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Automation Risk Analysis

Will “Health Care Assistant” be Automated?

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AI Exposure Risk

40%

“Health Care Assistant” 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%

“Health Care Assistant” 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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Bathe patients.

Technologies & Software

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