Interest rates have an inverse relationship with gold prices. When interest rates rise, the opportunity cost of holding non-yielding assets like gold increases, leading to potential decreases in gold prices. On the flip side, lower interest rates can make gold more appealing, as the opportunity cost of holding it decreases.