What is the State of Working America and the U.S. economy halfway through 2026?
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Halfway through 2026, the U.S. economy is facing a softening short-term outlook driven primarily by policy trajectories rather than just cyclical factors, with significant weakness evident across key labor market indicators. Employment growth has slowed dramatically compared to recent years, adding only about 57,000 jobs in June alone and exhibiting hiring rates reminiscent of the lows seen between 2011 and 2012, which signals deep-seated fear among workers and caution among employers. This stagnation is compounded by a shrinking federal workforce that has lost approximately 324,000 positions since early 2025, with severe cuts in agencies like the Education Department and IRS reducing government capacity to monitor risks while displacing public sector employees who may struggle to find equivalent private roles. Furthermore, reduced net immigration since early 2024 has dampened population growth, and increased enforcement activity linked to ICE operations has disrupted supply chains and consumer demand, contributing an estimated loss of nearly 670,000 jobs nationally while exacerbating childcare shortages that affect both immigrant and native-born workers alike.
The impact on specific demographic groups reveals a complex landscape where young graduates are not disproportionately displaced by AI as often claimed, but rather hindered by a general depression in hiring rates that prevents them from entering the workforce; meanwhile, teen employment remains low due to long-term trends of extended schooling and historical funding cuts for summer jobs. Real wages have fallen below January 2025 levels despite slight drops in gas prices because overall price inflation has re-accelerated above 3% driven by tariffs and labor shortages induced by deportations, leaving disempowered workers with lower purchasing power without triggering a self-sustaining inflationary cycle similar to past shocks. Data reliability is also becoming a concern as survey response rates for the Current Population Survey drop below 70%, increasing volatility in estimates particularly for Black workers whose employment trends show mixed but generally weaker performance compared to previous years, further obscuring the true state of economic inequality and opportunity within these communities.
Looking ahead, the primary economic risks center on fading AI optimism that could trigger reduced capital expenditures and stock market corrections, potentially leading to GDP contraction and rising unemployment until policy interventions occur. Experts argue that while inflation deviations are currently being managed by Federal Reserve hesitation due to supply-side shocks from tariffs and fiscal stimulus, low unemployment should take precedence over minor price fluctuations given the structural erosion of unions and labor standards that has weakened worker leverage for decades. To mitigate these looming downturns without causing long-term damage, a recommended response involves aggressive fiscal measures including temporary expansions of unemployment insurance exceeding $60 per week, increased SNAP benefits, state Medicaid support, and a larger Child Tax Credit to directly aid households likely to spend funds immediately. Historical evidence from the COVID era suggests that such large-scale fiscal relief effectively mitigates recessions by collapsing demand naturally lowering interest rates and negating typical debt-related risks, making immediate congressional action essential before economic stagnation sets in permanently.
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so much. Um, I think I'm going to pitch
the first question to Elise and I think
the background is going to be we we did
a version of this webinar state of the
national economy a few months ago and I
think the general overview was the
economy was doing okay in the short run
but there are some growing weaknesses
and the long run outlook was sort of
deeply threatened by the current policy
trajectory. We'll dig into some of those
weaknesses and the long run trajectory
going forward. But for now, how's the
shortrun state of the labor market in
particular? What are today's data
points? How do they compare to like a
reasonable benchmark of a healthy
economy?
>> Great, thanks for the question. Uh, so I
think it's pretty clear from the data
that the labor market of 2025 26, so the
last year and a half, it's clearly
softer than it was in 2023, 2024.
here in this first chart. Hopefully you
are seeing
that um that
employment growth was stronger in um
so this chart shows uh changes in pay
peril employment growth over the last
few years. We had solid and consistently
strong employment growth in 2023 and
2024. You see those taller bars over the
last two years. Job growth has been in
fits and starts with several negative
months. Uh the latest data that we got
recently showed that there were 57,000
jobs added for June. It's important to
note that without the World Cup adding
jobs, uh that number would have been far
lower as workers and their families cut
back on discretionary spending as real
wages fell. One particularly troubling
um data point that I'm seeing lately is
the hires rate on the next figure. The
current hires rate resembles what we
experienced in 2011 and 2012. So you see
how low that hires rate has been
dipping. And back in 2011 2012, the
unemployment rate was over 9%.
So right now we're seeing workers are
afraid to leave their jobs and employers
are sitting tight with the workers they
have. Long-term unemployment is elevated
and young workers in particular are
having a hard time breaking into the
labor market.
Okay, so some pretty clear stuff there.
Big slowdown in overall employment
growth, a hire rate that looks really
weak given sort of the rest of the labor
market. Um, any data points that are a
little puzzling, a little harder to
characterize as either clearly strong or
clearly weak?
>> Yes, absolutely. The one I've been
paying attention to is the prime age
employment to population ratio. We call
it the prime age epop. That has remained
pretty strong over the last several
months. Over the last year, we did see a
dip in the latest data, but it's wait
and see on whether or not that weakening
for June will hold um in coming months.
I'm not sure. It was a pretty big jump.
Obviously, the data are volatile, but
we'll see where that goes. Um that had
been pretty strong. And the overall
unemployment rate, we're seeing it's a
bit up a bit relative to the 2020s lows.
Um and that has mostly been for the
wrong reasons as more workers have left
the labor force. Uh we're also seeing
the employment to population ratio for
young and older workers less strong than
for this prime age group. Another thing
I'd note is that the break even for
employment growth, so what is needed to
keep up with working age population
growth that seems to be heading towards
zero. This is consistent with a no
immigration economy. So it's a little
hard to discern the latest data in that
context. Again, we only get those
population benchmarks annually. Uh but I
think overall, you know, you don't need
to see as much job growth because of
that slower immigration. I think that
another thing to note is that layoffs
are low in the official data that we're
getting we get from BLS, the JOLTS data
um is showing that layoffs rate is still
quite low. Even though we're seeing some
anecdotal evidence and some reports out
of uh from Challenger saying that there
are more layoffs, that is not showing up
in the official data. But if layoffs do
begin to pick up and hires remain
depressed, the unemployment rate is
likely to spike.
