Reproducibility

Licensing your research

Join us for a 30 minute guest webinar by Brandon Butler, Director of Information Policy at the University of Virginia. This webinar will introduce questions to think about when picking a license for your research. You can signal which license you …

Local Grassroots Networks Engaging Open Science in Their Communities

This recorded webinar features insights from international panelists currently nurturing culture change in research among their local communities.Representat...

Materials for the Webinar "Helping Science Succeed: The Librarian’s Role in Addressing the Reproducibility Crisis"

Headlines and scholarly publications portray a crisis in biomedical and health sciences. In this webinar, you will learn what the crisis is and the vital role of librarians in addressing it. You will see how you can directly and immediately support …

Meeting the Requirements of Funders Around Open Science: Open Resources and Processes for Education

Expectations by funders for transparent and reproducible methods are on the rise. This session covers expectations for preregistration, data sharing, and open access results of three key funders of education research including the Institute of …

Meta-assessment of bias in science

Numerous biases are believed to affect the scientific literature, but their actual prevalence across disciplines is unknown. To gain a comprehensive picture of the potential imprint of bias in science, we probed for the most commonly postulated …

NIGMS Clearinghouse for Training Modules to Enhance Data Reproducibility

In January 2014, NIH launched a series of initiatives to enhance rigor and reproducibility in research. As a part of this initiative, NIGMS, along with nine other NIH institutes and centers, issued a funding opportunity announcement (FOA) …

On the reproducibility of science: unique identification of research resources in the biomedical literature

Scientific reproducibility has been at the forefront of many news stories and there exist numerous initiatives to help address this problem. We posit that a contributor is simply a lack of specificity that is required to enable adequate research …

Open + Reproducible Research Workshop

Topics covered: Understanding reproducible research Setting up a reproducible project Understanding power Preregistering your study Keeping track of things Containing bias Sharing your work

Open Science 2.0: Towards a truly collaborative research ecosystem

Conversations about open science have reached the mainstream, yet many open science practices such as data sharing remain uncommon. Our efforts towards openness therefore need to increase in scale and aim for a more ambitious target. We need an …

Open science challenges, benefits and tips in early career and beyond

The movement towards open science is a consequence of seemingly pervasive failures to replicate previous research. This transition comes with great benefits but also significant challenges that are likely to affect those who carry out the research, …