Which was built on suburban expansion.

Which was enabled by cheap oil. (For the construction, and so that people were comfortable living farther and farther from where they work.)

So it's not that expensive oil popped the bubble. It's that cheap oil inflated it. Once a bubble is big enough, any number of triggers could be enough to pop it.