ArticleRoyal Society open science2018
Data availability, reusability, and analytic reproducibility: evaluating the impact of a mandatory open data policy at the journal
Article in Royal Society open science, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 97 papers, 4 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
97 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Changing patterns in reporting and sharing of review data in systematic reviews with meta-analysis of the effects of interventions: cross sectional meta-research study.BMJ (Clinical research ed.) · 2022Pooled it
- Methods to Address Confounding and Other Biases in Meta-Analyses: Review and Recommendations.Annual review of public health · 2022Pooled it
- Incentivising research data sharing: a scoping review.Wellcome open research · 2021Pooled it
- Directions in abusive language training data, a systematic review: Garbage in, garbage out.PloS one · 2020Pooled it
- Reproducibility in biomedical research.Nature medicine · 2026Review
- Self-reported availability of research data in American Psychological Association journal articles: a cross-sectional investigation.Research integrity and peer review · 2026Article
- Evaluating the reproducibility and verifiability of nutrition research: a case study of studies assessing the relationship between potatoes and colorectal cancer.Nutrition & diabetes · 2026Review
- Article
- Data sharing in acupuncture meta-analyses: Associations with journal policies and practical considerations.Integrative medicine research · 2026Article
- Changes in ethics and transparency reporting in dental journal articles between 2021 and 2025: a full-text cross-journal analysis.Frontiers in oral health · 2026Article
- The struggle to make transparency mainstream: initial evidence for a slow uptake of open science practices in PhD theses.Royal Society open science · 2025Article
- From policy to practice: progress towards data- and code-sharing in ecology and evolution.Proceedings. Biological sciences · 2025Article
- Risk of bias and low reproducibility in meta-analytic evidence from fast-tracked publications during the coronavirus disease 2019 pandemic.PNAS nexus · 2025Article
- A sharing practices review of the visual search and eye movements literature reveals recommendations for our field and others.Behavior research methods · 2025Review
- Transparency in epidemiological analyses of cohort data a case study of the Norwegian mother, father, and child cohort study (MoBa).BMC medical research methodology · 2025Article
- Beliefs about social dynamics and open science.Royal Society open science · 2025Article
- Open science interventions to improve reproducibility and replicability of research: a scoping review.Royal Society open science · 2025Article
- Article
- The reliability of replications: a study in computational reproductions.Royal Society open science · 2025Article
- The academic impact of Open Science: a scoping review.Royal Society open science · 2025Review
37 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
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Access to data is a critical feature of an efficient, progressive and ultimately self-correcting scientific ecosystem. But the extent to which in-principle benefits of data sharing are realized in practice is unclear. Crucially, it is largely unknown whether published findings can be reproduced by repeating reported analyses upon shared data ('analytic reproducibility'). To investigate this, we conducted an observational evaluation of a mandatory open data policy introduced at the journal
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.