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The Global SARS-CoV-2 Surveillance Project (GASSP) Update

Figure 1. North America’s SARS-CoV-2019 Outbreak on October 15, 2021
SARS-CoV-2 Vaccinations: Lessons from California.

 

As a country, the United States has been in an outbreak, defined by the CDC as >10 new daily cases of SARS-CoV-2 transmissions per 100,000 population, throughout most of the pandemic. The most recent spike of cases, fueled by a combination of the Delta variant and low vaccination rates, began mid-June, turning into an outbreak on July 19, 2021. The US states remained in an outbreak until this past weekend when something amazing happened. California was the first state to pull out of the outbreak even though surrounding states had significant outbreaks. Oregon rate was more than 3X the daily rate of new cases compared to California; Nevada was 2.63X; Arizona was 3.6X the rate of California. COVID-19 does not respect state borders so how is it that California managed to pull out in the middle of a hot mess when America is divided on whether to vaccinate? The answer to that is policy. Los Angeles put policies in place that it made life nearly impossible without being vaccinated. For example, Los Angeles residents must show evidence of COVID-19 vaccine to eat, drink, shop, attend a sporting event or a gym, making it difficult to live without a vaccine. What’s more, LA’s policies are becoming more restrictive. Without a vaccination, you cannot get a haircut. San Francisco’s policies are similar. In-N-Out, a popular fast-food chain, was forced to close its doors by the city because they refused to enforce vaccination mandates.

 

Figure 2. SARS-CoV-2 American Trends throughout the Pandemic

 

The orange trend lines in Figure 2 predict pending outbreaks, the red trend lines signal America is already in an outbreak and blue lines indicate the pandemic is cycling downwards or stable. The largest peak was fueled by the Thanksgiving, Christmas, and New Year’s holiday celebration. From January 11 to June 18, 2021, novel cases of COVID-19 dropped dramatically pulling America out of the pandemic. This drop in cases coincided with vaccinations. As availability of vaccines increased, rates of COVID-19 dropped. As the number of American’s getting their vaccine leveled off, the novel variant Delta breached American boundaries and created an epidemic among the unvaccinated. On average, so many states are in an outbreak that the US remains in an outbreak. Since last weekend, two more states followed California’s lead and pulled out of the SARS-CoV-2 outbreak.

 

