Clinical Research Directory

Inclusion Criteria: Part A Inclusion Criteria: * Signed and dated informed consent form prior to any study-specific procedures. * Willingness and ability to comply with all study procedures and availability for the duration of the study, including all scheduled assessments and follow-up visits. * Currently practicing anesthetic provider, defined as either: * Attending anesthesiologist, or * Certified Registered Nurse Anesthetist (CRNA). * Limited prior formal training in EEG interpretation for anesthetic depth, as self-reported by the participant (see Exclusion Criteria for details). * Fluent in English, to ensure comprehension of study materials and assessments. * Able to access and utilize required technology (e.g., computer or tablet with internet access) for completion of digital modules and online assessments. * In good general health and capable of fulfilling clinical duties, as self-reported and confirmed by site investigator review. * Willingness to be randomized to any of the study arms and to participate in all assigned educational interventions and assessments. * Willingness to adhere to the protocol-specified anesthetic management strategy during the real-case assessments. Part B Inclusion Criteria: * Provides written, signed informed consent prior to the surgical procedure. * Is age 60 years or older. * Is scheduled to undergo an elective, non-cardiac, non-neurologic surgical procedure expected to last at least two hours. * Is planned to receive general anesthesia. * Has an American Society of Anesthesiologists (ASA) physical status of I, II, or III. * Has intact skin on the forehead suitable for the application of EEG electrodes. Exclusion Criteria: Part A Exclusion Criteria: * Fellowship training in neuroanesthesia or neurocritical care. * Participation in EEG-related research or formal EEG training within the past 12 months. * Inability to access or utilize required technology (e.g., computer or tablet with internet access) necessary for completion of digital modules and online assessments. * Any condition (physical, psychological, or cognitive) that, in the opinion of the site investigator, would preclude full participation in study activities or completion of the study protocol. * Known allergy or sensitivity to materials used in EEG electrodes (e.g., adhesives or gels), if applicable. * Non-practicing anesthetic providers (e.g., retired, not currently providing clinical care). Part B Exclusion Criteria: * Is unable to provide legally effective informed consent. * Is scheduled for emergency, cardiac, or neurologic surgery. * Has an American Society of Anesthesiologists (ASA) physical status of IV or greater. * Has a pre-existing diagnosis of dementia, significant cognitive impairment, or other major neurologic disease (e.g., epilepsy, Parkinson's disease). * Has a known allergy to the adhesives or gels used with EEG electrodes. * Has a condition, such as a craniofacial deformity or skin condition on the forehead, that would prevent proper placement or functioning of the EEG monitor. * Currently pregnant.