>> So maybe one more to you, Elise, that
there's been a lot of chatter about
young people suffering in the current
labor market. Some of that talk moves on
to say that AI is clearly the culprit
replacing young college grads. Um, and
then another strain has sort of noted
that the very small number of jobs
created this summer for teens, sort of
the 16 to 19 year olds. Um, so just
generally what should people know about
the labor market for young workers in
particular?
>> Yeah. So when we think about young
workers, there are a lot of different
young workers depending on education,
their age, where they live, uh, their
race, and we'll get into that um, a
little bit later. For recent college
grads, the labor market is clearly
softening. Um, and it's softening a bit
faster than for overall workers, but
it's also softening somewhat for young
workers without a college degree. So in
this chart you can see that over the
long run the overall population um what
we see is this narrowing of the gap with
the overall unemployment rate and that
for young college grads in particular
and that's because on the long run the
overall population has become more
educated um and the democratization of a
college degree has meant young college
degree holders are less unique. Their
opportunities in the labor market aren't
as privileged and their college wage
premium has beun begun to slide. So yes,
it's true that a college degree still
yields lower unemployment and higher
expected wages, but to a somewhat lesser
extent than it has historically. And so
while those longerterm trends have moved
slowly over time, the unemployment rate
for young people with or without a
college degree has been rising faster
than overall unemployment the last
couple years. You see that with that
slightly steeper rise in those darker
blue lines there. And so while the
unemployment rate has been rising for
both groups, I think it's important in
historical perspective to point out that
young people without a college degree
are doing somewhat better historically.
Um even though there has been this rise
and the labor market for young non-ol
workers um it's it's not the strong
labor market that we saw in the early
2020s, but still relatively strong
historically. And that matters. Most
people in the United States still do not
have a four-year college degree. And
when we talk about young people, there's
a lot of chatter about what's happening
with AI. And I would have to say that
there's little evidence that AI is
taking over jobs or disproportionately
jobs young people. Young college grads,
like college grads of all ages, are more
likely to work in AI exposed
occupations. What you see in this chart
is the red mass to the right in the in
the let's say the middle graph um shows
more exposed occupations.
Young college grads in the middle look
like college grads at the bottom. that
those profiles are pretty similar in
terms of more exposure to the right,
less exposure to the left. The blue and
the red sort of look pretty similar. So,
young college graduates are not that
different from college graduates
overall. Um, and you can see that that
young non-ol workers have much less
exposed.
But at the m same time, we saw that the
unemployment rate for young college and
non-ol workers has risen similar amounts
over the last two to three years. So, I
don't really find AI to be a compelling
explanation for weaker labor market
outcomes for them because of these very
different profiles. It's likely
something that's impacting young workers
generally. Again, I return to the
depressed hires rate. I think it's
making it harder for new entrance to
find jobs.
>> Yeah. The other question I'll jump in
here that Josh asked was about 16 to 19
year olds. And you know, every year with
school being out for the summer, um
there are always lots of questions about
the labor market for teens.
Specifically, there's been a lot of
questions this year about whether the
number of employed teens is the lowest
it's ever been in history. And I think
from what we're seeing, the number of
teens holding jobs right now is low. um
their overall labor force participation
rates and their employment to population
ratios um haven't changed dramatically
though in recent years. So we can pull
up that next chart and what you can see
here the blue line is showing labor
force participation for teens. That
green line is the employment to
population ratio. The big drop really
happened after the 1990s. Um from about
19 the 1970s to 2000 there were
typically more than half of 16 to 19
year olds who were engaged in the labor
market and about 40 to 50% of them were
employed. Now after the great recession
we can see that teen labor force
participation settles around 35%
uh with between 25% and 30% of teens
being employed. Um, both of those
measures rose in the early 2020s and
have fallen a bit since then. So that
gets back to my original comment about
you haven't seen huge changes in recent
years, but definitely over the longer
term. Um, you can see there has been a
sharp decline. Uh, the other factor at
play here would be the decline in
immigration since early 2024.
um that probably means there are fewer
immigrant teens also in the labor force.
And if we assume that teen immigrants
have a higher than average employment
rate, uh then their absence from the
labor market could also be pulling down
uh teen employment numbers overall. Uh
the other important point about teen
employment uh is to know that all of
these changes really should be looked at
in the context of longer running trends
and uh particularly uh the long running
trend of people staying in school longer
and as a result uh we have more people
beginning young adulthood while they're
still enrolled in school full-time.
In that sense, uh the long run decline
in 16 to 19 year old labor force
participation rates is mostly a positive
development. Um if a growing share of
teens are able to focus full-time on
school and not have to work, um that
could be a sign of a rich society
getting richer. Now, when I say that, I
also have to acknowledge um due to class
and race-based inequities, we know that
that is not the reality for everyone in
terms of everyone having uh equal access
to higher education.
I think another concern for teen
employment especially in that post200
period uh has been the disappearance of
summer jobs programs that were an
important source of employment for youth
and underserved and high uh poverty
communities. Uh those summer jobs
provided work experience, they provided
income and they provided valuable
services uh to the communities uh in
which they were placed. Uh but in 1998,
the Workforce Investment Act eliminated
funding for standalone summer jobs. And
summer jobs then became one of 10
mandated activities uh that states and
localities uh could choose from from
just a single pot of funding as opposed
to summer jobs having their own pot of
funding and really being guaranteed uh
to be created. Um those changes were
made in favor of more yearround
activities, but as we know, most teens
are in school at least eight, nine
months out of the year, and so then
those opportunities for employment
without dedicated summer jobs uh funding
has really fallen off.
