The state’s largest commercial health insurers posted lower third-quarter financial results Thursday, with most blaming an increase in claims for medical care after a two-year period during which many people went to the doctor less often because of the economy.

Earnings dropped sharply at Fallon Community Health Plan, Harvard Pilgrim Health Care, and Blue Cross Blue Shield of Massachusetts, and more modestly at Tufts Health Plan.