She had an album that underperformed and now her tour is underperforming as the ticket sales have been very lackluster & therefore they are losing money at each venue. It will most likely be cheaper to cancel the tour than play to half empty stadiums. And it’s less embarrassing (and more sympathetic) to cancel due to illness, rather than be perceived as a former superstar who can now no longer fill stadiums and plays to empty seats.