An Analysis on Gun Violence
Discussion on Potential Solutions
Variation in Definition
Variation in Definition (cont.)
Regression Output
The use of an assault weapon is associated with an increase of 20 total victims, when compared to non-assault weapon shootings.
This simple regression shows that prohibited users on average, shoot 5 less civilians when compared to acts by non-prohibited gun users.
This could indicate that user restrictions are not as tight as necessary. Leaving higher risk individuals marked as allowed to own weapons.
Source: Everytown Research, authors calculations
Model Limitations
Although, more likely, adjustments must be made to this regression to yield more accurate results. The current simple regression suffers from much omitted variable bias.
Additional variables should include more controls to increase the accuracy of the output.
Interesting areas to test include Government regulation its variation across states, and social programs, such as mental health support, that could influence citizen well being.
Source: Everytown Research, authors calculations
A Global Perspective
Source: Small Arms Survey, 2017
Source: Small Arms Survey, 2017
Areas for future research
Policy Response
Policy Response (cont.)
Thank you.