Main content
MetaLab: Paving the way for easy-to-use, dynamic, crowdsourced meta-analyses /
Promoting replicability in developmental research through meta-analyses: Insights from language acquisition research
Date created: | Last Updated:
: DOI | ARK
Creating DOI. Please wait...
Category: Uncategorized
Description: Previous work suggests key factors for replicability, a necessary feature for theory building, include statistical power and appropriate research planning. These factors are examined by analyzing a collection of 12 standardized meta-analyses on language development between birth and 5 years. With a median effect size of Cohen's d = 0.45 and typical sample size of 18 participants, most research is underpowered (range: 6%-99%; median 44%); and calculating power based on seminal publications is not a suitable strategy. Method choice can be improved, as shown in analyses on exclusion rates and effect size as a function of method. The article ends with a discussion on how to increase replicability in both language acquisition studies specifically and developmental research more generally.
Add important information, links, or images here to describe your project.
Files
Files can now be accessed and managed under the Files tab.
Citation
Components
Reproducible Manuscript
These scripts allow reproduction of the paper named like the project. Please see wiki for explanation of files and instructions for re-use.
Recent Activity
Start managing your projects on the OSF today.
Free and easy to use, the Open Science Framework supports the entire research lifecycle: planning, execution, reporting, archiving, and discovery.