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Work, Dignified · GBPE Framework v3.0

Governance by Political Economy · v3.0 · Updated April 7, 2026

Leaders govern better
for people who can
hold them accountable.

The GBPE Framework scores elected officials and corporate executives across 11 dimensions of governance. Not ideology. Not party. Documented actions — and their documented consequences.

60+ Entities Analyzed
11 Dimensions
900+ APA Citations
2,500 Years of History
14yr Research Initiative
+5.4 Largest Electoral Accountability Gap — Clinton: 8.2 domestic / 2.8 global. Victims couldn’t vote.
7.4 Indigenous Governance Average — 5 nations avg 7.4/10, significantly above the corporate mean of 4.8/10.
−4.6 Trump’s 7-Year Collapse — 5.5 (2019) → 0.9 (Mar 2026). Fastest democratic decline in a major power since Weimar.
0× Ideology as Predictor — Self-identification (“democratic,” “people’s republic”) has zero predictive value for governance behavior.
+37% ESOP Advantage — Employee-owned SEH (6.8/10) outscores non-ESOP Minnesota companies by 37% on the same rubric.

63 Entities. One Rubric. No Exceptions.

Every entity — Fortune 500, Roman emperor, Indigenous confederacy — scored on the same 11 dimensions with the same evidence standard. A selection across all categories.

Government · Contemporary

Jacinda ArdernNZ
8.2
Tina SmithMN
7.1
Lula da SilvaBR
6.8
Tim WalzMN
6.5
Amy KlobucharMN
6.0
Barack ObamaUS
5.2
Joe BidenUS
3.9 rescored
Pete StauberMN
1.8
JD VanceUS
0.8
Donald TrumpUS
0.9 live

Corporate

PatagoniaCorp
8.2
MondragónCoop
7.5
CostcoNYSE
7.0
SEH (ESOP)MN
6.8
AnthropicPBC
5.2 live
HormelMN
4.8
PalantirPLTR
2.5
TeslaTSLA
2.0
Meta PlatformsMETA
1.5

Indigenous Governance

Anishinaabe DoodemagGreat Lakes
7.7
Haudenosauneec. 1142 CE
7.5
White Earth NationMN
7.3
Dakota Oceti ŠakowiŋMN/SD
7.3
Red Lake NationMN
7.0

Historical

Marcus Aurelius161 CE
5.9
Abraham Lincoln1861
5.5
Andrew Jackson1829
1.0
Pol Pot1975
0.3

All scores post-intersectional. live = updated since initial publication. rescored = new evidence triggered revision. Full evidence trackers and 900+ APA citations available via the entity hub. Reach out for the full entity grid

All GBPE Analyses

Each analysis applies the same 11-dimension evidence standard — whether the subject is a sitting U.S. senator, a Fortune 500 CEO, an Indigenous confederacy, or a Roman emperor. Same rubric. Same conservative estimation. No curve.

Government · New

Minnesota Cohort — April 2026

Six Minnesota-connected officials scored across all 11 dimensions. The lowest-scoring Democrat (Klobuchar, 6.0) outscores the highest-scoring Republican (Stauber, 1.8) by 4.2 points. The “both sides” claim, measured.

6 Officials v3.0 April 7, 2026 Reach Out for Details
Government · Live Score ↓

Trump Administration — Deep Dive

0.9/10 as of March 1, 2026. Below the 1.0 threshold. Operation Epic Fury, unauthorized Iran war, 150+ court orders violated, two U.S. citizens killed by ICE. Dimension-by-dimension evidence with full intersectional analysis and comparative context.

0.9/10 11 Dimensions Updated Mar 2026 Reach Out for Details
Government · Investigative

Biden: “Where Did They Go?” — EAG Analysis

Biden rescored to 3.9/10. EAG widened to +5.0 after Reuters revealed five suppressed USAID cables and Al Jazeera documented 2,842 Palestinians vaporized by U.S.-supplied weapons. Includes full legal appendix on international law violations.

3.9/10 Rescored EAG: +5.0 Feb 2026 Reach Out for Details
Full Entity Hub · 63 Entities

Complete GBPE Entity Grid + Anthropic Analysis

The full 63-entity interactive grid, filterable by category. Plus: the five-scenario Anthropic analysis (5.2/10, pending Pentagon deadline), Truth & Reconciliation Pathway, score revision history, and all key findings in one place.

63 Entities Live Scores Anthropic: 5.2/10 Reach Out for Details
Inside the Entity Hub

22-Leader Global Cohort — Jan 2026

The flagship v2.0 analysis. Ardern (8.2) to Pol Pot (0.3). The dataset that established the Electoral Accountability Gap as a cross-cultural pattern across 6 continents and all governance types. Housed in the full entity grid.

22 Leaders 6 Continents v2.0 Reach Out for Details
Corporate Governance

Tech Sector Analysis — Meta, Palantir, Tesla

Meta 1.5/10. Palantir 2.5/10. Tesla 2.0/10 — all Authoritarian Consolidation. UN-verified genocide complicity (Myanmar, Gaza). $257M+ ICE contracts. Traditional ESG missed all of it. 420+ documented sources.

