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

Sep 6
Overall the jobs report is reassuring. A healthy 142K jobs added, average weekly hours increased, participation stayed the same, and most importantly the unemployment rate fell back to 4.2%.

Pace of job growth (adjusting for benchmark revision) mostly unchanged over last year. Image
Here's the unemployment rate. It is what most people were watching most closely because of difficulties measuring monthly jobs and knowing what numbers for them are hot or cold. It broke from four increases in a row to tick down as the surge in temporary layoffs receded a little. Image
Reason to be cautious as the Sahm rule is still triggered. I don't find the mitigating arguments fully persuasive (e.g., the increase is due to labor supply not demand or hiring down not firing up). But more important, may simply be like other recession indicators-very imperfect. Image
Read 11 tweets
Sep 2
Hopefully last words on capital gains taxes.

The platonic ideal in standard tax theory is:

1. Do not tax the normal return to capital, instead tax consumption.

2. IF you're taxing capital gains, better to tax a broader base & lower rate with more neutrality, so tax accruals.
I come back to this below, the Platonic ideal may not be achievable in practice. And the "standard" theory may be wrong because it leaves out important considerations. But still, worth taking seriously.
On the second, the argument is that FOR A GIVEN LEVEL OF CAPITAL TAXATION it is better to have a broader base and a lower rate. A [10%] capital gains tax on accrued gains leads to less distortions than a 23.8% tax on realized gains.
Read 13 tweets
Aug 14
Core CPI inflation (which excludes volatile food and energy) was moderate for the third straight month in a row in July. At an annual rate:

1 month: 2.0%
3 months: 1.6%
6 months: 2.8%
12 months: 3.2% Image
Moreover, the relatively little core inflation we've had in the last three months was more than entirely shelter. If you take shelter out then the annual rates are:

1 month: -0.2%
3 months: -0.3%
6 months: 1.5%
12 months: 1.8% Image
Before I go any further here are the full set of numbers. Image
Read 12 tweets
Aug 2
The big news in this morning's job release is the unemployment rate up to 4.3% while job growth slows to 114K, wage growth slows and average weekly hours fall. The only contra-indicator was labor force participation up 0.1pp. Image
The Sahm recession indicator has triggered. This is a variant of a rule Goldman Sachs economists developed--and was the basis for the fiscal stimulus calls that many of us were making in late 2007 and early 2008 when there was a similar run-up of unemployment. Image
There are stories now about the unemployment rate increase being inflows of immigrants. And we're not seeing increase in layoffs that are more reassuring than the past. But it is still unnerving to see what has been a reliable signal in the past get triggered.
Read 12 tweets
Jul 30
The ratio of job openings to the unemployed fell further and is now *below* where it was pre-COVID.

Feb 2020: 1.22
Mar 2022: 2.01
May 2024: 1.24
June 2024: 1.20 Image
At the same time openings are a little above pre-COVID and quits are a little below it. Image
Second month in a row we're back on the pre-COVID Beveridge curve. Image
Read 5 tweets
Jul 26
Core PCE came in moderate for the month of June. Annual rates:

1 month: 2.2%
3 months: 2.3%
6 months: 3.4%
12 months: 2.6% Image
Here are the full set of numbers I'll be discussing in this thread. Image
Before I go any further, here is actual inflation (including food and energy). It was basically non-existent in May and June as sharp falls in energy prices nearly offset all the other price increases (food price growth was moderate). Image
Read 10 tweets

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