Job retraining and the brain, DC dining, and Robinhood's sports bet

Summary

Podcast Summary: The Indicator from Planet Money

Episode Title: Job retraining and the brain, DC dining, and Robinhood's sports bet
Air Date: August 22, 2025
Hosts: Waylon Wong, Adrienne Ma, Darian Woods
Length: ~10 minutes

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Episode Overview

This bite-sized episode features the show's standard "Indicators of the Week" segment, where the hosts each bring a data point or recent story illuminating broader economic trends. Today's focus: job retraining and mental health, a sharp decline in restaurant diners in Washington D.C., and Robinhood's expansion into sports prediction markets. The hosts offer data-backed insights, on-the-ground perspectives, and a dash of humor on how these topics shape America's financial landscape.

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Key Discussion Points & Insights

1. The Mental Health Benefits of Job Retraining

Presented by: Darian Woods
Indicator: 1 in 3 injured workers avoided depression because of job retraining
Timestamp: 02:12

• Summary:
  A new National Bureau of Economic Research working paper explores the impact of job retraining on the mental health of workers badly injured in Denmark.
• Details:
  • Injured Danish workers who went through reskilling were significantly less likely to develop depression (measured by antidepressant usage).
  • Denmark's system creates a natural experiment: some vocational degrees permit later university access, others don't, enabling researchers to analyze outcomes across groups.
  • "There wasn't an increase in depression for the retraining workers." (Darian Woods, 03:22)
  • The positive effects extended beyond individuals to their spouses, who also experienced a reduction in depression.
  • Unexpected Finding: Spouses of reskilled workers were more likely to separate—a complex, possibly liberating outcome.
• Expert Quote:
  "It's a holistic approach, not just dollars and cents. They have a heart, too." (Darian Woods, 03:39)
• Application:
  While the study focuses on injured workers, the co-author believes these findings are relevant for anyone displaced by recessions or technological change.

2. Restaurant Dining Plummets in Washington, D.C.

Presented by: Waylon Wong (with Adrienne Ma’s local insight)
Indicator: -18% in average restaurant diners, week-over-week
Timestamp: 05:02

• Summary:
  Restaurant traffic in D.C. dropped 18% in the past week compared to the same week in 2024, according to OpenTable data.
• Context:
  • "It's been about a week since President Trump took over DC's police force and deployed the National Guard here." (Adrienne Ma, 05:28)
  • A local bartender said it was "the emptiest he had ever seen it," attributing this to people avoiding dining out due to heightened law enforcement.
• Nuance & Caveats:
  • The period overlaps with Restaurant Week in 2024, absent in 2025, so comparisons may exaggerate the decline.
  • Early data from the new Restaurant Week shows upticks in reservations, suggesting the trend might normalize shortly.
• Host Banter:
  • "You really have to, like, look at the numbers kind of closely." (Waylon Wong, 06:43)
  • Light-hearted aside: “I'm going to see when New York Restaurant Week is.” (Darian Woods, 07:06)

3. Robinhood Enters Sports Prediction Market

Presented by: Adrienne Ma
Indicator: 2 billion contracts traded on Robinhood’s prediction market
Timestamp: 07:22

• Summary:
  Since launching its prediction market last fall, Robinhood has already seen 2 billion contracts traded. This week, it announced expanding from election-related wagers into college and pro football games.
• How it Works:
  • Unlike typical sports betting, prediction market odds are set by user bets rather than the house.
  • Bets can be sold before the event resolves, adding liquidity—and complexity.
  • Robinhood eschews the term “betting,” likely to avoid gambling regulations and taxes.
  • Ongoing legal battles focus on whether such “prediction markets” are gambling.
• Host Observations:
  • "Honestly, this sounds really fun for a certain personality type, but also maybe really dangerous." (Waylon Wong, 09:25)
  • “Are we going to be in legal trouble if we've been calling it betting this whole segment?” (Darian Woods, 10:10)
  • Playful: “Can you Schmidt on the outcome of these lawsuits?” (Waylon Wong, 10:14)

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Notable Quotes & Memorable Moments

• On the mental health value of retraining:
  "It's a holistic approach, not just dollars and cents. They have a heart, too."
  — Darian Woods (03:39)

• On D.C.'s restaurant slowdown:
  "It was the emptiest he had ever seen it."
  — Adrienne Ma, quoting a Washington, D.C. bartender (05:33)

• On quirkiness of Robinhood's offering:
  "Robinhood would not call it betting, although basically that's what it is."
  — Adrienne Ma (07:39)

• On the fluidity (and risk) of prediction markets:
  "You could actually just sell off your position before the game is over."
  — Adrienne Ma (09:07)

