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The Indicator from Planet Money

Just how bad are these job numbers?

The Indicator from Planet Money

NPR

Business

4.79.5K Ratings

🗓️ 6 February 2026

⏱️ 9 minutes

🧾️ Download transcript

Summary

It’s a weird time for jobs numbers. Another month, another jobs report pushed back by the Bureau of Labor Statistics. Averaging two private sources, ADP and Revelio Labs: an estimated 4,500 jobs were added in January. Sounds like … not many. 

And, yet, the unemployment rate hasn’t seemed to have risen. This might be, in part, due to the Trump administration’s immigration crackdown. We’ll explain through the story of one Angeleno.

On today’s show, how bad are these job numbers? Or are they not bad at all? And what does immigration have to do with it? 

Related episodes: 
Can we still trust the monthly jobs report? (Update) 
What you need to know about the jobs report revisions 
What really goes on at the Bureau of Labor Statistics (Update) 

For sponsor-free episodes of The Indicator from Planet Money, subscribe to Planet Money+ via Apple Podcasts or at plus.npr.org. Fact-checking by Sierra Juarez. Music by Drop Electric. Find us: TikTok, Instagram, Facebook, Newsletter.  

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Transcript

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0:00.0

NPR.

0:01.8

This is the indicator from planet money.

0:13.7

I'm Darym Woods.

0:14.7

And I'm Whalen Wong.

0:15.8

And it's what should be Jobs Friday.

0:19.0

The Bureau of Labor Statistics was scheduled to give us the jobs numbers

0:22.1

for January, but due to the partial government shutdown, we're going to have to wait.

0:27.0

We still have some jobs numbers. We have the Chicago Fed estimate of U.S. unemployment for January.

0:33.1

That rate is 4.4%. And it's an unemployment rate that is essentially unchanged from December.

0:40.1

We also have private sector estimates of how many jobs are added to the economy in January.

0:45.4

Ravallio Labs, which is a workforce analytics company, it estimated that the economy lost 13,000 jobs.

0:53.0

HR and payroll company ADP, though, estimated the US gained 22,000 jobs. HR and payroll company ADP, though, estimated the U.S. gained 22,000 jobs.

1:00.2

Now, you might be wondering, do those numbers really justify an air horn? About a year ago,

1:06.5

we were announcing numbers like 140,000, 260,000. That we were saying meant a pretty strong labor market.

1:14.4

Yeah, losing 13,000 jobs or gaining 22,000, that doesn't necessarily mean that the jobs market

1:20.6

is going down the drain.

1:22.5

Today on the show, we speak with somebody whose story sheds light on what's happening with

1:26.9

all these topsy-turvy jobs indicators.

1:29.8

And we learn about what economists call the break-even jobs number.

1:34.2

We'll explain after the break.

1:37.1

To better understand why lower jobs numbers aren't meaning spiking U.S. unemployment, we spoke to Guy Berger.

1:43.8

Guy is a senior fellow at the Burning Glass Institute, which is a labor market think tank.

...

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