Gynecological abscesses are often caused by bacterial infections. Common bacteria responsible include Staphylococcus aureus, Escherichia coli, and various anaerobes. Risk factors include poor hygiene, sexually transmitted infections (STIs), and underlying medical conditions like diabetes.