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Automation Risk Analysis

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

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AI Exposure Risk

46%

“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 46% 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 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

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

  • Supply, collect, or empty bedpans.

  • 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.

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

  • 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.

  • Remind patients to take medications or nutritional supplements.

  • 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.

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

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

  • Turn or reposition bedridden patients.

  • Change bed linens or make beds.

  • Explain medical instructions to patients or family members.

  • Record height or weight of patients.

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

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

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

  • Position or hold patients in position for surgical preparation.

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

  • Prepare or serve food trays.

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

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

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

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

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

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

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

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

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

  • Feed patients or assist patients to eat or drink.

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

  • 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.

Technologies & Software

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