Decision Accounting and the Recognition Problem: Answering the OECD Objection

The OECD Principles are framework rules, not decision records

The paper answers one narrow objection: OECD recognition does not prove decision-level accountability because recognized governance principles do not require reconstructable decisions.

• The operative question is whether a decision can be reconstructed after the fact, not whether governance principles exist.
• OECD and G20/OECD Principles cover disclosure, board responsibility, shareholder rights, and stakeholder treatment.
• They require 0 of the 16 Decision Accounting fields as a complete decision record, so β_WOECD = 1.000.

Principle compliance can leave alternatives, assumptions, and welfare missing

The OECD objection treats framework-level satisfaction as if it were decision-record satisfaction. The paper separates those tests.

• A principle is satisfied through laws, codes, board charters, reports, and compliance statements.
• A reconstruction standard is satisfied only when a specific decision record contains required fields.
• A board can satisfy a governance code while leaving no reliable account of rejected alternatives, accepted uncertainty, or externalized welfare loss.

Recognition depends on field coverage and falsifiability

The Recognition Theorem says governance principles do not become reconstruction standards because they are internationally recognized.

• Proposition 1: principles and reconstruction standards have different satisfaction conditions.
• Proposition 2: OECD, G20/OECD, UNGP, and IFC frameworks do not require the full 17-field DA record.
• Proposition 3: lack of adoption machinery does not prove lack of need.
• Proposition 4: principle compliance without reconstruction creates the Hollow Win equilibrium.

Reconstruction requires a complete field structure

Decision Accounting defines the minimum record needed to reconstruct who decided, why, against what options, using what evidence, and with what welfare effects.

• Fields 1 to 4 identify the decision, decision-maker, time, context, and circumstances.
• Fields 5 to 11 record alternatives, criteria, evidence, reasoning, assumptions, uncertainty, and trade-offs.
• Fields 12 to 16 record stakeholders, externalities, private welfare, calibration, and system welfare across fiscal, competitive, regulatory, social, and ecological categories.

The missing fields are exactly where accountability breaks

The paper names the fields that broad governance principles leave outside the record.

• Without Field 5, a reviewer cannot tell whether feasible alternatives were ignored.
• Without Field 9, hidden assumptions cannot be tested.
• Without Field 10, uncertainty disappears from the record.
• Without Field 15, predictive accuracy cannot be calibrated over time.
• Without Field 17, fiscal, competitive, regulatory, social, and ecological harms remain outside the decision file.

High recognition can coexist with low reconstruction coverage

makes the OECD objection measurable by separating international recognition from decision-record specificity.

• OECD Principles: high recognition, low decision-record specificity, 0/16 complete fields, recognition gap 1.000.
• G20/OECD Principles: high recognition, low decision-record specificity, 0/16 complete fields, recognition gap 1.000.
• UNGPs: high recognition, medium specificity for human rights due diligence, 3/16 partial fields, recognition gap 0.8125.
• DA 17-field standard: not yet institutionalized, high specificity, 16/17 fields, recognition gap 0.000.

Human rights due diligence is partial reconstruction, not a complete DA record

The UNGPs come closer than broad corporate governance principles, but only for a subset of harms and only for part of the DA structure.

• The paper credits UNGP due diligence with partial coverage of fields 12, 13, and 14.
• UNGPs do not require a general corporate decision record for alternatives, criteria, evidence, reasoning, assumptions, uncertainty, trade-offs, or calibration.
• That is why β_WUNGP = 13/16 = 0.8125 rather than 0.

The Hollow Win pays insiders while system welfare stays unmeasured

The paper links the recognition problem to the Missing System Theorem: visible compliance can generate legitimacy and revenue while system-level loss remains unrecorded.

• Regulators receive reform credit from recognized principles.
• Firms receive compliance legitimacy while preserving interpretive flexibility.
• Professional advisers benefit when ambiguity creates advisory demand.
• The missing party is the system: fiscal capacity, competitive integrity, regulatory credibility, social trust, ecological stability, and future enforcement capacity.

DA extracts a common record from fragmented documentation regimes

The paper argues that DA is not invented from scratch. Its fields recur across regimes that require documentation when decisions must survive review.

• Named sources include SOX, SM&CR, DORA, Basel operational risk principles, FFIEC expectations, Australia’s FAR, Hong Kong’s Manager-In-Charge regime, and the EU AI Act.
• Other sources include sentencing compliance rules, Caremark oversight doctrine, ISO 31000, COSO ERM, NIST frameworks, FDA quality regulation, GDPR, and FATF rules.
• The regimes do not require the same document, but they converge on recurring documentation categories.

Standards often start with recognized need, not complete machinery

The paper rejects the claim that DA must wait for OECD endorsement before it can be necessary.

• International accounting standards existed before full global endorsement machinery matured.
• The Basel Committee formed after cross-border banking failures exposed a need for supervisory coordination.
• The metric system gained scientific and administrative recognition before stable international metrology machinery.
• For DA, recognition should proceed through regulatory convergence, sectoral mandates, investor demand, and falsifiable field coverage.

The OECD objection only wins by finding all 17 fields elsewhere

The paper makes the Recognition Theorem falsifiable, so the debate can be resolved by field coverage rather than status claims.

• The theorem fails if an existing governance principle necessarily entails all 16 DA fields.
• It fails if OECD, G20/OECD, UNGP, IFC, or a comparable framework already requires the full record.
• It fails if a jurisdiction achieves reliable decision-level accountability without a reconstruction standard.
• Until then, OECD recognition adds legitimacy but does not close the reconstruction gap.