The Chi-Square Test: Often Used and More Often Misinterpreted
Franke, T. M., Ho, T., & Christie, C. A. (2011). The Chi-Square Test. American Journal of Evaluation, 33(3), 448–458. https://doi.org/10.1177/1098214011426594
This paper attempts to clarify any confusion about the uses and interpretations of the family of chi-square tests developed by Pearson, focusing primarily on the chi-square tests of independence and homogeneity of variance (identity of distributions).