I wasn't surprised either, but was curious where exactly people in poverty reside here. Turns out the expensive coastal counties have the highest rates (LA > Santa Barbara > Santa Cruz > OC) [1]. So it looks like you're right that the primary driver is increasing cost of living and low mobility.
[1] https://www.ppic.org/publication/poverty-in-california/