I can recall only two books I've read in which the pandemic was an important element of the story, both of them suspense novels. In 56 Days by Catherine Ryan Howard, a newly dating couple move in together just as covid hits; one of them ends up dead. Carol Goodman's The Disinvited Guest is set ten years after covid, with a group of people isolating on an island during a new pandemic.
I don't feel one way or another about whether covid is included in a novel unless the story is specifically set in 2020-21, with other historical reference points. Which isn't common in most of the suspense books I read.
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