Insurance program jointly funded by state and federal government. Child Health Plan Plus (CHP+) is low cost health and dental insurance for Colorado’s uninsured children and pregnant women. CHP+ is public health insurance for children and pregnant women who earn too much to qualify for Health First Colorado (Colorado’s Medicaid program), but not enough to afford private health insurance. Colorado’s Child Health Plan Plus (CHP+) program is administered by the Department of Health Care Policy and Financing. If you or your child qualify for CHP+, you may have to pay an annual enrollment fee.