The parathyroid glands are four tiny glands located within the thyroid gland in the neck. They produce parathyroid hormone, which helps control the amount of calcium in the blood. If your parathyroid gland is too big (enlarged), it can cause your body to produce too much parathyroid hormone (hyperparathyroidism).