Children’s Health Insurance Program (CHIP) CHIP is a program that provides comprehensive health care coverage to children only, under the age of 19 in most states. CHIP recipients are not poor enough for Medicaid but cannot afford private insurance. As with Medicaid, eligibility requirements vary from state to state. Dec 8, 2021