Medicaid, the state-federal health insurance program for people with low incomes or disabilities, touches millions of Americans and has become deeply woven into the U.S. health care system.

Stein and his Health secretary, Dr. Devdutta Sangvai, said the proposal could reduce health care access for more than 3 ...