Possible Research Pathways with Patient Ready

Clinical judgment and decision making

(CJM alignment, Next Gen NCLEX signals)

Clinical judgment and decision making

Clinical judgment and decision making

Patient experience proxies

De-escalation, cultural/linguistic competence

Patient experience proxies

Patient experience proxies

Communication and empathy

With emotionally responsive AI patients

Communication and empathy

Communication and empathy

Onboarding, retention, and quality

in health systems

Onboarding, retention, and quality

Onboarding, retention, and quality

Readiness, confidence, and resilience

Pre- and post-intervention

Readiness, confidence, and resilience

Readiness, confidence, and resilience

Research-Ready by Design

IRB-ready: Clear consent flows and exportable data dictionaries

IRB-ready: Clear consent flows and exportable data dictionaries

Privacy and security: Role-based access, audit logs, region-aware hosting

Privacy and security: Role-based access, audit logs, region-aware hosting

Analytics: Learner- and cohort-level metrics, skill heatmaps, early-warning indicators

Analytics: Learner- and cohort-level metrics, skill heatmaps, early-warning indicators

Real clinical learning without real-world risk. From first semester to practice ready.