The reason for this analysis had been put forward by Boyer (1992) who said "it is conceivable that there are relations between the surface features of the text measured by [classic] readability formula and text characteristics of higher level".
semi-partial correlation will help determine whether our variables contribute to text readability prediction with additional information besides sentence length and word frequency.