The Future of Patient Experience: Creating a Predictive Algorithm
Published December 2, 2021
Katie Haifley, CPXP | Co-founder COO/CMO, Nobl
Melissa Bartels, MSN, RN, CCRN | Director of Critical Care Services, Bryan Health
Keri Cartagena, MSN, RN, ONC | Clinical Resource Nurse, Bryan Health
Jessica Daniels, MPA, PMP | Executive Director System Patient Experience, WellStar Health System
Discover how a group of organizations embarked on a journey to create a predictive patient experience algorithm to predict if patients are having positive or negative experiences in real-time. Using a combination of data from the EMR, patient rounds, and experience surveys, the algorithm evolved from rudimentary to an adaptive robust predictive model. Attendees will learn the unique trends that the research team discovered that led to a predictive patient experience model. Organizations can apply these learning and innovative findings into their own work to transform patient experiences and run their own predictive experiments. Discover ideas on how organizations can use this powerful predictive data to apply a combination of peak experience interventions to impact patient satisfaction outcomes.
Related content
-
Patient Family & Community Engagement
The Art of Diagnosis: How to Actively Participate in Your Healthcare
Published August 8, 2025
Diagnosing illness is one of the most complex and error-prone aspects of healthcare, yet patients are rarely equipped with the knowledge or tools to engage in the process actively. This article demystifies diagnosis by explaining how doctors formulate differential diagnoses, the limitations of medical testing, and the cognitive and systemic factors that contribute to diagnostic
Learn more -
Innovation & Technology | Patient Family & Community Engagement
Transforming Patient Care: Expanding Equitable Language Access with AI Across Every Touchpoint
Published January 15, 2026
Complimentary – Clear communication is essential for equitable care, but for the approximately 25 million Americans with limited English proficiency (LEP), language remains a major barrier to safety and quality in healthcare. Though hospitals have improved clinical translation, most language access programs stop at the exam room door. Non-clinical staff—including reception and food services—often lack the
Learn more -
Culture & Leadership | Patient Family & Community Engagement | Staff & Provider Engagement
A System-Wide Transformation in Human Experience at NSW Health
Published August 19, 2025

Complimentary – Join Anne Marie Hadley, Chief eXperience Officer at NSW Health, for an inspiring conversation. Four years ago, we set out on a bold journey with consumers, carers, families, staff and volunteers to co-create Elevating the Human Experience, a unifying vision that placed kindness, dignity, and compassion at the heart of healthcare across NSW
Learn more