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INTRACTABILITY#23 of 56 by βWPaper #56
Child Labor in Global Supply Chains
Cost arbitrage across jurisdictions. 160M children in child labor globally. Ag-gag laws and supply chain opacity limit accountability.
WELFARE BETA
candidate beta-W 3.7
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
3.70
welfare beta
$592.5B
annual loss ($B/yr)
$160B
annual revenue ($B/yr)
KEY FINDINGS
THE COST ARBITRAGE FLOOR
Under Poverty Trap (A1: subsistence threshold), Supply Chain Opacity (A2: ≥45% audit failure), and Enforcement Deficit (A3: ILO lacks coercive power): no voluntary governance regime can reduce βW below a critical floor.
PLAIN ENGLISH
Child labor locks families into subsistence, making the next child's labor the only rational choice. When 160 million children are subject to this lock, their cumulative human capital destruction exceeds $500 billion per year. The revenue associated with extraction is dwarfed by the welfare cost to the children, their families, and the systems that fail to protect them.
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
Global supply chain child labor affects 160 million children, converting modest private gains into massive system welfare losses. Using the System Asset Pricing Model (SAPM), the paper estimates a system beta of 21.83, meaning each dollar of industry revenue from child labor is associated with $21.83 in welfare destruction across seven channels: human capital destruction, health damage, intergenera
SOURCE QUESTIONS
WHY THIS MATTERS
For the economist
Classified Intractability. The source-reported candidate beta-W of 3.7 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