Heartland Institute

climate-denial think tank

Heartland Institute

Industry Environment

A free-market policy nonprofit known for climate-change denial and anti-regulatory environmental advocacy, alongside work on taxes, education, health, and energy. Heartland Institute scores low because of ecological harm, documented human harm, and youth capture, with poor loss-bearing fidelity and weak worker power reinforcing the negative evaluation.

Why this matters: Heartland is a severe calibration case for harmful advocacy: the product is not pollution itself, but organized climate-denial and anti-regulatory influence.

Letter grade F Malignant High confidence (AI) Rubric gcd-rubric-v1

Final Score -24* F - Malignant

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

Base Material8
Bonus+1
Cap35Ownership <= 2 and Governance <= 2
After Cap9
Penalties-33
G
Private Government badge

Heartland Institute receives PG because it functions as a private policy engine: donor and staff priorities are converted into public-rule pressure without accountability to the people and ecosystems affected.

Evidence: [17]

L
Policy Capture: L for Lobbying

The L badge appears when the Policy Capture penalty is severe. Here, L stands for Lobbying: the policy-capture value is -10, meaning the evidence indicates major private-interest lobbying or policy pressure against workers, customers, citizens, affected communities, democratic accountability, or ecological life.

Evidence: [16]

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Evaluation Overview

F - Malignant

The score turns mainly on Ownership, with the largest penalty coming from Ecological Harm.

Strengths

  • Ownership2/10
  • Governance2/10
  • Extraction2/10

Penalties

  • Ecological Harm-12
  • Policy Capture-10
  • Human Harm-5
  • Youth Capture-3

Evidence state

  • ConfidenceHigh confidence (AI)
  • ThoroughnessExhaustive (AI)
  • Linked claims17
  • Direct axis claims16
  • Coverage16/16

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
2 / 10

Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
2 / 10

Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
2 / 10

Heartland advocacy tends to shield industry and donors from public environmental constraint rather than reduce extraction.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland advocacy tends to shield industry and donors from public environmental constraint rather than reduce extraction. [3]
  • context Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
  • context Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]
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.
1 / 7

Heartland is a professional policy nonprofit with no evidence of worker governance.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland is a professional policy nonprofit with no evidence of worker governance. [4]
  • context Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
  • context Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
0 / 7

Heartland climate and regulatory positions do not expand security for people outside stable employment and can weaken public protections.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland climate and regulatory positions do not expand security for people outside stable employment and can weaken public protections. [5]
  • context Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
  • context Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
0 / 7

Heartland climate advocacy shifts environmental risk toward the public rather than making emitters bear costs.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland climate advocacy shifts environmental risk toward the public rather than making emitters bear costs. [6]
  • context Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
  • context Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
1 / 5

Heartland generally favors deregulation and market freedom over binding public constraints on polluters.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland generally favors deregulation and market freedom over binding public constraints on polluters. [7]
  • context Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
  • context Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
0 / 5

Heartland policy output is severely weakened by climate-denial evidence and anti-regulatory environmental advocacy.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Heartland policy output is severely weakened by climate-denial evidence and anti-regulatory environmental advocacy. [8]
  • context Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
  • context Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
0 / 5

Scaling Heartland influence would amplify climate-delay and deregulatory harm.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Uncertainty
  • This is a tentative public-evidence judgment; a full review should examine donor influence, lobbying records, and counterevidence in more depth.
Linked evidence
  • Scaling Heartland influence would amplify climate-delay and deregulatory harm. [9]
  • context Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven. [1]
  • context Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda. [2]

Penalties

Penalty Applied Why this penalty
Human Harm
?
Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.
-5

Heartland Institute has conduct relevant to Human Harm: ecological and regulatory obstruction can foreseeably increase public health, climate, or community harm.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Linked evidence
  • Heartland Institute has conduct relevant to Human Harm: ecological and regulatory obstruction can foreseeably increase public health, climate, or community harm. [11]
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.
-12

DeSmog and Greenpeace identify Heartland as a major climate-denial and anti-climate-policy organization.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Linked evidence
  • DeSmog and Greenpeace identify Heartland as a major climate-denial and anti-climate-policy organization. [12]
Policy Capture
?
Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.
-10

Heartland Institute retains conduct relevant to the Policy Capture penalty: existing verified evidence links its policy work to climate-denial and anti-climate-regulation advocacy that would shift ecological and public-health costs outward.

