It worked for the country of Georgia. They disbanded their entire national police force, and violent crime immediately went down.
This page says Georgia has 42k police officers.
I think the disbandment you mention was clearing out old corrupt officers and replacing them with new recruits, which is mentioned there. Not actually getting rid of the police.