For twenty years, the American economy had been slowly, steadily losing its dynamism. Every measure — churn rate, birth rate, gain rate — moved in the same direction: down. Then, in a single quarter, COVID-19 did what no policy, no technology, and no business cycle had done: it blew the system open. The loss rate hit 16.8% in Q2 2020, more than double the GFC’s worst quarter. The rebound gain rate of 9.5% in Q3 was the highest ever recorded. Establishment births surged to a record 380,000 in Q4 2021. For two exhilarating, terrifying years, the economy was more dynamic than it had been since the late 1990s. Then, like a pendulum swinging back, it all faded — and the long decline resumed.
The pandemic recession was unlike any recession in the BDS record. The Great Financial Crisis was a slow-building wave: it took six quarters for the loss rate to go from 6.4% to 7.8%, an increase of 1.4 percentage points. The pandemic hit in a single quarter. The loss rate went from 6.3% in Q1 2020 to 16.8% in Q2 2020 — an increase of 10.5 percentage points in ninety days. In absolute terms, the economy destroyed 20.2 million jobs in Q2 2020, more than double the 8.6 million lost in the GFC’s worst quarter. If the GFC was a flood, the pandemic was a tsunami.
The gain rate actually fell less than you might expect. It went from 5.5% in Q1 2020 to 4.8% in Q2 — a decline of just 0.7 percentage points. The economy created 5.7 million jobs in the quarter when 20.2 million were destroyed. Hospitals were hiring emergency staff. Amazon was building warehouses. Grocery stores were adding workers to handle the panic-buying surge. Zoom was scaling its server infrastructure. These companies — the winners of the lockdown economy — continued to create jobs even as the rest of the economy was shutting down. The BDS data reveals the pandemic not as a universal shutdown but as a massive reallocation: a sudden, violent transfer of economic activity from in-person services (restaurants, hotels, theaters) to remote and delivery-based services (e-commerce, logistics, healthcare).
The industry breakdown makes this reallocation vivid. Leisure and hospitality posted a loss rate of 45.9% in Q2 2020. Nearly half of all jobs in the sector were destroyed in a single quarter. Think about that number. The entire restaurant industry of the United States — from the corner diner to the Michelin-starred tasting menu — lost almost half its workforce between April and June 2020. Hotels, casinos, theme parks, movie theaters, gyms, live-event venues: all hemorrhaging workers simultaneously. Education and health services posted a loss rate of 10.7%, driven by the shutdown of non-emergency healthcare (dentists, optometrists, elective surgeries). Even information, which includes the “work-from-home” sector, posted a 15.0% loss rate as media companies, broadcasters, and telecom firms cut staff.
Retail was the surprise bright spot. Its loss rate hit 16.6%, which was severe, but its gain rate actually increased to 6.1%, up from 5.8% pre-pandemic. This reflected the bifurcation of the sector: brick-and-mortar clothing stores were closing while big-box retailers and e-commerce fulfillment centers were hiring frantically. Walmart, Target, and Amazon added hundreds of thousands of workers in Q2 2020. Transportation posted a gain rate of 8.0%, up from its pre-pandemic 5.5%, as the logistics sector scrambled to handle the e-commerce surge. The pandemic didn’t stop job creation. It redirected it, violently and immediately, from face-to-face industries to screen-to-door ones.
What happened after the lockdown was even more remarkable than the lockdown itself. Starting in Q3 2020, establishment births surged from their pre-pandemic pace of about 260,000 per quarter to 278,000 in Q3 2020, 287,000 in Q4 2020, 308,000 in Q1 2021, and then an astonishing 380,000 in Q4 2021 — the highest number in the BDS record, 46% above the pre-pandemic level. Americans were starting businesses at a rate not seen in a generation, and perhaps not since the early days of the internet revolution in the late 1990s.
This explosion had multiple causes that reinforced each other. First, the destruction itself created opportunity. When 20 million jobs disappeared in a quarter, millions of workers suddenly had both the motivation and the freedom to start businesses. A laid-off restaurant manager might open a food truck. A furloughed fitness instructor might start a virtual training platform. A displaced retail worker might launch an Etsy shop. The economic catastrophe of Q2 2020 became, paradoxically, the biggest forced entrepreneurship program in American history. Second, the federal government flooded the economy with liquidity through PPP loans, expanded unemployment benefits, and stimulus checks. Personal savings rates soared from 7% to over 30%. For the first time in decades, many Americans had a financial cushion large enough to take the risk of starting a business.
Third, the pandemic permanently altered consumer behavior in ways that created new market niches. The shift to remote work created demand for home-office services, co-working spaces outside city centers, and suburban amenities that hadn’t existed before. The shift to e-commerce created demand for delivery services, drop-shipping businesses, and online storefronts. The shift in healthcare created demand for telehealth providers, mental health services, and home fitness companies. Each of these shifts opened a window through which new entrepreneurs could enter, and enter they did.
