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Automation Risk Analysis

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

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AI Exposure Risk

46%

“Certified Nurse 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Certified Nurse 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 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

  • Supply, collect, or empty bedpans.

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

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

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

  • Prepare or serve food trays.

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

  • Explain medical instructions to patients or family members.

  • 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.

  • Turn or reposition bedridden patients.

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

  • Change bed linens or make beds.

  • Remind patients to take medications or nutritional supplements.

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

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

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

  • 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.

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

  • Position or hold patients in position for surgical preparation.

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

  • Feed patients or assist patients to eat or drink.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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