{
  "$schema": "https://themachinepress.com/schemas/story-v1.schema.json",
  "schema_version": "1.0.0",
  "document_type": "machine_press_story",
  "story": {
    "story_id": "mp-2026-07-20-017",
    "source_story_id": "tmp-sidebar-federal-health-workers-reddit-sentiment",
    "edition_id": "mp-2026-07-20-morning-0011",
    "edition_url": "https://themachinepress.com/edition/2026-07-20",
    "position": 19,
    "story_type": "ticker",
    "section": "policy",
    "editorial_classification": "editorial",
    "headline": "Health-Worker Forums Turned Angrier in 2025",
    "slug": "health-worker-forums-turned-angrier-in-2025",
    "dek": "A study of federal-employment discussions found marked increases in anger and fear language.",
    "summary": "A study of federal-employment discussions found marked increases in anger and fear language.",
    "body_text": "Researchers analyzed nearly 45,000 health-related posts within 197,874 Reddit posts from 2020 through 2025. Compared with 2024, anger language rose 63 percent and fear language 32 percent in 2025. The public-forum sample is a sentiment proxy, not a representative survey of the federal workforce.",
    "why_it_matters": "A study of federal-employment discussions found marked increases in anger and fear language.",
    "limitations": [
      "The public-forum sample is a sentiment proxy, not a representative survey of the federal workforce."
    ],
    "importance": 6,
    "canonical_url": "https://themachinepress.com/story/mp-2026-07-20-017/health-worker-forums-turned-angrier-in-2025",
    "json_url": "https://themachinepress.com/story/mp-2026-07-20-017.json",
    "first_published_at": "2026-07-20T09:00:00.000-04:00",
    "modified_at": "2026-07-20T09:00:00.000-04:00",
    "content_status": "new",
    "is_carryover": false,
    "carryover_reason": null,
    "key_claims": [
      {
        "claim_id": "claim-mp-2026-07-20-017-001",
        "text": "A study of federal-employment discussions found marked increases in anger and fear language.",
        "source_ids": [
          "source-2026-07-20-019"
        ],
        "qualification": "The public-forum sample is a sentiment proxy, not a representative survey of the federal workforce."
      }
    ],
    "source_ids": [
      "source-2026-07-20-019"
    ],
    "tags": [
      "federal workforce",
      "public health",
      "social media"
    ],
    "image_url": null,
    "corrections": []
  },
  "sources": [
    {
      "source_id": "source-2026-07-20-019",
      "title": "UNC via EurekAlert: Federal health worker forum sentiment",
      "publisher": "UNC via EurekAlert",
      "url": "https://www.eurekalert.org/news-releases/1136653",
      "canonical_url": "https://www.eurekalert.org/news-releases/1136653",
      "source_type": "secondary_reporting",
      "is_primary_source": false,
      "published_at": null,
      "accessed_at": "2026-07-20T08:34:13.079-04:00",
      "supports_claim_ids": [
        "claim-mp-2026-07-20-017-001"
      ]
    }
  ],
  "corrections": [],
  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
  },
  "cite_this_report": {
    "title": "Health-Worker Forums Turned Angrier in 2025",
    "publisher": "The Machine Press",
    "published_at": "2026-07-20T09:00:00.000-04:00",
    "canonical_url": "https://themachinepress.com/story/mp-2026-07-20-017/health-worker-forums-turned-angrier-in-2025"
  }
}
