Methods: This study involved the analysis of a 72-month time series of mass shooting data in the U.S. from 2014 through 2019, and VPR over this period as measured in a recent study by Zeitzoff (2019). Spectral and harmonic regression methods were used to investigate possible periodicity in the mass shooting data. An autoregressive distributed lag with error correction (ARDL-EC) time series analysis was used to investigate deseasonalized mass shooting data for a possible relationship between VPR and the deseasonalized mass shootings.
Results: The results showed a statistically significant 12-month periodicity in the mass shooting data. The results of the ARDL-EC analysis showed a statistically significant positive relationship between VPR and deseasonalized mass shootings. The 12-month periodicity accounted for about 51% of the total variation in mass shootings over the 72-month period. VPR accounted for about 10% of the total variation in the rates of deseasonalized mass shootings.
Conclusions and Implications: These findings suggested that there is a 12-month cycle in mass shootings, as defined by the Gun Violence Archive, with higher numbers of mass shootings in spring and summer months. Results also suggested that, controlling for this periodicity, as VPR increases, mass shootings increase. These results suggest further research is needed on the relationship between VPR and mass shootings. The results also underscore the importance of Social Work involvement in efforts to understand the causes of, and to reduce the numbers of, mass shootings in the U.S. Among other things, Social Workers might develop programs such as empathy training to reduce the potentially dehumanizing effects of VPR on the groups targeted by VPR.
Reference: Zeitzoff, T. (2019) The nasty style: Why politicians use violent rhetoric. Available online: https://www.zeitzoff.com/uploads/2/2/4/1/22413724/zeitzoff_nastystyle_violentrhetoric_draft_nov2019.pdf