Data

Assessing data availability and research reproducibility in hydrology and water resources

There is broad interest to improve the reproducibility of published research. We developed a survey tool to assess the availability of digital research artifacts published alongside peer-reviewed journal articles (e.g. data, models, code, directions …

Automation and Make

A Software Carpentry lesson to learn how to use Make Make is a tool which can run commands to read files, process these files in some way, and write out the processed files. For example, in software development, Make is used to compile source code …

Awesome Open Science Resources

Scientific data and tools should, as much as possible, be free as in beer and free as in freedom. The vast majority of science today is paid for by taxpayer-funded grants; at the same time, the incredible successes of science are strong evidence for …

Badges for sharing data and code at Biostatistics: an observational study

Background: The reproducibility policy at the journal Biostatistics rewards articles with badges for data and code sharing. This study investigates the effect of badges at increasing reproducible research. Methods: The setting of this observational …

Bayesian inference for psychology. Part II: Example applications with JASP

Bayesian hypothesis testing presents an attractive alternative to p value hypothesis testing. Part I of this series outlined several advantages of Bayesian hypothesis testing, including the ability to quantify evidence and the ability to monitor and …

Being a Reviewer or Editor for Registered Reports

Experienced Registered Reports editors and reviewers come together to discuss the format and best practices for handling submissions. The panelists also share insights into what editors are looking for from reviewers as well as practical guidelines …

Carpentries Instructor Training

A two-day introduction to modern evidence-based teaching practices, built and maintained by the Carpentry community.

Choice of analysis pathway dramatically affects statistical outcomes in breaking continuous flash suppression

Breaking Continuous Flash Suppression (bCFS) has been adopted as an appealing means to study human visual awareness, but the literature is beclouded by inconsistent and contradictory results. Although previous reviews have focused chiefly on design …

Citing and Being Cited: Data & Code Edition

Introduction to citations as a presentation. Citing data and code as well as getting citations for data and code.

COMPare: a prospective cohort study correcting and monitoring 58 misreported trials in real time

Discrepancies between pre-specified and reported outcomes are an important source of bias in trials. Despite legislation, guidelines and public commitments on correct reporting from journals, outcome misreporting continues to be prevalent. We aimed …