The kids just see it as a fun 2 hour playdate with lots of friends in an interesting setting with dessert. It's the same friends they see at school, sports, etc. so it's their time to have some less structured play time, which - not sure if you've heard - is in rare supply for many children these days.
When I was a kid, even at this age, I was roaming all over town on a bike with my friends, I basically had the Stranger Things childhood experience, and I feel very confident there was a lot more to fear in that timeline of childhood.
Excessive partying can foster a mindset in children that equates fun with extravagance rather than simple enjoyment.
Frequent extravagant parties can foster a mindset in children that equates fun with material possessions and lavish events, rather than personal connections and shared experiences.
There's nothing lavish about these events unless you seem to think so. A $20/day trampoline park is not lavish. A 2 hour arcade card at D&B is not lavish. I don't know what your frame of reference is but this is what we do on a normal weekend if we have no plans too, just with a smaller group and withot birthday cake to eat.