Hormonal imbalances are a common cause of unexplained weight changes in women. Conditions like Polycystic Ovary Syndrome (PCOS) can lead to weight gain due to insulin resistance and higher levels of androgens. Conversely, hyperthyroidism can cause weight loss due to an overactive thyroid gland increasing metabolism, while hypothyroidism can lead to weight gain due to a slowed metabolism.