The word "调皮" is formed by combining the character "调", which in this context carries the sense of provoking or stirring up, with "皮", meaning skin or superficially, and here implying naughtiness; together they create a compound where the literal notion of stirring up surface-level trouble conveys the meaning of being mischievous or playful.