Adam Ozimek Profile picture
Jul 16 9 tweets 3 min read Read on X
The economics profession is still not grappling with the magnitude of the intellectual error in underestimating full employment. I think it is worth rewinding the clock to see how badly the story was missed....
In 2018, Kearney and Abraham wrote a paper about the decline in employment ratios. They used data through 2016, and in it make zero mention of whether the incomplete recovery from the Great Recession was a factor. pinguet.free.fr/nber24333.pdf
Here is their table of what mattered and estimates of how much it mattered. Effects range from food stamps to the minimum wage to robots and trade. But nothing about the incomplete Great Recession recovery Image
The average prime employment rate in 2016 was 77.9%. Today it is 80.8%, a 2.9 pp improvement.

This is more than half of the 4.5 decline in their data, swamping trade, robots, and any other estimated effects.
The paper was updated in August, 2019. Given that prime employmen had risen to 80.0, a 2.1 pp increase since the first draft, surely the slow recovery from the Great Recession should be added in to the new draft. nber.org/system/files/w…
Yet even at this late date, the conventional academic wisdom on this question remained focused on structural stories. This is what they added about the Great Recession.

They note the possibility but given lack of evidence, have nothing more to say. Image
The paper was finally published in 2020 in the prestigious Journal of Economic Literature. Still at that date, the Great Recession is given a paragraph and "we do not have more to say" given the lack of evidence.
I want to emphasize that Abraham and Kearney are great economists who care a lot about this issue. You can also find the legendary Alan Krueger in 2015 argued "if anything , the standard U-3 measure of the unemployment rate understates the degree of labor market tightness in the current environment." econstor.eu/bitstream/1041…
This was a major failure of the profession, the backdrop for why the Fed began raising rates way too soon. I don't think we have really grappled with it, and the salutary effects of full employment remain underemphasized today.

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More from @ModeledBehavior

Jun 25
New report out today with @LettieriDC and @BenGlasner on an important question: how much progress has there been for the American worker? I want to get into the weeds a little bit on the methodological debate in this thread…eig.org/american-worke…
@LettieriDC @BenGlasner Real wages are notoriously hard to measure, so we will always have some disagreement. But we argue there actually should be a consensus that real wages have not stagnated. Yet you hear this stagnation claim all the time! Even from experts.
@LettieriDC @BenGlasner For example, in a recent Journal of Labor Economics article, Hurst and Kahn write: "... since the early 1980s, measured median real hourly compensation has been stagnant despite robust productivity growth." journals.uchicago.edu/doi/abs/10.108…
Read 12 tweets
Oct 24, 2023
It's time to talk about labor market utilization indicators.

Domash and Summers wrote that U3 was the better measure of labor market slack than prime age employment rate, and thus wage growth was going to remain high bc labor markets were very tight...
They wrote "the unemployment rate is more important than the prime-age employment ratio in predicting wage inflation". And they argued labor supply is unlikely to come back. Thus there was reason to be pessimistic wage growth would be reduced except by demand reduction alone...
The alternative view was the prime epop was the best indicator of labor market slack in equilibrium, and that the wage pressure we experienced was at least in some substantial portion a departure from that equilibrium. Contra Summers, this suggested room for labor supply to help
Read 9 tweets
Aug 3, 2023
I honestly don't think its very mysterious why the public isnt' thrilled with the economy yet. Pandemic economy was a chaotic high inflation mess & people haven't moved on yet. Please tell me the economic rule that says as soon as the problem is fading people must be thrilled
Its very hard to find a house, and prices haven't actually fallen except for a handful of things. The world feels more expensive. And by the way, people can tell that stimulus played a role. Just give it time and hope we keep making further progress, which we should.
Normal people know that there was a ton of money pushed out in the pandemic that made people less willing to work for some time, and this lack of workers created goods & input shortages, problems that have taken a long time to dig out of even as people have come back to work.
Read 7 tweets
Jun 13, 2023
Inflation & wage growth are unequivocally coming down despite the theory that this could not happen without significant increase in unemployment.

Its important to revisit this claim not for some intellectual victory lap, but to look at which assumptions need revising...
Summers outlined the assumptions clearly to @JHWeissmann in this post: slate.com/business/2022/… Image
@JHWeissmann The two key components are the sacrifice ratio and NAIRU. Now the sacrifice ratio tells you how much extra U you need to reduce inflation by 1pp. Since U hasn't gone up, ignoring month to month volatility, this can't be the incorrect assumption.
Read 12 tweets
Jun 3, 2023
Folks like @balajis seem to imagine that to make methodological criticisms of the BLS necessitates the absurd claim of fraud, and that there is some deference issue causing blindness. I wrote a 100+ page dissertation criticizing BLS methods. scholarshare.temple.edu/handle/20.500.…
Institutions can be corrupt but it’s helpful to have basic institutional awareness before lobbing such accusations. If you think the BLS is corrupt by the fed, for example, you literally don’t understand how they function
If you think the BLS is well described by “the western financial system”, you don’t understand. Responsible people do homework before slinging accusations like this
Read 6 tweets
Jun 2, 2023
So the big gap between payroll and household is that self employment declined by 369k. Wage and salary employment in the household survey went up 129k.
Since Feb '23, self-employment unincorporated is down 607k. So we're seeing a lot of return to payrolls from self-employment. Now thats a small sample, so caveat emptor, but if so that is less aggregate labor impact than the payrolls would otherwise suggest.
Will have to wait until Fred updates, but some of this has been offset by growth in incorporated self-employment.

Incorporated SE is up compared to pre-pandemic, while unincorporated is back down to pre-pandemic levels.
Read 4 tweets

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