We introduce a shiny web application to facilitate the construction of Item Factor Analysis (a.k.a. Item Response Theory) models using the OpenMx package. The web application assists with importing data, outcome recoding, and model specification. However, the app does not conduct any analysis but, rather, generates an analysis script. Generated Rmarkdown output serves dual purposes: to analyze a data set and demonstrate good programming practices. The app can be used as a teaching tool or as a starting point for custom analysis scripts.
OpenMx, shiny, Rmarkdown, ifaTools, rpf
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For attribution, please cite this work as
Pritikin & Schmidt, "Model Builder for Item Factor Analysis with OpenMx", The R Journal, 2016
BibTeX citation
@article{RJ-2016-013,
author = {Pritikin, Joshua N. and Schmidt, Karen M.},
title = {Model Builder for Item Factor Analysis with OpenMx},
journal = {The R Journal},
year = {2016},
note = {https://doi.org/10.32614/RJ-2016-013},
doi = {10.32614/RJ-2016-013},
volume = {8},
issue = {1},
issn = {2073-4859},
pages = {182-203}
}