Suppose I have 2 by 2 contingency table. I performed Pearson's chi-squared test for independence and the results are significant. Does that mean the odds ratio that I calculated based on the 2 by 2 table is also significantly different from 1? I would say not necessarily since they are based on different kind of statistical test even though there is overlap in hypothesis. Please advise.