Table 1. The American COVID-19 Pandemic by State on 10/17/21
State/ Province  New Cases 7-Day Moving Average  Total Cases  New Deaths 7-Day Moving Average  Total Deaths  Total Deaths/ 100K  Speed Daily  Acceleration Weekly  Jerk Weekly 
California  1,942.43  4.79M  8.43  69,892  177.59  4.94  -54.61  -37.24 
Hawaii  120.86  0.08M  4.43  867  63.26  8.82  -32.98  13.13 
Connecticut  340.14  0.40M  7.29  8,718  245.00  9.56  -15.88  -11.47 
Louisiana  510.14  0.75M  18.29  14,321  309.12  11.01  -36.18  -9.22 
Florida  2,519.14  3.63M  10.43  58,142  271.57  11.77  -26.31  15.97 
Mississippi  354.00  0.50M  5.29  8,939  301.78  11.95  -69.44  -16.54 
Georgia  1,361.14  1.62M  76.86  27,308  258.74  12.90  -88.93  -37.07 
Illinois  1,677.00  1.67M  27.71  28,197  223.01  13.26  -52.81  -47.82 
Maryland  904.43  0.55M  16.43  10,708  178.15  15.05  -27.27  -19.37 
Alabama  747.86  0.81M  44.29  15,179  310.45  15.30  -4.93  47.23 
Massachusetts  1,073.71  0.83M  9.14  18,828  273.36  15.59  -35.54  -33.57 
New Jersey  1,387.29  1.19M  18.29  25,901  291.91  15.64  -25.13  -19.59 
South Carolina  824.14  0.88M  29.14  13,269  259.81  16.14  -108.18  -9.30 
Nevada  506.43  0.43M  16.71  7,422  241.81  16.50  -21.70  28.74 
Vermont  107.14  0.03M  1.43  327  52.45  17.19  -87.58  -114.37 
Missouri  1,062.14  0.84M  20.29  11,836  193.44  17.36  -26.46  4.33 
Virginia  1,474.57  0.90M  35.00  13,432  159.52  17.51  -83.51  -69.55 
Rhode Island  196.71  0.18M  0.86  2,860  271.11  18.65  -40.95  -22.85 
Texas  5,461.71  4.05M  192.43  67,812  234.80  18.91  -37.17  11.15 
Arkansas  583.43  0.51M  11.43  7,920  262.90  19.37  -24.10  -4.12 
Oregon  819.00  0.35M  23.86  4,161  98.71  19.43  -81.06  -48.87 
Tennessee  1,337.29  1.27M  12.43  15,880  233.24  19.64  -88.52  -22.99 
Oklahoma  792.29  0.63M  13.71  9,451  240.02  20.12  -80.91  -49.45 
North Carolina  2,213.57  1.45M  40.86  17,456  168.00  21.30  -82.31  -28.82 
Kansas  644.00  0.42M  4.29  6,165  213.28  22.28  -60.68  -44.66 
Indiana  1,535.86  1.00M  18.86  16,245  241.40  22.82  -71.34  -36.27 
New York  4,622.00  2.51M  35.86  55,846  287.44  23.79  -3.84  -0.21 
Washington  1,809.29  0.70M  26.29  8,234  108.88  23.92  -55.03  -24.05 
Nebraska  469.71  0.28M  6.14  2,503  129.84  24.37  -59.86  -63.23 
New Mexico  514.29  0.26M  8.71  4,930  236.43  24.66  -75.10  -88.96 
Iowa  823.14  0.47M  13.43  6,748  214.00  26.10  -95.46  -60.22 
Arizona  1,910.71  1.13M  16.86  20,500  282.40  26.32  -38.63  -12.81 
Kentucky  1,217.00  0.72M  15.71  9,293  208.79  27.34  -91.46  30.69 
Maine  397.71  0.10M  2.86  1,095  81.54  29.62  -17.95  71.34 
Utah  967.86  0.53M  8.43  3,057  95.50  30.23  -99.59  -111.09 
Colorado  1,778.86  0.70M  15.57  7,864  137.42  31.08  -52.32  -141.82 
South Dakota  280.29  0.15M  2.29  2,189  248.41  31.81  -40.40  -1.36 
Delaware  325.00  0.14M  5.00  1,894  195.19  33.49  -72.65  -50.50 
Michigan  3,448.71  1.22M  17.29  22,150  221.87  34.55  -54.78  -75.89 
Pennsylvania  4,438.00  1.51M  73.00  30,418  237.72  34.68  -25.99  -37.37 
Ohio  4,192.00  1.50M  72.57  19,564  167.50  35.89  -70.56  -52.21 
New Hampshire  487.86  0.13M  3.29  1,520  111.90  35.91  29.89  53.89 
Wisconsin  2,330.86  0.86M  18.00  9,162  157.44  40.05  -69.08  -70.02 
Minnesota  2,517.86  0.75M  15.29  8,332  147.80  44.66  -53.30  -98.00 
Wyoming  325.71  0.10M  5.57  1,080  187.61  56.58  -150.78  -153.39 
West Virginia  1,043.71  0.26M  24.71  3,925  219.13  58.27  -63.31  17.98 
Montana  697.29  0.16M  6.14  2,102  197.33  65.46  -180.43  -244.93 
North Dakota  504.71  0.14M  5.43  1,680  222.55  66.86  -83.85  -64.38 
Idaho  1,215.29  0.28M  19.14  3,256  182.56  68.14  11.10  72.05 
Alaska  641.29  0.12M  3.14  594  83.41  90.05  -195.47  -91.56 

 

Table 1 lists all US States rank ordered by their outbreak rate from best to worst. Every state in an outbreak is colored red. The daily speed is the rate of the pandemic on any given day. Speed is measured as the number of new cases per day per 100,000 population based on a 7 day moving average. Two days after California exited the COVID-19 outbreak, Hawaii and Connecticut followed. Louisiana, Florida, and Mississippi are close behind. Alaska ranks dead last at 90.5 daily new cases of COVID-19 per 100,000 but then again, Alaska is flanked by massive outbreaks in Canadian Provinces and Territories.

 

Lessons from California. California demonstrates that vaccines and policies are effective at combating COVID-19. Short of knocking on doors and forcing Americans to get the jab, making life impossible without a vaccine is just as effective while not violating individual rights. So sure, Americans have the right not to be vaccinated but they don’t have the right to infect others. States must protect their residents from anti-vaxxers. Policies that prevent the unvaccinated from engaging in daily life protect the public health while driving transmission rates down. California accomplished this while flanked by states with outbreaks similar to Alaska’s COVID-19 hot mess. Alaska should give California a shout.