a way of how to approach your question is given in the following publication:
"Assessing the Validity of Emotional Intelligence Measures" authors Christopher T. H. Miners Christopher T. H. Miners Stephen J. R. Smith School of Business, Queen’s University, Canada
see Article Assessing the Validity of Emotional Intelligence Measures