Skip to main content
. 2021 Feb 9;23(2):e26081. doi: 10.2196/26081

Table 2.

Dynamic panel data regression of COVID-19 speed and 7-day persistence effect.

Metropolitan area
(number of counties)
Wald χ2 test of regression significance
(P value)
Sargan χ2 test of model validity
(P value)
7-day persistence coefficient




Base effect (P value) Shift, October 9-15 (P value) Shift, October 2-8 (P value)
1. New York (n=23) 193.68 (<.001) 636.36 (.46) 0.0536 (.50) 0.0220 (.74) 0.2035 (.002)
2. Los Angeles (n=2) 25.03 (<.001) 49.87 (.60) 0.3101 (<.001) 0.0505 (.47) 0.0459 (.53)
3. Chicago (n=14) 130.28 (<.001) 418.07 (.27) –0.0271 (.33) 0.5085 (<.001) 0.2238 (<.001)
4. Dallas (n=11) 48.67 (<.001) 322.71 (.36) 0.4104 (<.001) –0.2602 (.003) –0.3244 (.001)
5. Houston (n=9) 8.79 (.12) 257.55 (.46) 0.0951 (.08) 0.1389 (.36) 0.3367 (.09)
6. Washington, DC (n=25) 20.58 (.001) 736.88 (.11) 0.0250 (.55) 0.1931 (<.001) 0.0104 (.86)
7. Miami (n=3) 16.63 (.005) 79.46 (.56) 0.3279 (.04) 0.1088 (.35) –0.0096 (.93)
8. Philadelphia (n=8) 8.32 (.14) 227.22 (.48) 0.0609 (.46) 0.1379 (.10) –0.0097 (.90)
9. Atlanta (n=28) 46.85 (<.001) 851.42 (.14) 0.0929 (.02) 0.0117 (.80) –0.0144 (.75)
10. Phoenix (n=2) 8.22 (.15) 50.58 (.57) 0.0454 (.73) 0.3060 (.07) 0.2838 (.12)
11. Boston (n=7) 27.97 (<.001) 196.40 (.52) 0.0973 (.29) 0.1853 (.04) 0.0172 (.85)
12. San Francisco (n=5) 10.59 (.06) 139.02 (.51) 0.1751 (.054) –0.1543 (.20) –0.2584 (.09)
13. Riverside (n=2) 34.37 (<.001) 47.07 (.70) 0.6413 (<.001) –0.3360 (.06) –0.1599 (.35)
14. Detroit (n=6) 245.98 (<.001) 189.22 (.14) 0.5095 (.37) 0.6095 (.45) 0.1853 (.03)
15. Seattle (n=3) 24.02 (<.001) 85.39 (.38) 0.1948 (.45) 0.6853 (.001) 0.4182 (.03)
16. Minneapolis (n=15) 115.52 (<.001) 531.86 (<.001) 0.0300 (.55) 0.8143 (<.001) 0.1926 (.06)
17. San Diego (n=1) 2.58 (.77) 24.75 (.42) 0.1719 (.29) 0.1003 (.45) 0.1227 (.36)
18. Tampa (n=4) 7.18 (.21) 113.02 (.43) 0.3055 (.02) 0.0307 (.77) –0.0367 (.74)
19. Denver (n=10) 47.41 (<.001) 268.99 (.74) –0.0811 (.48) 0.3725 (.001) 0.3194 (.003)
20. St Louis (n=15) 7.40 (.19) 443.33 (.32) 0.1025 (.13) 0.0855 (.37) –0.1239 (.08)
21. Baltimore (n=7) 37.22 (<.001) 212.36 (.23) 0.1081 (.10) 0.1774 (.01) 0.2260 (.002)
22. Charlotte (n=11) 6.42 (.27) 314.04 (.49) 0.1578 (.08) 0.0525 (.59) –0.0748 (.39)
23. Orlando (n=4) 20.00 (.001) 111.72 (.46) 0.1970 (.08) 0.0747 (.37) 0.1218 (.17)
24. San Antonio (n=8) 1.59 (.90) 224.59 (.53) –0.0396 (.56) –0.1654 (.75) –0.1714 (.79)
25. Portland (n=7) 2.53 (.77) 197.38 (.50) –0.2356 (.20) 0.2852 (.17) 0.2157 (.23)