Since the z value exceeds 1.96 the null hypothesis of no rank correlation in scores is rejected by the data. The prob-value is about 0.0174. In other words, we reject the null hypothesis that a population with a zero rank order correlation coefficient generated the sample data observed here since the prob-value is smaller than the prob-value of 0.05, which is the significance level we are using here.