Each of the marginal multinomials of an rxc contingency table is dichotomized in all possible ways, and the resulting different bivariate binomial distributions are considered. K. Pearson's usual chi-squared criterion for testing independence between the two marginal variables is then viewed as a test for zero correlation in all the resulting bivariate binomial distributions. An alternative test criterion for zero bivariate binomial correlation is considered and compared with Pearson's chi-squared criterion.