Statistical significance indicates the likelihood that an observed result is not due to random chance, helping researchers assess the reliability of their findings beyond mere Probability. A result is typically deemed significant if it passes a pre-defined Hypothesis Test, suggesting a real effect rather than a fluke in the data.