Saturday, June 8, 2019
Weekly Indicators for June 3 - 7 at Seeking Alpha
- by New Deal democrat
My Weekly Indicators post is up at Seeking Alpha.
Last year’s (relatively) high interest rates, along with Trump’s chaotic tariff and trade policies, have weakened the economy enough that lower mid- and long-term interest rates have arrived, and lower Fed funds rates are all but a certainty.
But will that be enough?
As usual, clicking over and reading should be educational for you, and reward me with a few pennies for my work.
Friday, June 7, 2019
May jobs report: this is the kind of report you see at negative inflection points
- by New Deal democrat
HEADLINES:
- +75,000 jobs added
- U3 unemployment rate unchanged at 3.6%
- U6 underemployment rate declined -0.2% from 7.3% to 7.1% (new expansion low)
Leading employment indicators of a slowdown or recession
I am highlighting these because many leading indicators overall strongly suggest that an employment slowdown is coming. The following more leading numbers in the report tell us about where the economy is likely to be a few months from now. These were mixed m/m, but several are now sending significant negative signals.
- the average manufacturing workweek declined -0.1 from 40.7 hours to 40.6 hours. This is one of the 10 components of the LEI. It is down -0.7 hours from its peak during this expansion. This has now crossed the threshold to being consistent with an oncoming recession.
- Manufacturing jobs rose by 3,000. YoY manufacturing is up 184,000, a big deceleration from last summer’s pace.
- construction jobs rose by 4,000. YoY construction jobs are up 215,000, also a deceleration from last summer. Residential construction jobs, which are even more leading, fell by -100, the second monthly decline in a row, a signal that the housing slowdown from last year has finally bled through into jobs.
- temporary jobs rose by 5100, but April was revised down by about 4500. YoY these are up +44,000.
- the number of people unemployed for 5 weeks or less rose by 243,000 from 1,904,000 to 2,147,000. The post-recession low was last month.
Wages and participation rates
Here are the headlines on wages and the broader measures of underemployment:
Here are the headlines on wages and the broader measures of underemployment:
- Not in Labor Force, but Want a Job Now: declined by -76,000 from 5.121 million to 5.045 million
- Part time for economic reasons: declined by -299,000 from 4.654 million to 4.355 million
- Employment/population ratio ages 25-54: unchanged at 79.7% (down -0.2 from its peak in January and February).
- Average Hourly Earnings for Production and Nonsupervisory Personnel: rose $.07 from $23.31 to $23.38, up +3.2% YoY. (Note: you may be reading different information about wages elsewhere. They are citing average wages for all private workers. I use wages for nonsupervisory personnel, to come closer to the situation for ordinary workers.)
Holding Trump accountable on manufacturing and mining jobs
Trump specifically campaigned on bringing back manufacturing and mining jobs. Is he keeping this promise?
Trump specifically campaigned on bringing back manufacturing and mining jobs. Is he keeping this promise?
- Manufacturing jobs rose an average of +14,500/month in the past year vs. the last seven years of Obama's presidency in which an average of +10,300 manufacturing jobs were added each month.
- Coal mining jobs rose by 500 for an average of +75/month in the past year vs. the last seven years of Obama's presidency in which an average of -300 jobs were lost each month
Other important coincident indicators help us paint a more complete picture of the present:
- Overtime was unchanged at 3.4 hours.
- Professional and business employment (generally higher-paying jobs) rose by 33,000 and is up +498,000 YoY. This has also decelerated from last year’s pace.
- the index of aggregate hours worked for non-managerial workers fell by -0.3%
- the index of aggregate payrolls for non-managerial workers rose by 0.1%
Other news included:
- the alternate jobs number contained in the more volatile household survey rose by 113,000 jobs. This represents an increase of 1,219,000 jobs YoY vs. 2,350,000 in the establishment survey. This survey, which has been negative three months this year, was a major disconnect from the establishment number. The household survey has a tendency to turn first, and this month it showed up in the establishment survey.
- Government jobs fell by -15,000.
- the overall employment to population ratio for all ages 16 and up was unchanged at 60.6% m/m and is up 0.2% YoY.
- The labor force participation rate was unchanged at 62.8% m/m and is unchanged YoY.
SUMMARY
The household survey has a reputation of turning first at inflection points. For the first four months this year, the household survey was poor, while the establishment survey was on a tear. This month, proving the adage, the establishment survey punted, even as the household survey improved somewhat.
Let me start with the positives: although it was small, job growth held up in the construction, manufacturing, and temporary jobs sectors (although residential construction jobs did decline slightly). On the margins of the employed, both involuntary part time employment, and those who aren’t looking but want a job now, declined, causing the underemployment rate to fall to yet another expansion low.
But there are plenty of negatives: not just the poor headline number, but the big negative revisions to the last two months (this is also something that tends to happen at turning points). The most leading of all the employment measures, the manufacturing workweek, is now down -0.7 hours from peak. Over the past 70 years, this has more often than not signaled a coming recession. The prime age employment to population ratio is now significantly down from its expansion peak at the beginning of this year. Aggregate hours for non-managerial workers also declined, as did the rate of YoY wage growth.
So far this year jobs have grown by an average of 164,000 a month. YoY job growth has now significantly turned down from its peak at the beginning of this year.
This kind of report does not scream “recession,” but on the other hand it is consistent with the onset of recession by the end of this year. Because inflation is under the Fed’s target, it will make it very easy for the Fed to justify a rate cut, possibly as early as this month’s meeting.
Thursday, June 6, 2019
Initial claims still show no signs of stress
- by New Deal democrat
As you may recall from last week, I am starting to monitor initial jobless claims to see if there are any signs of stress.
My two thresholds are:
1. If the four week average on claims is more than 10% above its expansion low.
2. If the YoY% change in the monthly average turns higher.
Let’s take a look through today, and also see how that might play out in tomorrow’ jobs report.
First, the four week average is only 7.5% above its recent low:
Second, the YoY% change in the monthly average is still lower by about -2.5%:
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)
Finally, since initial claims tend to slightly lead the unemployment rate, here’s a look at the YoY% change in the four week average (blue) compared with the YoY change in the unemployment rate (red):
![](data:image/png;base64,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)
Since initial claims have still been generally trending lower - at least slightly - YoY, I am anticipating that the unemployment rate will remain slightly lower than last May’s reading of 3.8%. I suspect it will tick up from 3.6% to 3.7%. In any event, we’ll find out tomorrow morning.
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