Positive predictive value is the probability that individuals with a positive screening test truly have the disease. It is calculated using the formula: PPV = (True Positives) / (True Positives + False Positives) This measure is essential for understanding the effectiveness of a cancer screening test, as it indicates how likely a positive result is to reflect an actual case of cancer.