Daniel Zhao Profile picture
Feb 4 19 tweets 11 min read
Today's January #JobsReport is significantly stronger than expected. Job gains totaled 467,000 even as Omicron drove record high COVID cases. Unemployment ticked up to 4.0%

Huge payroll revisions too: Dec up to 510,000 from 199,000. Nov up to 647,000 from 249,000.

1/
Charts will be slow this morning, but 2 more things:
-Labor force participation ticks up to 62.2%
-Weekly hours were down 0.2 hrs, employee absence due to illness up to 3.6 million, a new record high; showing Omicron had impact even if it reverse slow jobs growth

#JobsReport 2/
Slipping in a few charts while I can: we added 467,000 jobs in January. In hindsight, the end of year slowdown no longer looks as dramatic. Despite Omicron now *and* Delta in the late fall, jobs growth stayed surprisingly strong.

#JobsReport 3/
Job gains were broad-based. Even COVID-sensitive sectors like leisure & hospitality added 151,000 jobs. #Retail (+61,400), transportation & warehousing (+54,200) saw large gains despite the end of the holiday season, perhaps as employers held onto temp workers.

#JobsReport 4/
The surge in payroll gains now leaves us 2.9 million short of pre-crisis levels (or -1.9%). But you can see visually how much revisions have helped the picture. Now seems like the job market recovery was plowing ahead through the last few months.

#JobsReport 5/
One place that the Omicron impact *did* show up is a drop in average weekly hours from 34.7 to 34.5 as Omicron rippled thru the workforce & employees worked less due to illness, quarantine, family obligations, etc.

#JobsReport 6/
Average hourly earnings rose 5.7 percent year-over-year, though unclear whether that might be due to compositional effects with lower-wage workers more exposed to COVID and more likely to work less during January

#JobsReport 7/
That being said, wage growth in leisure & hospitality—one of the most COVID-exposed sectors—for production & nonsupervisory workers moderated only slightly to 15% year-over-year.

#JobsReport 8/
On the household survey: the unemployment rate ticked up to 4.0 percent from 3.9 percent. Still fairly low and on the back of strong labor force participation gains (+0.3 pp to 62.2 percent). Employers are still hiring & workers are still looking.

#JobsReport 8/
Looking at it again, seems like most of the labor force participation gains are coming from the population revisions. So not so much that LFP rose last month; more that it was actually slightly stronger in 2021 than initially estimated

#JobsReport 10/
The Black unemployment rate fell to 6.9%, though improvement has been unsteady. Even now the Black unemployment rate is more than double the white unemployment rate for the 2nd month in a row.

#JobsReport 11/
And another place where Omicron impact is showing up is employee absences due to illness, which surged to a record high of 3.6 million in Jan. Even if Omicron is less severe, its wide spread still has an extremely disruptive impact on workers & businesses alike.

#JobsReport 12/
Now to some of the nitty-gritty... Benchmark revisions! Payroll employment for March 2021 was revised upward 374,000 despite initial estimates of -166,000. Basically, jobs growth was much smoother in 2021 than initially reported.

#JobsReport 13/
Alas, the benchmark revisions do mean that the >1 million job gains from last June have been revised away. But happy to "trade away" a 1-million-job month for a few extra hundred thousand jobs.

#JobsReport 14/
Here are the pre/post-revision numbers on an annual basis. 2020 and 2021 both slightly better than initially reported. 2021 saw 6.7 million gains (up from 6.4 million), a even higher record high.

#JobsReport 15/
Here are the revisions by industry. Some interesting notes:
-Government seasonal adjustments have been smoothed out! 🥳
-Weaker growth in leisure & hospitality than initial ly reported
-Transportation & warehousing on a tear

#JobsReport 16/
Look how smooth those seasonally adjusted education payrolls are now! (linked tweet has what the SA looked like prior to this week)



#JobsReport 17/
Accidentally skipped this chart earlier, but post-revisions, professional & business services + transportation & warehousing are now well above pre-pandemic levels. Job shortfalls are still heavily concentrated in leisure & hospitality, education, health care

#JobsReport 18/
#Remotework surged in January as Omicron pushed employers to reverse return-to-office plans.

