{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/medical-secretaries-and-administrative-assistants/",
  "methodology": "https://cookedindex.com/methodology",
  "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.",
  "scored_at": "2026-08-11",
  "model": "claude-opus-5",
  "occupation": {
    "title": "Medical Secretaries and Administrative Assistants",
    "soc_code": "43-6013",
    "category": "Office",
    "us_employment": 961610,
    "median_annual_wage": 45930
  },
  "verdict": "COOKED",
  "risk_resistance": 28,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 5,
    "embodiment": 8,
    "liability_shield": 2,
    "trust_premium": 8,
    "judgment_accountability": 5
  },
  "reasoning": {
    "task_resistance": "Scheduling in Epic/Cerner, verifying eligibility through payer portals, transcribing dictation, and building prior-auth packets are all structured text-and-field work that ambient scribes and scheduling bots already do end-to-end, which is why this sits at 5 rather than 10 — the only tasks that genuinely resist are unscripted phone calls, not the bulk of the queue.",
    "embodiment": "The 8 comes from the front desk being a physical post: you hand clipboards to patients who can't use a tablet, escort someone to the restroom or back office, take co-pay cards and cash, sort and scan paper records from outside providers, and stock the waiting room — real presence, but in a climate-controlled lobby rather than an uncontrolled field environment, which is what keeps it out of the teens.",
    "liability_shield": "There is no state license or scope-of-practice statute for a medical secretary; the clinician signs the note, the billing manager or provider attests the claim under False Claims Act exposure, and HIPAA sanctions land on the covered entity — a 2 rather than 0 only because you personally sit in the practice's compliance chain for minimum-necessary disclosures.",
    "trust_premium": "Regulars know your voice and you know which patients need a reminder call versus a text, and that continuity has real value in a small practice — but at 8, not 14, because the relationship the patient is paying for is with the physician, and consolidation into centralized call centers has already proven patients will book with whoever picks up.",
    "judgment_accountability": "Most decisions run off written protocol — the triage script tells you when to route to the nurse line, the fee schedule tells you what to collect, the scheduling template tells you what slot type fits — with the 5 reflecting genuine but bounded calls like double-booking a same-day sick visit or deciding a caller sounds urgent enough to interrupt the MA."
  },
  "rationale": "The core of this job — appointment scheduling, insurance eligibility checks, transcribing dictation, entering chart data, prior-auth paperwork, and phone triage scripts — is exactly the text-and-forms work that AI plus EHR automation already handles at acceptable quality, and vendors are selling it hard to practices under margin pressure. What holds is the physical front desk: greeting anxious patients, walking an 80-year-old through intake forms, handling the walk-in who is confused or upset, and chasing a payer by phone when the portal fails. No license protects the role, so headcount per clinic falls as scheduling bots and ambient documentation tools land.",
  "outlook": "Employment in this title shrinks materially over ten years as scheduling, intake, and documentation automate; the survivors sit in revenue cycle, patient access, and coding-adjacent roles at higher pay per person.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "task_resistance",
        "change": "Task-mix shift: as scheduling bots and ambient scribes absorb the routine tier, the surviving role concentrates on exception handling — denied prior auths that need a payer phone appeal, referral coordination across systems that don't interoperate, Medicaid redetermination churn, and reconciling patient records after AI intake errors. Watch for job postings shifting from 'medical secretary' to 'patient access coordinator' or 'prior authorization specialist' with narrower, harder scope.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "embodiment",
        "change": "If clinics keep consolidating into large multi-specialty and hospital-owned sites, the front-desk component grows relative to back-office: physical ID/insurance card capture, escorting patients with mobility or cognitive impairment, managing crowded waiting rooms, and in-person collection of point-of-service payments. Watch for staffing ratios that cut back-office FTEs while holding or raising check-in desk headcount.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "liability_shield",
        "change": "HIPAA and state privacy enforcement could push practices to designate a named human who verifies patient identity and authorizes release of records before any AI-generated communication goes out — some state medical board rules and OCR settlements already require documented human verification for record disclosure. A rule making a named staff member the accountable verifier for disclosures and for AI-drafted clinical messages routed under a provider's name would raise this modestly, but it would not create a license.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "If phone triage responsibility formalizes — e.g., state rules or malpractice-carrier requirements that a trained human, not a chatbot, make the 'come in now vs. schedule vs. call 911' call on inbound patient calls — the role owns a consequential decision under ambiguity. Carriers have already excluded AI-only triage in some telehealth policies; an explicit exclusion for AI symptom routing at practice level is the thing to watch.",
        "plausibility": "plausible",
        "would_add": 4
      }
    ],
    "ceiling_note": "No realistic route to a higher trust premium: patients do not choose a clinic for its front-desk staff and cannot see or pay for that choice separately. Even with every lever above, the occupation stays in a headcount-shrinking posture — the levers change what the remaining jobs do, not how many there are. A clinic that automates scheduling and documentation keeps one or two exception-handlers where it had five."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2019,
        "emp": 604780,
        "wage": 36580
      },
      {
        "y": 2020,
        "emp": 597100,
        "wage": 37350
      },
      {
        "y": 2021,
        "emp": 656640,
        "wage": 37450
      },
      {
        "y": 2022,
        "emp": 682630,
        "wage": 38500
      },
      {
        "y": 2023,
        "emp": 749500,
        "wage": 40640
      },
      {
        "y": 2024,
        "emp": 830760,
        "wage": 44640
      },
      {
        "y": 2025,
        "emp": 961610,
        "wage": 45930
      }
    ],
    "from": 2019,
    "to": 2025,
    "change_pct": 59,
    "comparable_from": 2019,
    "spans_soc_revision": false
  },
  "pivots": [
    {
      "slug": "ophthalmic-medical-technicians",
      "title": "Ophthalmic Medical Technicians",
      "verdict": "EXPOSED",
      "risk_resistance": 55,
      "median_wage": 45570,
      "overlap": 50,
      "skills_to_close": [
        "Quality Control Analysis",
        "Equipment Maintenance",
        "Equipment Selection",
        "Troubleshooting"
      ]
    }
  ],
  "license": "https://cookedindex.com/terms"
}