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Coastal cities have dominated tech work. A new analysis of pandemic trends suggests new possibilities.

Technology industries have the potential to diffuse economic vitality into all corners of America.  But for decades, tech has instead remained highly…

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By Mark Muro, Yang You

Technology industries have the potential to diffuse economic vitality into all corners of America.  But for decades, tech has instead remained highly concentrated in a short list of coastal “superstar” cities such as San Francisco, Seattle, and New York. Not even the booming 2010s tech scene saw these industries spread out in terms of cities’ shares of the sector’s overall employment.

More recently, however, the rise of remote work during the COVID-19 pandemic has spawned new hopes for the decentralization of tech. Story after story has reported on footloose big-city techies heading for the hills. What’s more, major tech companies such as Palantir, Hewlett Packard Enterprise, Oracle, and Tesla have moved their headquarters from California to Denver, Houston, or Austin, Texas. Most recently, Intel announced the siting of two semiconductor plants in the Columbus, Ohio area, prompting excitement about the rise of a “Silicon Heartland.”

So, is the long-awaited spread of tech into the “rest” of America happening at last?

To answer that question, Brookings Metro has published a new installment in its series of data-driven reports tracking fixity and change in the geography of the U.S. tech sector.

Building on our last look at tech location trends from March 2020, the new analysis probes recent trends across six key high-tech industries and charts the geography of tech sector growth in the U.S. over the last decade and through the pandemic. Specifically, the analysis examines data on employment, job postings, and new firm starts in tech to assess local and national hiring trends for the sector across the nation’s 100 largest metropolitan areas and communities containing at least 1,000 tech workers. Focusing on this information yields several key findings:

The U.S. tech sector has continued to rapidly grow, including through the pandemic

Between 2010 and 2019, the tech sector grew by 47% and added more than 1.2 million jobs—nearly triple the growth of the economy as a whole. Not even COVID-19 could stymie this growth; although the sector’s expansion slowed during the initial pandemic-related lockdowns, it managed net positive growth through almost all of the crisis.

Most U.S. regions and states and more than half of metro areas have benefitted from tech sector growth throughout the last decade. Between 2010 and 2019, all four major census regions; 48 out of 50 states as well as Washington, D.C.; and 289 out of the nation’s 384 metro areas have seen positive employment growth in the sector. Among the 100 largest metro areas, 83 have seen tech sector growth.

Blog figure 2

However, tech sector growth prior to the pandemic remained highly concentrated

While positive in many markets, tech sector employment growth wasn’t really spreading out in geographical terms. In fact, tech employment was growing more concentrated into a short list of places. Just eight “superstar” metro areas—San Francisco; San Jose, Calif.; Austin, Texas; Boston; Seattle; Los Angeles; New York; and Washington, D.C.—accounted for nearly half of the nation’s technology sector job creation between 2015 and 2019.

At the same time, a handful of midsized but less established centers also grew briskly in the years before the pandemic, meriting attention as “rising stars.” Mostly situated in the nation’s Sun Belt and interior, these nine dynamic metro areas—Atlanta; Dallas; Denver; Miami; Orlando, Fla.; San Diego; Kansas City, Mo.; St. Louis; and Salt Lake City—increased their share of the sector’s total nationwide jobs by adding tech jobs at 3% a year (or more).

Yet while the superstars and rising stars surged, most metro areas went sideways. Seventy-three of the nation’s 100 largest metro areas experienced either negligible, flat, or negative growth in their shares of the nation’s tech sector employment between 2015 and 2019. Among those metro areas, 24 lost tech jobs in absolute terms during that period.

The pandemic’s first year disrupted tech sector growth patterns and slowed concentration

The tech sector’s “superstar” geography may be entrenched, but it’s not necessarily immutable. Data covering 2020 confirms the extent of early-pandemic disruption and the possibility for new growth patterns.

To be sure, the first year of the pandemic imposed no wholesale destruction of the nation’s superstar geography. The superstar and rising star metro areas continued to excel, with their aggregate growth rates remaining positive through 2020 to the point that they further increased their aggregate share of the sector’s total nationwide jobs by 0.3%. At the same time, nearly one-third of the nation’s metro areas failed to grow and nearly two-thirds saw hiring slow—a sign that America’s winner-take-most tech geography remained in place.

