Open Data and Materials

Open Science Practices in Psychiatric Genetics: A Primer

Open science ensures that research is transparently reported and freely accessible for all to assess and collaboratively build on. Psychiatric genetics has led among the health sciences in implementing some open science practices in common study …

Open Science Practices Need Substantial Improvement in Prognostic Model Studies in Oncology Using Machine Learning

Objective: To describe the frequency of open science practices in a contemporary sample of studies developing prognostic models using machine-learning methods in the field of oncology. Study design and setting: We conducted a systematic review, …

Open Science Saves Lives: Lessons from the COVID-19 Pandemic

In the last decade Open Science principles, such as Open Access, study preregistration, use of preprints, making available data and code, and open peer review, have been successfully advocated for and are being slowly adopted in many different …

Open Science Seminar: How to do credible research with a high informational value (and how not to do it)

Students have an overview about the "historical" developments and debates of the replication movement in the last years, understand questionable research practices (QRPs) and publication bias and how their prevalence distorts the scientific …

Open Science Workshop Materials of the LMU Open Science Center

Open Science workshop materials created at LMU Munich, available for everyone under a CC-BY license. Look in the README folder for more information.

Open science: many hands make light work

Open science has been highlighted as one of the priorities of the Dutch presidency of the European Union in 2016. Matthew Dovey discusses the motivations behind the open science movement and why initiatives to support it are more important than ever. …

Open Science: What, Why, and How

Open Science is a collection of actions designed to make scientific processes more transparent and results more accessible. Its goal is to build a more replicable and robust science; it does so using new technologies, altering incentives, and …

Open, rigorous and reproducible research: A practitioner’s handbook

This book starts from the premise that there is a lot we can all do to increase the benefits of research. Let’s consider the main limitations of research that is not carried out and shared in an open, transparent, and reproducible way: If papers …

Opening open science to all: Demystifying reproducibility and transparency practices in linguistic research

In recent years, numerous fields of research have seen a push for increased reproducibility and transparency practices. As a result, specific transparency practices have emerged, such as open access publishing, preregistration, sharing data, …

ORCC UKRN Primer on Working in Open Research

This is an introductory guide for those working and considering working in the area of open research. It was drafted by members of the Open Research Competencies Coalition. There are many resources available on the topic of open research either aimed …