Open Data and Materials

 

How to Test AI Research Tools: A Repeatability Worksheet and Worked Example

A free teaching activity for evaluating AI literature-search assistants through repeated use rather than one polished response. Learners run the same scholarly-search task three times, preserve visible sources, log test conditions and access …

Open Lab

The Open Lab platform empowers researchers to collect rich datasets by combining lab.js tasks with Open Lab's own study-building logic and participant-management system: lab.js provides the interactive tasks and surveys, while Open Lab adds the study …

SMAAT

SMAAT (Sensor-based Mobile Application for Assessment and Tracking) lets you design studies, schedule experience sampling, and collect encrypted survey and sensor data from iOS and Android participants — with real-time compliance dashboards, …

Open Science Sprint Content

This website offers an open science curriculum that was created by a global community of practitioners and scholars. It offers resources for teaching and studying open science techniques and was created as a part of the NASA Transform to Open Science …

Transform to Open Science

The United States government defines open science as “the principle and practice of making research products and processes available to all, while respecting diverse cultures, maintaining security and privacy, and fostering collaborations, …

DES RAP Book: Reproducible Discrete-Event Simulation in Python and R

Step-by-step guide for building Python and R simulation models as part of a reproducible analytical pipeline (RAP).

Estimating the Unobserved: Hierarchical Bayesian Estimation of Evidence Accumulation Models with Missing or Contaminant Data

This student project involved creating likelihood functions for the Bayesian estimation of cognitive parameters behind choices and response times in R, for the R package EMC2 of the Amsterdam Mathematical Psychology Lab. Particularly, the likelihood …

ShareStats - The open statistics assessment itembank

ShareStats is the world’s largest public repository of open-source statistics assessment items, developed to support high-quality, data-informed education. This collaborative initiative brings together multiple Dutch universities and universities of …

Transdisciplinary Global Health Challenge (TGHC) - a transdisciplinary community engagement project to foster Open Science practices with marginalized communities

The Transdisciplinary Global Health Challenge (TGHC) is an educational module, implemented within the Global Health minor programme at the Vrije Universiteit Amsterdam. In this module, students from diverse disciplinary backgrounds work together with …

Turtle and Hare Workshops: Exchanging software skills from beginner to experienced

Scientific findings often hinge on a single, opaque set of analytical decisions, obscuring how alternative approaches might affect results. The Journal of Robustness Reports (JRR) directly tackles this issue. As a new Diamond Open Access journal, it …
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