Several factors can contribute to chronic pancreatitis in children, including genetic mutations (such as PRSS1, SPINK1, and CFTR), autoimmune diseases, recurrent acute pancreatitis, and metabolic disorders like hypercalcemia or hyperlipidemia. In some cases, the cause remains idiopathic.