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Automation Risk Analysis

Will “Certified Nursing Attendant (CNA)” be Automated?

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AI Exposure Risk

46%

“Certified Nursing Attendant (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 Nursing Attendant (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

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

  • Feed patients or assist patients to eat or drink.

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

  • 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.

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

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

  • Turn or reposition bedridden patients.

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

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

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

  • Remind patients to take medications or nutritional supplements.

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

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

  • Position or hold patients in position for surgical preparation.

  • Change bed linens or make beds.

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

  • Record height or weight of patients.

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

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

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

  • Supply, collect, or empty bedpans.

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

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

  • 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.

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

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

  • Explain medical instructions to patients or family members.

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

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

  • Prepare or serve food trays.

  • 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.

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

Technologies & Software

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