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Automation Risk Analysis

Will “Care Transitions Manager” be Automated?

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AI Exposure Risk

31%

“Care Transitions Manager” 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 31% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

42%

“Care Transitions Manager” 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 42% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Acute Care Nurses, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide advanced nursing care for patients with acute conditions such as heart attacks, respiratory distress syndrome, or shock. May care for pre- and post-operative patients or perform advanced, invasive diagnostic or therapeutic procedures.

Job Title & Hierarchy Code (SOC) Acute Care Nurses #29-1141.01
ℹ️

Data is based on the reference occupation: “Acute Care Nurses”

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Core Skills & Abilities

  • Order, perform, or interpret the results of diagnostic tests and screening procedures based on assessment results, differential diagnoses, and knowledge about age, gender and health status of clients.

  • Assess the needs of patients' family members or caregivers.

  • Provide formal and informal education to other staff members.

  • Interpret information obtained from electrocardiograms (EKGs) or radiographs (x-rays).

  • Analyze the indications, contraindications, risk complications, and cost-benefit tradeoffs of therapeutic interventions.

  • Participate in the development of practice protocols.

  • Discuss illnesses and treatments with patients and family members.

  • Collaborate with patients to plan for future health care needs or to coordinate transitions and referrals.

  • Perform administrative duties that facilitate admission, transfer, or discharge of patients.

  • Assist patients in organizing their health care system activities.

  • Diagnose acute or chronic conditions that could result in rapid physiological deterioration or life-threatening instability.

  • Document data related to patients' care, including assessment results, interventions, medications, patient responses, or treatment changes.

  • Assess the impact of illnesses or injuries on patients' health, function, growth, development, nutrition, sleep, rest, quality of life, or family, social and educational relationships.

  • Adjust settings on patients' assistive devices, such as temporary pacemakers.

  • Refer patients for specialty consultations or treatments.

  • Administer blood and blood product transfusions or intravenous infusions, monitoring patients for adverse reactions.

  • Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in acute care.

  • Assess urgent and emergent health conditions, using both physiologically and technologically derived data.

  • Distinguish between normal and abnormal developmental and age-related physiological and behavioral changes in acute, critical, and chronic illness.

  • Set up, operate, or monitor invasive equipment and devices, such as colostomy or tracheotomy equipment, mechanical ventilators, catheters, gastrointestinal tubes, and central lines.

  • Perform emergency medical procedures, such as basic cardiac life support (BLS), advanced cardiac life support (ACLS), and other condition-stabilizing interventions.

  • Manage patients' pain relief and sedation by providing pharmacologic and non-pharmacologic interventions, monitoring patients' responses, and changing care plans accordingly.

  • Participate in patients' care meetings and conferences.

  • Obtain specimens or samples for laboratory work.

  • Collaborate with members of multidisciplinary health care teams to plan, manage, or assess patient treatments.

  • Treat wounds or superficial lacerations.

  • Prescribe medications and observe patients' reactions, modifying prescriptions as needed.

