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組織

Social Health Authority (Kenya)

Incidents involved as Deployer

インシデント 17714 Report
AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

2025-09-02

Kenya's parliamentary health committee reported that the Social Health Authority, the country's public health insurer, used AI that wrongly flagged legitimate hospital claims as fraudulent. The findings included Matata Nursing Home in Homa Bay County. The committee linked unjust AI-driven denials to financial strain on facilities and recommended mandatory human review of flagged claims.

もっと

インシデント 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.

もっと

関連団体
同じインシデントに関連するその他のエンティティ。たとえば、インシデントの開発者がこのエンティティで、デプロイヤーが別のエンティティである場合、それらは関連エンティティとしてマークされます。
 

Entity

Governments

開発者と提供者の両方の立場で関わったインシデント
  • インシデント 1768
    3 レポート

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

Incidents involved as Deployer
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと
Entity

Government of Kenya

開発者と提供者の両方の立場で関わったインシデント
  • インシデント 1768
    3 レポート

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

Incidents involved as Deployer
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと
Entity

Ministry of Health (Kenya)

開発者と提供者の両方の立場で関わったインシデント
  • インシデント 1768
    3 レポート

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

もっと
Entity

Government agencies

開発者と提供者の両方の立場で関わったインシデント
  • インシデント 1768
    3 レポート

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

Incidents involved as Deployer
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと
Entity

Palladium

Incidents involved as Developer
  • インシデント 1768
    3 レポート

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

もっと
Entity

Healthcare administrative AI developers

Incidents involved as Developer
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

  • インシデント 1768
    3 レポート

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

もっと
Entity

David Khaoya

Incidents involved as Developer
  • インシデント 1768
    3 レポート

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

もっと
Entity

IDinsight

Incidents involved as Developer
  • インシデント 1768
    3 レポート

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

もっと
Entity

Economically vulnerable patients

影響を受けたインシデント
  • インシデント 1768
    3 レポート

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

もっと
Entity

Patients

影響を受けたインシデント
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

  • インシデント 1768
    3 レポート

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

もっと
Entity

Low-income households in Kenya

影響を受けたインシデント
  • インシデント 1768
    3 レポート

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

もっと
Entity

General public

影響を受けたインシデント
  • インシデント 1768
    3 レポート

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

もっと
Entity

General public of Kenya

影響を受けたインシデント
  • インシデント 1768
    3 レポート

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

もっと
Entity

Peris Nduta

影響を受けたインシデント
  • インシデント 1768
    3 レポート

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

もっと
Entity

Florence Atieno

影響を受けたインシデント
  • インシデント 1768
    3 レポート

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

もっと
Entity

Kenya Social Health Authority means-testing system

Incidents implicated systems
  • インシデント 1768
    3 レポート

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

もっと
Entity

Healthcare administrative AI systems

Incidents implicated systems
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

  • インシデント 1768
    3 レポート

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

もっと
Entity

Enterprise AI systems

Incidents implicated systems
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

  • インシデント 1768
    3 レポート

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

もっと
Entity

AI-enabled means-testing systems

Incidents implicated systems
  • インシデント 1768
    3 レポート

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

もっと
Entity

Healthcare organizations

Incidents involved as Deployer
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと
Entity

Matata Nursing Home

影響を受けたインシデント
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと
Entity

Hospitals

影響を受けたインシデント
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと
Entity

Social Health Authority (Kenya) AI claims adjudication system

Incidents implicated systems
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと
Entity

Fraud detection systems

Incidents implicated systems
  • インシデント 1771
    4 レポート

    AI Claims System at Kenya's Public Health Insurer Reportedly Rejected Legitimate Hospital Claims as Fraudulent

もっと

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