The Glucose Fasting Test is a critical diagnostic tool used to determine the level of glucose in the blood after an 8-10 hour fast. This test helps in diagnosing diabetes and pre-diabetes and is essential for monitoring blood sugar levels in individuals undergoing treatment for diabetes.