2. It uses New York Times COVID-19 mortality data to show how the geography of the pandemic shifted dramatically over time.
3. Dense urban centers were hit hardest in the earliest wave of pandemic. During the first wave, the coronavirus death rate in the 10% of people in the densest areas was NINE TIMES higher than the 10% living in the least dense areas.
4."In each subsequent wave, however, the nation’s least dense counties have registered higher death rates than the most densely populated places."
5. The overall COVID death rate ended up higher in the least dense parts of the country, despite the stagger death rates in the densest parts of the country early on.
6. And the relationship between COVID death rates and political affiliation has also changed.
7. Early on Biden counties had the highest death rates, over time they were surpassed by Trump counties.
8. "As vaccines became more widely available, this discrepancy between “blue” and “red” counties became even larger as the virulent delta strain of the pandemic spread across the country during the summer and fall of 2021."
9. "During the fourth wave of the pandemic, death rates in the most pro-Trump counties were about four times what they were in the most pro-Biden counties."
10. "When the highly transmissible omicron variant began to spread ... these differences narrowed substantially. However, death rates in the most pro-Trump counties were still about 180% of what they were in the most pro-Biden counties throughout late 2021 and early 2022."
11. "Since the pandemic began, counties representing the 20% of the population where Trump ran up his highest margins in 2020 have experienced nearly 70,000 more deaths from COVID-19 than have the counties representing the 20% of population where Biden performed best."
12. " Overall, the COVID-19 death rate in all counties Trump won in 2020 is substantially higher than it is in counties Biden won (as of the end of February 2022, 326 per 100,000 in Trump counties and 258 per 100,000 in Biden counties)."
13. Of course the big factor here was vaccination. "Among the large majority of counties for which reliable vaccination data exists, counties that supported Trump at higher margins have substantially lower vaccination rates than those that supported Biden at higher margins."
14. "nearly 10% of the country lived in areas where less than half of the adult population was vaccinated as of November 2021. Death rates in these low-vaccination counties were roughly twice what they were in counties that had 80% or more of their population vaccinated."
1. Much has been made of rising crime and so-called urban disorder in America's cities. But the data is not so clear. While murders are up, overall crime is down. What gives? A new study provides uses intriguing new data to provide some clues.
2. The study by Maxim Massenkoof the
Naval Postgraduate School & Aaron Chalfin of the
University of Pennsylvania uses data on foot traffic data as well as data from thew American Time Use Survey to measure personal exposure risk to violent crime. maximmassenkoff.com/papers/victimi…
3. "Beginning in March 2020, public violence—assaults & robberies occurring in public or commercial spaces—declined by approximately 35% as people responded to disease risk & mandated
lockdowns by spending more time at home." So why does it feel like urban disorder is increasing?
1. I don't completely buy it. And I have long been a work-from-home person. The pandemic had me thinking think more people would stay away from the office, but as things get back to "normal" and open back up, I'm less and less sure. bloomberg.com/news/articles/…
2. 2. For one, people just seem like they want to get out of their routine. They want to bounce back and re-engage. We saw this first with restaurants, going out, sports & travel ...
3. And I am the one who likes to say "everything city is back - restaurants, sports, theater, arts, nightlife - save for one thing - the office" ... which tells you something about the office ...
1. Big Tech and the City. Big Tech firms are taking on LOTS of office space in superstar cities and tech hubs. geekwire.com/2022/in-seattl…
2. "Across the U.S., tech companies accounted for 36 of the top 100 office leases in 2021, up from 18 in 2020, for a total of 11.4 million square feet, CBRE reported. The next highest category was government and public administration at 5.1 million square feet."
1. Miami just overtook NY and LA and of course the Bay Area as the nation's most unaffordable housing market. This trend was patently obvious for sometime, and does not bode well for the region or other hot rising centers. therealdeal.com/miami/2022/02/…
2. Miami's housing market has soared driven by an influx of rich, indeed super-rich buyers from NY, LA and other places. Houses are routinely being flipped for multiples of their pre-pandemic values
3. The hand writing was on the wall even before the pandemic. For context, let me send along links to several reports we did for the now defunct @MIAUrbanFuture. Here's one from 2019 on ehem Miami's housing affordability crisis: digitalcommons.fiu.edu/mufi-reports/6/
1. Fantastic and fantastically interesting new @nberpubs study by @rebeccardiamond and Enrico Moretti on cost of living differentials by class of workers across US cities: nber.org/papers/w29533
2. The study documents HUGE differentials in living costs/quality of life across US metros ...
3. Expensive coastal metros are ... well ... really expensive.
1. The world of innovation is spiky and appears to be getting spikier, according the later NBER working paper by Bill Kerr and Brad Chattergoon at Harvard Business School: nber.org/papers/w29456?…
2. The study tracks patents for all patents, and for software and non-software patents from January 1976-December 2020. Here are some of the key findings ...
3. "U.S. patenting has become much more spatially concentrated around tech clusters like SanFrancisco and Boston compared to the 1970s, making these places more productive for researchers ... important for business organization, and central to high-tech startups."