Examples¶

Here we include a number of examples of the different open science practices outlined in this guide.

Inhibition-induced devaluation (Patrick Bissett et al.)

An example of a complete Python-based workflow for analyzing a cognitive psychology dataset
Open science compoments: Code Sharing, Data Sharing, Reproducible Analysis
Code and data: Github

Still suspicious: The suspicious coincidence effect revisited (Molly Lewis & Michael C. Frank)

An example of a set of pre-registered developmental psychology studies.
Open science compoments: Pre-registration, Code Sharing, Data Sharing, Reproducible Manuscript
Pre-registration: Open Science Framework
Code and data: Github

Neuroimaging Analysis Replication and Prediction Study (Botvinik-Nezer et al.)

An example of a fully reproducible and automated neuroimaging analysis workflow using continuous integration
Open science components: Pre-registration, Code Sharing, Data Sharing, Reprodudible Analysis
Pre-registration (prediction market component): Open Science Framework
Code: Github and Zenodo
Data: OpenNeuro, Zenodo (primary data) and Zenodo (analysis outputs)

Basic Skills for Reproducible Research