# The Removal Economy

**A measurement methodology for double-extraction population-removal regimes**

*B. Greenway · ThinkWell Labs Metrology · May 2026*

*Companion methodology paper to the Removal Economy — Extraction Toroid and to the Obfuscratic Sabbotarchy — Deception Arcane signature instrument.*

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## Abstract

The contemporary attack on immigration is typically read as a border-control question, a humanitarian question, or a question of cruelty. This paper proposes that it is more precisely measured as a *closed extractive cycle* with a distinctive and quantifiable property: **double extraction**. The same population is extracted from twice, by overlapping beneficiary coalitions — once as under-compensated, deportable labor while present, and again as the raw material of a detention-transport-real-estate contracting economy while being removed. The cycle's defining feature is that the manufactured dysfunction of the removal apparatus — the backlog, the raid, the emptied field — is not a failure of the operation but its product, because each unit of dysfunction is an input to a contract. The methodology treats this as a measurement problem rather than a rhetorical accusation: the framing that codes the labor as a *drain* while present and a *threat* while removed is the obfuscratic layer the cycle depends on, and the diagnosis must survive the documented figures, not produce them. Reduced to a single quantity, the operation describes a transfer of the *financial health of the nation* from the places it does the most good into private extraction — the common term this instrument shares with every other on the site.

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## 1. The problem this methodology addresses

Two analytical failures recur in discourse about immigration enforcement.

The first failure is *measurement without the operation*. Economists and policy researchers measure the components in isolation: the labor contribution of immigrants in one study, the fiscal cost of mass deportation in another, the revenue forgone in a third, the profits of detention contractors in a fourth. Each measurement is sound; none sees the cycle, because each treats its component as a discrete policy outcome rather than as one stage of a single circulation in which the output of each stage funds the next. The contribution is filed under *labor economics*, the enforcement under *immigration policy*, the contractor revenue under *markets* — and the structural fact that the three are the same money moving in a loop disappears into the disciplinary boundaries.

The second failure is the inverse: *naming without measurement*. An observer perceives that the crackdown is cruel, or racially motivated, or economically self-defeating, and asserts as much. The assertion may be correct; it cannot discipline the discourse, because it offers no instrument by which the cruelty or the self-defeat can be distinguished from ordinary enforcement, and critics rebut with the protective framing — *this is border security; this is the rule of law* — and the argument loops without resolution.

The methodology proposed here addresses both failures by specifying the unit of analysis as the **cycle**, and by identifying the measurable property — double extraction — that the cycle exhibits and ordinary enforcement does not.

## 2. The originating insight: extraction is doubled, not single

The insight is that the population at the center of the operation is a site of extraction in *both* of its administrative states, and that the same coalitions are positioned to collect in each.

While the population is **present**, it is extracted from as labor: wages held low by the disciplining fact of deportability, and a net fiscal subsidy paid into programs the payer is barred from drawing. While the population is **removed**, it is extracted from again — now as throughput for an apparatus of detention beds, charter flights, and rapidly-procured real estate, funded by public appropriation. The two extractions are not in tension; they are sequential phases of one operation, and the political framing inverts the reality in each phase so that the public underwrites the harm done to its own interest. The labor that builds the country is coded a *drain* while it builds; the same labor is coded a *threat* while it is torn out.

This doubling is the property the instrument measures. An enforcement regime that merely removed unauthorized residents would exhibit single extraction at most, and would forgo rather than monetize the removal. The Removal Economy monetizes both states, and the manufactured dysfunction that prolongs the second state — the backlog, the detention duration, the third-country logistics — is what maximizes the take.

## 3. The substrate, stated as benefit

The methodology's first measurement is of the layer under attack, and it is stated as a benefit because that is what the documented record shows. Approximately one in five U.S. workers is foreign-born (≈30.8 million of ≈161 million, 2024). An estimated 8.3 million undocumented workers — 5.2% of the workforce — concentrate in the functions the consumer economy is physically assembled by: roughly a quarter of agricultural labor (and over half of graders and sorters), close to a third of construction, better than a quarter of home health aides, with the largest undocumented counts in construction (≈1.5M), restaurants (≈1M), agriculture (≈320K), landscaping (≈300K), and food processing (≈200K).

The same population is a net fiscal contributor. In 2022 it paid an estimated $96.7 billion in federal, state, and local taxes, including $25.7 billion into Social Security and $6.4 billion into Medicare — programs from which it is, in most cases, permanently barred. Per capita, roughly $8,889 a year. This is the first extraction, already operating: value taken at below-market price, and a subsidy paid into a commons the payer cannot enter.

## 4. The obfuscratic layer: the manufactured threat

The transition from the first extraction to the second requires a framing operation, and it is the same operation documented in the Obfuscratic Sabbotarchy framework: sabotage presented as security. A workforce deliberately held in legal limbo is the most extractable workforce available, because limbo is what makes it simultaneously cheap and expellable. Recoding that engineered dependency as *invasion* converts a structural reliance into a political asset and supplies the public justification the removal apparatus needs in order to operate in daylight. The contradiction between years of tolerated entry and the subsequent manufactured emergency is not an inconsistency in the operation; it is the operation seen from its two ends.

## 5. The removal and the harm

Enforcement is aimed, measurably, at the substrate of section 3 rather than at the border: more than half a million removed, a detained population at a record (above 70,000 at peak, the highest since the agency's 2003 creation), the majority held in privately operated facilities. The harm that follows divides into two measurable channels.

