Testosterone deficiency can cause a woman's clitoris to shrink. Even though a woman secretes far less testosterone than does a man, a small amount of testosterone is essential for a woman to maintain libido and to maintain the size of the erectile tissue. Talk to your doctor about testosterone replacement therapy for a woman.