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Timestamps for Important Segments

• 02:12: Job retraining and depression: results from Denmark
• 04:29: Effects of retraining on worker spouses and relationships
• 05:02: -18% drop in Washington D.C. restaurant diners
• 05:28: Adrienne’s local perspective on law enforcement and dining fears
• 06:46: Discussion of “Restaurant Week” causing noisy data
• 07:22: Robinhood's 2 billion sports prediction contracts
• 08:09: Differences between prediction markets and traditional sports betting
• 09:07: Liquidity in prediction markets (“sell off your position before the game is over”)
• 10:10: Legal ambiguities and playful banter about “betting” terminology

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Summary Takeaways

• Job retraining programs can have profound mental health benefits, not just for injured workers but for their families. However, unexpected social dynamics may emerge, such as increases in relationship separations after reskilling.
• Washington D.C. restaurant activity displays a steep drop, likely due to both security concerns and misleading year-on-year data comparisons, reminding listeners to dig beneath headline numbers.
• Robinhood is helping blur the lines between investing, betting, and speculating with its rapidly growing prediction market platform, raising legal and regulatory questions as it pushes into sports.

The episode, as always, balances sharp data analysis with an approachable, conversational tone—leaving listeners better informed and, possibly, curious about both mental health research and D.C.’s restaurant scene.

Transcript

[A]

Npr.

[B]

This is the Indicator from Planet Money. I'm Waylon Wong here with the amazing Adrienne Ma.

[C]

Hello.

[B]

And the delightful Darien Woods.

[A]

A pleasure as always. The indicator triumvirate has gathered here on this fantastic Friday because it is the most hallowed day indicators of the week.

[B]

On today's episode, we've got new evidence.

[A]

On job retraining, Diner numbers going down.

[C]

In D.C. and the trading platform Robinhood is offering you a whole new way to lose money.

[B]

Where do I sign up?

[C]

We'll explain after the break.

[D]

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[E]

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[D]

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[C]

Indicators of the Week up first Darian Woods.

[A]

My indicator is one in three. One in three injured workers who avoided depression because they went through retraining. That's according to this working paper out this week through the National Bureau of.

[C]

Okay, so that sounds like a pretty hopeful result.

[A]

It's very good. This paper looked at people who had been injured badly in Denmark enough to make them lose earnings. And you know injuring yourself this way is terrible both for your physical health but also your mental health. The authors find that these people are more likely to take antidepressants. That all tracks and the authors wanted to quantify what exactly reskilling did for mental health. So the way things work in Denmark is that some diplomas or vocational degrees allow you to then can later go to higher education for a university degree. Others don't. So carpenters can later enrol in a construction architecture bachelor's. But a landscape gardener might have to make sure they have minimum high school requirements, and it would just take them a lot longer. So in this case, you've got one group eligible for reskilling and another not.

[C]

Hmm. Okay. So a sort of natural experiment.

[A]

Yeah. And they found there wasn't an increase in depression for the retraining workers.

[B]

To me, this seems kind of significant that an economist would even look at something like mental health and try to measure it as it relates to, you know, like, the labor market. And also this result seems significant to me.

[A]

It's a holistic approach, not just dollars and cents. They have a heart, too. And I know this because I called one of the co authors, economist Anders Humlem. Nice guy. And he said he was really surprised. The findings, too. He added, you know, this is about injured workers in the study. But he reckons you can apply the findings to all kinds of situations where you've got workers getting laid off, maybe it's in a recession or because their job was taken over by AI. Hmm.

[C]

So this really seems to make a decent case for the emotional benefits of this kind of retraining.

[A]

Yeah, and it goes broader than that. The paper also finds a reduction in depression in these workers spouses.

[C]

Oh, because there's, I guess, less of a burden on the spouse.

[A]

Yeah. And look, it's not all champagne and roses. Interestingly, these couples were actually more likely to separate when the injured worker reskilled. So they're happy individually and I guess they feel freer to leave.

[B]

They're like, I'm married to my job now, my new job that I love, that I just trained for, something like that.

[A]

Don't know how to think about it, but I guess they're happy.

[C]

Okay, so thank you, Darian. Waylon, why don't you go next?

[B]

Okay. My indicator is negative 18%. That is the average decrease in restaurant diners in Washington, D.C. last week compared with the same week in 2024. Now, this data comes from OpenTable, you know, the restaurant reservation website, and the company measures how many diners who make online reservations get seated.

[A]

I'm sure we've all seen the headlines coming out of D.C. over the last week, and, Adrian, you've actually been living it.