With that said, the first year of the pandemic saw unmistakable shifts in the nation’s superstar-dominated tech geography, including:

  • In most superstar and rising star metro areas, tech sector employment growth in 2020 slowed compared to the previous five years.
  • In nearly half of the nation’s other large metro areas, tech growth rates increased in 2020. These included northern business cities such as Philadelphia, Minneapolis, and Cincinnati; sizable warm-weather cities such as Charlotte, C., San Antonio, Nashville, Tenn., Birmingham, Ala., New Orleans, Greensboro, N.C., Jackson, Miss., and Stockton, Calif.; and a number of substantial university cities such as Chapel Hill, N.C. and Madison, Wis. Also seeing accelerated 2020 tech growth were numerous lifestyle, Sun Belt, or vacation centers such as Virginia Beach, Va., Ogden, Utah, Albuquerque, N.M., Tucson, Ariz., and El Paso, Texas.
  • Numerous smaller quality-of-life meccas and college towns also seemed to add tech jobs sharply during the initial year of the pandemic. Among the former, high-amenity or vacation towns such as Santa Barbara, Calif., Barnstable, Mass., Gulfport-Biloxi, Miss., Pensacola, Fla., and Salisbury, Md. all saw their tech employment surge by 6% or more. Likewise, attractive and convenient college towns such as Boulder, Colo., Lincoln, Neb., Tallahassee, Fla., Charlottesville, Va., and Ithaca, N.Y. all grew their tech jobs by more than 3% during the first year of the pandemic.

Map 1 blog

While not definitive, these signals suggest at least the temporary emergence during the pandemic of a two-tier reality that incorporates persistent “star”-city dominance paired with a modest degree of tech diffusion to lower-cost or high-amenity locations.

More recent data points to potentially continued decentralization

Higher-frequency, more recent information on local economic activity confirms modest tech sector decentralization during the pandemic. To begin with, superstar metro areas’ share of unique tech job postings—which had begun to decline in the pre-pandemic period—has slipped further in the last two years, from roughly 40% in September 2016 to about 31% in December 2021.

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Crunchbase data on new tech firm starts corresponds with the job postings trend. After several years of steady increases, the eight superstar metro areas’ share of new tech firm starts declined by 2% between 2020 and 2021; only Austin, Texas grew. At the same time, increased tech firm starts in rising star metro area gains such as San Diego and Miami pointed to vibrancy in those places.

Blog 4

It’s too early to tell if tech diffusion is temporary or a long-term trend

Overall, the trends depicted here reinforce the impression that the pandemic disruption has somewhat—though not massively—reallocated tech activity among cities. Some of the data suggests tech could be on the brink of spreading out, prompted by remote work. Specifically, the continued growth of the rising star metro areas—as well as the accelerated job growth of dozens of other metro areas during the pandemic—suggests the possibility in the coming years of a genuine adjustment of tech’s highly concentrated geography.

However, what is equally striking is the persistence of the sector’s superstar geography. Since 2010, the geography of the sector has remained highly skewed, with its activity and growth concentrated into a short list of large, mostly fast-growing hubs on the West Coast and the Boston-Washington, D.C. corridor. Even amid 2020’s pandemic disruptions, these eight superstar metro areas still slightly increased their share of the nation’s tech sector employment, and housed 38.4% of all U.S. tech jobs.

In short, the tech industry still remains more a “winner-take-most” affair than one in which the “rest” of the nation’s tech ecosystems are truly rising—although intriguing signals point to possible decentralization. The question now is whether the recent dispersed tech growth forecasts a major shift, or is instead a temporary disruption.

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$500 Per Hour Tutors Are Back In Vogue Now That Colleges Have Decided SATs Are, In Fact, A Necessity

$500 Per Hour Tutors Are Back In Vogue Now That Colleges Have Decided SATs Are, In Fact, A Necessity

It was just about a month ago we noted…

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$500 Per Hour Tutors Are Back In Vogue Now That Colleges Have Decided SATs Are, In Fact, A Necessity

It was just about a month ago we noted that SATs were once again being reconsidered by colleges who had reduced or eliminated their requirement due to (pick one: diversity, racism, climate change, equity, gender affirmation). 

As a result of the comeback, Bloomberg noted this week that tutors, sometimes costing $500 per hour, are all of a sudden back in vogue. 