But as Episode 3 documented, these new businesses were overwhelmingly small. The average jobs per establishment birth fell from 8.6 pre-pandemic to a low of about 4.5. The explosion in birth counts was partially offset by the decline in birth size. Many of the new businesses were solo operations or partnerships: freelance consultants who incorporated, DoorDash drivers who formed LLCs, Airbnb hosts who registered as businesses. They were real establishments by the BDS definition, but they were not hiring the way traditional startups had. By Q4 2021, the economy was creating 380,000 new establishments per quarter but only 254,000 of those quarters’ new deaths — a birth-to-death ratio of 1.50, the highest since 2006. The creation side of creative destruction was running hotter than it had in fifteen years. The question was whether it would last.
It didn’t. By Q1 2023, the gain rate had fallen from its pandemic peak of 9.5% (Q3 2020) back to 6.3%, barely above its pre-pandemic level. By Q1 2024, it was 5.6% — actually below pre-pandemic. The loss rate, which had spiked to 16.8% and then dropped to 5.4% during the rebound, had settled back to 5.5% by Q1 2024. Establishment births, after peaking at 380,000, fell to 327,000 by Q1 2024 — still above pre-pandemic (260,000) but clearly decelerating. Meanwhile, establishment deaths climbed from 210,000 in Q1 2021 to 291,000 in Q1 2023, as many of the pandemic-era startups failed.
The total churn rate tells the story most cleanly. It went from 50.7% in 2019 (Q1) to a pandemic high before settling at 47.8% by 2024. The pandemic did not permanently reset the economy’s metabolic rate. It produced a temporary spike — a sugar rush of creative destruction — that faded as the extraordinary conditions that produced it (mass layoffs, government stimulus, behavioral shifts) themselves faded. By 2025, the Q1 churn rate was 47.2%, the lowest in the entire 25-year dataset. The post-pandemic economy is not just back to its pre-pandemic trajectory. It has resumed the long decline, and may even have accelerated it.
The industry data illustrates the fade. Leisure and hospitality, which had surged to a 21.3% churn rate in 2021 as workers flooded back, settled to 16.0% by 2025 — its lowest ever. Transportation, which had boomed as every company tried to become a logistics company, crashed from a gain rate of 11.0% in Q4 2021 to 4.3% in Q1 2024, with a loss rate of 6.9% reflecting the unwinding of the pandemic over-build. Information, the “tech” sector, went from a gain rate of 7.8% in Q4 2021 to 4.2% by Q1 2025, as the layoffs at Meta, Google, Amazon, and Microsoft worked their way through the data.
The pandemic’s legacy is therefore ambiguous. It demonstrated that the American economy is capable of high dynamism — that the declining churn rate is not a physical law but a reflection of circumstances that can, in principle, change. But it also demonstrated that the forces driving the decline are powerful enough to reassert themselves even after the most dramatic disruption in modern economic history. The pandemic broke the staircase for two years, but the staircase rebuilt itself, and it is now going down again.
| Industry | Gain Pre | Gain Lock. | Gain Boom | Loss Lock. |
|---|---|---|---|---|
| Leisure & hospitality | 8.2% | 4.8% | 11.1% | 45.9% |
| Other services | 7.2% | 4.9% | 9.1% | 26.9% |
| Natural resources | 12.4% | 12.2% | 13.1% | 20.3% |
| Retail trade | 5.8% | 6.1% | 6.0% | 16.6% |
| Information | 5.8% | 3.6% | 7.8% | 15.0% |
| Transportation | 5.5% | 8.0% | 11.0% | 15.1% |
| Prof. & business svcs | 6.4% | 5.7% | 9.1% | 14.2% |
| Construction | 9.4% | 7.5% | 9.7% | 14.1% |
| Ed. & health services | 4.5% | 2.9% | 5.5% | 10.7% |
| Wholesale trade | 4.5% | 3.6% | 6.2% | 10.6% |
| Manufacturing | 3.2% | 2.2% | 4.7% | 9.3% |
| Financial activities | 4.5% | 3.9% | 6.1% | 7.7% |
| Utilities | 2.6% | 1.9% | 3.4% | 2.6% |
COVID-19 was the only event in 25 years of BDS data that reversed the decline in American business dynamism. The loss rate of 16.8% in Q2 2020 was more than double the GFC’s worst quarter. The rebound gain rate of 9.5% was a record. Establishment births hit 380,000 in Q4 2021, 46% above pre-pandemic. For two years, creative destruction ran hotter than at any point in a generation.
Then it stopped. By 2024, the gain rate was 5.6% — below pre-pandemic. The churn rate of 47.8% was lower than 2019’s 50.7%. The pandemic was a sugar rush, not a structural reset. The forces driving the long decline in dynamism — market concentration, regulatory burden, demographic aging, declining geographic mobility — proved stronger than the most violent disruption in modern economic history. The staircase rebuilt itself.
Next: Episode 10 assembles the full scoreboard — 25 years of American creative destruction in one final reckoning.