When you see Joey Fatone rocking his body to “Everybody (Backstreet’s Back)” in the hit Broadway musical “& Juliet,” you might think that you have been transported to an alternate boy-band universe.

Hugh McIntyre covers music, with a focus on the global charts. The Backstreet Boys are responsible for some of the catchiest songs in pop history, and that’s doubly true when looking only at ...