The Yates correction is often recommended as a means of improving the chi-s
quared approximation to the Pearson goodness-of-fit statistic in 2 x 2 tabl
es. This article demonstrates that it is also needed for some conditional i
ndependence models in multiway tables containing two dichotomies. The assum
ptions of the Mantel-Haenszel test are discussed.