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Entities

Low-income households in Kenya

Incidents Harmed By

Incident 17683 Report
Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

2024-10-01

Kenya's Social Health Authority reportedly used a machine-learning means test to set health insurance premiums. Investigators alleged that income overestimation burdened poor households with unaffordable charges. A Nairobi laundry worker was reportedly sent home before surgery and could not afford follow-up care. The technical audit used a reconstruction; the exact deployed model and implementation of proposed changes were not confirmed. SHA defended the model as equitable.

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Related Entities
Other entities that are related to the same incident. For example, if the developer of an incident is this entity but the deployer is another entity, they are marked as related entities.
 

Entity

Social Health Authority (Kenya)

Incidents involved as Deployer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

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Entity

Governments

Incidents involved as both Developer and Deployer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Government of Kenya

Incidents involved as both Developer and Deployer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Ministry of Health (Kenya)

Incidents involved as both Developer and Deployer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Government agencies

Incidents involved as both Developer and Deployer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Palladium

Incidents involved as Developer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Healthcare administrative AI developers

Incidents involved as Developer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

David Khaoya

Incidents involved as Developer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

IDinsight

Incidents involved as Developer
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Economically vulnerable patients

Incidents Harmed By
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

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Entity

Patients

Incidents Harmed By
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

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Entity

General public

Incidents Harmed By
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

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Entity

General public of Kenya

Incidents Harmed By
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

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Entity

Peris Nduta

Incidents Harmed By
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Florence Atieno

Incidents Harmed By
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Kenya Social Health Authority means-testing system

Incidents implicated systems
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Healthcare administrative AI systems

Incidents implicated systems
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

Enterprise AI systems

Incidents implicated systems
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

More
Entity

AI-enabled means-testing systems

Incidents implicated systems
  • Incident 1768
    3 Reports

    Kenya's AI Health Insurance Means Test Reportedly Overcharged Poor Households and Obstructed Care

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