>> Thanks, Valerie. Um immigration was
mentioned once or twice by now. Can you
give a broad overview of what we think
trends in immigration and immigration
policy have done to the labor market in
the US economy over the past year or so?
>> Yeah, the most direct effect has been uh
slower population growth, slower
employment growth overall. Uh the
US-born population is trending older,
birth rates are declining. Um and as
these trends continue into the future,
population and labor force growth uh
will be further dampened by a reduction
in net immigration. Uh but we're also
seeing evidence that ICE activity can be
clearly linked to damaged local
economies. Um, not only have the
increased presence and aggression of ICE
agents in local communities, uh, been
notoriously unwelcome and just
disruptive to normal life, um, there's
also evidence that they are bad for
business. Um, a recent Brookings report
estimates that the enforcement surge
cost 668,000
jobs across 86 cities uh, where there
were the biggest spike uh, in ICE
arrests. Um and in fact the job losses
in those places far exceeded the number
of people arrested. Uh so they estimate
that ICE made roughly 52,000 excess
arrests and by excess arrest these are
defined as arrest of people who are not
already in criminal custody. So exactly
what we saw just snatching people up off
the street raids on workplaces um etc.
But each excess uh arrest was associated
with 13 jobs lost overall.
And while job losses were concentrated
in immigrant intensive sectors again due
to a lot of the the workplace raids um
and those would be sectors like
construction and accommodation and food
services um the job losses were by no
means restricted or limited to those
sectors alone. Um, a couple weeks ago,
we also hosted a webinar on immigration
and one of our speakers, Erin Sojourer,
shared results from a report he c
co-authored for the Northstar policy uh,
action uh, um, group there in
Minneapolis and St. Paul. Um, and they
showed a 2.8% 8% decline in employees
working, almost a 2% decline in hours
worked, and 1.7%
decline in businesses operating during
the DHS surge um in the Minneapolis uh
metro area at that time. They also
estimated that that surge was associated
with about $106 million in lost wages.
So considering the magnitude of those
effects, it seems reasonable to conclude
that immigration trends and immigration
policy may also explain, you know, some
of the labor market weakness for young
workers as well.
>> Just want to jump in here. The labor
market effects of both actual
deportations and advancing in
enforcement, they don't just fall on
immigrant workers though, right?
>> Yeah, absolutely. Um I think the story
that the administration wants to tell uh
is that by removing immigrants there
will be more jobs available for USborn
workers but that's just plain wrong. Um
this chart um was pulled from a blog
post that a couple of our colleagues uh
produced uh few months ago and if we
just go with what the data show you can
clearly see that since Trump took office
unemployment among US-born workers has
risen. That's what those two lines are
showing. The darker blue line is
seasonally adjusted. So either way you
look at it, we see that rise in
unemployment for USORN workers. And I
think the reason for this should be
obvious to anyone who recognizes that
immigrant and US-born workers are actors
in the same economy. So, anything that
has a major effect on one group will
eventually work its way around to the
other groups. Um, a few examples of sort
of what that looks like. First, again,
immigrants are not just workers. They're
also consumers who contribute to the
growth of the economy. And so, a
slowdown in demand um when people are no
longer going to work, people are afraid
to leave their homes um means fewer jobs
overall. The second uh way that this
affects uh US workers, US born workers
as well is that we know that few workers
produce a complete product on their own
from start to finish. Uh rather
immigrants and US-born workers are
compliments to each other in the labor
market. So for example uh when immigrant
roofers or farmers disappear and sorry
or framers disappear and construction
slows down um as that construction slows
there's also less work available for
nativeborn electricians and plumbers. Uh
a third example of of the effect that
this has is that when we think about
child care, uh child care workers are
disproportionately immigrant women. And
when those women are removed from the
labor market through indiscriminate
detentions and deportations, uh US-born
mothers and maybe even some fathers too
work fewer hours to cover uh increased
child care responsibilities at home.
Just staying on policy influences for a
second. Um, and maybe this one to Elise.
How big a drag on the labor market has
been imposed by the very large, probably
illegal firings of federal workers since
the beginning of 2025?
>> It's huge. Um, the federal workforce
today is down 324,000 workers since
January 2025. Most of this show up in
October. That's where you see this big
drop off um when the fork in the road
took effect after the end of the fiscal
year. Again, this these are huge
numbers. All else equally, it would
reduce employment by about 0.2%.
Uh, federal workers are skilled and
hardworking as we know, and so many of
them may have found alternative work.
Uh, many have not. Uh, but previous work
shows on average that those federal
workers who were laid off or left um
will eventually make more money while
working shorter hours in the private
sector. And we, the taxpayers who got a
huge bargain from their work, will be
the ones made worse off. state and local
agencies might be just getting se
getting seals of super qualified
hardworking people. [snorts]
uh the federal workforce data that's
published by OPM the office of personnel
management has a different total count
of job losses but clearly enormous job
losses as well uh they have a slightly
different definition of uh workforce in
their data but allows us to see within
federal agencies where jobs have
actually been added or cut since January
252 for instance the department of
education has lost 45% of their
employment IRS has lost 29% the EPA has
lost 26%
over time ICE staffing might make this
more of a swap and be muting the
continued federal employment losses. So
over that same period there was an
increase um in 42% in immigration and
customs enforcement. And I would argue
that's a bad swap and a theme will be
coming to later the real damage of the
Trump policy is in the long run. The
macro economy can absorb a shock of
these 342 24,000 jobs um to smart
hardworking people likely have labor
market success and still keep
unemployment about level even if you
know we should acknowledge that the
shock is cruel and stupid to those
people and a bad deal in the long run
for taxpayers. But the macroeconomy will
be less productive and grow less quickly
over time as important federal functions
just are not done and there is a cost of
not doing let's say monitoring and
prevention. So the Doge cuts to those
types of um those types of jobs has
meant vital government workers weren't
assessing risks and mitigating harm. So
we didn't learn, let's say, about the
screworm until it was too late. And that
cost us so much more money in the long
run than if we had detected the problem
earlier.
