead readers so that results are viewed in a more favourable light. The presence of spin in biomedical research can negatively impact the development of further studies, clinical practice, and health policies. This systematic review aims to explore the nature and prevalence of spin in the biomedical literature. We searched MEDLINE, PreMEDLINE, Embase, Scopus, and hand searched reference lists for all reports that included the measurement of spin in the biomedical literature for at least 1 outcome. Two independent coders extracted data on the characteristics of reports and their included studies and all spin-related outcomes. Results were grouped inductively into themes by spin-related outcome and are presented as a narrative synthesis. We used meta-analyses to analyse the association of spin with industry sponsorship of research. We included 35 reports, which investigated spin in clinical trials, observational studies, diagnostic accuracy studies, systematic reviews, and meta-analyses. The nature of spin varied according to study design. The highest (but also greatest) variability in the prevalence of spin was present in trials. Some of the common practices used to spin results included detracting from statistically nonsignificant results and inappropriately using causal language. Source of funding was hypothesised by a few authors to be a factor associated with spin; however, results were inconclusive, possibly due to the heterogeneity of the included papers. Further research is needed to assess the impact of spin on readers' decision-making. Editors and peer reviewers should be familiar with the prevalence and manifestations of spin in their area of research in order to ensure accurate interpretation and dissemination of research.
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.