Login / Signup

Challenges and opportunities in preregistration of coordinated data analysis: A tutorial and template.

Emily C WillrothEileen K GrahamDaniel K Mroczek
Published in: Psychology and aging (2021)
The credibility revolution in social science has led to the recommendation and adoption of practices to increase the replicability of scientific findings. Many of the recommended practices, such as replication and preregistration, present unique challenges for aging research given its reliance on long-term longitudinal data. In this tutorial, we propose preregistered coordinated data analysis as a promising approach that involves both replication and preregistration, but that overcomes the aforementioned challenges by using existing data. We discuss the benefits of preregistering coordinated data analysis and provide an add-on template to be used in conjunction with existing preregistration templates for preregistering coordinated data analysis. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Keyphrases
  • data analysis
  • healthcare
  • primary care
  • electronic health record
  • molecularly imprinted
  • mental health
  • emergency department
  • machine learning
  • big data