Yes, not only in Italy, but in most other places. This article explains well how deaths (or hospitalizations) are correlated to actual infections (most of which go unnoticed), and also why reduction of social interaction is effective but its effects take a while to show:

https://medium.com/@tomaspueyo/coronavirus-act-today-or-peop...