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A p-value of 0.05 tells us that if we were conduct the test, there would be a 5% chance that the null hypothesis stands. It is a measure of helping us prevent a type II error, or falsely rejecting the null hypothesis. Assuming that you meant that the "observed results" is a part of the null hypothesis (Ha), then yes, it is correct to say that p-values of less than 5 percent tell us that the observed results are due to chance variation.

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