Abstract: Evaluating readability is important when determining the dimensionality of an assessment, especialyl when one dimension has disproportionally lengthy stimuli (e.g., charts, tables, narratives, etc.). The current study explores multiple methods for determining the contributions (and lack thereof) of readability in detecting an artificial dimension in innovative items.