The U.S. personal savings rate has declined sharply in recent years, but not because frugality is a forgotten virtue.

The biggest culprit is the rising cost of medical care, according to a study by economists at the Federal Reserve Bank of Boston, with higher financial services expenses also playing a major role.

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