Research Data Management Tools

Reproducibility for Everyone

Reproducibility for Everyone produces resources to help grow researchers' awareness of and ability to do reproducible research.

Reproducibility Immersive Course

Various fields in the natural and social sciences face a ‘crisis of confidence’. Broadly, this crisis amounts to a pervasiveness of non-reproducible results in the published literature. For example, in the field of biomedicine, Amgen published …

Reproducibility, Preservation, and Access to Research with ReproZip and ReproServer

The adoption of reproducibility remains low, despite incentives becoming increasingly common in different domains, conferences, and journals. The truth is, reproducibility is technically difficult to achieve due to the complexities of computational …

Research Project Management Using the Open Science Framework

An introduction to managing, annotating, organizing, archiving, and publishing research data using the Open Science Framework.

Social Science Workshop Overview

Workshop overview for the Data Carpentry Social Sciences curriculum. Data Carpentry’s aim is to teach researchers basic concepts, skills, and tools for working with data so that they can get more done in less time, and with less pain. This workshop …

Statistics with JASP and the Open Science Framework

This webinar will introduce the integration of JASP Statistical Software (https://jasp-stats.org/) with the Open Science Framework (OSF; https://osf.io). The OSF is a free, open source web application built to help researchers manage their workflows. …

The Unix Shell

Software Carpentry lesson on how to use the shell to navigate the filesystem and write simple loops and scripts. The Unix shell has been around longer than most of its users have been alive. It has survived so long because it's a power tool that …

The What, Why, and How of Preregistration

More researchers are preregistering their studies as a way to combat publication bias and improve the credibility of research findings. Preregistration is at its core designed to distinguish between confirmatory and exploratory results. Both are …

Trainer Space for the Introduction to Open and Reproducible Research Workshop

Central location housing curriculum materials and planning tools for trainers of the COS Introduction to Open and Reproducible Research workshop.

Version control with the OSF

This webinar will introduce the concept of version control and the version control features that are built into the Open Science Framework (OSF; https://osf.io). The OSF is a free, open source web application built to help researchers manage their …