Purdue Pharma

private company

Purdue Pharma

Industry Health

A privately controlled opioid manufacturer whose OxyContin conduct led to federal criminal guilty pleas and mass addiction-related harm. Purdue Pharma scores low because of documented human harm, person-dependent governance, and toxic or materially harmful products, with poor loss-bearing fidelity and extractive economics reinforcing the negative evaluation.

Why this matters: Severe human harm can overwhelm every other score component.

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

Final Score -25* F - Malignant

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

Base Material9
Bonus+0
Cap35Ownership <= 2 and Governance <= 2
After Cap9
Penalties-34
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Evaluation Overview

F - Malignant

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

Strengths

  • Ownership2/10
  • Labor Sovereignty2/7
  • Governance1/10

Penalties

  • Human Harm-20
  • Reversibility-5
  • Toxic Products-5
  • Accountability Opacity-2

Evidence state

  • ConfidenceHigh confidence (AI)
  • ThoroughnessPartial (AI)
  • Linked claims13
  • Direct axis claims13
  • Coverage12/14

Scoring Axes

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

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 78 scored entries below, 21 tied, 127 above on Ownership.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • The DOJ Purdue case record concerns a privately controlled pharmaceutical company, so affected patients, families, workers, and communities had no ownership power over the business model that generated opioid harms. [3]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
1 / 10

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 2 scored entries below, 68 tied, 156 above on Governance.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • Purdue's criminal and civil opioid resolutions show governance failure at the institutional level: public enforcement arrived only after severe harm, not through internal stakeholder control able to stop the conduct. [4]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
1 / 10

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 2 scored entries below, 17 tied, 207 above on Extraction.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • The DOJ opioid resolution is extraction evidence because Purdue's charged conduct tied revenue-seeking pharmaceutical distribution and marketing to addiction and public-health costs borne by patients and communities. [5]
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.
2 / 7

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 8 scored entries below, 36 tied, 182 above on Labor Sovereignty.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • The reviewed Purdue record identifies no worker ownership or labor-governance mechanism capable of overriding management's opioid business strategy or serving as a counterweight to executive control. [6]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
1 / 7

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 3 scored entries below, 27 tied, 196 above on Solidarity with the Unemployed.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • The DOJ criminal-victim case record documents Purdue opioid conduct that harmed patients and families outside the company rather than protecting people with the least bargaining power. [7]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
0 / 7

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 11 tied, 215 above on Loss-Bearing Fidelity.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
1 / 5

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 15 scored entries below, 15 tied, 196 above on Market Conduct.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • Purdue's opioid criminal and civil resolution documents pharmaceutical market conduct serious enough to trigger federal criminal charges and civil settlements. [8]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
1 / 5

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 5 scored entries below, 17 tied, 204 above on Product Integrity.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • Purdue's listed opioid products and FDA opioid warnings tie the core product category to addiction, misuse, overdose, and death risks despite legitimate medical use cases. [9]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
0 / 5

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 13 tied, 213 above on Scale Integrity.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • context Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]

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

Purdue Pharma's favorable conduct depends partly on current leaders, founders, family owners, executive discretion, or other person-contingent control rather than a fully locked democratic stakeholder-control structure.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 95 tied, 131 above on Reversibility.

Linked evidence
  • context The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
  • Purdue Pharma's favorable conduct depends partly on current leaders, founders, family owners, executive discretion, or other person-contingent control rather than a fully locked democratic stakeholder-control structure. [10]
Human Harm
?
Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.
-20

Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 9 tied, 217 above on Human Harm.

Linked evidence
  • Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution. [2]
  • The Justice Department opioid resolution described Purdue Pharma criminal and civil investigations tied to opioid marketing and distribution conduct, placing Purdue at the severe-harm end of the human-harm scale. [11]
Toxic Products
?
Current sale of products whose ordinary use, exposure, ingredients, residues, packaging, or formulation creates toxic, addictive, or consumer-safety risk. Food products receive at least light scrutiny for artificial colors, artificial flavors, petro-derived additives, pesticide residues, contaminants, endocrine-disrupting packaging, and ultra-processed formulation. Ordinary adult nightlife or alcohol service is not penalized by itself without evidence of predatory marketing, youth targeting, addiction-extractive design, or unusual product-safety misconduct. Range: -5 to 0.
-5

Purdue Pharma currently lists prescription opioid products including OxyContin, Butrans, and Hysingla ER; the listed opioid warnings include addiction, misuse, overdose, and death risks,…

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 1 tied, 225 above on Toxic Products.

