Related Experiment Video
Updated: Jan 19, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Impact of an Electronic Medical Record Alert on Code Status Documentation for Hospitalized Patients With Advanced
Benjamin Switzer1, Khalid Jazieh1, Eden Bernstein1
1Cleveland Clinic, Cleveland, OH.
Purpose:
Cardiopulmonary resuscitation in hospitalized patients with advanced cancer is associated with high rates of morbidity and mortality. Although advance care planning (ACP) in this population improves quality, patient satisfaction, hospice use, rates of harm, and health care costs, ACP documentation rates remain low. We observed changes in ACP documentation by internal medicine residents within a tertiary hospital's inpatient oncology service after a mandatory training module and enterprise-wide modification in electronic health medical records (EHMR).
Methods:
For patients admitted to the Cleveland Clinic oncology service, this 16-week retrospective review observed resident code status (CS) documentation through admission notes and direct EHMR orders before and after implementation of an ACP training module and CS best practice alert (BPA). In addition, residents were surveyed on perceived barriers to CS documentation.
Results:
In 535 unique admissions (244 before BPA, 291 after BPA), residents exhibited a 14.4% increase (from 47.1% to 61.5%) in admission note CS documentation and an 18.2% increase (from 12.7% to 30.9%) in CS orders at time of discharge. The most common self-reported barrier to ACP documentation was forgetting to discuss, with first-, second-, and third-year residents admitting to feeling uncomfortable in orchestrating ACP conversations at rates of 58%, 6%, and 5%, respectively.
Conclusion:
Resident ACP documentation remains suboptimal in the high-risk cohort of hospitalized patients with advanced cancer. However, rates seem to be positively influenced by online modules and EHMR-based interventions. Additional efforts to improve the current practice and culture of ACP remain a crucial aspect in the quality and safety of our approach to patient care.
More Related Videos
Related Concept Videos
07:31Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
09:00TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients
06:49Orthotopic Implantation of Patient-Derived Cancer Cells in Mice Recapitulates Advanced Colorectal Cancer
03:55Computer-Aided Three-Dimensional Visualization in the Treatment of Locally Advanced Thyroid Cancer
Data Reporting and Recording
Mental Status Examination
The mental status exam is a clinical evaluation of emotional, perceptual, and cognitive functioning that spans both the fields of psychiatry and neurology. Developing skill in the psychiatric portions of the examination are important to describe salient aspects of the patient's mental state that may be observed during routine history and/or physical exam. Proficiency in the cognitive portions...