[C]

Yeah, it's been about a week since President Trump took over DC's police force and deployed the National Guard here. And interestingly, I was talking with a guy who actually tends bar in D.C. and this past weekend, he said it was the emptiest he had ever seen it. And he thinks it's because a lot of people were just kind of scared to show up because of the increased presence of law enforcement.

[B]

Yeah. And, I mean, that is certainly one explanation for the numbers we're seeing from OpenTable. National and local news outlets have quoted restaurant owners talking about the slowdown in business. You know, like this bartender you talked to, Adrian. But it might not be that simple. So do you guys know about Restaurant Week?

[C]

Yeah. This is when, you know, a bunch of restaurants in the city offer kind of special menus to try and get diners in the door.

[B]

Exactly. And so last year, restaurant week in D.C. ran from August 12th through 18th. So a decrease in 2025 might be expected. You know, this is noisy data.

[A]

Right. So no Restaurant week that time now. And so it looks pretty bad year on year. And then plus you've got this idea of fewer people wanting to eat out just in general in 2025.

[B]

Yeah. So you really have to, like, look at the numbers kind of closely.

[C]

But if Restaurant Week started this past Monday, I mean, wouldn't that help offset the drop in diners?

[B]

It is possible. So if you look at open table data for the week so far, the volume of diners was actually up on Monday, Tuesday, and Wednesday compared with last year. So we might need to wait a couple of weeks to see how this all really shakes out.

[A]

Well, I'm going to see when New York Restaurant Week is.

[B]

Yeah, get yourself a prefix menu. It's a bargain.

[A]

Well, now I'm hungry for some good data. Speaking of succulent numbers. Goodness, Adrian, tell me what your indicator is.

[C]

My indicator is 2 billion. 2 billion is the reported number of contracts traded on Robinhood's prediction market since it launched last fall.

[B]

I didn't even know Robinhood had a predictions market. So this is where you can, like, bet on the future of, like, current events and stuff, right?

[C]

Yeah. Although Robinhood would not call it betting, although basically that's what it is. So basically, it launched this prediction marketing schmetting. Yeah, they would call it schmetting. And so they launched this prediction market last fall to allow people to bet on the outcome of the presidential election. And this week, it announced a new thing, which is it's going to let users start betting on college football and pro football games.

[A]

Okay, Robin Hood getting in on that sports betting craze?

[C]

Yes, and kind of no. Yes. In that football is a sport. And this new feature will allow people to bet on It. But there are a couple key ways in which sports prediction market is different from typical sports betting. So in regular sports betting, the odds are set by the sportsbook or bookie, and that could be a casino or a company like FanDuel or DraftKings. What's different with a prediction market is that the odds are actually determined by the market participants based on how much they bet on one outcome or the other. And another difference is that the participants can also buy and sell their stake before the actual results of the event are known.

[B]

Oh, this seems kind of complicated.

[C]

Just to illustrate with an example, let's say you're betting on a game between the Kansas City Chiefs and the Chicago Bears.

[B]

That's my team. I can't name a single player on it, though.

[C]

It's a kind of a lopsided matchup.

[A]

Okay.

[C]

Yeah. So in a prediction market, you don't actually have to wait until the end of the game to see who wins or loses, and therefore, to find out whether you're going to cash in or whether you've just, you know, lost your bet. Instead, you could actually just sell off your position before the game is over.

[B]

Ah, okay. Honestly, this sounds really fun for a certain personality type, but also maybe really dangerous.

[C]

Yes. And it's still, you know, a lot of money out there for companies that want to make money from sports wagering. And I think a really interesting thing to watch going forward is this sort of brewing turf war between the traditional sports books and. And companies like Robinhood or Kalshi, these prediction markets that are making it possible to bet on sports. But interestingly, they're very careful not to call it betting. Otherwise they might be taxed under state gambling laws. And there are a bunch of lawsuits over this right now.

[A]

Are we going to be in legal trouble if we've been calling it betting this whole segment?

[B]

Can you Schmidt on the outcome of these lawsuits, these predictions?

[C]

I would not be surprised if somebody out there is, like, making that bet right now.

[B]

Well, I'm gonna go read up on the Chicago Bears.

[A]

This episode was produced by Angel Carreras with engineering by Jimmy Keeley. It was fact checked by Cooper Katz McKim and Corey Bridges. Kate Concannon edits the show and the indicator is a production of npr.

[D]

This message is from Synchrony bank, who wants to remind you to stay flexible. Not the yoga bending circus performing kind of flexible, financially flexible, like with their high yield savings account. Stay [e-mail] NPR member FDIC.