Last week, I did a couple of interviews with Brian Edwards-Tiekert of KPFA: one about what the latest BLS employment data is telling us, and one about the Fed’s decision to lower interest rates by a quarter point – in part in response to that data. Having given this some thought for the interviews, I thought it might be worth putting something down in a blog post.
I should stress: I am not a labor economist, or an expert on labor-market data. If I add any value here, it’s from applying a more systematic Keynesian perspective. I also know there are people who read my posts but don’t read more specialized economics content, who would appreciate a discussion of recent employment data. If people find this p…
Last week, I did a couple of interviews with Brian Edwards-Tiekert of KPFA: one about what the latest BLS employment data is telling us, and one about the Fed’s decision to lower interest rates by a quarter point – in part in response to that data. Having given this some thought for the interviews, I thought it might be worth putting something down in a blog post.
I should stress: I am not a labor economist, or an expert on labor-market data. If I add any value here, it’s from applying a more systematic Keynesian perspective. I also know there are people who read my posts but don’t read more specialized economics content, who would appreciate a discussion of recent employment data. If people find this post useful, perhaps I’ll do more like it in the future. Note that many of the figures here come from Brian Dew’s excellent chartbook.
The headline numbers were relatively weak employment growth, and a downward revision to employment numbers from earlier this year. Employment was up a bit less than 1.5 million over the year ending in August, by the establishment survey. This is not just slower than the post-pandemic recovery, but well below the consistent two million jobs per year that were being added prior to the pandemic. The headline in the Financial Times was typical: “US companies put brakes on hiring after Donald Trump’s tariffs hit.”
The article begins:
The American industries most exposed to trade turmoil have slammed the brakes on hiring and in many cases begun to lay off workers, causing growth in the US labour market to grind to a halt.
It’s worth pausing over this sentence for a moment, to call attention to something that should be obvious, but is not always foregrounded: Hiring decisions are made by employers.
Businesses choose a level of output based on current or anticipated demand for their products. They then choose a level of employment based on how many workers they need to produce that output. The “labor market” is not a textbook market, in which the quantity sold depends on both supply and demand.1 The quantity of employment depends solely on demand. Where labor market conditions matter is for wages and working conditions, though this is better thought of in terms of bargaining power than labor supply.
The point here is that if we are trying to explain why the employment numbers are what they are, we need to think about demand for current output, and perhaps business expectations about future demand. Labor supply explains nothing about why employment is growing so slowly today, or why it was growing more rapidly last year. At the same time, it is true that the working-age population is now growing more slowly than it was a year or two ago. 2024 now appears to have had the greatest number of immigrants, in absolute numbers, in US history.2 Much lower immigration this year, along with the secular fall in natural growth, means the working-age population is probably growing quite a bit slower now; but because of the way the BLS constructs its population estimates, this will not show up in the official data until next January. Again, slower population growth has no direct effect on actual employment, which depends strictly on demand the side. But it does mean that slower employment growth implies a tighter labor market than it otherwise would. I’ll come back to this point later on.
![Screenshot 2025-09-23 at 2.19.19 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