The Economist Group

magazine and business-intelligence publisher

The Economist Group

Industry News

A media and business-intelligence group publishing The Economist and related analysis, events, and research services. It has strong analytical value, but its elite institutional worldview and private ownership make its public-interest posture partial.

Why this matters: The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum.

Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 28* D - Extractive

* Tentative scaffolding score. Not human-checked or final.

Base Material39
Bonus+2
Cap41Ownership <= 4 and Governance <= 4
After Cap41
Penalties-13
!Not Verified
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Evaluation Overview

D - Extractive

The score turns mainly on Extraction, with the largest penalty coming from Reversibility.

Strengths

  • Extraction6/10
  • Loss-Bearing Fidelity5/7
  • Product Integrity5/5

Penalties

  • Reversibility-5
  • Accountability Opacity-2
  • Identity Capture-2
  • Human Harm-1

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims12
  • Direct axis claims11
  • Coverage11/18

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
3 / 10

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
4 / 10

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
6 / 10

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Labor Sovereignty
?
Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.
4 / 7

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
4 / 7

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
5 / 7

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
3 / 5

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
5 / 5

A media and business-intelligence group publishing The Economist and related analysis, events, and research services.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
5 / 5

The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • context The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative. [1]
  • context A media and business-intelligence group publishing The Economist and related analysis, events, and research services. [2]
  • context The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum. [3]

Penalties

Penalty Applied Why this penalty
Reversibility
?
Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.
-5

The Economist Group retains conduct relevant to the reversibility penalty: the record shows a concrete concern on that axis in this sector.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group retains conduct relevant to the reversibility penalty: the record shows a concrete concern on that axis in this sector. [6]
Human Harm
?
Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.
-1

The Economist Group retains conduct relevant to the human harm penalty: the record shows a concrete concern on that axis in this sector.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group retains conduct relevant to the human harm penalty: the record shows a concrete concern on that axis in this sector. [7]
Ecological Harm
?
Footprint, trajectory, irreversibility, culpability, and scale, including whether ecological harm is central to the model and continued after credible notice. Range: -30 to 0.
-1

The Economist Group retains conduct relevant to the ecological harm penalty: the record shows a concrete concern on that axis in this sector.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group retains conduct relevant to the ecological harm penalty: the record shows a concrete concern on that axis in this sector. [8]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

The Economist Group retains conduct relevant to the accountability-opacity penalty: the record shows a concrete concern on that axis in this sector.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group retains conduct relevant to the accountability-opacity penalty: the record shows a concrete concern on that axis in this sector. [9]
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.
-2

The Economist Group retains conduct relevant to the identity capture penalty: the record shows a concrete concern on that axis in this sector.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group retains conduct relevant to the identity capture penalty: the record shows a concrete concern on that axis in this sector. [10]
Surveillance Capture
?
Invasive surveillance, unreasonably non-optional tracking, facial recognition, biometric identification, or AI behavior scanning of customers, workers, bystanders, or the public. Range: -5 to 0.
-1

The Economist Group retains conduct relevant to the surveillance capture penalty: the record shows a concrete concern on that axis in this sector.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group retains conduct relevant to the surveillance capture penalty: the record shows a concrete concern on that axis in this sector. [11]
Ideological Disavowal
?
Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.
-1

The Economist Group's public framing is assessed as ideological-disavowal evidence because The Economist Group shows bounded neutrality theater: some contested choices are softened through…

Calibration notes

Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological.

Uncertainty
  • This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions.
Linked evidence
  • The Economist Group's public framing is assessed as ideological-disavowal evidence because The Economist Group shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint. [12]

Bonus Credits

Bonus Credit Why this credit
Constitutional Spirit
?
Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.
1 / 3

Its publishing/news role provides durable public, reader, or author value beyond ordinary extraction.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group receives constitutional spirit credit because its publishing/news role provides durable public, reader, or author value beyond ordinary extraction. [4]
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.
1 / 3

Its publishing/news role provides durable public, reader, or author value beyond ordinary extraction.

Calibration notes

Comparative anchor: Second-layer publishing/news pass; calibrated against major academic publishers, technical publishers, global news brands, magazines, and media conglomerates.

Uncertainty
  • Focused second-layer category pass; later review should add more labor, pricing, ownership, editorial, and user-data evidence.
Linked evidence
  • The Economist Group receives good deal credit because its publishing/news role provides durable public, reader, or author value beyond ordinary extraction. [5]

Confidence Basis

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

Medium 68/100

12 verified linked claims 11 direct axis claims 0 disputed claims 11/18 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 13/20

12 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

11 direct claims across 18 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 6/10

11/18 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.
Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.
1The Economist Group is structured as private media group, not as a worker-, reader-, author-, or public cooperative.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

2A media and business-intelligence group publishing The Economist and related analysis, events, and research services.

Product Integrity Verified Medium confidence AI-generated / human-pending

AI scaffold

3The Economist has strong analytical product value, but elite ideology, private ownership, and professional identity capture keep it mid-spectrum.

Calculation Verified Medium confidence AI-generated / human-pending

AI scaffold

4The Economist Group receives constitutional spirit credit because its publishing/news role provides durable public, reader, or author value beyond ordinary extraction.

Constitutional Spirit Verified Medium confidence AI-generated / human-pending

AI scaffold

5The Economist Group receives good deal credit because its publishing/news role provides durable public, reader, or author value beyond ordinary extraction.

Good Deal Verified Medium confidence AI-generated / human-pending

AI scaffold

6The Economist Group retains conduct relevant to the reversibility penalty: the record shows a concrete concern on that axis in this sector.

Reversibility Verified Medium confidence AI-generated / human-pending

AI scaffold

7The Economist Group retains conduct relevant to the human harm penalty: the record shows a concrete concern on that axis in this sector.

Human Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

8The Economist Group retains conduct relevant to the ecological harm penalty: the record shows a concrete concern on that axis in this sector.

Ecological Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

9The Economist Group retains conduct relevant to the accountability-opacity penalty: the record shows a concrete concern on that axis in this sector.

Accountability Opacity Verified Medium confidence AI-generated / human-pending

AI scaffold

10The Economist Group retains conduct relevant to the identity capture penalty: the record shows a concrete concern on that axis in this sector.

Identity Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

11The Economist Group retains conduct relevant to the surveillance capture penalty: the record shows a concrete concern on that axis in this sector.

Surveillance Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

12The Economist Group's public framing is assessed as ideological-disavowal evidence because The Economist Group shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending

AI scaffold

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Evidence comes in through contributors, is checked by verifiers, and is synthesized by reviewers. Founder authority remains narrow and visible; scores recalculate when verified claims or the rubric change.

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