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Law Review (Economics): Goss, Jacob and Mangum, Daniel- Liberty Street Economics- Sports Betting Is Everywhere, Especially on Credit Reports

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By Ed Boltz, 26 March, 2026

Available at: https://libertystreeteconomics.newyorkfed.org/2026/03/sports-betting-is-everywhere-especially-on-credit-reports/

Summary (Liberty Street Economics + NY Fed Staff Report)

The Federal Reserve’s analysis confirms what many consumer bankruptcy attorneys have been seeing anecdotally: legalized sports betting is not just entertainment—it is increasingly showing up as measurable financial distress.

Start with the scale. Since Murphy v. NCAA, more than 30 states have legalized mobile sports betting, generating over $500 billion in wagers. Legalization causes sportsbook spending to increase roughly tenfold, driven not by existing bettors gambling more, but by new participants entering the market.

But the most important—and troubling—finding is what happens next:

  • Only ~3% of the population takes up betting after legalization, but
  • Delinquencies increase across the entire population, by about 0.3 percentage points, and
  • Among the actual bettors, the implied increase in delinquency is roughly 10 percentage points—essentially doubling baseline distress.

And this is not confined neatly within state lines. Because betting requires only physical presence (not residency), there are significant cross-border spillovers:

  • Nearby “illegal” counties experience about 15% of the increase in betting activity, and
  • Nearly 60% of the increase in delinquency seen in legal states.

In other words: the financial harm spreads more efficiently than the betting itself.

The credit impacts are not evenly distributed. The data show that:

  • Younger borrowers (under 40) drive most of the deterioration
  • With notable increases in credit card and auto loan delinquencies
  • Credit scores decline modestly, but delinquency rises more meaningfully over time

The Liberty Street piece distills this bluntly: sports betting is now “everywhere,” and increasingly, it is “on credit reports.”

Commentary:

If this feels familiar, it should. Bankruptcy lawyers have seen this movie before—just with different props:

  • Payday loans in the 2000s
  • Title lending and subprime auto in the 2010s
  • And now, sports betting apps with push notifications and instant deposits

The difference this time is friction. Or rather, the complete lack of it.

You no longer need to drive to a casino, walk past a row of blinking machines, and make a conscious decision to gamble. Instead:

  • Your phone buzzes
  • You tap
  • You deposit (often on credit)
  • And you chase losses in real time

That is not just gambling—it is high-frequency, algorithmically nudged financial behavior.

And the data confirms what behavioral economics would predict: a small percentage of users drive outsized harm, but the system-wide impact shows up in delinquency, not winnings.

What This Means for Bankruptcy Filings

Expect this to become a quiet but meaningful driver of filings, particularly in Chapter 13:

  1. Credit Card Load-Up + Cash Advance Cycling
    Many debtors will fund betting through revolving credit, leading to rapid utilization spikes and eventual default.
     
  2. Auto Loan Defaults (especially subprime)
    The data already shows rising auto delinquencies. That is a pipeline straight into repossession and subsequent bankruptcy.
     
  3. Younger Debtors Entering the System Earlier
    The under-40 cohort is disproportionately affected—meaning earlier financial collapse and longer lifetime credit impairment.
     
  4. “Unexplained” Budget Failures in Chapter 13
    Trustees and practitioners will increasingly encounter plans that fail not because of income loss, but because of ongoing gambling leakage.
     
  5. Potential Litigation Angles
  • Unfair/deceptive practices (targeted marketing, inducements)
  • Credit extensions tied to gambling platforms
  • Data-driven nudging that may begin to resemble predatory lending dynamics

How the Bankruptcy System Should Prepare

This is where things get practical—and where the system is currently behind.

1. Intake and Screening Must Evolve

We need to start asking directly:

  • “Do you use sports betting apps?”
  • “How often?”
  • “How are you funding it?”

Because otherwise, this shows up later as “mysterious budget shortfalls.”

2. Trustee and Court Awareness
Chapter 13 trustees should be alert to:

  • Repeated post-petition overdrafts
  • Unexplained disposable income gaps
  • Payment instability tied to seasonal betting cycles (NFL season spikes are real, per the data)

3. Treatment: This Is Not Just ‘Bad Choices’
Gambling disorder is a recognized behavioral addiction. That means:

  • Referral pathways to gambling counseling (analogous to credit counseling)
  • Integration with mental health and addiction treatment
  • Possibly even conditions in plans where appropriate (carefully, and with due regard for feasibility)

4. Means Test and Disposable Income Questions

There is an unresolved tension here:

  • Are gambling losses “reasonably necessary expenses”? (No.)
  • But what about treatment costs? (Much stronger argument under § 707(b)(2)(A)(ii) and § 1325(b))

Expect litigation eventually on how to treat both.

5. Policy Level: The Externality Problem

The Fed paper highlights a classic issue:
States that don’t legalize still bear the bankruptcy and credit fallout, but get none of the tax revenue.

That is a recipe for:

  • Continued expansion of legalization
  • Without corresponding investment in consumer protection or treatment infrastructure

Final Thought

The most striking statistic is not the tenfold increase in betting.

It is this: a 3% participation increase produces a system-wide deterioration in credit performance.

That is the hallmark of a product that:

  • Concentrates harm
  • Spreads consequences
  • And hides in plain sight—until it shows up in bankruptcy schedules

Bankruptcy practitioners should treat this not as a curiosity, but as the next wave of consumer financial distress—one that is faster, more digital, and more psychologically engineered than anything that came before.

To read a copy of the transcript, please see:

Blog comments

Attachment
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sports_betting_is_everywhere_especially_on_credit_reports_-_liberty_street_economics.pdf (1.52 MB)
Document
sports_betting_across_borders_spatial_spillovers_credit_distress_and_fiscal_externalities.pdf (9.39 MB)
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