>> So we've talked about the sort of
overall labor market, labor market for
young people, effects of immigration. Um
maybe a question to Valerie, but what
other disagregated analysis of labor
market trends um have you been noticing
recently? and jump out as interesting.
>> Yeah. So, I have done quite a bit of
analysis related to trends in uh black
employment over the last year, year and
a half. But before I talk about that, I
do want to emphasize how important it is
to have reliable data for doing those
kinds of analysis. Um disagregation uh
especially when we're talking about
smaller racial and ethnic groups uh
requires enough observations to produce
estimates for those smaller demographic
slices of the population and to measure
changes in those estimates over time
with a reasonable degree of precision.
um to get sufficient sample sizes,
statistical agencies already over sample
certain demographic groups, which means
they contact and survey more people from
those groups than maybe is
representative of their share of the
population. Uh but a growing problem
with the CPS has been the drop in
response rates. It's one thing to ask
more people, it's another to actually
get responses and to get complete
responses to the questions so that you
have the data to analyze. Uh CPS
response rates have declined steadily
over the last 12 years or so. Uh they've
gone from about 90% in 2013. Um there
obviously was a big dip during the
pandemic when everything shut down, but
since 2024, um they've been down to less
than 70%. So that's at least a 20
percentage point drop compared to 2013,
the early part of the 2000s. Now, that's
a problem because it makes it more
difficult to detect meaningful change uh
in labor market measures, especially
those estimates that are based on
smaller sample sizes like the black uh
unemployment rate. But I also want to
say that reliability in that context is
a different issue than data
manipulation, which is a question about
the integrity of the data uh themselves.
uh the statistical integrity of CPS
estimates has remained solid despite
declining response rates uh because the
people responsible for producing those
estimates are professionals. There are
expert economists, they're statisticians
and civil servants who follow
transparent and wellestablished
methodologies. So the integrity of the
data is intact. The broader issue is the
decline in response rates. And BLS and
Census are already working to address uh
any continued decline in response rates,
but there really are just few
substitutions for reversing the
underinvestment in our statistical
agencies um so that there's adequate
funding and staffing to maintain and
even improve uh data reliability.
So, with that little uh PSA uh aside,
I'll get on to uh some of the the black
employment trends that we've seen. So,
we're frequently asked about rising
black unemployment as an early indicator
of recession, but it is not uncommon to
see spikes in black unemployment that
are not followed by a recession uh due
to more monthly volatility again due to
the sample size uh limitations or just
more precarious position um of black
workers uh at any point in the business
cycle. But about halfway through last
year, there was a consistent rise in the
black unemployment rate where we saw
several consecutive months of that rate
going up. Um it's been trending down
some this year, but it's still slightly
above uh what it was at this time last
year.
uh due to monthly volatility and that
black unemployment rate. The previous
graph showed the lines and you can see
that it just moves up and down a lot
from month to month. Um I tend to focus
uh my analysis more on long-term trends
in the employment to population ratio.
Uh so that will be on the next graph
with the bars. Um the first quarter of
2025 is is not on this chart. But when
we look at the first quarter of 2025
compared to the first quarter of this
year, that employment population ratio
is down. Uh and it uh dipped down again
in the second quarter of this year to
57.8%
uh from about 58.2% in the first quarter
of the year. Um last year I also did
some analysis showing that black women
suffered far greater employment losses
than black men. Uh notably the largest
losses were among black women who were
college graduates and public sector
workers. Again related to the trend that
Elise was just describing in the the
huge drop uh in federal employment.
This year's data uh however are showing
u more weakness among black men. Black
men's employment to population ratio
specifically for those aged 20 or older
decreased by one and a half percentage
points. um again from the first quarter
of last year to the first quarter of
this year. While for black women, we saw
that ratio go up about point4 percentage
points over the same time.
But in the second quarter of this year,
we see black men's employment rate up
again while black women's employment
rate is down again a percentage point.
Um, the bottom line, the lower response
rates really make it a lot more
difficult to determine whether the
decline in the black unemployment rate
is statistically significant or an
artifact of increasing volat volatility,
but uh, employment rates are below what
they were at this time last year for
black workers overall.
>> So, that's great. That answers a lot of
questions we had about the current labor
market experience of different groups of
workers. Um, and that essentially boils
down to the entire labor market is
getting a scoch weaker. Um, particular
when compared to very strong early
2020's labor market. So, I'm going to
turn to you Josh. Uh, why is the labor
market getting weaker?
>> So, like the answer to that based in
just arithmetic is that there's been a
very slight fall-off in GDP growth
rates. There's been a very slight pickup
in productivity growth. That's how much
output you can get with a given amount
of labor. And until this recent month,
the sort of strong or even slightly
rising labor force participation rates.
