Resources

 

We have an amazing team who curated many resources for the community.

Can You Trust the Data from Your Wearable? A Critical Evaluation of Heart Rate and HRV Accuracy

This study critically evaluated four wearable devices for their accuracy in measuring heart rate (HR) and heart rate variability (HRV) against a gold-standard monitor. Surprisingly, even a widely used research-grade device did not outperform consumer …

Studying the association between loneliness and support for populist radical right using state-of-the art open science practices

This study investigates the relationship between loneliness and support for populist radical right (PRR) parties. Drawing on data from over 40,000 individuals across nine European countries, the researchers conducted 25 preregistered analyses and …

The Corpus of Language Discrimination in Interaction

The Corpus of Language Discrimination in Interaction (CLDI) is an open-access, transcribed video corpus capturing real-life instances of language-based discrimination in public spaces. Compiled from citizen recordings and security footage, it …

OpenMReye: camera-free magnetic resonance-based eye tracking for research and clinical applications

OpenMReye is an open-source toolset that enables eye tracking directly from MRI signals, eliminating the need for expensive MR-compatible camera systems. By using computational methods instead of hardware, it dramatically reduces costs, works on …

A reading list for the Replicability Crisis

This is a partial reading list meant to be shared with those just learning about the replication crisis. Entries will be added over time.

Open Source Research Methods for the Social Sciences (osRMss)

Welcome! This website has all the materials I use for teaching research methods within the Psychology major at Pitt. I don't use a textbook. I'm making the entire course materials public, and calling this project Open Source Research Methods for the …

Faculty of Science Course Syllabus

This seminar class will focus on the theme of Reproducibility in Social Psychology. We will discuss issues surrounding open science as well as the “replication crisis” in social psychology.

Game-Based Approaches for Research Skills Training and Researcher Development: A Survey of Attitudes and Acceptance in Higher Education

Research skills training is both crucial and ubiquitous in Higher Education (HE), however there are a range of pedagogical challenges in effectively delivering research capabilities and learning outcomes. The move towards constructivism, including …

FORRT’s Open and Reproducible Science Syllabus

To provide educators with an example of how they can draw resources from FORRT’s educational nexus to integrate open scholarship into their teaching, FORRT has developed an Open and Reproducible Science 101 syllabus.

Symposium "Qualitative Open Science: Challenges, Opportunities, Tensions, and Synergies"

The Qualitative Open Science symposium, organised on the 28th of March 2025 at the Vrije Universiteit Amsterdam featured plenaries and workshops dedicated to a wide range of qualitative OS topics with the aim of facilitating knowledge exchange and …
JUST-OS