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Retire Statistical Significance Survey
- Tom E Hardwicke
- John Ioannidis
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Category: Project
Description: Petitions have a long history of being used for political, social, ethical and injustice issues; however, it is unclear how/whether they should be implemented in scientific argumentation. Recently, an extremely influential commentary published in Nature (Amrhein et al, 2019) calling for the abandonment of ‘statistical significance’ was signed by 854 scientists. We surveyed signatories and observed substantial heterogeneity in respondents’ perceptions of the petition process, motivations for signing and views on aspects of abandoning statistical significance. The top-cited signatories were strongly concentrated in a few scientific fields. In a random sample of 100 signatories, 62 published at least one paper in 2018 using statistical inference and most of them had used the phrase ‘statistical significance’. When scientists sign petitions, they may have variable views on important aspects and it is useful to understand this diversity.
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Components
Materials
These are pdf copies of the survey invitation e-mail and the survey instrument.
Data
All raw data generated during the project and associated documentation (codebook) is available below.
Analysis
This analysis script (along with the data files available here: https://osf.io/6a94k/) can be used to reproduce the numbers reported in the manuscript...
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