More gun ownership corresponds with more gun murders across virtually every axis: among developed countries, among American states, among American towns and cities and when controlling for crime rates. And gun control legislation tends to reduce gun murders, according to a recent analysis of 130 studies from 10 countries.
This suggests that the guns themselves cause the violence.