It’s time to confront an awful possibility about the lockdowns in which many of the world’s economies now find themselves: The experts might have been right the first time.

“The first time” was not so long ago—February to mid-March—when official opinion on how best to grapple with the new coronavirus pandemic was very different. The distinguishing characteristic was modesty.

The...