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Automation Risk Analysis

Will “Geriatric Nursing Assistant (GNA)” be Automated?

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AI Exposure Risk

46%

“Geriatric Nursing Assistant (GNA)” 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Geriatric Nursing Assistant (GNA)” 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 Nursing Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide or assist with basic care or support under the direction of onsite licensed nursing staff. Perform duties such as monitoring of health status, feeding, bathing, dressing, grooming, toileting, or ambulation of patients in a health or nursing facility. May include medication administration and other health-related tasks. Includes nursing care attendants, nursing aides, and nursing attendants.

Avg. Annual Salary $41,270
Avg. Hourly Wage $19.84
Available Jobs (US) 1,388,430
Job Title & Hierarchy Code (SOC) Nursing Assistants #31-1131
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nursing Assistants”

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Core Skills & Abilities

  • Feed patients or assist patients to eat or drink.

  • Supply, collect, or empty bedpans.

  • Position or hold patients in position for surgical preparation.

  • Communicate with patients to ascertain feelings or need for assistance or social and emotional support.

  • Provide information, such as directions, visiting hours, or patient status information to visitors or callers.

  • Prepare or serve food trays.

  • Stock or issue medical supplies, such as dressing packs or treatment trays.

  • Turn or reposition bedridden patients.

  • Remind patients to take medications or nutritional supplements.

  • Clean and sanitize patient rooms, bathrooms, examination rooms, or other patient areas.

  • Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.

  • Lift or assist others to lift patients to move them on or off beds, examination tables, surgical tables, or stretchers.

  • Review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.

  • Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.

  • Record height or weight of patients.

  • Transport specimens, laboratory items, or pharmacy items, ensuring proper documentation and delivery to authorized personnel.

  • Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.

  • Assist nurses or physicians in the operation of medical equipment or provision of patient care.

  • Restock patient rooms with personal hygiene items, such as towels, washcloths, soap, or toilet paper.

  • Collect specimens, such as urine, feces, or sputum.

  • Exercise patients who are comatose, paralyzed, or have restricted mobility.

  • Wash, groom, shave, or drape patients to prepare them for surgery, treatment, or examination.

  • Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.

  • Set up treating or testing equipment, such as oxygen tents, portable radiograph (x-ray) equipment, or overhead irrigation bottles, as directed by a physician or nurse.

  • Apply clean dressings, slings, stockings, or support bandages, under direction of nurse or physician.

  • Record vital signs, such as temperature, blood pressure, pulse, or respiration rate, as directed by medical or nursing staff.

  • Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.

  • Explain medical instructions to patients or family members.

  • Transport patients to treatment units, testing units, operating rooms, or other areas, using wheelchairs, stretchers, or moveable beds.

  • Gather information from caregivers, nurses, or physicians about patient condition, treatment plans, or appropriate activities.

  • Undress, wash, and dress patients who are unable to do so for themselves.

  • Administer medications or treatments, such as catheterizations, suppositories, irrigations, enemas, massages, or douches, as directed by a physician or nurse.

  • Change bed linens or make beds.

Technologies & Software

  • ChatGPT (OpenAI)
  • Web browser software
  • Nuance DAX (Microsoft)
  • Medical record charting software
  • Telemetry software
  • Apache Spark
  • MEDITECH software
  • GE Healthcare Centricity EMR
  • Billing software
  • Medical condition coding software
  • Gemini for Workspace
  • Microsoft Word
  • Health information database software
  • FaceTime
  • Microsoft Excel
  • Epic Systems
  • Microsoft Copilot
  • Medical procedure coding software
  • YouTube
  • Microsoft Outlook
  • PointClickCare healthcare software
  • Microsoft Office software
  • Bed cradles
  • Tympanic thermometers
  • Patient transfer boards
  • Patient walkers
  • Pulse oximeters
  • Gait belts
  • Patient limb restraints
  • Automated external defibrillators AED
  • Multi-line telephone systems
  • Anti-embolism elastic stockings
  • Oral thermometers
  • Urinary catheters
  • Shower chairs
  • Therapeutic hot packs
  • Electronic patient thermometers
  • Hospital intercom equipment
  • Mechanical stethoscopes
  • Orthopedic splint sets
  • Oxygen therapy equipment
  • Specimen collection containers
  • Medical examination protective gloves
  • Oxygen nasal cannulas
  • Incentive spirometers
  • Blood glucometers
  • Foot boards
  • Oxygen tents
  • Clinical trapeze traction bars
  • Rectal thermometers
  • Safety razors
  • Automated blood pressure cuffs
  • Photocopying equipment
  • Hospital bedpans
  • Electronic stethoscopes
  • Patient bed scales
  • Manual blood pressure equipment
  • Personal computers
  • Desktop computers
  • Urinals
  • Walking canes
  • Bladder ultrasounds
  • Medical scales
  • Therapeutic cold packs
  • Steam sterilizers
  • Patient transport wheelchairs
  • Oxygen masks
  • Adjustable hospital beds
  • Laptop computers
  • Medical gurneys
  • Urinalysis test strips
  • Hydraulic patient lifts
  • Patient arm slings
  • Oxygen tanks
  • Protective patient restraints
  • Crutches