There has been a consistent decline since July, officials said, when nearly 886,000 people were enrolled with CalOptima, which serves about one-third of the county’s population.

Carmen Basu, bundled in a red jacket and woolly scarf, stood outside the headquarters of her local health plan in Orange one morning after picking up free groceries. She brought her husband, teenage ...