Resources

In this page, we describe easy ways to adopt principled teaching and mentoring practices. That is, (a) integrating open and reproducible science tenets into your teaching workflow; (b) striving to teach science (or scholarship) as a process of …

Open science practices have the potential to greatly accelerate progress in scientific research if widely adopted, but individual action may not be enough to...

Performing high-quality research is a challenging endeavor, especially for early career researchers (ECRs). Most research is characterized by an experiential learning approach, which can be time-consuming, error-prone, and frustrating. While most …

The demand for open data and open science is on the rise, fueled by expectations from the scientific community, calls to increase transparency and reproducibility in research findings, and developments such as the Final Data Management and Sharing …

Not all people conform to what is socially construed as the norm and divergences should be expected. Neurodiversity is fundamental to the understanding of human behaviour and cognition. However, neurodivergent individuals are often stigmatised, …

Peer review is a core component of scientific progression. Although peer review ideally improves research and promotes rigor, it also has consequences for what types of research are published and cited, and who wants to (and is able to) advance in …

In order to teach Open and Reproducible Science effectively, educators need to make sense of almost a decade of literature, across several fields, and be informed about ongoing (and often dynamic) debates. This is a tall ask for most educators. So …

In order to reduce barriers to entry and understanding, we present a Glossary of terms relating to open scholarship. We aim that the glossary will help clarify terminologies, including where terms are used differently/interchangeably or where terms …

Puberty is a phase in which individuals often test the boundaries of themselves and surrounding others and further define their identity – and thus their uniqueness compared to other individuals. Similarly, as Computational Social Science (CSS) grows …

The number of papers presenting machine learning (ML) models that are being submitted to and published in the Journal of Medical Internet Research and other JMIR Publications journals has steadily increased. Editors and peer reviewers involved in the …