Statistical reliability refers to the consistency and stability of a measurement or test over time, ensuring that repeated applications under similar conditions yield similar results. It is crucial for validating the dependability of data used in research and decision-making, impacting the credibility and accuracy of conclusions drawn from statistical analyses.