So the combination of all these things
means that labor demand has been reduced
a bit relative to labor supply. Some of
this reduced labor demand has likely
been matched by reduced supply stemming
from lower levels of immigration um as
you two noted before. Um but some of
this reduced demand has just spilled
over into higher unemployment um across
all these different groups like you all
showed. I think the economic reason for
why demand growth slowed is I think
mostly just a bad policy environment for
investment. Um policy uncertainty is off
the charts when people measure this. Um
you just sort of see it over the past
year and a half. I think it really began
with sort of the Doge effort. Um and
then it really sort of spiked off the
charts with the Liberation Day tariffs
and just sort of the wild and chaotic
reversals and swings in those policies.
And then every time you start to think
policy is maybe settling down, there's
another shock. I think there was one in
August of last year when the BLS
commissioner was fired for reporting
inconvenient but accurate data. Um and
so basically this is just a policy
environment that is really bad for
planning um for business investment. And
you know the deportation policy agenda
is a really key part of this as well.
This deportation policy makes both
future demand and future labor supply
for a bunch of industries incredibly
uncertain. And so it makes it very hard
to like take the leap of faith to begin
sort of a forward-looking investment in
a lot of these industries. Um basically
if you look at parts of business
investment outside hardware, software,
data centers, anything not being
directly pulled along by the AI tsunami
that we'll talk a little bit about um
more, you see outright contraction in
business investment spending. And I
think that explains sort of the weakness
in GDP growth. Um I think if you had
told me the scale of spending associated
with that AI capital buildout and the
stock market bubble we're in, they said
that would happen in 2025 and 2026 and
then asked me to predict what overall
growth would have been in those years. I
would have been like wow we must be
growing really really fast. So to have
actually a demand slowdown even with
those kind of once in a generation
tailwinds from this sort of timing of
the AI um boom is just kind of an
impressively bad outcome. Um as to why
productivity growth picked up, I'd say
it's mostly just catchup from sort of
the COVID related productivity collapse
when you had supply chain snarls all
throughout the global economy and this
huge reallocation between sectors. I
think in a second, there we go. We're
gonna have um a figure. This is just the
level of productivity. So it's how much
output is generated in an hour of work
in the economy. Um and basically today
we have productivity that's about 1%
higher than you might have predicted
back in 2019 based on the trend. That
that's kind of nice. It's not
gamechanging. And if you want to look at
the growth rate, that's kind of the
slope of these lines. And so actual
productivity growth um is the blue line
and then the trend productivity growth
from before COVID is the red line. in
the past two years or so, there's just
not a huge trend difference there. So,
this is not um a new and sort of
unanticipated level of productivity
growth. It really is just bounce back
from that very weird early 2020s period.
>> So, Josh, you just referenced this um a
bit in your your previous comments, but
you know, the question comes up a lot
around AI. um just how reliant on AI
spending has the economy become. Can you
say a bit more about like the magnitude
of that?
>> Yeah, I think that's one of the few
things about AI we can actually speak
with a little confidence on is like the
short run macro impact and the short
answer is very very reliant. Um
basically since like the first quarter
of 2025 until now we seem to be running
at a GDP growth rate of about 2% annual
growth. It ticked up in the first
quarter of 2026 for some quirky reasons
that are unlikely to be sustained, so
call it 2%. This figure shows um
basically the contribution to that GDP
growth rate from AI spending on capital
investment, building data centers,
hiring software coders, doing R&D. Um
and basically you want to compare the
contribution those sectors make to their
normal contribution. Like all sectors
pretty much in the US economy are
growing year after year. So you don't
want to set zero as the baseline in this
figure. You see that sort of dotted
straight line horizontal line at the
bottom. That's about 4%. That's their
normal contribution of these sectors to
growth. It's now about 0.7% higher than
that normal contribution. So this is the
contribution to overall growth just from
capital investment associated with with
the big AI buildout. And then on top of
that um you've got an extra consumption
effect stemming from sort of excess
stock market valuations. Um people
always consume out of wealth, but we
want to know how much of today's
consumption is financed out of sort of
the the bubbly bit of um current stock
wealth, which we define as today's stock
market valuation versus what the stock
market would be today if normal
relationships between profits and stock
prices held. And if we could just go
ahead one slide, I think I just have um
a slide on sort of today's um stock
market relative to the normal. This is
just the the price to earnings ratio in
the stock market. It's basically this uh
price of stocks relative to underlying
fundamentals and profits. And you can
sort of see today's figure of just below
40 is much higher than the historic
norm. The only time we've had a more
overvalued stock market relative to
expected profits was in the internet
boom of 2000. That stock market fell a
lot and we had a recession because of
it. Um but for now, this amount of
overvaluation of the stock market is
probably adding like another 0.7% to GDP
growth. So you add that to the capital
investment, 0.7%.
More than half of GDP growth is very
much associated with sort of the AI
investment boom. And I'll just say two
quick things on that that are probably
obvious to everyone, but worth saying
out loud. One, with a tailwind to
economic growth this large and not
driven by policy, it is again an
impressively bad accomplishment to have
demand so normal or even a little bit
weak in an economy with one engine
firing this strongly. It means kind of
all the other engines in the economy are
not firing very strongly.
And again um we can actually go yes to
this slide. Thank you. This is sort of
contributions um to the economy from
business investment outside the AI
sectors. And you can see that's actually
gotten negative um in the past year and
a half. And so that's sort of the
example of this is I would argue the
fruits of a bad policy agenda. And this
is the reason why even with an AI boom,
we're not having really really strong
economic growth right now. Um, and then
I would say, you know, the other issue
is that having half or more of growth
supported by this sort of narrow and
fragile base of AI spending, it just
means that um this could deflate really
quickly. Like if this main source of
economic strength is a single sector
that relies at least a bit on some very
optimistic projections for the future
about what this technology could do.
That is a recipe for a very quick
evaporation of demand and a recipe that
says you know policy makers should be
really ready to respond to a deep
slowdown in growth or even a recession
at some point in the next couple of
years.
