It has been argued that this is due to collectivism and associated characteristics such as out-group avoidance limiting the spread of infectious diseases. Other characteristics such as strong in-group–out-group bias and willingness to defend the ingroup's honor may promote violence. A study found strong associations between several forms of violent criminal behavior and both infectious disease rates across U.S states and degree of cultural collectivism across U.S. states.