Of course it does. When people can't get what they want and need by acceptable economic methods, they turn to unacceptable economic methods. That's been true since the dawn of time. And we call those unacceptable economic methods, "crime".
Greed increases when the fear of being or becoming poor increases. And when being poor becomes an unbearable prospect. And as greed increases, so does crime.
So both poverty and greed generate criminality. The difference is that poor criminals generally turn to petty and violent crime, and end up in the cemetery or the prison. While rich criminals turn to sophisticated and 'legalized' crimes that they can buy their way out of if caught, or get away with all together.
Poor criminals get punished. Rich criminals get rewarded.
Poor criminals cost society millions. Rich criminals cost society billions.
Poor criminals tent to kill each other. Rich criminals have other people kill and die for them; while they collect the profits.
Well, we can certainly agree on that.
Where we disagree, usually, is on which is the greater criminal, and on which type of criminal does the greater harm.