SCCM Resource Library-Ethical Considerations for End-of-Life Planning in an Age of Predictive Modeling

Video Transcription

Video Summary

In this session, the speakers discussed the use of predictive modeling and disruptive innovation in healthcare. The first speaker talked about the obstacles to effective communication in end-of-life care in the ICU. They highlighted the need for better training in communication skills and listening, as well as the importance of addressing obstacles such as the chaotic pace in the ICU and dealing with heightened emotions. The second speaker discussed the process and challenges of developing predictive models using data analytics. They explained how data scientists are needed to extract, clean, and analyze data, as well as the importance of understanding the source and structure of the data. They also emphasized the need to address issues of missing data and interpret the results accurately. The speakers agreed that disruptive innovation is essential in healthcare and shared examples of how they have used it in their respective organizations. They discussed the importance of developing a culture of innovation, aligning systems and structures, and holding individuals accountable for change. They shared the positive outcomes that resulted from their initiatives, such as decreased mortality rates and improved financial performance. Overall, the session emphasized the need for effective communication, the use of predictive modeling, and the importance of disruptive innovation in healthcare.

Asset Subtitle

Ethics End of Life, Patient and Family Support, 2019

Asset Caption

This is a presentation from The Critical Care Quality Summit, which was held during the 2019 Critical Care Congress. Ethical Considerations for End-of-Life Planning in an Age of Predictive Modeling was presented by Mitchell Levy, MD, MCCM, and Teresa Rincon, BSN, CCRN-K, FCCM. The program aimed to assess findings from the Critical Care Societies Collaborative National Summit on Clinician Burnout and discuss the 2018 Clinical Practice Guidelines for the Prevention and Management of Pain, Agitation/Sedation, Delirium, Immobility, and Sleep Disruption (PADIS) in Adult Patients in the ICU guidelines. The program also focuses on patient- and family-centered care and end-of-life planning.

Meta Tag

Content Type Presentation

Knowledge Area Ethics End of Life

Knowledge Area Patient and Family Support

Knowledge Level Advanced

Membership Level Select

Membership Level Professional

Membership Level Associate

Tag Communication

Tag Ethics and End of Life

Year 2019

Keywords

predictive modeling

disruptive innovation

healthcare

communication skills

end-of-life care

ICU

data analytics

data scientists

missing data

interpretation

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