COLUMBIA, S.C.—Ghulam Mustafa was back at his jewelry stand at a shopping mall for the first time in weeks. Many of the stores around him remained closed, and few shoppers walked the halls.

As states start to loosen stay-at-home orders, businesses such as Mr. Mustafa’s are slowly coming out of hibernation. Economic activity, however, isn’t.

“I…

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