Can crime counts fall while the risk of being victimized rises?
Core argument: Public violence in New York City, Los Angeles, and Chicago fell 19% in 2020 versus 2019, yet the risk of street crime victimization rose, averaging 14% higher over March–December.
In 2020, while the overall incidence of public violence in NYC, Los Angeles, and Chicago fell by 19% compared to 2019, the risk of street crime victimization rose significantly. Despite a 30% drop in street crimes in April 2020, the risk of victimization increased by nearly 40%, remaining elevated throughout the year. By July 2020, the risk was 12% higher than in July 2019 and averaged 14% higher for the March-December period. This divergence is attributed to reduced public foot traffic, which was about 20% lower than in 2019 due to pandemic-related restrictions. Consequently, while fewer crimes occurred, the likelihood of being a victim when outdoors increased, highlighting a shift in public safety dynamics during the pandemic.









Ed Comment:I think risk of crime may have gone up because there's less pedestrian traffic on the streets. It's scary at night when no one is out.
Risk to the average person of street crime has increased (using data from NYC, Chicago and LA). The results extend to the 25 largest cities. changes in human activity during the COVID-19 pandemic led to an unusual divergence between crime rates and victimization risk in US cities. Most violent crimes declined during the pandemic. But analysis using foot traffic data shows that the risk of street crime victimization was elevated throughout 2020; people in public spaces were 15-30 percent more likely to be robbed or assaulted. This increase is unlikely to be explained by changes in crime reporting or selection into outdoor activities by potential victims. Traditional crime rates may present a misleading view of recent changes in public safety.... Beginning in March 2020, the number of street crimes in the three largest cities in the US declined by 35% as people adapted to disease risk and mandated lockdowns by spending more time at home. In contrast to analyses of traditional crime data (Abrams, 2021), we find that, in 2020, the risk of outdoor street crimes initially rose by more than 40% and was between 10-15% higher than it had been in 2019 through the remainder of the year. These differences are unlikely to be a mechanical artifact of changes in crime reporting or differential selection into outdoor activity during the COVID-19 pandemic... Consistent with our main analysis, almost all cities lie above the 45-degree line, implying that the drop in activity was larger than the drop in crime. This suggests that risk, overall, increased. Next, in panel B we present an analysis of national survey data from the NCVS and the ATUS. Summing over both samples, we compare the change in public violent victimization reported in the NCVS to the change in time spent in public spaces reported in the ATUS. This analysis suggests that public victimization risk rose by approximately 25% in 2020—from approximately 9 to approximately 12 victimizations per million outdoor hours. Both analyses suggest that the increase in crime risk is not unique to the three largest cities in the US