Jason Furman Profile picture
Jan 7, 2022 6 tweets 3 min read Read on X
Willie Powell and my new @PIIE blog on the latest employment numbers--and looking back at 2021 and the COVID recession and its aftermath.

Short version: very rapid progress, still not all the way there, uncertainty looking forward.

A 🧵.

piie.com/blogs/realtime…
The economy added 6.4 million jobs in 2021, a 4.5 percent increase in jobs. that makes 2021 the seventh fastest year for job creation since the aftermath of World War II.
The unemployment rose very rapidly in March & April 2020 but then it has fallen rapidly ever since. Cumulatively the unemployment rate was 6.5 point-years above it's pre-recession value. That is about typical for postwar recessions and much better than the financial crisis.
The unemployment rate is falling much faster than forecast. Now is well below what the Survey of Professional Forecasters expected in every forecast they have made since the pandemic hit. BUT, labor force participation would likely be worse than what they would have forecasted.
Employment rates are still down relative to pre-pandemic for most age-sex groups. A larger fraction of men than women have stopped working with larger employment declines for the prime-age population than for younger people (whose employment has gone up) or retirement age.
Overall employment is 2.7 million workers short of what CBO forecast prior to the pandemic while jobs (based on surveying employers) are 4.4 million short. This indicates that there is still work to do. FIN.

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More from @jasonfurman

Dec 23, 2025
Depending on how you look at it growth in Q3 was very very strong or very strong or just possibly merely strong. Annual rates:

GDP: 4.3%
Real final sales to domestic purchasers: 2.9%
Average of GDP & GDI: 3.4%
GDI: 2.4% Image
A big part of the story was consumer spending up at a 3.5% annual rate. Started the year looking weak but new data and revisions have made consumers very strong. Image
Business fixed investment a bit weaker but also very heterogenous. Equipment investment and IPP up but non-residential structures down for the seventh straight quarter. Image
Read 8 tweets
Dec 5, 2025
Core PCE inflation. Annual rates:

1 month: 2.4%
3 months: 2.7%
6 months: 2.7%
12 months 2.8% Image
Full set of numbers. Image
What leaps out is how low housing inflation was in September, something we already saw in the CPI. I wouldn't expect that to last. Image
Read 8 tweets
Nov 17, 2025
Several thoughts on that piece by @nealemahoney & @BharatRamamurti in @nytopinion. Image
1. They claim price controls are good politically. I'm very open to this being true, I'm under no illusion that what I think is good policy is particularly well correlated with good politics. But I am genuinely interested in more evidence beyond the brief observations they make. Image
2. They claim that even if you think price controls are a bad idea they can help you pass supply-increasing legislation that is on balance good. Once again, I'm open to this. And in government I've often done 3rd, 7th or 12th best policies because of constraints. Image
Read 13 tweets
Oct 26, 2025
The Federal minimum wage was established in 1938.

It was in effect for about 85 years.

It has now, for better or worse, been effectively abolished. Image
The last three legislated increases in the minimum wage were bipartisan:

1989: President Bush (41) and a Democratic Congress
1996: President Clinton and a Republican Congress
2007: President Bush (43) and a Democratic Congress
Prices are up about 50% since it was increased to $7.25/hr in 2009.

As a result the inflation-adjusted minimum wage is about the lowest it has ever been. The productivity-adjusted min wage is the lowest it has ever been.

Only 1% of workers nationwide are paid at or below that.
Read 9 tweets
Oct 24, 2025
The government made the reasonable decision to release CPI data because needed to calculate Social Security COLAs.

Quick summary, core CPI annual rate:
1 month: 2.8%
3 months: 3.6%
6 months: 3.0%
12 months: 3.0% Image
Here are the full set of numbers. Image
The most helpful visualization of the persistent and, to some degree, resurgence of core inflation is this. Four straight months of strong core goods inflation largely due to tariffs. Plus services inflation remains reasonably strong. Image
Read 6 tweets
Sep 25, 2025
A big upward revision for GDP, was a 3.8% annual rate (up from 3.0% in the advance estimate). For H1 GDP up at a 1.6% annual rate.

The biggest change was consumption which was 2.5% annual rate (up from 1.4% in the advance). Business fixed investment strong, residential weak. Image
Here is quarterly consumer spending. It looked like it was really slowing but with this upward revision and the July and August indications it's looking much more healthy. Image
Business fixed investment has been strong. It is unclear how much of this is pulling forward of capital equipment imports to get ahead of tariffs and how much is sustainable. (Note disaggregating structures have been falling while equipment is rising, reducing a disconnect.)
Read 5 tweets

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