The first is *supply*. After raids, farmworker non-appearance reached as high as 75% in some regions, with 25–45% ceasing work in concentrated agricultural counties; crops are documented rotting unharvested; the USDA projected food-price increases of 2.9% (2025) and 2.2% (2026); and a 10% reduction in the agricultural workforce implies on the order of a 4.2% fall in produce output and a 5.5% fall in farm revenue. The Labor Department itself conceded "a sufficient risk of supply shock-induced food shortages."

The second channel is *fiscal*, and it is the one most easily missed. Removal does not relocate the contribution measured in section 3; it destroys it — on the order of $8.9 billion in annual tax revenue forgone per million people removed, against the $96.7 billion base. The destruction is then funded: a 2025 immigration-enforcement appropriation of roughly $170 billion (including $45 billion for new detention capacity, a 265% increase to that line), a sustained cost on the order of $88 billion a year to remove a million people annually, and a projected reduction in GDP of $1.1–1.7 trillion. The nation forgoes the revenue and then spends a multiple of it to do so — and the spend is not destroyed but *routed*, which is the subject of section 6.

## 6. The extraction architecture

The appropriation booked as a loss in section 5 reappears as revenue in three documented ledgers, each rising in step with the removal.

| Ledger | Documented magnitude (2025) | Mechanism |
|--------|------------------------------|-----------|
| Detention | >$1B each to GEO Group and CoreCivic; GEO record $254M profit (≈700% increase), $2.63B revenue; CoreCivic ICE revenue +54.6% YoY | Paid per detained person, per day; duration of detention is revenue |
| Transport / deportation | CSI Aviation obligations $363.9M (FY24) → $1.1B (FY25), incl. a $562M daily-charter contract; GlobalX flew 74% of removal flights, 1,700+ flights moving 44,000+ people in ~3 months | Paid per flight and per seat; volume of removal is revenue |
| Real estate | "Alligator Alcatraz": 34 no-bid contracts exceeding $360M in three months, ≈$450M/yr to operate; GardaWorld $313.4M for an Arizona warehouse site | Emergency-procured land and lease; the facility itself is the asset |

The methodological claim is that the dysfunction is the product. Asylum backlogs, prolonged detention, and the chaos of third-country logistics are not the apparatus failing to remove people efficiently; they are the apparatus generating demand for beds, flights, and facilities. The slower and crueler the operation, the longer the bed-day, the fuller the plane, and the larger the build.

## 7. The unpriced term

A measurement confined to dollars would record the operation as efficient. The methodology therefore carries an explicitly unpriced term: the human cost the contracts externalize. 2025 was the deadliest year in ICE custody since 2004 — 31 deaths, roughly one every six days, December the deadliest month on record. Family separation reached 18,277 parents detained, tied to approximately 60,000 U.S.-born children; 60% of detained mothers of U.S.-citizen children were deported; more than 100 citizen children were left without a parent, against a running total above 100,000 children separated. Naming the cycle requires returning this term to the equation from which the contracts remove it.

## 8. The double-extraction ledger and the common quantity

The operation resolves into a single comparison.

| | Extraction 1 — while present | Extraction 2 — while removed |
|---|---|---|
| What is taken | Cheap, deportable labor; $96.7B in taxes incl. unclaimable benefits | Detention bed-days, charter seats, no-bid construction and leases |
| Mechanism | Legal limbo that holds wages low | Manufactured backlog and raids that generate contract demand |
| Beneficiary | Employers; safety-net solvency | Private-prison equity, charter operators, politically-connected developers |
| Public framing | "A drain; they take jobs" | "Border security; the rule of law" |

Stripped of the framing, one quantity remains standing: the *financial health of the nation*. A workforce that funded the commons is destroyed as revenue, and the funds nominally saved are not returned to the commons but spent, at a multiple, on private extraction. This is the operation every instrument on the site records in its own domain — public value pulled out of the places it does the most good and re-booked as private gain — and the immigration crackdown is its clearest and most cleanly measurable instance. The general statement of this operation is the subject of the companion paper, *The Substrate Attack*.

## 9. Method notes and limits

The figures throughout are documented public estimates compiled as of May 2026. Sector shares, the 2022 tax base, contract magnitudes, and macroeconomic projections each carry the uncertainty of their sources and are presented as orders of magnitude where exact accounting is unavailable. The *double-extraction* reading is the instrument's interpretation, anchored to but distinct from the underlying data; patterns, incentives, and outcomes are offered as interpretation of public facts, not as findings of fact or legal conclusions about any individual or organization. The instrument documents an operation; it does not allege a crime.

## Appendix: Evidence anchors

Workforce composition: USAFacts (immigrant workforce by industry), KFF (rural workforce). Fiscal contribution: ITEP, *Tax Payments by Undocumented Immigrants* (2024). Cost and revenue forgone: American Immigration Council (*Mass Deportation* cost reports; the 2025 ≈$170B appropriation), Penn Wharton Budget Model (fiscal and GDP effects). Agricultural harm: AEI (immigration enforcement and the agricultural sector, 2025); Fortune (Labor Department on supply-shock shortages). Extraction ledgers: Common Dreams and OpenSecrets (GEO Group, CoreCivic, deportation air carriers); Harvard Law Review (the South Florida detention facility). Human cost: NPR (deadliest year in ICE custody); CNN, ProPublica, and Brookings (family separation).

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*Document version: 0.1 · May 2026 · companion to the Removal Economy — Extraction Toroid and to The Substrate Attack.*