Probably will be my last charts for today (but no promises)

#JobsReport 19/

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More from @DanielBZhao

Feb 1
Job openings rose to 10.9 million in Dec, again approaching record highs despite the surging Omicron wave.

Even though Omicron is pushing COVID to record levels, employers are hoping that the wave will be temporary & are keeping jobs open for when the wave recedes.

#JOLTS 1/
The increase in job openings in Dec was concentrated in accommodation & food services, despite the impact of Omicron. Job openings in the sector are lower than the summer peak of 1.67 million, but still up significantly over the pre-pandemic record of 1.02 million.

#JOLTS 2/
Quits fell slightly, but still, 4.3 million Americans quit their jobs in December—down only modestly from last month's record highs.

#JOLTS 3/
Read 6 tweets
Jan 4
Job openings fell to 10.6 million in Nov, still near record highs but lower as the resurgent Delta wave in Nov crimped demand for workers, even before the impacts of Delta are fully felt.

#JOLTS 1/
The slowdown was primarily in accommodation & food services (no surprise worker demand there falls as the pandemic worsens). Job openings in accommodation & food services are at their lowest since April 2021, though they're still up 62% over the course of the pandemic.

#JOLTS 2/
Despite the drop in job openings, the number of unemployed per job opening fell to 0.65 in Nov (or 1.54 job opening per unemployed worker). A year ago, this figure was reversed with 1.59 unemployed per job opening.

#JOLTS 3/
Read 8 tweets
Dec 8, 2021
Job openings rebounded to 11 million in Oct, just barely below record highs.

Job openings are rising again after the peak of the Delta slowdown in Sep and as hiring in leisure & hospitality picks up again.

#JOLTS 1/
The increase in job openings was concentrated in accommodation & food services as employers felt more comfortable hiring with the Delta wave starting to wane in Oct. Remains to be seen whether that will continue in Nov given the slow #jobsreport we saw last Fri.

#JOLTS 2/
There are 0.67 unemployed workers per job opening (or ~1.5 job openings per unemployed), the largest imbalance since the JOLTS survey began in 2000.

In raw terms, if every unemployed worker was matched to a job, there would be 3.6 million unfilled jobs leftover.

#JOLTS 3/
Read 7 tweets
Oct 22, 2021
New BLS state #JOLTS data today! Playing around with it:
-Hires per job opening don't seem to be improving in August
-Gap seems roughly stable btwn states withdrawing early from UI vs those not
-UI withdrawal proponents would want to see evidence of hires/opening ⬆️ , gap ⬆️
Consistent w/ the rough comparisons in state employment data released this morning as well. See @bencasselman's thread for findings & appropriate caveats (most of which apply to the JOLTS data too):
The longer history shows the gap is not very stable btwn groups & the range of values is very wide, emphasizing the difficulties in this type of analysis.

Interestingly, early withdrawing states have generally had higher hire yields except early in the pandemic.
Read 4 tweets
Oct 21, 2021
The answer is yes. The Oct '21 Beige Book is the 1st time "mental health" for workers has been discussed

Mental health has only been mentioned 6 times previously. The 1st mention was in Apr 2020 & all prior mentions were about demand for mental health services, not worker health
And this pairs nicely with new research from @LaurenTEcon out today finding employee discussions of mental health & burnout on @Glassdoor have more than doubled since the pandemic began:

Overall, this is also part of a broader emphasis on company culture & employee engagement that has grown since the Great Recession and first appeared in the Beige Book in 2017.
Read 4 tweets
Oct 21, 2021
Initial UI claims SA fell slightly last week to 290K, hitting another new intra-crisis low.

Initial claims are continuing to decline as the Delta wave recedes. Delta is on the downswing but cases are still elevated, suggesting further room for improvement.

#joblessclaims 1/
Initial PUA claims have dropped to 2K as backdated claims fade post-expiration.

The last day to file a backdated claim was 10/6 in CA, which accounted for >2/3rd of new PUA claims in the U.S. 2 wks ago.

#joblessclaims 2/
Continuing UI claims (SA) hit another intra-crisis low too, at 2.48 million. The decline has accelerated since mid-September, perhaps due to increased hiring after the Delta wave peaked in early-to-mid September

#joblessclaims 3/
Read 4 tweets

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