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Automation Risk Analysis

Will “Digital Health Caregiver” be Automated?

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AI Exposure Risk

40%

“Digital Health Caregiver” 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%

“Digital Health Caregiver” 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

  • Bathe patients.

  • Check patients' pulse, temperature, and respiration.

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

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

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

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

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

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

  • 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.

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

  • Change dressings.

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

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

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

  • 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.

Technologies & Software

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