I suspect that your Rose of Sharon is suffering from one of several leaf spot diseases. Once infected, the leaves will fall off. Fungal leaf spot disease is usually preventable with foliar applications 2-3 times per season, perhaps more where you are. Consider contacting your local extension office for a more focused answer and treatment.