Research Integrity

Responsible data sharing: Identifying and remedying possible re-identification of human participants

Open data collected from humans creates a tension between scholarly values of transparency and sharing on the one hand, and privacy and security on the other. A common solution is to make datasets anonymous by removing personally identifying …

Rigor Champions and Resources

Efforts to Instill the Fundamental Principles of Rigorous ResearchRigorous experimental procedures and transparent reporting of research results are vital to the continued success of the biomedical enterprise at both the preclinical and the clinical …

The Open Research Lifecycle

Open science reduces waste and accelerates the discovery of knowledge, solutions, and cures for the world's most pressing needs. Shifting research culture toward greater openness, transparency, and reproducibility is challenging, but there are …

What is this thing called open science?

A general introduction to open scholarship.