A presentation on the process of linking patient satisfaction to healthcare environments.  Sentiment analysis assigns values to the thoughts and feelings of patients and family provided in patient satisfaction surveys through written word, digital format and voice recordings.   This data has identified the root causes for negative feedback that challenge traditional best practices in healthcare planning and design.