It’s marginal but the study addresses this, it says essentially it’s impossible to tell if the participants are telling the truth about deactivation, as well as if they are supplementing their Facebook time with other platforms.

For example, if you deactivate Facebook but still doom scroll the NY Times et al homepages. Your happiness wouldn’t necessarily change because almost ALL media has adopted the addictive techniques of social media.