You must NOT unsee the possibility of a reverse relationship! Otherwise, you might be like number 2. Or two-way causation.
Obvious e.g.
Fake: Sleeping longer
causes sickness
Real: Sick people sleep longer.
1:
Doomscrolling causes mental health
issues
Real?: Mental health: demotivated people doomscroll
2:
Fake: AI makes people
stupid (IMO it's actually GOOD for studying, info, a lot)
Real?: stupid people may use AI for literally everything