FluxAI Enterprise
HealthcareAnalytics & Outcomes Tracker
AI-Powered Insights
Treatment Adherence Correlation
Diabetes patients who completed all education modules showed 32% higher medication adherence compared to those who viewed less than half.
View detailed analysisContent Format Effectiveness
Video formats resulted in 28% higher comprehension scores for surgical preparation compared to text-only formats across all age groups.
Optimize formatsReadmission Risk Reduction
Personalized cardiac care education for low-literacy patients reduced 30-day readmissions by 24% compared to standard materials.
Apply template updatesEngagement Rate
+12.3%Comprehension Score
+8.7%Readmission Rate
-15.2%ROI Factor
+2.4xEngagement by Format & Condition
Outcomes Correlation
A/B Testing Results
| Test Name | Condition | Variant A | Variant B | Winner | Improvement | Status | Actions |
|---|---|---|---|---|---|---|---|
| Diabetes Med Schedule | Type 2 Diabetes | Text + Image | Interactive Timeline | B | +24.5% | Completed | View Details |
| Cardiac Recovery Guide | Post-CABG | Comprehensive PDF | Daily Video Series | B | +18.2% | Completed | View Details |
| Pain Management | Post-Surgical | Standard Scale | Personalized Scale | - | - | In Progress | View Details |
| Medication Side Effects | Oncology | Text-based | Symptom Tracker App | - | - | Scheduled | View Details |
Comprehension Assessment Results
AI Improvement Suggestions
Increase video content for diabetic foot care instructions. Current text materials show low comprehension (62%) compared to video demos (87%).
Add cultural adaptations for Hispanic patients with hypertension. Culturally adapted materials showed 23% higher adherence in similar demographics.
Simplify medication instructions for geriatric patients. Current readability score (11.2) is too high for target population (ideal: 6.0-8.0).