Technologies & Software

  • Microsoft PowerPoint
  • Microsoft Office software
  • Epic AI
  • e-MDs software
  • Texas Medical Software SpringCharts EMR
  • IBM Lotus Notes
  • ChartWare EMR
  • Microsoft Teams
  • Glass AI
  • Nuance DAX (Microsoft)
  • NextGen Healthcare Information Systems EMR
  • Microsoft Excel
  • Microsoft Outlook
  • Microsoft Access
  • SynaMed EMR
  • Bizmatics PrognoCIS EMR
  • Medscribbler Enterprise
  • SOAPware EMR
  • Abridge
  • Amkai AmkaiCharts
  • Microsoft Word
  • Allscripts Professional EHR
  • SAP software
  • MicroFour PracticeStudio.NET EMR
  • Cerner Millennium
  • Gemini for Workspace
  • GE Healthcare Centricity EMR
  • Amboss AI
  • StatCom Patient Flow Logistics Enterprise Suite
  • Perplexity AI
  • Nabla Copilot
  • eClinicalWorks EHR software
  • Intracranial pressure monitors
  • Pneumatic boots
  • Ultrasound transducers
  • Nasogastric tubes
  • Bronchoscopes
  • Medical gurneys
  • Incentive spirometers
  • Intravenous IV cutdown trays
  • Fiberoptic endoscopes
  • Protective medical face masks
  • Nasal catheters
  • Ostomy equipment
  • Alligator forceps
  • Transcutaneous electric nerve stimulation TENS equipment
  • Transfer boards
  • End tidal carbon dioxide monitors
  • Surgical razors
  • Arterial line catheters
  • Safety goggles
  • Intravenous infusion pumps
  • Desktop computers
  • Nasal specula
  • Straight surgical scissors
  • Orthopedic splinting equipment
  • Skin staplers
  • Traction weights
  • Eye lavage kits
  • Occlusion clamps
  • Protective gowns
  • Transvenous pacemakers
  • Tourniquets
  • Epidural catheters
  • Nasopharyngeal airways
  • Laceration repair trays
  • Thoracentesis kits
  • Swan Ganz artery catheters
  • Hemodynamic monitors
  • Ring forceps
  • Automated medicine dispensing equipment
  • Diagnostic tuning forks
  • Intubation sets
  • Tracheal suctioning equipment
  • Evacuated blood collection tubes
  • Endotracheal ET tubes
  • Straight hemostats
  • Visual acuity charts
  • Surgical irrigation sets
  • Clinical trapeze traction bars
  • Angiocaths
  • Pill crushers
  • Cast carts
  • Electrosurgical cauterization machines
  • Specimen collection containers
  • Bilevel positive airway pressure BiPAP ventilators
  • Urinalysis test strips
  • Urinary catheters
  • Ophthalmic tonometers
  • Digital medical thermometers
  • Tablet computers
  • Blood pressure monitors
  • Urine analysis equipment
  • Apnea monitors
  • Sandbags
  • Suture removal kits
  • Handheld nebulizers
  • Chest drains
  • Patient restraints
  • Enteral feeding sets
  • Vaginal exam speculas
  • Electronic compressor nebulizers
  • Tongue blades
  • Fetal monitors
  • Umbilical catheters
  • Oxygen concentrators
  • Telemetry monitors
  • Surgical staple removers
  • Graduated glass laboratory cylinders
  • Tracheotomy sets
  • Oral suctioning equipment
  • Nasal suctioning equipment
  • Pericardiocentesis kits
  • Electrocardiography EKG machines
  • Backboards
  • Hypodermic syringes
  • Bulb syringes
  • Otoscopes
  • Autotransfusion systems
  • Multiple lumen central line catheters
  • Pulmonary artery catheters
  • Transcutaneous pacemakers
  • Intravenous IV administration sets
  • Ring cutters
  • Hyper/hypothermia blankets
  • Mechanical intermittent positive pressure ventilators
  • Isolettes
  • Blood drawing syringes
  • Blood glucometers
  • Patient walkers
  • Automated external defibrillators AED
  • Pediatric crash carts
  • Ophthalmic slit lamps
  • Reflex hammers
  • Pill splitters
  • Doppler ultrasound equipment
  • Ophthalmoscopes
  • Cast cutting saws
  • Magill forceps
  • Mechanical stethoscopes
  • Medical examination protective gloves
  • Thoracentesis trays
  • Arterial blood gas testing equipment
  • Specialty patient care beds
  • Venous oxygen saturation SVO2 monitors
  • Crash carts
  • Crutches
  • Wood's lamps
  • Breast pumps
  • Lancets
  • Protective face shields
  • Cardiac monitors
  • Medical scales
  • Oxygen flowmeters
  • Enema equipment
  • Ear curettes
  • Manual resuscitation bags
  • Wheelchairs
  • Newborn warming lamps
  • Surgical scalpels
  • Transport cardiac monitors
  • Incision drainage equipment
  • Oxygen delivery masks
  • Laptop computers
  • Microscope slides
  • Pulse oximeters
  • Bedpans
  • Sphygmomanometers