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Automation Risk Analysis

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

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AI Exposure Risk

46%

“Certified Nursing Assistant (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 Assistant (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

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

  • Remind patients to take medications or nutritional supplements.

  • Turn or reposition bedridden patients.

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

  • Feed patients or assist patients to eat or drink.

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

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

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

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

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

  • Prepare or serve food trays.

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

  • Supply, collect, or empty bedpans.

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

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

  • Position or hold patients in position for surgical preparation.

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Record height or weight of patients.

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

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

  • Change bed linens or make beds.

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

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

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

  • Explain medical instructions to patients or family members.

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

Technologies & Software

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