Is it the challenge or risk that is addictive in gambling?

Fear of loss. Great question. Nobel prize winning research shows that it's the fear of loss. Sounds contradictory, right? What happens is that losing some, people won't accept the loss and keep going to make up their losses. As gambling is by design a losing game (winning for house and zero sum), losses run and worsen the cycle.