Reproducibility

Plotting and Programming in Python

This lesson is part of Software Carpentry workshops and teach an introduction to plotting and programming using python. This lesson is an introduction to programming in Python for people with little or no previous programming experience. It uses …

Pre-registration of mathematical models

Pre-registration is a research practice where a protocol is deposited in a repository before a scientific project is performed. The protocol may be publicly visible immediately upon deposition or it may remain hidden until the work is …

Preparing code and data for computationally reproducible collaboration and publication: a hands-on workshop

Computational analyses are playing an increasingly central role in research. Journals, funders, and researchers are calling for published research to include associated data and code. However, many involved in research have not received training in …

Preregistration and Registered Reports in Sociology: Strengths, Weaknesses, and Other Considerations

Both within and outside of sociology, there are conversations about methods to reduce error and improve research quality—one such method is preregistration and its counterpart, registered reports. Preregistration is the process of detailing research …

Preregistration and reproducibility

Many view preregistration as a promising way to improve research credibility. However, scholars have argued that using pre-analysis plans in Experimental Economics has limited benefits. This paper argues that preregistration of studies is likely to …

Preregistration in Complex Contexts: A Preregistration Template for the Application of Cognitive Models

In recent years, open science practices have become increasingly popular in psychology and related sciences. These practices aim to increase rigour and transparency in science as a potential response to the challenges posed by the replication crisis. …

Preregistration in diverse contexts: A preregistration template for the application of cognitive models

In recent years, open science practices have become increasingly popular in psychology and related sciences. These practices aim to increase rigour and transparency in science as a potential response to the challenges posed by the replication crisis. …

Preregistration Overview page

What is Preregistration? When you preregister your research, you're simply specifying your research plan in advance of your study and submitting it to a registry. Preregistration separates hypothesis-generating (exploratory) from hypothesis-testing …

Preregistration: Improve Research Rigor, Reduce Bias

In this webinar Professor Brian Nosek, Executive Director of the Center for Open Science (https://cos.io), outlines the practice of Preregistration and how it can aid in increasing the rigor and reproducibility of research. The webinar is co-hosted …

Presentations Given by Center for Open Science

A collection of slides for virtually all presentations given by Center for Open Science staff since its founding in 2013.