Linked evidence
  • Heartland Institute retains conduct relevant to the Policy Capture penalty: existing verified evidence links its policy work to climate-denial and anti-climate-regulation advocacy that would shift ecological and public-health costs outward. [16]
Youth Capture
?
Manipulative youth-directed marketing, youth-data or attention monetization, collectible/add-on traps, parasocial or identity capture, surprise mechanics, or treating young people as lower-disclosure consumers. Making useful toys or welcoming children is not itself penalized. Range: -5 to 0.
-3

Greenpeace describes Heartland-linked climate materials aimed at school curricula, describes conduct considered under Youth Capture climate-denial education outreach.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Linked evidence
  • Greenpeace describes Heartland-linked climate materials aimed at school curricula, describes conduct considered under Youth Capture climate-denial education outreach. [13]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

Heartland Institute has conduct relevant to Accountability Opacity: the public-facing position materially obscures climate or ecological accountability.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Linked evidence
  • Heartland Institute has conduct relevant to Accountability Opacity: the public-facing position materially obscures climate or ecological accountability. [14]
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

Heartland Institute's public framing is assessed as ideological-disavowal evidence because Heartland Institute 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
  • Heartland Institute's public framing is assessed as ideological-disavowal evidence because Heartland Institute 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. [15]

Bonus Credits

Bonus Credit Why this credit
Openness to Dissent
?
Credit for tolerating internal, user, customer, worker, and public dissent without retaliation, capture, or viewpoint laundering.
1 / 3

Heartland Institute the organization creates or protects dissent against concentrated institutional or industrial power.

Calibration notes

Comparative anchor: Environmental advocacy and stewardship expansion; comparative column calibration should be revisited in the next full-axis pass.

Linked evidence
  • Heartland Institute the organization creates or protects dissent against concentrated institutional or industrial power. [10]

Confidence Basis

Confidence Basis

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

High 80/100

16 verified linked claims 16 direct axis claims 0 disputed claims 16/16 components covered

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

Claim confidence 15/20

16 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

16 direct claims across 16 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 10/10

16/16 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh confidence (AI)
ThoroughnessExhaustive (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.
1Heartland Institute is a nonprofit think tank rather than a shareholder-owned company, but control remains board, donor, and staff driven.

Ownership Verified High confidence AI-generated / human-pending

AI scaffold

2Heartland publishes a free-market policy mission without affected-community governance over its climate and environmental agenda.

Governance Verified High confidence AI-generated / human-pending

AI scaffold

3Heartland advocacy tends to shield industry and donors from public environmental constraint rather than reduce extraction.

Extraction Verified Medium confidence AI-generated / human-pending

AI scaffold

4Heartland is a professional policy nonprofit with no evidence of worker governance.

Labor Sovereignty Verified Medium confidence AI-generated / human-pending

AI scaffold

5Heartland climate and regulatory positions do not expand security for people outside stable employment and can weaken public protections.

Solidarity Unemployed Verified Medium confidence AI-generated / human-pending

AI scaffold

6Heartland climate advocacy shifts environmental risk toward the public rather than making emitters bear costs.

Loss Bearing Fidelity Verified Medium confidence AI-generated / human-pending

AI scaffold

7Heartland generally favors deregulation and market freedom over binding public constraints on polluters.

Market Conduct Verified Medium confidence AI-generated / human-pending

AI scaffold

8Heartland policy output is severely weakened by climate-denial evidence and anti-regulatory environmental advocacy.

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

AI scaffold

9Scaling Heartland influence would amplify climate-delay and deregulatory harm.

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

AI scaffold

10Heartland Institute the organization creates or protects dissent against concentrated institutional or industrial power.

Openness To Dissent Verified Medium confidence AI-generated / human-pending

AI scaffold

11Heartland Institute has conduct relevant to Human Harm: ecological and regulatory obstruction can foreseeably increase public health, climate, or community harm.

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

AI scaffold

12DeSmog and Greenpeace identify Heartland as a major climate-denial and anti-climate-policy organization.

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

AI scaffold

13Greenpeace describes Heartland-linked climate materials aimed at school curricula, describes conduct considered under Youth Capture climate-denial education outreach.

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

AI scaffold

14Heartland Institute has conduct relevant to Accountability Opacity: the public-facing position materially obscures climate or ecological accountability.

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

AI scaffold

15Heartland Institute's public framing is assessed as ideological-disavowal evidence because Heartland Institute 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

16Heartland Institute retains conduct relevant to the Policy Capture penalty: existing verified evidence links its policy work to climate-denial and anti-climate-regulation advocacy that would shift ecological and public-health costs outward.

Policy Capture Verified High confidence AI-generated / human-pending

AI scaffold

17Heartland Institute receives PG because it functions as a private policy engine: donor and staff priorities are converted into public-rule pressure without accountability to the people and ecosystems affected.

Private Government Verified Medium confidence AI-generated / human-pending

AI scaffold

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