Content Effectiveness & Instructional Design Quality

Vantara Learning | Q3 2024 | 28 Courses Analyzed (340 Items)

Avg Item Discrimination
0.27
vs 0.24 target 0.35
Knowledge Taxonomy Score
68.4
+3.2 vs Q2
Content Alignment Rate
76%
target 80%
Learner Effort Index
1.23
optimal 1.0–1.4
Reuse Efficiency Ratio
2.8×
+0.4 vs Q2
Cognitive Load Index
3.2
target <3.0

Item Discrimination vs Difficulty (340 Items)

Knowledge Taxonomy Score by Bloom Level

Content-to-Competency Alignment Rate

Modality Effectiveness Score

Learner Effort Index by Course Type

Course Shelf-Life Decay Rate (6 Cohorts)

Bloom Performance Gap

Instructional Objective Fidelity

Course Quality Assessment

Course Name Category D-Value Taxonomy Alignment LEI Quality
AML Fundamentals Compliance 0.31 72 84% 1.61 Needs Review
GDPR Refresh Compliance 0.19 54 62% 1.89 Critical
Underwriting Mastery Role-Based 0.38 81 91% 1.18 Excellent
Claims Processing II Role-Based 0.34 76 88% 1.24 Good
Sales Excellence Track Leadership 0.29 69 74% 1.42 Needs Review
Risk Assessment Core Technical 0.36 78 86% 1.31 Good
Data Privacy Essentials Compliance 0.22 58 68% 1.73 Critical
Customer Engagement Soft Skills 0.27 66 72% 1.56 Needs Review
Policy Administration Technical 0.33 74 82% 1.28 Good
Actuarial Modeling Technical 0.41 84 93% 1.15 Excellent