Can anyone believe these reports anymore?
Initial Thoughts
Assuming one believes the data, we have a huge surge in employment starting December of 2024 as data from ADP weakens.
That trend continues today with ADP reporting 37,000 private jobs and the BLS reporting 140,000 private jobs.
Job Report Details
- Nonfarm Payroll: +139,000 to 159,561,000 – Establishment Survey
- Civilian Non-institutional Population: +188,000 to 273,385,000
- Civilian Labor Force: -625,000 to 170,510,000 – Household Survey
- Participation Rate: -0.2 to 62.4% – Household Survey
- Employment: -696,000 to 163,273,000 – Household Survey
- Unemployment: +71,000 to 7,237,000 – Household Survey
- Baseline Unemployment Rate: +0.0 to 4.2% – Household Survey
- Not in Labor Force: +813,000 to 102,088,000 – Household Survey
- U-6 unemployment: +0.0 to 7.8% – Household Survey
Nonfarm Payrolls Change by Sector

These are generally low-paying jobs. Everything else is very weak. I suspect churn and double-counting.
Monthly Change in Nonfarm Payrolls

Monthly Revisions
- The change in total nonfarm payroll employment for March was revised down by 65,000, from +185,000 to +120,000.
- The change for April was revised down by 30,000, from +177,000 to +147,000.
- With these revisions, employment in March and April combined is 95,000 lower than previously reported.
Revisions went the expected way. More negative revisions are on the way.
Part-Time Jobs
- Involuntary Part-Time Work: -66,000 to 4,624,000
- Voluntary Part-Time Work: -135,000 to 22,588,000
- Total Full-Time Work: -377,000 to 134,830,000
- Total Part-Time Work: +33,000 to 28,557,000
- Multiple Job Holders: -283,000 to 8,583,000
The above numbers never total correctly due to the way the BLS makes seasonal adjustments. I list them as reported.
Note that multiple job holders add to nonfarm payrolls but not the number of employed.
Hours and Wages
This data is frequently revised.
- Average weekly hours of all private employees was flat at 34.3 hours.
- Average weekly hours of all private service-providing employees declined by 0.1 hours to 33.2 hours.
- Average weekly hours of manufacturers rose 0.1 hours to 40.1 hours.
An overall decline or rise of a tenth of an hour does not sound line much, but with employment over 160 million, it’s more significant than it appears at first glance.
Hourly Earnings
This data is also frequently revised. Here are the numbers as reported this month.
Average Hourly Earnings of All Nonfarm Workers rose $0.15 to $36.24. A year ago the average wage was $34.89. That’s a gain of 3.9%.
Average hourly earnings of Production and Nonsupervisory Workers rose $0.12 to $31.18. A year ago the average wage was $29.97. That’s a gain of 3.9%.
Unemployment Rate

The Unemployment Rate has been between 4.0 percent and 4.2 percent for 13 straight months.
Do we credit Biden, Trump, the Fed, or the BLS?
Alternative Measures of Unemployment

