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Automation Risk Analysis

Will “Certified Nurses Aide (CNA)” be Automated?

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AI Exposure Risk

40%

“Certified Nurses Aide (CNA)” will probably not 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 40% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Certified Nurses Aide (CNA)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Home Health Aides, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Monitor the health status of an individual with disabilities or illness, and address their health-related needs, such as changing bandages, dressing wounds, or administering medication. Work is performed under the direction of offsite or intermittent onsite licensed nursing staff. Provide assistance with routine healthcare tasks or activities of daily living, such as feeding, bathing, toileting, or ambulation. May also help with tasks such as preparing meals, doing light housekeeping, and doing laundry depending on the patient's abilities.

Job Title & Hierarchy Code (SOC) Home Health Aides #31-1121
ℹ️

Data is based on the reference occupation: “Home Health Aides”

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Core Skills & Abilities

  • Care for patients by changing bed linens, washing and ironing laundry, cleaning, or assisting with their personal care.

  • Administer prescribed oral medications, under the written direction of physician or as directed by home care nurse or aide, and ensure patients take their medicine.

  • Accompany clients to doctors' offices or on other trips outside the home, providing transportation, assistance, and companionship.

  • Bathe patients.

  • Provide patients with help moving in and out of beds, baths, wheelchairs, or automobiles and with dressing and grooming.

  • Check patients' pulse, temperature, and respiration.

  • Maintain records of patient care, condition, progress, or problems to report and discuss observations with supervisor or case manager.

  • Plan, purchase, prepare, or serve meals to patients or other family members, according to prescribed diets.

  • Entertain, converse with, or read aloud to patients to keep them mentally healthy and alert.

  • Massage patients or apply preparations or treatments, such as liniment, alcohol rubs, or heat-lamp stimulation.

  • Direct patients in simple prescribed exercises or in the use of braces or artificial limbs.

  • Change dressings.

  • Provide patients and families with emotional support and instruction in areas such as caring for infants, preparing healthy meals, living independently, or adapting to disability or illness.

  • Perform a variety of duties as requested by client, such as obtaining household supplies or running errands.

  • Care for children with disabilities or who have sick parents or parents with disabilities.

Technologies & Software

  • Word processing software
  • Linux
  • Python
  • Enterprise resource planning ERP software
  • Microsoft Windows
  • Oracle Database
  • Microsoft PowerPoint
  • Microsoft SharePoint
  • Gemini for Workspace
  • Microsoft Exchange
  • Microsoft Access
  • Microsoft Word
  • FaceTime
  • Microsoft Outlook
  • Mi-Co software
  • AIGHD OASIS
  • Web browser software
  • Microsoft Office software
  • SAP software
  • UNIX
  • Microsoft Excel
  • Nuance DAX (Microsoft)
  • ChatGPT (OpenAI)
  • Microsoft Copilot
  • Salesforce software
  • Ostomy bags
  • Notebook computers
  • Gait belts
  • Restraints
  • Wheelchairs
  • Canes
  • Bathtub seats
  • Walking braces
  • Hoyer lifts
  • Heat lamps
  • Personal digital assistants PDA
  • Upper extremity prosthetic devices
  • Electronic blood pressure cuffs
  • Ice collars
  • Walkers
  • Transcutaneous electric nerve stimulation TENS equipment
  • Desktop computers
  • Patient lifters
  • Home care ventilators
  • Crutches
  • Knee braces
  • Foot boards
  • Glucometers
  • Abdominal binders
  • Enema equipment
  • Ice caps
  • Lower extremity prosthetic devices
  • Oxygen equipment
  • Anti-embolism elastic stockings
  • Bed cradles
  • Urinalysis test strips
  • Manual blood pressure cuffs