Resources

 

We have an amazing team who curated many resources for the community.

Assessing Open Scholarship Practices in Education Research: Opportunities for Adoption

Open scholarship practices, which involve sharing data, materials, preregistering studies, replication, sharing preprints, and reporting null results, have gained significant attention in the academic community. The Open Scholarship Survey (OSS) has …

Assessment of transparency indicators in space medicine

Space medicine is a vital discipline with often time-intensive and costly projects and constrained opportunities for studying various elements such as space missions, astronauts, and simulated environments. Moreover, private interests gain increasing …

Association between trial registration and treatment effect estimates: a meta-epidemiological study

To increase transparency in research, the International Committee of Medical Journal Editors required, in 2005, prospective registration of clinical trials as a condition to publication. However, many trials remain unregistered or retrospectively …

At what sample size do correlations stabilize?

Sample correlations converge to the population value with increasing sample size, but the estimates are often inaccurate in small samples. In this report we use Monte-Carlo simulations to determine the critical sample size from which on the magnitude …

Attitudes towards animal study registries and their characteristics: An online survey of three cohorts of animal researchers

Objectives Prospective registration of animal studies has been suggested as a new measure to increase value and reduce waste in biomedical research. We sought to further explore and quantify animal researchers’ attitudes and preferences regarding …

Authorization of Animal Experiments Is Based on Confidence Rather than Evidence of Scientific Rigor

Accumulating evidence indicates high risk of bias in preclinical animal research, questioning the scientific validity and reproducibility of published research findings. Systematic reviews found low rates of reporting of measures against risks of …

Authorship practices must evolve to support collaboration and open science

Journal authorship practices have not sufficiently evolved to reflect the way research is now done. Improvements to support teams, collaboration, and open science are urgently needed.

Autistic community and the Neurodiversity movement: Stories from the Frontline

A book about the autistic community and the neurodivergent movement

Automation and Make

A Software Carpentry lesson to learn how to use Make Make is a tool which can run commands to read files, process these files in some way, and write out the processed files. For example, in software development, Make is used to compile source code …

Awesome Open Science Resources

Scientific data and tools should, as much as possible, be free as in beer and free as in freedom. The vast majority of science today is paid for by taxpayer-funded grants; at the same time, the incredible successes of science are strong evidence for …
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