Table A-15 is where one can find a better approximation of what the unemployment rate really is.
- The official unemployment rate is 4.2 percent.
- U-6 is much higher at 7.8 percent.
Both numbers would be way higher still, were it not for millions dropping out of the labor force over the past few years.
Some of those dropping out of the labor force retired because they wanted to retire. Some dropped out over Covid fears and never returned. Still others took advantage of a strong stock market and retired early.
The rest is disability fraud, forced retirement (need for Social Security income), and discouraged workers.
Birth Death Model
Starting January 2014, I dropped the Birth/Death Model charts from this report.
The birth-death model pertains to the birth and death of corporations not individuals except by implication.
For those who follow the numbers, I retain this caution: Do not subtract the reported Birth-Death number from the reported headline number. That approach is statistically invalid.
Birth-Death Methodology Explained
I gave a detailed explanation of the model and why the hype is wrong in my June 8, 2024 post How Much Did the BLS Birth-Death Adjustment Pad the May Jobs Report?
I repeat, do not subtract the birth-death number from the headline number. That’s flawed.
Household Survey vs. Payroll Survey
- The payroll survey (sometimes called the establishment survey) is the headline jobs number. It is based on employer reporting.
- The household survey is a phone survey conducted by the BLS. It measures employment, unemployment and other factors.
If you work one hour, you are employed. If you don’t have a job and fail to look for one, you are not considered unemployed, rather, you drop out of the labor force.
Looking for job openings on Jooble or Monster or in the want ads does not count as “looking for a job”. You need an actual interview or send out a resume.
These distortions artificially lower the unemployment rate, artificially boost full-time employment, and artificially increase the payroll jobs report every month.
The BLS payroll reports smack of oversampling large employers and undersampling small employers where jobs have been trending lower.
Final Thoughts
Despite all the work I put into these reports, all of the BLS monthly data is total garbage.
I do the best with BLS data that I can, or anyone can.
The quarterly QCEW and Business Employment (BED)reports represent a 96 percent sample. But those reports lag by about 5 months.
As expected, the latest QCEW report does not confirm these numbers. I will cover that separately.
Related Posts
June 5, 2025: Fed Beige Book Shows Only 3 of 12 Regions Growing, 6 Declining
This report reeks of stagflation, defined as rising prices and recession simultaneously.
June 5, 2025: Productivity Declines for the First Time Since 2022 Q2, Labor Costs Soar
Productivity drops 1.5% in 2025 Q1. Unit labor costs jump 6.6%.
June 4, 2025: Trump Demands Fed Rate Cut After Weakest ADP Payroll Report in 2 Years
ADP reported a slim 37,000 private payroll rise for May.