3 Corporations 420+ Sources Deep Dive Reach Out for Details
Corporate Governance · Minnesota

Minnesota Seven — ESOP Advantage Analysis

SEH (ESOP, 6.8/10) outscores non-ESOP Minnesota companies by 37%. Schwan’s chose a $1.8B sale over worker ownership — 1,100 jobs gone. Malt-O-Meal: $1.15B to families, layoffs to workers. The ownership structure choice has governance consequences.

7 Companies ESOP Research Feb 2026 Reach Out for Details
Newsletter · Ongoing

Work, Dignified — Ongoing Coverage

Ongoing editorial analysis via the Work, Dignified newsletter. GBPE scores in context, new tracker releases, methodology notes, and accountability reporting as the political record evolves. Subscribe free.

Substack Free

Methodology Sample

Haudenosaunee Confederacy: Historical Governance Analysis

How the GBPE Framework adapts to historical governance systems. 11-dimension scoring, confidence bands, evidence-quality assessment, and dual contemporary/modern standard methodology. Prepared for Haudenosaunee expert review.

11 Dimensions. Two Scores. One Gap.

Version 3.0 adds Socioeconomic Rights (D11) and applies a three-lens intersectional methodology across all dimensions: non-Western perspective, disability justice (Sins Invalid framework), and intersectional compounding. Disability justice is a cross-cutting lens — not a standalone category.

The Electoral Accountability Gap

Every leader gets two scores: a domestic score reflecting governance for constituents with electoral power, and a global score reflecting impact on people who cannot vote them out.

The gap between these numbers is the Electoral Accountability Gap — a structural incentive problem built into democratic systems. When victims can’t vote, there’s zero electoral accountability for their deaths.

Bill Clinton: 8.2 domestic / 2.8 global (+5.4). Obama: 7.5 / 2.9 (+4.6). Biden: 6.8 / 2.5 (+4.3). The pattern holds across party lines. The magnitude is what varies.

0 – 1
Genocidal / Totalitarian Pol Pot: 0.5
1 – 3
Authoritarian Consolidation Trump: 0.5
3 – 5
Hybrid / Competitive Authoritarian Orbán: 3.0
5 – 6.5
Democratic With Extraction Klobuchar: 6.0
6.5 – 8.5
Functional Democracy Ardern: 8.5
8.5 – 10
Exceptional Governance Theoretical ideal
D1
Rule of Law & Constitutional Order
Adherence to legal frameworks, checks and balances, court orders
Domestic
D2
Civil & Political Rights
Freedom of speech, assembly, political participation
Domestic
D3
Democratic Processes
Free/fair elections, peaceful transitions, voter access
Domestic
D4
Judicial Independence
Impartial courts, protection from political interference
Domestic
D5
Press Freedom & Information Access
Media independence, journalist protection, public records
Domestic
D6
Anti-Corruption & Accountability
Government integrity, inspector general function, oversight
Domestic
D7
Minority & Indigenous Rights
Protection of racial, ethnic, and Indigenous communities
Domestic
D8
Women’s Rights & Gender Equality
Reproductive rights, GBV protections, political participation
Domestic
D9
Climate & Environmental Policy
Emissions reduction, environmental enforcement, treaty adherence
Domestic
D10
Foreign Policy & Human Rights
International cooperation, mass atrocity prevention, civilian protection — scored both domestically and globally
Domestic + Global
D11
Socioeconomic Rights (v3.0)
Labor rights, healthcare access, housing, disability rights, food security, economic mobility
Domestic

The data is documented. The framework is published. The analysis is yours.

Explore the full scoring rubrics, methodology appendix, and evidence trackers — or subscribe to Work, Dignified for ongoing coverage.

Primary Action · ICC Accountability

Stop Enabling Genocide. Make Congress Choose Sides.

The ICJ found plausible evidence of genocide in Gaza. The U.S. provided $18+ billion in weapons. International law has a term for that: complicity. Text or click to sign.

Text SIGN PVLNBX to 50409 Sign Petition PVLNBX
Secondary Action · Corporate Accountability

They Wanted Citizens United. Make Them Use It.

Corporations argued they are people with political speech rights. Meta scores 1.8/10. Palantir scores 2.6/10. Demand the Corporate Accountability for Democratic Governance Act.

Text SIGN PGXLGU to 50409 Sign Petition PGXLGU
AI Research Disclosure. This framework was developed through collaborative research between Tiffany M. Ryan, MA and Claude (Anthropic, 2026). All strategic decisions, framework design, conceptual innovations, and final quality control were human-led. All factual claims reviewed and validated by the analyst. The analyst takes full responsibility for the analysis and conclusions presented. · Citation: Ryan, T. M. (2026). GBPE Framework v3.0. Work, Dignified. tiffmryan.com/gbpe