In reply to Rajaram.

I assume you mean the z statistic that corresponds to the null hypothesis that the variables are independent. In PROC CORR, the two-sided p-value for the null hypothesis is displayed under the tau-b value. In the example, the two-sided p-value is 0.124. The z statistic for that probability is
z = quantile("Normal", p/2) = 1.538.