>> Thanks Josh. Just one related question.
How reliant has the economy become on
spending by the rich? You often hear
this stat that 50% of consumer spending
is now being done by the top 10% of the
income distribution. Is that right?
>> I would say that that specific stat is
almost certainly not right. Um we know
the top 10% have about 50% of overall
income, but we also know they have much
higher savings rates than everybody
else. Basically, the top 10% do almost
all the savings of the US household
sector. So their income's 50% but they
save a lot more. It seems impossible
that they're spending 50% uh on
consumption. I think this particular
stat is probably grouping households by
cash income and it's missing a lot of
income and consumption that is financed
by inind public spending mostly
Medicare, Medicaid, SNAP, things like
that. This is income and consumption
overwhelmingly taking place like in the
bottom half of the income distribution.
It's a lot of spending. Um, so I think
that's probably where that stat is kind
of going wrong a little bit. I would
just say that the BEA and the BLS have
looked at this in the past like what
share of consumption spending is done by
the top 10 or 20%. They basically have
the top 20% of households accounting for
about 40% of all spending. So unbalanced
but not as unbalanced as is that stat
that's move going around. All that said,
I do think there's likely an effect of
that currently overvalued stock market
and pushing up household consumption
quite a bit. Um, by definition, the
people enjoying the gains from the
current stock market boom and increasing
their consumption are wealthier than
average. I think it's 90% of corporate
equities are held by the wealthiest 10
to 15% of families. About a third of all
equities are held by the wealthiest 1%.
So, if the worry is that the economy is
too reliant on a spending flow like
consumption out of wealth gains that
might quickly reverse if the AI bubble
pops, that's 100% fair. I agree with
that worry. And if it's also true that
this sort of fragile spending flow is
currently concentrated among wealthier
than normal households. So like the
spirit of this concern about too much
consumption being driven by top income
households seems totally fair enough. I
don't think that specific stat is right.
>> So you know we rarely just you know
people just sit around and just let the
economy run and do whatever it's going
to do. You know there are like policy
decisions that can be made. Um, so if
the economy is softening and this is
causing the labor market uh to falter,
why do you think we didn't see the Fed
cut rates at their last meeting?
>> Yeah, I would I would say we're in a
very complicated time and I have more
sympathy for Fed reluctance to cut
interest rates than I think I normally
would given sort of this constellation
of economic data. Basically, even as
unemployment has drifted up in the past
year or so, which would say to me
perhaps time for a rate cut, um the big
progress in reducing inflation that we
saw in 2023 and 2024 kind of came to a
screeching halt even before the Iran um
oil price shock. I think some of the
inflation measures right now are being
pushed up by very weird data quirks.
There's we can talk a little bit about
that if people care, but basically data
quirk or not, the main inflation
indicators the Fed has traditionally
looked at the deflator for personal
consumption expenditures, it's really
reacelerated in the past year. And so
it's it's tough for them to cut rates in
the face of that. Again, I think that's
a quirk. If I were in charge of
everything, I would not put a lot of
weight on that. I would also say though
that some of the stalled progress in
reducing the high inflation of the early
2020s, it's not a data quirk. It's
because of clear policy changes. Um the
big disinflation in 2023 and 2024 was
really concentrated in good sectors.
They were the same sectors that kicked
off the inflation of the early 2020s
when supply chains broke down. When we
untangled those snarls, inflation
started to come back down. I think the
abrupt end of that disinflation in goods
that happened in like mid 2025 just
really links up tightly with the big
increase in tariffs. Um tariffs raise
prices. That's often fine if they come
with a strategic purpose to make the
higher prices worth it, but they do
raise prices and you see it in the data.
And then I think other aspects of the
administration's policy agenda also
stopped disinflation, deportation
agenda. Again, I think it led to labor
shortages and increased prices in a
number of sectors. Just one really
salient one people always talk about.
Grocery prices in 2024 actually saw
inflation under 1% for most of the year.
That's a pay slower than pre-COVID
growth. the price of groceries relative
to wages in that year actually hit near
historic lows, but all of this was
reversed and by the end of 2025, grocery
price inflation is now above 3%. Um, and
so, you know, you've got all this sort
of building inflation data that I think
is really um sort of tying the Fed's
hands. And then on top of that, you've
got the very large deficit finance tax
cut passed in 2025. And so the Fed is
thinking, you know, we've got
unemployment that's below four and a
half% and we just did this kind of maybe
fiscal stimulus in the form of the
deficit finance tax cut. So I think they
uh and we've got all this tariff and
deportation supply side effects that may
not have filtered all the way through.
So I think they feel pretty,
you know, reluctant to respond very
quickly until they see all the effect of
all these shoes dropping. And so I would
say like if we had not changed the
pre2025 policy path we were on over the
past 18 months. Um the Fed would feel
much freer to respond more quickly to
unemployment that's drifting up. So it's
not just that this policy agenda has
already done some noticeable damage and
we'll do more going forward. I think all
of that is true. I also think it has
really put some handcuffs on the Fed
that is going to make them slow to
respond when they eventually do need to
respond really sharply. And and that's
yet another piece of damage from it.
So, like every good economist, there's
on the one hand on the other hand. Um,
but you know, if you had to decide, you
know, what should the Fed cut rates or
not?
