That's part of it! The other spice elements are from the fermented chili paste and powder. Kimchi gives the stew of deeper flavor since it's fermented cabbage with a ton of other ingredients to begin with.

[He finishes his serving and helps himself to another.]

It's easy to buy in stores, but my mom and grandma still make it. We have a whole fridge dedicated to storing kimchi back home!