Despite case counts subsiding nationally, many colleges and universities are seeing record-high case counts and multiple outbreaks, with some eclipsing fall semester case totals. While we have learned a lot from the fall, there are still additional measures we can take. Thread: Image
The universities selected for this analysis were chosen due to their recent attention in college media (in other words, there's no particular pattern for selection). From this table, we notice that colleges have been reaching case peaks ~14 days after the start of classes. Image
What does this mean? Based on the virus' incubation period and national transmission, we can assume that cases are imported when students return to campus. However, the vast majority of spread occurs when these imported cases spread to others within the first few days of class.
An additional factor: Variants. According to my count using @insidehighered data, the B.1.1.7 variant has been confirmed on 9 college campuses, according to the individual universities. 3/6 of the colleges in our analysis have recorded variant cases — exact numbers unknown. Image
First, UC Berkeley. A self-sequester mandate was put into effect on February 1 and lifted on February 15 (students were initially not allowed to exercise outside but this was changed). Resident students are tested twice weekly and cases are trending down.
dailycal.org/2021/02/15/uc-… Image
Next, the University of Michigan, which now makes up 62% of the county's cases and 64% of the state's B.1.1.7 cases. A stay-at-home recommendation was issued at the end of January, and cases still remain at a high level. Reporting from @CalderLewisTMD:
michigandaily.com/section/news-b… Image
The University of New Hampshire recently switched to the "orange" level due to 428 students currently in isolation and over 650 in quarantine.
unh.edu/coronavirus/da… Image
The situation at UMass-Amherst shows that no school is "immune" to rapid rises, including small, rural institutions. While the university seems to be past case peak after a self-sequester period, the first few days are critical to controlling spread.
dailycollegian.com/2021/02/what-w… Image
The situation at the University of Wisconsin-Madison is just emerging with a new spring case count record shattered today. Expect to see more cases in the coming days — only then can we make a better assessment as to what is driving the spread. Image
Finally, the University of Virginia is experiencing a major outbreak (possibly driven by B.1.1.7) and now makes up 10% of the state's total cases reported yesterday. Reporting has also shown possible connections to Greek life.
cavalierdaily.com/article/2021/0… Image
These colleges are not alone — many schools across the U.S. are experiencing outbreaks. I applaud the work of many institutions (including the ones listed here) for ramping up testing compared to the fall — it may be because of this we are "finding" more cases.
However, the virus is spreading on our college campuses, which function as pressure cookers during this pandemic. Our data from the fall have shown that it usually takes around two weeks for changes in the epidemic size in the community to make it to the college.
In other words, the situation on campuses reflects community spread around two weeks ago.

Testing is also not always the issue. While students are now being tested more, the virus is spreading through social gatherings, many indoors due to the cold weather.
The good news: As we continue through the spring, it is likely that more vaccinations will lead to transmission declining nationwide. Colleges need to do their part and be able to keep communities safe. How do we do this? Learn from the fall:
1. The first two weeks are critical to controlling outbreaks (solely relying on arrival testing will not cut it). Colleges should consider a quiet/hibernation/phased reopening for the first few weeks, in addition to conducting multiple layers of arrival testing.
2. Testing still remains a vital part to controlling spread on campus.

3. Colleges should promote low-risk options for socializing. While it is easy to think of parties as fueling the spread, it is often small social gatherings taking place in poorly ventilated dorms.
Bottom line: These next few weeks will be absolutely critical to controlling viral spread on college campuses. We must take advantage of case counts declining nationally to ramp up testing and sequencing at colleges, as well as continuing to rely on the Swiss cheese model. Image
Finally, thank you to all the excellent student journalists working hard to chronicle the situation on their campuses. We need to learn from each other, and accurate information is critical to holding those accountable.

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More from @bhrenton

20 Feb
1,847,276 doses have been reported administered in the last 24 hours, according to the CDC. All states reported doses delivered and administered.

Doses Delivered: 78,152,495
Doses Administered: 59,585,043

76.2% of delivered doses have been administered.
public.tableau.com/views/COVID-19… Image
Will post more data in the coming days detailing how severe weather is affecting vaccine deliveries, as the White House announced today 6 million doses are backlogged and will be shipped very shortly. Deliveries and reporting systems are recovering — look at the green uptick. Image
North Dakota now leads the nation with 95% of shots used. This number will drop for all states as supply is replenished. Image
Read 4 tweets
19 Feb
Just over 21,000 vaccine doses were reported administered in Texas in the last 24 hours, the latest in a series of fallbacks after severe weather has disrupted vaccination sites and reporting systems. The number of doses allocated to the state has not changed in 3 days. Image
In the last 24 hours, 46% of counties reported fewer than 10 doses administered. Compared with last Thursday, almost all counties are reporting fewer new doses administered by a large margin. It may take days for the infrastructure to recover and reporting to catch up. Image
"Any delays, the timing could not be worse," @PeterHotez said on @CNNTonight last night.
Read 4 tweets
18 Feb
1,455,940 doses have been reported administered in the last 24 hours, according to the CDC. Rebound is slow from the weekend due to supply issues.

Doses Delivered: 73,377,450
Doses Administered: 57,737,767

77.7% of delivered doses have been administered.
public.tableau.com/views/COVID-19… Image
New Mexico leads the nation with 100.4% of delivered doses administered — this is most likely due to the counting of the sixth dose in Pfizer vials. The 7-day average is 1.62 million doses/day. Image
Many states did not report deliveries of doses due to severe weather.
Read 4 tweets
16 Feb
Vaccinating all teachers and safely reopening schools in April: @JReinerMD posted this tweet earlier in the day on the idea to use the first batch of the Johnson & Johnson vaccine to vaccinate all teachers. Short thread on the numbers and science:
While the CDC does not see vaccinating teachers as a prerequisite for reopening schools, @DrLeanaWen, @PeterHotez, and others have pushed for all teachers to be vaccinated. Today's @CNN analysis showed in 29 states all/some teachers are currently eligible.
Recent studies have shown that if precautions are followed, in-school spread is low, assuming schools invest in safety measures and community transmission is low. @meganranney has a great thread on the science here.
Read 16 tweets
14 Feb
How to book a vaccination appointment in New York:

This thread will take you through the process of navigating the NYS/NYC vaccination landscape. Before you begin, have your personal details and insurance info (if applicable) ready.
covid19vaccine.health.ny.gov
First, be kind to others. Please, only book a vaccine appointment if you are currently eligible. Beginning today, New Yorkers with certain conditions are eligible to book appointments. Please check this list and prepare documentation (or self-attestation).
covid19vaccine.health.ny.gov/phased-distrib…
Next, some differences. The New York State website books you at New York state-run sites (some of which are in New York City). NYC's Vaccine Finder is merely an aggregate site — it sends you to other pages (including pharmacies) to book your appointment.
vaccinefinder.nyc.gov/locations
Read 12 tweets
14 Feb
Tips for booking a vaccine appointment in New York:
- When it says it opens new slots at 8, it doesn't.
- Once you get into the portal, scroll down for later slots. People cannot be bothered to look that far.
- The city vaccine finder is merely an aggregator, not a booking site.
This is the page to get to — once you fill out the eligibility criteria, you scroll down to select the time on that specific day. Just because a day is available on the previous page doesn't mean it is necessarily available (that would make too much sense).
New York — this link as the vaccine homepage is impossible to remember. The pre-screening tool is useless and does not save your information. Only use this once you confirm you are in an eligible group. Have your insurance info ready.
…eligible.covid19vaccine.health.ny.gov
Read 5 tweets

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