Resources

 

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

Update on Trial Registration 11 Years after the ICMJE Policy Was Established

Laws and policies to establish a global trial reporting system have greatly increased the transparency and accountability of the clinical research enterprise. The three components of the trial reporting system are trial registration, reporting of …

US project seeks standard way to communicate research retractions

Retracted papers continue to be cited because notices are unclear and hard to spot. Information scientist Jodi Schneider explains how consistent reporting would help to keep researchers in the loop.

Use of the Journal Impact Factor in academic review, promotion, and tenure evaluations

The Journal Impact Factor (JIF) was originally designed to aid libraries in deciding which journals to index and purchase for their collections. Over the past few decades, however, it has become a relied upon metric used to evaluate research articles …

Using artificial intelligence to create diverse and inclusive medical case vignettes for education

Introduction Medical case vignettes play a crucial role in medical education, yet they often fail to authentically represent diverse patients. Moreover, these vignettes tend to oversimplify the complex relationship between patient characteristics and …

Using OSF to Share Data: A Step-by-Step Guide

Sharing data, materials, and analysis scripts with reviewers and readers is valued in psychological science. To facilitate this sharing, files should be stored in a stable location, referenced with unique identifiers, and cited in published work …

Using Pre-Analysis Plans in Qualitative Research

In the last decade, there has been a significant push for greater transparency in the social sciences. For example, epistemological and methodological debates have addressed the scope, meaning, and appropriateness of research transparency, and …

Using prediction markets to estimate the reproducibility of scientific research

Concerns about a lack of reproducibility of statistically significant results have recently been raised in many fields, and it has been argued that this lack comes at substantial economic costs. We here report the results from prediction markets set …

Using R and lme/lmer to fit different two- and three- level longitudinal models

I often get asked how to fit different multilevel models (or individual growth models, hierarchical linear models or linear mixed-models, etc.) in R. In this guide I have compiled some of the more common and/or useful models (at least common in …

Using science and psychology to improve the dissemination and evaluation of scientific work

Here I outline some of what science can tell us about the problems in psychological publishing and how to best address those problems. First, the motivation behind questionable research practices is examined (the desire to get ahead or, at least, not …

Using the 'Transparency Checklist Guidelines' as an Educational tool

As an educational tool, the Checklist can be used to teach and improve the standards of transparency and credibility in research reports made by students. The aim is that students are embedded in transparent and open practices from the beginning of …
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