Similar to previous studies (François and Fairon, 2012;Dascalu et al., 2013), we found a large effect for this predictor, which completely vanished once word frequency and sentence length were controlled for.
semi-partial correlation will help determine whether our variables contribute to text readability prediction with additional information besides sentence length and word frequency.