Bloomberg wrote that demand for SAT tutoring and prep centers is surging as several top colleges reintroduce mandatory SATs, and students adapt to the SAT's new digital format.

Kaplan reported a significant enrollment increase, attributed to digital testing and the reinstatement of testing requirements by institutions and three Ivy League schools—Yale, Dartmouth, and Brown—have reinstated mandatory SATs, alongside MIT and the University of Texas at Austin. This shift has left many students scrambling for preparation before early application deadlines.

Companies like The Princeton Review have also seen a spike in interest for prep services.


Parents Bloomberg profiled are once again investing in tutoring services for their children to improve their chances of success. The debate over standardized testing's fairness persists however, with critics arguing it favors wealthier students who can afford extensive prep. But those winning the argument still claims that standardized tests provide valuable benchmarks for admissions, potentially aiding in diversifying the applicant pool.

We noted last month in a piece from American Greatness, that according to Axios, multiple colleges used the Chinese Coronavirus pandemic as an excuse to weaken the importance of SAT and ACT test scores in most student applications. But in recent weeks, several schools have reversed course; Yale is considering repealing its prior policy of making SAT/ACT requirements optional, with Dartmouth already reinstating the requirements earlier this month. MIT reversed a similar policy back in 2022.

Other schools that have eliminated SAT/ACT requirements include Harvard and Columbia. Harvard, along with Cornell and Princeton, have extended their policy of making the scores optional, while Columbia’s policy remains permanent.

One of the motivating factors behind the reversal is ongoing research showing a clear correlation between students’ standardized test scores, and their subsequent academic performance and graduation rates in college. Some schools had previously opposed the test requirements for reasons of “diversity,” baselessly accusing the tests of being “racist” and against minority students.

Tyler Durden Wed, 03/20/2024 - 17:20

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Study: Life’s building blocks are surprisingly stable in Venus-like conditions

If there is life in the solar system beyond Earth, it might be found in the clouds of Venus. In contrast to the planet’s blisteringly inhospitable surface,…

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If there is life in the solar system beyond Earth, it might be found in the clouds of Venus. In contrast to the planet’s blisteringly inhospitable surface, Venus’ cloud layer, which extends from 30 to 40 miles above the surface, hosts milder temperatures that could support some extreme forms of life. 

Credit: Credit: JAXA/J. J. Petkowski

If there is life in the solar system beyond Earth, it might be found in the clouds of Venus. In contrast to the planet’s blisteringly inhospitable surface, Venus’ cloud layer, which extends from 30 to 40 miles above the surface, hosts milder temperatures that could support some extreme forms of life. 

If it’s out there, scientists have assumed that any Venusian cloud inhabitant would look very different from life forms on Earth. That’s because the clouds themselves are made from highly toxic droplets of sulfuric acid — an intensely corrosive chemical that is known to dissolve metals and destroy most biological molecules on Earth. 

But a new study by MIT researchers may challenge that assumption. Appearing today in the journal Astrobiology, the study reports that, in fact, some key building blocks of life can persist in solutions of concentrated sulfuric acid. 

The study’s authors have found that 19 amino acids that are essential to life on Earth are stable for up to four weeks when placed in vials of sulfuric acid at concentrations similar to those in Venus’ clouds. In particular, they found that the molecular “backbone” of all 19 amino acids remained intact in sulfuric acid solutions ranging in concentration from 81 to 98 percent.  

“What is absolutely surprising is that concentrated sulfuric acid is not a solvent that is universally hostile to organic chemistry,” says study co-author Janusz Petkowski, a research affiliate in MIT’s Department of Earth, Atmospheric and Planetary Sciences (EAPS).

“We are finding that building blocks of life on Earth are stable in sulfuric acid, and this is very intriguing for the idea of the possibility of life on Venus,” adds study author Sara Seager, MIT’s Class of 1941 Professor of Planetary Sciences in EAPS and a professor in the departments of Physics and of Aeronautics and Astronautics. “It doesn’t mean that life there will be the same as here. In fact, we know it can’t be. But this work advances the notion that Venus’ clouds could support complex chemicals needed for life.”

The study’s co-authors include first author Maxwell Seager, an undergraduate in the Department of Chemistry at Worcester Polytechnic Institute and Seager’s son, and William Bains, a research affiliate at MIT and a scientist at Cardiff University.

