I agree that most people will not steal. That's been my experience of growing up in a country with rampant poverty and inequality (and crime).
That said, the more people are in need, the more incentive for them to look for solutions outside of a system that has inherently failed them and the people they know.
I have myself been robbed and assaulted multiple times. I have had relatives kidnapped. Cars stolen leaving or entering their own garage, sometimes in nice areas of the city. I have been myself held at gunpoint by both criminals and police. The house I grew up in has been burglarised multiple times. I have not once, and don't know a single person who has been assaulted or robbed by a middle or upper class person.
There is probably also some correlation between white collar crime and corruption, and poverty, but I suspect the direction of causality goes the other way around in this case.
Source?
http://www.ijsk.org/uploads/3/1/1/7/3117743/sociology_2.pdf
https://www.bbc.co.uk/bitesize/guides/z87w97h/revision/2
https://www.emerald.com/insight/content/doi/10.1108/IJSE-04-...
https://journalofeconomicstructures.springeropen.com/article...
https://en.wikipedia.org/wiki/Statistical_correlations_of_cr...
https://www.london.gov.uk/press-releases/mayoral/full-links-...
https://www.prisonlegalnews.org/news/2018/dec/7/brookings-in...
http://www.ecineq.org/ecineq_paris19/papers_EcineqPSE/paper_...
https://www.economist.com/graphic-detail/2018/06/07/the-star...