>> Yeah, I would say if if I was in charge
of things, I'd personally vote to cut or
at least be ready to cut very soon. I
would say I'm very doubbish. I think the
benefits of very low unemployment dwarf
the cost of inflation being a little bit
above the inflation's target. Um, I also
think a lot of the inflation that we've
seen over the past year that up a lot of
it is supply shocks that you should look
through and hopefully will not be
permanent. Um, I get it that most people
think that given the public reaction to
the inflation of the early 2020s that
it's just so politically toxic to ever
talk about tolerating even a tiny bit
more inflation that you can't do it. But
as an economist, I just think the cost
of high unemployment is bigger than the
cost of a little bit um above target
inflation. I will note as well that what
sounds like a small drift of the
unemployment rate from about 3 and a
half% that we reached in 2022 and 2023
to today's 4.2% likely means we've moved
pretty decisively off genuine full
employment from a macroeconomic
perspective. You know, we had sub 4%
unemployment for a full year or more
pre- pandemic with no overheating at all
in labor markets. Um we could probably
get back there. And this graph right
here basically shows you that when you
look across all states since 1979
and you look at the relationship between
the unemployment rate and real wage
growth, wages adjusted for inflation,
anything above 4% unemployment is kind
of associated with real wage decline. Um
and so we're now at that cusp point
where you're going to have a bunch of
workers struggling to get any
inflationadjusted um raise at all in
coming years. And so this is why, you
know, I'm pretty doubbish on this. I
think you need very low unemployment
rates to get any real wage increase at
all. This is for median wages um to
typical workers. And so this is why I
would personally be arguing for cutting.
And then of course I talked before about
the fragility of the current growth.
It's so reliant on a single engine that
could really sputter at any time. And so
at least the Fed should be ready to
pivot very quickly and start thinking
about um helping an economy if it really
does start to falter.
Um, and since we've talked about it, um,
a little bit, some of the inflationary
pressure, um, all this talk was mostly
before the the Iran conflict. All of the
influences I talked about were about
before the, um, oil price shock from
Iran. Um, and so just going to ask you,
Elise, what what is the effect of that
price shock on the labor market?
Yeah. So certainly we've seen a big OB
up in the price level that is almost
surely going to mean u price growth will
beat wage growth for much of um the year
uh before it settles down moving
forward. So you can see that in this
chart here I have uh nominal wage growth
and then inflation and and real wage
growth. Just a second on nominal wages.
I see a several questions in the chat
here. Um obviously here we see that
prices are growing faster than nominal
wages but nominal wage growth has
decelerated. um at a pretty slow pace
indicating that workers have less
leverage to bid up their wages um and
there clearly there's no inflationary
pressures coming from the labor market.
So, um, we see this this slowdown.
Again, Josh pointed to the graph showing
that that slowdown is is more likely to
happen. Uh, as the unemployment rate
ticks up, workers don't have that
leverage, that kind of bargaining power.
We're also seeing this depressed um rate
and quits rate. Both of those things
together, uh, the best way that people
often get uh, wage increases, take
another job. as workers sit tight and
employers sit tight in the face of
uncertainty um that is also I think
holding down nominal wage growth. So
then we add in prices we see this March
in March the prices spiked and um now
real wages are below where they were in
January 2025. Yes, we don't have the
next inflation month but that is surely
the case. They were matching it last
month um and that has continued to fall
down. We've also seen gas prices come
down a bit, but it remains the case that
price levels remain higher than they
were relative to last year um throughout
this year, I believe.
>> So, at least, do you think there's any
danger that the oil price shock um could
spark self- sustaining inflation?
>> No, I don't think so. Um we have seen
the labor market weaken. It is weaker
than it had been the last couple of
years. Um wage growth is muffled uh
rather than amplified oil driven
inflation even in 2022. when the labor
market was roaring. It's hard to see how
much uh today's much softer labor market
generates any kind of self- sustaining
inflation. I'm not worried about that.
Um so that's, you know, a good news
story. Wage growth rising in response to
inflation is a threat in terms of
getting overall inflation back to normal
levels, but it's also a crucial
protection for workers families income.
So the fast wage growth um 2022 that
never amplified inflation, but it also
made it slightly longerlasting and that
was fine. that fast wage growth also get
the real income losses of working
families in check. So I don't see any
self-sustaining risk of inflation, but
it has happened before. And so I'm going
to turn to you Josh. What's different
today about today's oil price shock
relative to the ones from the 1970s that
were associated with a decadesl long
struggle to re in overall inflation?
I'll say a couple quick words about that
and then we're getting close to the end
and I do want to um save some time for
like policy responses in case things get
noticeably worse um in the next couple
of months. So on your answer about you
know what is different about today's oil
price shock relative to 1970s I think
it's a lot of it is related to what you
just said. It's basically uh
disempowered workers like when a
inflation shock begins from outside the
labor market because of a big external
event like an oil price shock. Whether
or not that initial shock is sustained
or amplified into higher inflation that
goes on a long time really depends on
large part about how effectively workers
and employers are in trying to protect
their own incomes. Like if an oil price
shock is met by an empowered workers
demanding large wage increases and then
employers try to protect their profit
margins by passing those higher prices
on to customers, you just get this sort
of amplified cycle. If instead that
external price shock hits disempowered
workers, they just get lower real wages
once and for all and the economy moves
on. And I think between a long run
structural disempowerment of the US
workforce from the sort of dismantling
of unions and other labor standards and
the fact that as we've been talking
about the labor market just isn't that
strong today. I think what's mostly
going to happen is the oil price shock
hits real wages go down and that sort of
snuffs out inflation and like you say
it's not like that's a great news story
that inflation is stuffed snuffed out
quickly. It just means workers take all
of the losses. Um I do want to say one
word and then I'll um ask you all for
some input into this is just we we've
been talking about risks to the economic
outlook going forward. And so the real
question is what what should policy
makers be ready to do if we start to see
a deterioration in the economy and what
would that deterioration look like? How
should policy respond? I think I will
just sketch out quickly what it what
it'll look like and then pitch it to you
two for a little more on what people
should do, what policy makers should do
about it. Basically, I think the story
is mostly one where the AI optimism
starts to dry up and those big capital
expenditures and the stock market boom
really start to rain back in and that
sucks a lot of aggregate demand out of
the economy. What that thing is, who
knows what it's going to be. Maybe it's
going to be another announcement from
like a Chinese AI firm that makes people
realize the American firms are losing
the race and so enthusiasm dampens. Or
maybe there's going to be a big
foreclosure of a huge data center.
