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Automation Risk Analysis

Will “Ward Helper” be Automated?

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AI Exposure Risk

46%

“Ward Helper” 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%

“Ward Helper” 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.

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

  • 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.

  • Explain medical instructions to patients or family members.

  • Record height or weight of patients.

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

  • Change bed linens or make beds.

  • 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.

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

  • Prepare or serve food trays.

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

  • Supply, collect, or empty bedpans.

  • 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.

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

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

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

  • Remind patients to take medications or nutritional supplements.

  • Feed patients or assist patients to eat or drink.

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

  • Position or hold patients in position for surgical preparation.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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