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Automation Risk Analysis

Will “Competency Evaluated Nurse Aide (CENA)” be Automated?

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AI Exposure Risk

46%

“Competency Evaluated Nurse Aide (CENA)” 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%

“Competency Evaluated Nurse Aide (CENA)” 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
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Data is based on the reference occupation: “Nursing Assistants”

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Core Skills & Abilities

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

  • Record height or weight of patients.

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

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

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

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

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

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

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

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

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

  • Explain medical instructions to patients or family members.

  • Remind patients to take medications or nutritional supplements.

  • Turn or reposition bedridden patients.

  • Change bed linens or make beds.

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

  • 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.

  • Feed patients or assist patients to eat or drink.

  • 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.

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

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

  • Prepare or serve food trays.

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

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

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

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

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

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

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

  • Supply, collect, or empty bedpans.

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

  • Position or hold patients in position for surgical preparation.

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

Technologies & Software

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