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Automation Risk Analysis

Will “Mental Health Provider” be Automated?

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AI Exposure Risk

53%

“Mental Health Provider” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Mental Health Provider” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Advanced Practice Psychiatric Nurses, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assess, diagnose, and treat individuals and families with mental health or substance use disorders or the potential for such disorders. Apply therapeutic activities, including the prescription of medication, per state regulations, and the administration of psychotherapy.

Job Title & Hierarchy Code (SOC) Advanced Practice Psychiatric Nurses #29-1141.02
ℹ️

Data is based on the reference occupation: “Advanced Practice Psychiatric Nurses”

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Core Skills & Abilities

  • Participate in activities aimed at professional growth and development, including conferences or continuing education activities.

  • Develop, implement, or evaluate programs such as outreach activities, community mental health programs, and crisis situation response activities.

  • Write prescriptions for psychotropic medications as allowed by state regulations and collaborative practice agreements.

  • Develop and implement treatment plans.

  • Monitor patients' medication usage and results.

  • Participate in treatment team conferences regarding diagnosis or treatment of difficult cases.

  • Evaluate patients' behavior to formulate diagnoses or assess treatments.

  • Interpret diagnostic or laboratory tests, such as electrocardiograms (EKGs) and renal functioning tests.

  • Diagnose psychiatric disorders and mental health conditions.

  • Distinguish between physiologically- and psychologically-based disorders, and diagnose appropriately.

  • Document patients' medical and psychological histories, physical assessment results, diagnoses, treatment plans, prescriptions, or outcomes.

  • Teach classes in mental health topics, such as stress reduction.

  • Assess patients' mental and physical status, based on the presenting symptoms and complaints.

  • Direct or provide home health services.

  • Administer medications, including those administered by injection.

  • Collaborate with interdisciplinary team members, including psychiatrists, psychologists, or nursing staff, to develop, implement, or evaluate treatment plans.

  • Consult with psychiatrists or other professionals when unusual or complex cases are encountered.

  • Educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.

  • Monitor the use and status of medical and pharmaceutical supplies.

  • Conduct individual, group, or family psychotherapy for those with chronic or acute mental disorders.

  • Develop practice protocols for mental health problems, based on review and evaluation of published research.

  • Treat patients for routine physical health problems.

  • Provide routine physical health screenings to detect or monitor problems such as heart disease and diabetes.

  • Refer patients requiring more specialized or complex treatment to psychiatrists, primary care physicians, or other medical specialists.

Technologies & Software

  • California Verbal Learning Test
  • Microsoft Outlook
  • Microsoft Access
  • Microsoft Word
  • Gemini (Google)
  • Mistral (Mistral AI)
  • Epic HER
  • Beck Anxiety Inventory
  • Children's Depression Inventory
  • Category Fluency Test
  • NEO PI-R
  • Zung Depression Rating Scale
  • DeepSeek
  • AUDIT-C
  • Claude (Anthropic)
  • Glass AI
  • Invivo Data EPX ePRO Management System
  • Perplexity AI
  • Hendrich Falls Risk Model
  • Qwen (Alibaba)
  • Young Mania Rating Scale
  • Patient Health Questionaire
  • Amboss AI
  • Nova (Amazon)
  • Electroconvulsive therapy equipment
  • Nabla Copilot
  • Controlled Oral Word Association Task
  • Geriatric Depression Scale
  • Kimi (Moonshot AI)
  • Llama (Meta)
  • Patient management software
  • Nuance DAX (Microsoft)
  • Microsoft Excel
  • Millon Behavioral Medicine Diagnostic
  • Beck Depression Inventory
  • Gemini for Workspace
  • Medical condition coding software
  • Myers Briggs Type Indicator
  • Grok (xAI)
  • SAS
  • Microsoft Office software
  • Minnesota Multiphasic Personality Inventory-2 MMPI-2
  • Epic AI
  • Abridge
  • ChatGPT (OpenAI)
  • Web browser software
  • Brief Psychiatric Rating Scale BPRS Nursing Modification
  • Intravenous IV pumps
  • Binocular light compound microscopes
  • Nebulizers
  • Photocopiers
  • Handheld thermometers
  • Personal computers
  • Medication administration systems
  • Catheters
  • Electrocardiogram
  • Blood pressure cuffs
  • Hypodermic needles
  • Mechanical stethoscopes
  • Sphygmomanometers
  • Laser facsimile machines
  • Mechanical restraints
  • Transcutaneous electric nerve stimulation TENS equipment