Open research, personally explored
How open is your research workflow?
Explore 11 research practices and place your own experience alongside descriptive results from 3,017 researchers in the Pennington et al. (2026) sample.
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A profile, not a verdict.
Your response is shown next to the share of the selected study sub-sample that reported each response. These are descriptive survey results, not norms or recommendations.
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The bar shows the selected group’s reported distribution. Your response is marked at right; it is not combined into the study data.
Read this comparison carefully
The study used convenience sampling and was not designed to provide population norms. Most respondents were based in Europe (78%), and recruitment included Reproducibility Network channels. Treat this as a prompt for reflection, not a measure of how “open” you are.