The hemoglobin A1c (HbA1c) blood test measures average blood glucose levels over the prior 2-3 months by assessing the percentage of glycated hemoglobin. It serves as a long-term indicator for blood glucose control, playing a vital role in diabetes monitoring and management by preventing complications from prolonged high blood sugar levels.