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Automation Risk Analysis

Will “Physical Medicine and Rehabilitation Physician (PM and R Physician)” be Automated?

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AI Exposure Risk

47%

“Physical Medicine and Rehabilitation Physician (PM and R Physician)” 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 47% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Physical Medicine and Rehabilitation Physician (PM and R Physician)” 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 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Physical Medicine and Rehabilitation Physicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Diagnose and treat disorders requiring physiotherapy to provide physical, mental, and occupational rehabilitation.

Job Title & Hierarchy Code (SOC) Physical Medicine and Rehabilitation Physicians #29-1229.04
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Data is based on the reference occupation: “Physical Medicine and Rehabilitation Physicians”

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Core Skills & Abilities

  • Prescribe therapy services, such as electrotherapy, ultrasonography, heat or cold therapy, hydrotherapy, debridement, short-wave or microwave diathermy, and infrared or ultraviolet radiation, to enhance rehabilitation.

  • Prescribe physical therapy to relax the muscles and improve strength.

  • Document examination results, treatment plans, and patients' outcomes.

  • Instruct interns and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions.

  • Conduct physical tests, such as functional capacity evaluations, to determine injured workers' capabilities to perform the physical demands of their jobs.

  • Develop comprehensive plans for immediate and long-term rehabilitation, including therapeutic exercise, speech and occupational therapy, counseling, cognitive retraining, patient, family or caregiver education, or community reintegration.

  • Perform electrodiagnosis, including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage.

  • Assess characteristics of patients' pain, such as intensity, location, or duration, using standardized clinical measures.

  • Monitor effectiveness of pain management interventions, such as medication or spinal injections.

  • Consult or coordinate with other rehabilitative professionals, including physical and occupational therapists, rehabilitation nurses, speech pathologists, neuropsychologists, behavioral psychologists, social workers, or medical technicians.

  • Prescribe orthotic and prosthetic applications and adaptive equipment, such as wheelchairs, bracing, or communication devices, to maximize patient function and self-sufficiency.

  • Coordinate physical medicine and rehabilitation services with other medical activities.

  • Diagnose or treat performance-related conditions, such as sports injuries or repetitive-motion injuries.

  • Provide inpatient or outpatient medical management of neuromuscular disorders, musculoskeletal trauma, acute and chronic pain, deformity or amputation, cardiac or pulmonary disease, or other disabling conditions.

  • Examine patients to assess mobility, strength, communication, or cognition.

Technologies & Software

  • Nuance DAX (Microsoft)
  • Vitera Healthcare Solutions Vitera Intergy
  • CareCloud Central
  • Bizmatics PrognoCIS EMR
  • WRSHealth EMR
  • GalacTek ECLIPSE
  • Greenway Medical Technologies PrimeSUITE
  • HealthFusion MediTouch
  • Glass AI
  • Nabla Copilot
  • eClinicalWorks EHR software
  • Automatic Data Processing AdvancedMD EHR
  • Gemini for Workspace
  • McKesson Practice Plus
  • Allscripts PM
  • NextGen Healthcare NextGen Practice Management
  • Amboss AI
  • Microsoft Word
  • GE Healthcare Centricity Practice Solution
  • simplifyMD
  • Kareo Practice Management
  • Modernizing Medicine Practice Management
  • IOS Health Systems Medios EHR
  • Abridge
  • athenahealth athenaCollector
  • Biodex Medical Systems Biodex Concussion Manager
  • Perplexity AI
  • Nuesoft Technologies NueMD
  • Epic AI
  • Epic Practice Management
  • Email software
  • OmniMD PT./OT EHR
  • Cerner PowerWorks Practice Management
  • Benchmark Systems Benchmark Clinical EHR
  • Sphygmomanometers
  • Intrathecal pumps
  • Iontophoresis equipment
  • Tablet computers
  • Cold therapy equipment
  • Knee braces
  • Orthopedic splints
  • Therapeutic diathermy machines
  • Heat therapy equipment
  • Transcutaneous electric nerve stimulation TENS equipment
  • Custom orthotics
  • Neuromuscular electrical stimulation NMES equipment
  • Epidural injection syringes
  • Fluoroscopes
  • Whirlpool baths
  • Multipurpose electrotherapy units
  • Electromyographs EMG
  • Hand dynamometers
  • Therapeutic ultrasound equipment
  • Exercise balls
  • Agility ladders
  • Therapeutic treadmills
  • Folding pedal exercisers
  • Chair cycles
  • Laptop computers
  • Automated external defibrillators AED
  • Balance trainers
  • Musculoskeletal ultrasound equipment
  • Mechanical stethoscopes
  • Ellipticals
  • Shoulder pulleys
  • Plyometric rebounders
  • Pulse oximeters
  • Desktop computers
  • Exercise bands
  • Finger ladders