I doubt the kids are responsible for what happened.
What idiom/expression can I use to replace the responsible for what happened part? Something that isn't as straight forward as the example.
It depends on the context; guilty can convey the idea if something bad or illegal has been done.
- Responsible for a reprehensible act; culpable.