This is happening across many industries due to the advance of AI. When will these losses begin to show up in BLS data? Or perhaps a better question, WILL they be ALLOWED to show up under the Trump Administration?
Here’s an interesting article on the aspect of underemployment and how standard unemployment figures are far from reliable.
This is why our economy is such a mess. Government statistics are designed to help politicians keep spending, which is what most people want from government, not to represent the true state of the economy for doing that would result in politicians having to make very difficult decisions, such as cutting government spending.
“Excluding Federal Government Jobs, Payrolls Grow by 161,000 in May, Wages Jump, Despite All Moaning and Groaning”
Straight from that other guy over at WS.
Looks solid to me.
Hahahaha!
As you well know, there are three labor reports that matter:
Monthly Jobs – Still solid
1st-Time Unemployment Claims – Rising some but not worrisome yet
Continued Claims – Have risen over the last year but still @ 1.9M, non-concerning
None of these numbers are bordering on concern, so there’s no HAHA there.
I agree numbers don’t always add up, but how can both voluntary and involuntary part time work decrease while total part time work increases?
Got cordless reciprocating saw?
Got mechanics creeper?
Got look-out accomplice?
Got get-a-way car?
Got Pt?
Got a brain?
In a country that now has 350 million people in it, a 1390,000 print, with negative revisions for the past two months, is an anemic.
– If you work one hour, you are employed. > That’s absolutely ridiculous! 1Hr is not working.
– If you don’t have a job and fail to look for one, you are not considered unemployed > That’s absolutely ridiculous! If you don’t have a job, but only temporarily for whatever reason, you’re still considered employed, even though you’re not.
– Looking for job openings on Monster or in the want ads does not count as “looking for a job”. > That’s absolutely ridiculous! You need an actual interview or to send out a resume. > Isn’t the “Want Ads” sole purpose, to match up People that “Need Work” with “Job Opening’s” that “Need People”
– These distortions artificially lower the unemployment rate. > You Think!
– artificially boost full-time employment and the payroll jobs report every month. > You Think!
– The BLS payroll reports smack of oversampling large employers and under-sampling small employers where jobs have been trending lower. > So basically useless, except to report “Bogus Information” to make the Job situations look better in both directions. Not a small feat!
All true comments, highlighting difficult and expensive to solve problems with accuracy. I think most people would rather it be consistent than accurate.
Lies, damned lies & statistics………..
No, the lies came from Biden’s team. Remember those 818K fake jobs under Robinette?
Lol! So you are saying these numbers from Trump’s team are accurate?
The only number that is believable is this one:
Civilian Labor Force: -625,000 to 170,510,000
Between boomers hitting the social security rolls, Trump deporting working people and growing disabilities it makes perfect sense.
And it will only get worse as time goes on. Way worse….
I worry – what happens to the stock market as those self-directed IRAs become needed? Most IRAs are tiny but some are not.
The Birth-Death chart, Jan through May, is labeled 2024.
It’s very frustrating watching the market scream upwards over this data when anyone who’s not severely out of touch can see how fake it is. I spent all month last month watching tech jobs disappear in real time as I tried to apply to them. Now, 86 bazillion jobs just magically appeared so it’s all good in the eyes Larry the baby boomer millionaire investor and his buddies who’ve never seen outside of a gated community. Bad data is killing this nation.
The market isn’t screaming higher because of the data, as you pointed out it’s false data, it’s screaming higher cuz the gamblers got paid today, believe the bullshit, use massive leverage & the market is the sum of all of it’s participants. More sheeple than ever before in history are gambling on markets, have broker account using quadrillions in leverage & dumb as dirt, they’re are all hyper bullish. That is why this hyperbubble is the largest in history in all assets. So to conclude, if you add these up this is what you get, it’ll will all blow up, like it did in the 2000 tech bubble, the Japanese collapse. Lets be real here, if worthless Bitcoin or any coin is valued above 100k & sheeple believe it’s worth anything more than $0.000000001 you know the sheeple have lost their minds. Everything always reverts to the mean, going lower than the mean at first. For every reaction there is an equal and opposite reaction, the market is now a cult of hyperbullish delusional sheep who are waiting slaughter.
Bubbles are a psychological phenomena, they have zero correlation to reality. The actions of governments & central banks has created a cult of believers in rescues. The regulators have loosened all limits on access to debt in a desperate bid to re-inflate a collapsing bubble, even dead sheeple apply for debt. The bigger the bubble the harder the collapse, this is a certainty, mass psychosis is very real & at first the worse times get the more desperate sheeple get & the more risky behaviour spreads. Some cults believe in aliens, some believe they’ll never suffer & be raptured, some think they’re prophets. some believe God talks to them through dreams & some believe the government & Fed will never let them burn like they are Gods with that ability. The same Government & Fed who gave them stimulus money & then took triple back so far through inflation & it’s not ended yet which I predicted. If ya angry now you’ll be on fire when it collapses cuz no one will be untouched by this disaster. So there ya go, when waiters are on Tik ToK giving stock tips & every clown is going long this is the result.
Lol! Markets can stay irrational longer than investors can stay solvent.
You might know what awaits in the future, but you never know the timing.
I have been listening to stories of market doom and gloom for 50 years. In that time markets have gone to the moon, while the doomers hide in their holes, always predicting disaster, and afraid to play the game.
“Some economists are beginning to question the accuracy of recent US inflation data after the federal government said staffing shortages hampered its ability to conduct a massive monthly survey.”
https://archive.ph/CTE50
Any ideas on how close final Bullshit Labor Statistic numbers get to ADP’s?
The top 3 lines of the change by sector table plus the information line are the categories to watch for tangible wealth creation. They have not participated much job expansion. Without wealth creation, the country’s asset base that supports investment in new profit generating ventures does not grow and will not continue to support our ever-growing consumer sector of the total economy over the long term. Given the revision history, and other data that is not supportive of a strong employment situation, I suspect the positive market reaction will not persist and the hoped for interest rate reduction will not materialize.
I for one really appreciate your efforts Mish. Keeping things real for us.
Beat me to it! Thanks especially for addressing the birth/death model. My feeling is that the economy is limping along.
Not limping, collapsing, just hidden by deficits & boomers retiring at a rate of 77k a week.