Jason Furman Profile picture
Dec 3, 2021 10 tweets 4 min read Read on X
Willie Powell & my blog on today's (confusing) jobs numbers. We put the last year in context. Contrary to widespread belief, job growth has been near expectations--as surprisingly strong labor demand offsets surprisingly weak labor supply. A 🧵 piie.com/blogs/realtime…
To understand what was expected we use the median forecast from the Survey of Professional Forecasters. Other forecasts were similar. Overall, has slightly outpaced. Here is avg monthly jobs for 2021:

Nov 2020 forecast: 432K/month
May 2021 forecast: 562K/month
Actual: 555K/month Image
Similar story for unemployment. Back in May (the first forecast that incorporated the American Rescue Plan) the SPF expected the UR to be about 4.9% in Nov, instead it was 4.2%.

(Note, they don’t forecast labor force participation but likely would be worse than expected.)
But not everything has played out as expected, there have been two big surprises: a decline in labor supply and an increase in labor demand. They've roughly offset each other for employment but both have led to higher nominal wages. Image
(Technical note: we think of labor supply/demand as functions of *real* wages. I'm showing nominal due to a combo of wage illusion and expectation of transitory inflation. Both assumptions becoming increasingly untenable.)
Willie and I decompose the 1.5 pp decline in LFPR since COVID hit and find it is roughly one-third due to population aging, one-fifth due to ongoing weakness, and nearly half is "other." That "other" is both men and women, working age and retirement age. ImageImage
At the same time there were 0.6 unemployed per job opening, a very tight labor market by that metric. Image
Different labor market indicators sending different signals. EPOP is still relatively slack, UR more balanced, & U/V and quits very tight. Which is right? The latter two have a lot of merit and worth taking seriously as Willie & I discussed before piie.com/blogs/realtime… Image
The net result of this is nominal wages well above trend, something unusual if all you looked at is unemployment. Overall, those gains are being eaten by inflation—except for lower-wage workers who are seeing real gains, albeit at a slower pace than before COVID. ImageImage
Overall, the economy is 5 million jobs short of where it was expected to be prior to COVID. The gap is closing but fiscal and monetary policy should still be accommodative—as they are very likely to be. FIN. Image

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More from @jasonfurman

Apr 10
New NYT: CPI was super hot. But core was relatively tame. Two huge one-time factors raising inflation: tariffs & Iran. Fed can't solve them because they're not about excessive demand. Only Trump or time can solve.

Now the usual wonky thread I didn't have time for before. Image
Before I go on with the numbers, here's a link to the new piece. nytimes.com/2026/04/10/opi…
And here are the full set of numbers.

Note Core CPI annual rate:
1 month: 2.4%
3 months: 2.9%
6 months: 2.3%
12 months: 2.6% Image
Read 10 tweets
Apr 3
The job market continues to be reasonably good (for an aging workforce with low net immigration).

178K jobs in March, much a bounceback from strikes and weather that resulted in -133K (revised) in February. The three month average is 68K.

Urate ticked down to 4.3%. Image
We're past the large shifts in government jobs that were confusing the interpretation of overall jobs numbers last year. But still, I'll show you the private numbers (possibly the last time until needed again)--you can see the difference between this and total from last year. Image
The stability of the unemployment rate is extraordinary and unprecedented. It is 4.3% now, only 0.1pp higher than it was 12 months ago.

Note estimates of breakeven job growth range from about 0K to 50K/month. Don't need a lot of new jobs to keep unemployment from rising. Image
Read 7 tweets
Mar 6
Jobs report uniformly weak: 92K jobs lost (with job losses in almost every industry), household survey employment down too, unemployment rate up to 4.4%, participation down, avg weekly hours flat.

Main sign in the other direction was strong wage growth. Image
The dynamics for private employment look just like overall (86K lost in private with govt basically flat. Image
Unemployment rate still stable or slightly rising. Breakeven job growth is in the 25-50K range so negative jobs months will be more common and normal going forward. Note 3-month moving average of jobs is 6K so a bit below this range. Image
Read 8 tweets
Feb 20
A strong finish to the year for core PCE inflation. And not "strong" in a good way.

Annual growth rates.
1 month: 4.3%
3 months: 3.1%
6 months: 2.9%
12 months: 3.0% Image
Full numbers. Image
Market-based measures remain a bit lower--but were also elevated in December. Image
Read 7 tweets
Feb 19
More than *all* of the jobs added over the last year have been in private education & health services.

Total jobs: 359K
Private education & health services: 773K
All other sectors: -414K

This might look surprisingly unbalanced. It's actually the opposite.

A 🧵 Image
Here is percentage job growth across sectors over the last year. Dropping the two most extreme they range from 0.8% for leisure & hospitality to -1.5% for information, a 2.2pp difference.

(Note this post generally uses 3 month moving averages to smooth otherwise volatile data.) Image
This is job growth in 1996. It looks more balanced than 2025 because every industry added jobs. But actually the gap between the second highest (professional services at 5.1%) and second lowest (mining at 0.4%) is 4.7pp. Much more dispersed than this year. Image
Read 9 tweets
Feb 13
Core CPI inflation rose during the month of January. But it fell and was relatively muted over longer periods of time--although still some concern the numbers a bit lower due to shutdown-related quirks.

Annual rates:
1 month: 3.3%
6 months: 2.5%
12 months: 2.5% Image
Here are the full numbers. Sadly no data for October because of shutdown so can't compute 3 month changes. Image
Core goods inflation was high as the tariffs were kicking in but has basically gone away and I don't think there is much reason to expect it back.

If you wanted to make yourself nervous could focus on resurgence of core services, does that reflect underlying inflation pressures? Image
Read 7 tweets

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