Resources

 

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

Open, rigorous and reproducible research: A practitioner’s handbook

This book starts from the premise that there is a lot we can all do to increase the benefits of research. Let’s consider the main limitations of research that is not carried out and shared in an open, transparent, and reproducible way: If papers …

A survey on how preregistration affects the research workflow: better science but more work

The preregistration of research protocols and analysis plans is a main reform innovation to counteract confirmation bias in the social and behavioural sciences. While theoretical reasons to preregister are frequently discussed in the literature, the …

Bringing the (pre)registration revolution to graduate training

Preregistration, which involves documentation of hypotheses, methods, and plans for data analysis prior to data collection or analysis, has been lauded as 1 potential solution to the replication crisis in psychological science. Yet, many researchers …

Comparing Analysis Blinding With Preregistration in the Many-Analysts Religion Project

In psychology, preregistration is the most widely used method to ensure the confirmatory status of analyses. However, the method has disadvantages: Not only is it perceived as effortful and time-consuming, but reasonable deviations from the analysis …

Comparison of Preregistration Platforms

Preregistration forces researchers to front-load a lot of decision-making to an early stage of a project. Choosing which preregistration platform to use is one of those early decisions, and because a preregistration cannot be moved, that choice is …

Curtailing the Use of Preregistration: A Misused Term

Improving the usability of psychological research has been encouraged through practices such as prospectively registering research plans. Registering research aligns with the open-science movement, as the registration of research protocols in …

Declaration of common standards for the preregistration of animal research—speeding up the scientific progress

Preregistration of studies is a recognized tool in clinical research to improve the quality and reporting of all gained results. In preclinical research, preregistration could boost the translation of published results into clinical breakthroughs. …

Designing for Preregistration: A User-Centered Perspective

The replication crisis---a failure to replicate foundational studies---has sparked a conversation in psychology, HCI, and beyond about scientific reliability. To address the crisis, researchers increasingly adopt preregistration: the practice of …

Discrepancy review: A feasibility study of a novel peer review intervention to reduce undisclosed discrepancies between registrations and publications

Undisclosed discrepancies often exist between study registrations and their associated publications. Discrepancies can increase risk of bias, and when undisclosed, they disguise this increased risk of bias from readers. To remedy this issue, we …

How to classify, detect, and manage univariate and multivariate outliers, with emphasis on pre-registration

Researchers often lack knowledge about how to deal with outliers when analyzing their data. Even more frequently, researchers do not pre-specify how they plan to manage outliers. In this paper we aim to improve research practices by outlining what …
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