Something's going to make people think
maybe this has all gotten a little
bubbly. maybe we don't want to be as
invested in sort of the AI race. Um, and
I think if that happens, given how
reliant on those spending flows the
current economy is, you're going to see
GDP growth really contract. You're going
to see unemployment rise. Um, and you're
going to see the economy stagnate until
policy changes sharply enough to fill in
some of those holes in aggregate demand
caused by the pullback in AI spending. I
think the first policy change that you
can do to fill in some of those holes is
pretty straightforward, but it's going
to be pretty weak. The Fed could cut
interest rates. they've got a little
room to cut short-term rates. Um they
would do that if the economy got really
soft. Um my guess is if that happens,
we'll see zero short-term rates again
and we'll still need further help from
policy makers. And I think that'll most
be fiscal policy makers. And so I'm
going to turn it over to Dall to talk a
little bit about what that fiscal policy
response um would likely be needed in
this scenario.
>> I'll I'll start and Valerie can jump in.
fiscal policy. Um, just to remind
everyone, is changes in public spending
and taxes. That has to be done with
Congress and the White House working in
tandem. Um, recessions really are the
only times this happens at all. And so,
the general recommendation for fiscal
policy in this situation, I think, is
easy. One, make sure aid is targeted to
alleviate the suffering caused by the
downturn. And two, direct more money and
income to households who will likely
spend it instead of saving it. Luckily,
it's easy to hit these goals. So you
could ramp up the unemployment insurance
system. Both duration and generosity.
Similar with SNAP, you could pick up
state share of Medicaid spending for
some period of time. Uh make the child
tax credit larger. All of this can be
temporary. I'd love more generous UI and
broader public coverage of health
insurance and a larger CTC permanently.
But the argument to at least do this
temporarily seems solid. We saw that in
the COVID recession. aid at scale works
and we can really use UI more
aggressively than we have in the past,
even for small periods of time. In the
great recession, I think the biggest
boost we gave UI benefits was about $50.
In the COVID recession, we went to $600.
You might think $600 is too high for the
type of recession that we're talking
about here, but we can surely do better
than $50. So, I think those are some of
the responses I would I would mention.
Yeah, I don't even really have much to
add to that. I agree with all of those
things. I will just reemphasize the
point that the COVID response was really
like exemplary both in terms of the
magnitude of that intervention at the
scale of the problem and the timeliness
how quickly we were able to turn things
around and turn it around across the
board. So, we talked a bit about uh
disparities in the labor market, rising
black unemployment. Now, that was one of
the fastest recoveries for uh black
unemployment as a result of a lot of
those um interventions.
Yep, I think all all that's right. And
it would be amazing to have these be
automatic and legislated permanently to
respond to economic conditions, but
that's not going to happen before the
next recession. So, we're just going to
rely again on ad hoc response from
Congress. I will say we have we have
very little time, but we also have a
bunch some questions. Um, and this one
in particular pitched to you all. I
think I know the answer, but I want to
hear your take on it. It's, uh, what's
driving real earnings down in recent
months? Uh, inflation is up, but why are
average hourly earnings growing more
anemically? And is there anything to say
about the decline in labor share of
income in this story about declining
wages? And so, whichever one of you want
to jump on that first.
>> So, I tried to answer that a little bit
in my remarks about why was nominal wage
growth slowing. And I think it's, you
know, it's a weaker economy. Uh workers
don't have the leverage uh to bargain
for for wage increases and they're not
leaving their jobs uh to try to get at
those those either. I think that um that
in in some also means that the labor
share of income uh the the the share of
income going to labor has remained low
and we haven't really seen that that
climb as well. So, I think that that
kind of leverage uh on an individual or
economywide level is just simply not
there for workers and that's why we're
seeing that uh deceleration.
>> And I might just answer one last one
pretty quickly because we have one more
minute. I'm going to squeeze as much as
possible. Um someone does say how do how
do the recommendations to use fiscal
policy aggressively to you know fight an
economic downturn. How do they work
given large deficits and debt uh in the
economy? And I would just say quickly
one like I do think deficits are too
large right now given that unemployment
at the moment is low. Um that to me just
says clearly we need more revenue. If
you look at sort of the trajectory of
revenue and spending over the past
quarter century, you see it as revenue
that has really been throttled and has
been a key driver of deficits outside of
sort of the big recessionary crisis
responses. And then two, kind of
regardless of the level of deficits and
debt, whenever the economy falls deeply
below full employment, then fiscal
policy that is aggressive and uses
deficit finance to do needed relief, it
just doesn't do any damage. like the
damage done by big deficits tends to be
high interest rates that crowd out
private investment. Interest rates
collapse because demand collapses during
those times when we need those fiscal
interventions. So I think in the long
run we want to think hard about more
revenue to keep deficits in check, but
it is never an excuse to not fight sort
of an immediate
or sort of downturn when that happens.
I feel like we're mostly out of time
unless you all want to sneak in one of
your uh last questions or answers.
>> No, I think this is a good place to wrap
it up.
>> Excellent. Well, thank you too so much
and thank you so much to everybody who's
come out to watch us today. I hope any
of it was useful and we'll be sharing
lots of material going forward.