Building blocks in acid

The search for life in Venus’ clouds has gained momentum in recent years, spurred in part by a controversial detection of phosphine — a molecule that is considered to be one signature of life — in the planet’s atmosphere. While that detection remains under debate, the news has reinvigorated an old question: Could Earth’s sister planet actually host life? 

In search of an answer, scientists are planning several missions to Venus, including the first largely privately funded mission to the planet, backed by California-based launch company Rocket Lab. That mission, on which Seager is the science principal investigator, aims to send a spacecraft through the planet’s clouds to analyze their chemistry for signs of organic molecules. 

Ahead of the mission’s January 2025 launch, Seager and her colleagues have been testing various molecules in concentrated sulfuric acid to see what fragments of life on Earth might also be stable in Venus’ clouds, which are estimated to be orders of magnitude more acidic than the most acidic places on Earth.

“People have this perception that concentrated sulfuric acid is an extremely aggressive solvent that will chop everything to pieces,” Petkowski says. “But we are finding this is not necessarily true.”

In fact, the team has previously shown that complex organic molecules such as some fatty acids and nucleic acids remain surprisingly stable in sulfuric acid. The scientists are careful to emphasize, as they do in their current paper, that “complex organic chemistry is of course not life, but there is no life without it.” 

In other words, if certain molecules can persist in sulfuric acid, then perhaps the highly acidic clouds of Venus are habitable, if not necessarily inhabited. 

In their new study, the team turned their focus on amino acids — molecules that combine  to make essential proteins, each with their own specific function. Every living thing on Earth requires amino acids to make proteins that in turn carry out life-sustaining functions, from breaking down food to generating energy, building muscle, and repairing tissue. 

“If you consider the four major building blocks of life as nucleic acid bases, amino acids, fatty acids, and carbohydrates, we have demonstrated that some fatty acids can form micelles and vesicles in sulfuric acid, and the nucleic acid bases are stable in sulfuric acid. Carbohydrates have been shown to be highly reactive in sulfuric acid,” Maxwell
Seager explains. “That only left us with amino acids as the last major building block to
study.”

A stable backbone

The scientists began their studies of sulfuric acid during the pandemic, carrying out their experiments in a home laboratory. Since that time, Seager and her son continued work on chemistry in concentrated sulfuric acid. In early 2023, they ordered powder samples of 20 “biogenic” amino acids — those amino acids that are essential to all life on Earth. They dissolved each type of amino acid in vials of sulfuric acid mixed with water, at concentrations of 81 and 98 percent, which represent the range that exists in Venus’ clouds. 

The team then let the vials incubate for a day before transporting them to MIT’s Department of Chemistry Instrumentation Facility (DCIF), a shared, 24/7 laboratory that offers a number of automated and manual instruments for MIT scientists to use. For their part, Seager and her team used the lab’s nuclear magnetic resonance (NMR) spectrometer to analyze the structure of amino acids in sulfuric acid. 

After analyzing each vial several times over four weeks, the scientists found, to their surprise, that the basic molecular structure, or “backbone” in 19 of the 20 amino acids remained stable and unchanged, even in highly acidic conditions.

“Just showing that this backbone is stable in sulfuric acid doesn’t mean there is life on Venus,” notes Maxwell Seager. “But if we had shown that this backbone was compromised, then there would be no chance of life as we know it.” 

The team acknowledges that Venus’ cloud chemistry is likely messier than the study’s “test tube” conditions. For instance, scientists have measured various trace gases, in addition to sulfuric acid, in the planet’s clouds. As such, the team plans to incorporate certain trace gases in future experiments. 

“There are only a few groups in the world now that are working on chemistry in sulfuric acid, and they will all agree that no one has intuition,” adds Sara Seager. “I think we are just more happy than anything that this latest result adds one more ‘yes’ for the possibility of life on Venus.”

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Written by Jennifer Chu, MIT News

Paper: “Stability of 20 Biogenic Amino Acids in Concentrated Sulfuric Acid: Implications for the Habitability of Venus’ Clouds”

https://www.liebertpub.com/doi/10.1089/ast.2023.0082


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Bacteria subtype linked to growth in up to 50% of human colorectal cancers, Fred Hutch researchers report

Researchers at Fred Hutchinson Cancer Center have found that a specific subtype of a microbe commonly found in the mouth is able to travel to the gut and…

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Researchers at Fred Hutchinson Cancer Center have found that a specific subtype of a microbe commonly found in the mouth is able to travel to the gut and grow within colorectal cancer tumors. This microbe is also a culprit for driving cancer progression and leads to poorer patient outcomes after cancer treatment.