Linked evidence
  • Purdue Pharma currently lists prescription opioid products including OxyContin, Butrans, and Hysingla ER; the listed opioid warnings include addiction, misuse, overdose, and death risks, describes conduct considered under Toxic Products the Toxic Products axis. [12]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

The Department of Justice maintains a public criminal-victim case page for United States v.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 52 tied, 174 above on Accountability Opacity.

Linked evidence
  • The Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P. [1]
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.
-2

Purdue Pharma's public framing is assessed as ideological-disavowal evidence because Purdue Pharma exercises meaningful institutional or cultural power while strongly presenting contested…

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
  • Purdue Pharma's public framing is assessed as ideological-disavowal evidence because Purdue Pharma exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service. [13]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

Confidence Basis

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

High 83/100

13 verified linked claims 13 direct axis claims 0 disputed claims 12/14 components covered

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

Claim confidence 18/20

13 verified linked claims

Source quality 18/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

13 direct claims across 14 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 9/10

12/14 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh confidence (AI)
ThoroughnessPartial (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 Department of Justice maintains a public criminal-victim case page for United States v. Purdue Pharma L.P.

Accountability Opacity Verified High confidence Human-reviewed

2Purdue Pharma pleaded guilty to federal criminal charges as part of DOJ's opioid-related resolution.

Human Harm Verified High confidence Human-reviewed

3The DOJ Purdue case record concerns a privately controlled pharmaceutical company, so affected patients, families, workers, and communities had no ownership power over the business model that generated opioid harms.

Ownership Verified High confidence AI-generated / human-pending

AI scaffold

4Purdue's criminal and civil opioid resolutions show governance failure at the institutional level: public enforcement arrived only after severe harm, not through internal stakeholder control able to stop the conduct.

Governance Verified High confidence AI-generated / human-pending

AI scaffold

5The DOJ opioid resolution is extraction evidence because Purdue's charged conduct tied revenue-seeking pharmaceutical distribution and marketing to addiction and public-health costs borne by patients and communities.

Extraction Verified High confidence AI-generated / human-pending

AI scaffold

6The reviewed Purdue record identifies no worker ownership or labor-governance mechanism capable of overriding management's opioid business strategy or serving as a counterweight to executive control.

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

AI scaffold

7The DOJ criminal-victim case record documents Purdue opioid conduct that harmed patients and families outside the company rather than protecting people with the least bargaining power.

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

AI scaffold

8Purdue's opioid criminal and civil resolution documents pharmaceutical market conduct serious enough to trigger federal criminal charges and civil settlements.

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

AI scaffold

9Purdue's listed opioid products and FDA opioid warnings tie the core product category to addiction, misuse, overdose, and death risks despite legitimate medical use cases.

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

AI scaffold

10Purdue Pharma's favorable conduct depends partly on current leaders, founders, family owners, executive discretion, or other person-contingent control rather than a fully locked democratic stakeholder-control structure.

Reversibility Verified Medium confidence Human-reviewed

11The Justice Department opioid resolution described Purdue Pharma criminal and civil investigations tied to opioid marketing and distribution conduct, placing Purdue at the severe-harm end of the human-harm scale.

Human Harm Verified High confidence Human-reviewed

12Purdue Pharma currently lists prescription opioid products including OxyContin, Butrans, and Hysingla ER; the listed opioid warnings include addiction, misuse, overdose, and death risks, describes conduct considered under Toxic Products the Toxic Products axis.

Toxic Products Verified High confidence AI-generated / human-pending

AI scaffold

13Purdue Pharma's public framing is assessed as ideological-disavowal evidence because Purdue Pharma exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service.

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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Audit Log

Recent public changes for this company or group. The full audit log is part of the Transparency record.

ai-scaffolding toxic-products-assessment

Added tentative AI-generated Toxic Products penalty -5 and directory value for current toxic, addictive, pesticide, livestock, chemical, or consumer-safety product exposure.

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