Preregistration

Preregistration of Epidemiology Protocols (Response)

There must be something wrong when a professor of epidemiology includes the following statement in the concluding remarks of a commentary he has written: “Whether observational epidemiology has, on balance, contributed more to the good of public …

Preregistration of Epidemiology Protocols: A Commentary in Support

It has been proposed that observational epidemiology protocols, just like those for randomized controlled trials (RCTs), should be preregistered. Unlike the editors of the Lancet and BMJ who have endorsed the proposal, the Epidemiology editors and 5 …

Preregistration of exploratory research: Learning from the golden age of discovery

Preregistration of study protocols and, in particular, Registered Reports are novel publishing formats that are currently gaining substantial traction. Besides rating the research question and soundness of methodology over outstanding significance of …

Preregistration of Information Systems Research

In this paper, we introduce the preregistration concept for experiments in the information systems (IS) discipline. Preregistration constitutes a way to commit to analytic steps before collecting or observing data and, thus, mitigate any biases …

Preregistration of Machine Learning Research

It is interesting to note that human intelligence thrives on what Peirce called abductive inferences (Peirce and Turrisi 1997, 241-56), which are neither inductive nor deductive. Abductive inferencing basically entails an informed guess as to the …

Preregistration of Modeling Exercises May Not Be Useful

This is a commentary on Lee et al.’s (2019) article encouraging preregistration of model development, fitting, and evaluation. While we are in general agreement with Lee et al.’s characterization of the modeling process, we disagree on whether …

Preregistration of Randomized Controlled Trials

Randomized controlled trials (RCTs) are designed to answer causal questions with internal validity. However, threats to internal validity exist for even well-designed RCTs. In this article, we focus on how preregistration can help address some …

Preregistration of secondary data analysis: A template and tutorial

Preregistration has been lauded as one of the solutions to the so-called ‘crisis of confidence’ in the social sciences and has therefore gained popularity in recent years. However, the current guidelines for preregistration have been developed …

Preregistration of Studies with Existing Data

Preregistration of research plans is becoming an increasingly popular and common tool to enhance the transparency of a study’s methodology. In a preregistration, researchers document their research plans and register them to a public repository prior …

Preregistration of Study Protocols Is Unlikely to Improve the Yield From Our Science, But Other Strategies Might

A recent workshop focused on the idea that protocols for nonrandomized studies should be registered in advance of their conduct. In reviewing the workshop report and publications citing it, I note a number of unfounded assumptions and little …