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. Author manuscript; available in PMC: 2024 Nov 1.
Published in final edited form as: Spat Spatiotemporal Epidemiol. 2023 Jul 26;47:100602. doi: 10.1016/j.sste.2023.100602

Table A1.

Interrupted Time Series Models of the Murder Rate

Murder Rate
Rate per 100,000
AR(1) TSR AR(1) TSR RE HLM RE HLM RE HLM +Int.
(1) (2) (3) (4) (5)
T 0.001 0.001 0.0001 0.0001 0.0001
(0.0002|0.001) (−0.0002|0.001) (0.00002|0.0002) (−0.00001|0.0002) (−0.00002|0.0002)
COVID - State of Emergency −0.025 −0.044 −0.428 −0.332 −0.264
(−0.255|0.205) (−0.282|0.194) (−1.881|1.025) (−1.785|1.121) (−1.812|1.283)
COVID - Stay at Home −0.038 −0.028 −0.262 −0.331 −0.333
(−0.275|0.199) (−0.272|0.217) (−1.756|1.231) (−1.823|1.162) (−1.924|1.257)
Post-Killing 0.309 0.283 0.887 0.848 0.809
(0.078|0.541) (0.042|0.525) (−0.639|2.413) (−0.677|2.373) (−0.928|2.546)
T Post-Killing −0.004 −0.004 −0.033 −0.032 −0.040
(−0.006|−0.002) (−0.006|−0.002) (−0.085|0.019) (−0.084|0.020) (−0.095|0.016)
MPD Use of Force t-1 0.159 −0.095 −0.036
(−0.346|0.664) (−0.150|−0.039) (−0.088|0.015)
MPD Stops t-1 −0.054 0.020 0.074
(−0.148|0.039) (0.003|0.037) (0.055|0.092)
MPD OIS t-1 5.056 2.313 2.586
(−11.273|21.38 5) (−9.418|14.045) (−9.350|14.521)
AR(1) −0.107 −0.139
(−0.220|0.006) (−0.261|−0.016)
Median HH Income −0.00000
(−0.00001|0.00001)
Percent Black 0.0005
(−0.014|0.015)
Post-Killing X Percent Black 0.015
(−0.017|0.048)
Constant −0.028 0.038 0.237 0.306 0.461
(−0.303|0.247) (−0.354|0.429) (−1.845|2.319) (−1.779|2.392) (−1.819|2.741)
SD(ZCTA) 0.904 0.922 0.504
SD(Residual) 5.352 5.364 5.577
Observations 312 269 5,929 5,926 5,458
R2 0.297 0.315
Log Likelihood −18,795.350 −18,783.110 −17,400.650
Akaike Inf. Crit. 37,616.700 37,598.210 34,839.310
Bayesian Inf. Crit. 37,703.640 37,705.210 34,964.800
Residual Std. Error 0.192 (df = 300) 0.197 (df = 254)
F Statistic 11.538*** (df = 11; 300) 8.334*** (df = 14; 254)
Models include controls for seasonality. 95% Confidence Intervals in parentheses