Credit: Fred Hutchinson Cancer Center

Researchers at Fred Hutchinson Cancer Center have found that a specific subtype of a microbe commonly found in the mouth is able to travel to the gut and grow within colorectal cancer tumors. This microbe is also a culprit for driving cancer progression and leads to poorer patient outcomes after cancer treatment.

The findings, published March 20 in the journal Nature, could help improve therapeutic approaches and early screening methods for colorectal cancer, which is the second most common cause of cancer deaths in adults in the U.S. according to the American Cancer Society.

Examining colorectal cancer tumors removed from 200 patients, the Fred Hutch team measured levels of Fusobacterium nucleatum, a bacterium known to infect tumors. In about 50% of the cases, they found that only a specific subtype of the bacterium was elevated in the tumor tissue compared to healthy tissue.

The researchers also found this microbe in higher numbers within stool samples of colorectal cancer patients compared with stool samples from healthy people.

“We’ve consistently seen that patients with colorectal tumors containing Fusobacterium nucleatum have poor survival and poorer prognosis compared with patients without the microbe,” explained Susan Bullman, Ph.D., Fred Hutch cancer microbiome researcher and co-corresponding study author. “Now we’re finding that a specific subtype of this microbe is responsible for tumor growth. It suggests therapeutics and screening that target this subgroup within the microbiota would help people who are at a higher risk for more aggressive colorectal cancer.”

In the study, Bullman and co-corresponding author Christopher D. Johnston, Ph.D., Fred Hutch molecular microbiologist, along with the study’s first author Martha Zepeda-Rivera, Ph.D., a Washington Research Foundation Fellow and Staff Scientist in the Johnston Lab, wanted to discover how the microbe moves from its typical environment of the mouth to a distant site in the lower gut and how it contributes to cancer growth.

First they found a surprise that could be important for future treatments. The predominant group of Fusobacterium nucleatum in colorectal cancer tumors, thought to be a single subspecies, is actually composed of two distinct lineages known as “clades.”

“This discovery was similar to stumbling upon the Rosetta Stone in terms of genetics,” Johnston explained. “We have bacterial strains that are so phylogenetically close that we thought of them as the same thing, but now we see an enormous difference between their relative abundance in tumors versus the oral cavity.”

By separating out the genetic differences between these clades, the researchers found that the tumor-infiltrating Fna C2 type had acquired distinct genetic traits suggesting it could travel from the mouth through the stomach, withstand stomach acid and then grow in the lower gastrointestinal tract. The analysis revealed 195 genetic differences between the clades.

Then, comparing tumor tissue with healthy tissue from patients with colorectal cancer, the researchers found that only the subtype Fna C2 is significantly enriched in colorectal tumor tissue and is responsible for colorectal cancer growth.

Further molecular analyses of two patient cohorts, including over 200 colorectal tumors, revealed the presence of this Fna C2 lineage in approximately 50% of cases.

The researchers also found in hundreds of stool samples from people with and without colorectal cancer that Fna C2 levels were consistently higher in colorectal cancer.

“We  have pinpointed the exact bacterial lineage that is associated with colorectal cancer, and that knowledge is critical for developing effective preventive and treatment methods,” Johnston said.

He and Bullman believe their study presents significant opportunities for developing microbial cellular therapies, which use modified versions of bacterial strains to deliver treatments directly into tumors.

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Fred Hutchinson Cancer Center unites individualized care and advanced research to provide the latest cancer treatment options while accelerating discoveries that prevent, treat and cure cancer and infectious diseases worldwide.

Based in Seattle, Fred Hutch is an independent, nonprofit organization and the only National Cancer Institute-designated cancer center in Washington. We have earned a global reputation for our track record of discoveries in cancer, infectious disease and basic research, including important advances in bone marrow transplantation, immunotherapy, HIV/AIDS prevention and COVID-19 vaccines. Fred Hutch operates eight clinical care sites that provide medical oncology, infusion, radiation, proton therapy and related services. Fred Hutch also serves as UW Medicine’s cancer program.


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