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INTRACTABILITY#21 of 56 by βWPaper #40
Gambling
Mobile sports betting and online gambling expand high-frequency behavioral-risk exposure with limited consumer protection. The current canonical βW is 4.56.
WELFARE BETA
candidate beta-W 4.56
source-reported average; admission pending independent channel and denominator review
THEOREM TYPE
Intractability
institutionally reformable
SOURCE STATUS
Summary + deck generated
verified by paper record
Reading welfare beta
Welfare beta, written as βW and pronounced beta W, means annual system-welfare loss divided by annual industry revenue, written as Π and pronounced capital pi. Revenue is the denominator, never profit; ΔW and Π must use the same domain, same time period, and same activity boundary. See the welfare-beta methodology manual.
OPEN HTML DECK ↗Deck mode is an on-site reading view, not a PowerPoint download.
Theorem status: evidence-traced claim under the cited paper's assumptionsMC interval status: re-estimation required; legacy template bands are withheldWelfare beta is a source-reported candidate average; channel and denominator admission is pendingAnnual industry revenue is the denominator, not profit; both quantities must share the activity boundaryFalsification: show the same game preserving system welfare without changing the payoff structure
4.56
welfare beta
$328.5B
annual loss ($B/yr)
$72B
annual revenue ($B/yr)
KEY FINDINGS
THE ALGORITHMIC EXPLOITATION FLOOR
No impossibility theorem — institutional Private-Systemic Tension. System welfare cost arises from identifiable institutional failures: regulatory capture ($817M lobbying), state fiscal dependence, and product design that deliberately engineers addiction.
PLAIN ENGLISH
Commercial gambling concentrates losses among problem gamblers, who supply 60–90% of revenue. The cooperative baseline — casinos as pure recreation — would earn $27.8B. The current system extracts $72B. The difference is predatory premium. The system absorbs the cost through suicide, family dissolution, bankruptcy, and regulatory capture.
six-lane CONFLICTORING ADVICE
EVIDENCE & LIMITATIONS
- Theorem status: evidence-traced claim under the cited paper's assumptions
- MC interval status: re-estimation required; legacy template bands are withheld
- Welfare beta is a source-reported candidate average; channel and denominator admission is pending
- Annual industry revenue is the denominator, not profit; both quantities must share the activity boundary
- Falsification: show the same game preserving system welfare without changing the payoff structure
REFERENCES / CITATION STATUS
Reference counts for this manuscript have not been published yet. Treat its citations as unverified until a source list is available.
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EXECUTIVE SUMMARY
The US commercial gambling industry generated $72 billion in gross gaming revenue in 2024, but this figure masks a massive welfare cost. This study applies the System Asset Pricing Model (SAPM) to measure the welfare cost per dollar of gambling revenue. Using a six-channel decomposition and 100,000-draw Monte Carlo simulation, the paper estimates a median aggregate welfare cost of $297.5 billion p
SOURCE QUESTIONS
WHY THIS MATTERS
For the economist
Classified Intractability. The source-reported candidate beta-W of 4.56 is the average system-welfare loss per dollar of industry revenue. Its channel inputs, denominator, and uncertainty packet still require independent admission.
For the regulator
The constraint is institutional, so a well-designed rule can reach a better outcome. Check whether a proven policy model already exists for this domain.
For the executive
This is where a privately efficient decision can degrade the system the business depends on. The governance question is which decision records would make that system cost visible before it is normalized.
For the teacher
An on-site HTML deck and the expanded curriculum cover the argument, the evidence, and the measurement. Use the deck as a self-contained class session, then route deeper through the 45-50h core course or 100+h full curriculum.
For the affected community
In plain terms: who gains from the current arrangement, who pays for it, and what rule change would alter that split. The summary states each without jargon.
RELATED BY WELFARE BETA
Welfare beta is shown on the same scale for each card: annual system-welfare loss divided by annual industry revenue, with both measured on the same domain, same time period, and same activity boundary.
© 2026 Erik Postnieks · Independent Researcher · Salt Lake City