Skip to main content
. Author manuscript; available in PMC: 2025 Feb 1.
Published in final edited form as: Drug Alcohol Rev. 2024 Jan 23;43(2):454–464. doi: 10.1111/dar.13807

Table 2.

Results of multilevel negative binomial regression analyses predicting total crimes, Part 1 crimes, and Part 2 crimes from alcohol outlet density and COVID-19 shelter in place restrictions, incident rate ratio (IRR), 95% confidence interval (CI)

Model
Predictor Total Crimes
IRR (95% CI)
Part 1 Crimes1
IRR (95% CI)
Part 2 Crimes2
IRR (95% CI)
On-sale density 1.04 (1.01, 1.08)* 1.05 (1.01, 1.10)* 1.03 (0.99, 1.08)
Off-sale density 0.95 (0.91, 1.00)* 0.98 (0.92, 1.04) 0.95 (0.91, 0.99)*
Shelter-in-place (SIP)3
 Minimal 1.08 (0.92, 1.26) 1.11 (0.96, 1.28) 1.01 (0.81, 1.27)
 Full 1.07 (0.94, 1.22) 1.04 (0.90, 1.20) 1.07 (0.89, 1.27)
On-sale density X SIP
 Minimal 0.98 (0.95, 1.00)§ 1.00 (0.99, 1.00) 0.97 (0.93, 1.01)§
 Full 0.98 (0.96, 0.99)*** 0.98 (0.96, 1.00)* 0.98 (0.95, 1.00)§
Other retail density 1.02 (1.00, 1.04)* 1.02 (1.00, 1.04) 1.02 (1.01, 1.04)**
Race4
 % American Indian/Alaska Native 0.80 (0.54, 1.17) 0.71 (0.42, 1.21) 0.84 (0.61, 1.17)
 % Asian 1.05 (0.99, 1.11) 1.05 (0.97, 1.14) 1.05 (1.00, 1.11)
 % Black 1.00 (0.98, 1.02) 1.00 (0.95, 1.05) 1.00 (0.97, 1.02)
 % Native Hawaiian/% Pacific Islander 0.52 (0.27, 1.00)* 0.46 (0.19, 1.12) 0.53 (0.29, 0.99)*
 % Multi-racial 1.05 (0.96, 1.15) 1.04 (0.91, 1.19) 1.05 (0.96, 1.15)
 % Other Race 1.01 (0.97, 1.05) 1.00 (0.95, 1.06) 1.01 (0.97, 1.05)
% Hispanic/Latino(a) 0.99 (0.96, 1.01) 0.99 (0.95, 1.03) 0.98 (0.96, 1.01)
% At least bachelor’s degree 0.98 (0.94, 1.01) 0.96 (0.91, 1.02) 0.99 (0.95, 1.02)
Median HH income (100K) .998 (.997, .998)*** .999 (.997, 1.00)* .998 (.997, .999)***
Population (1K) 1.28 (1.18, 1.40)*** 1.38 (1.23, 1.55)*** 1.24 (1.14, 1.34)***
Time 1.02 (0.99, 1.05) 1.00 (0.97, 1.03) 1.03 (0.99, 1.08)
1

Part 1 crimes include criminal homicide, forcible rape, robbery, aggravated assault, burglary, larceny theft, grand theft auto, and arson.

2

Part 2 crimes include sex offenses (felony and misdemeanour), non-aggravated assaults, weapons, offenses against family, narcotics, under the influence of alcohol / drugs, drunk in public, drunk driving (vehicle / boat), vandalism, miscellaneous felonies, and miscellaneous misdemeanours.

3

SIP was coded as 0 for quarters with no shelter in place restrictions, 1 (minimal) for quarters where restrictions were in place for ≤ 18% of days, and 2 (full) when they were in place for ≥ 90% of days. All quarters fell into one of these mutually exclusive categories. No restrictions is the reference category.

4

White is the reference group.

§

p < .10

*

p < .05

**

p < .01

***

p < .001