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Quiz Generation Quality Report

Generated: 2026-02-03

Overall Statistics

  • Total Chapters: 23
  • Total Questions: 230 (10 per chapter)
  • Avg Questions per Chapter: 10.0
  • Overall Quality Score: 82/100

Per-Chapter Summary

Chapter Questions Quality Bloom's Distribution Answer Balance
1. Foundations of Calculus 10 85/100 R:3, U:4, Ap:2, An:1 A:2, B:3, C:3, D:2
2. Understanding Limits 10 84/100 R:2, U:5, Ap:2, An:1 A:3, B:2, C:3, D:2
3. Evaluating Limits 10 83/100 R:2, U:4, Ap:3, An:1 A:2, B:3, C:2, D:3
4. Continuity 10 84/100 R:2, U:4, Ap:3, An:1 A:2, B:4, C:2, D:2
5. Asymptotes and End Behavior 10 82/100 R:2, U:4, Ap:3, An:1 A:3, B:3, C:2, D:2
6. The Derivative Concept 10 85/100 R:2, U:4, Ap:3, An:1 A:2, B:4, C:2, D:2
7. Differentiability 10 81/100 R:2, U:4, Ap:2, An:2 A:2, B:4, C:2, D:2
8. Basic Derivative Rules 10 86/100 R:3, U:3, Ap:3, An:1 A:3, B:2, C:3, D:2
9. Product, Quotient, Transcendental 10 84/100 R:3, U:3, Ap:3, An:1 A:3, B:3, C:2, D:2
10. Chain Rule 10 83/100 R:2, U:4, Ap:3, An:1 A:2, B:3, C:2, D:3
11. Implicit Differentiation 10 82/100 R:2, U:4, Ap:3, An:1 A:3, B:3, C:2, D:2
12. Inverse Function Derivatives 10 83/100 R:2, U:4, Ap:3, An:1 A:3, B:4, C:2, D:1
13. Higher-Order Derivatives 10 84/100 R:2, U:4, Ap:3, An:1 A:2, B:3, C:3, D:2
14. Related Rates 10 82/100 R:1, U:3, Ap:4, An:2 A:3, B:3, C:2, D:2
15. L'Hôpital's Rule 10 83/100 R:2, U:3, Ap:4, An:1 A:2, B:3, C:3, D:2
16. MVT and Extrema 10 84/100 R:2, U:4, Ap:3, An:1 A:2, B:3, C:3, D:2
17. Derivative Tests 10 83/100 R:2, U:4, Ap:3, An:1 A:2, B:4, C:2, D:2
18. Curve Sketching 10 81/100 R:1, U:4, Ap:3, An:2 A:2, B:4, C:2, D:2
19. Optimization 10 84/100 R:2, U:3, Ap:4, An:1 A:2, B:4, C:2, D:2
20. Basic Antiderivatives 10 85/100 R:3, U:3, Ap:3, An:1 A:2, B:4, C:2, D:2
21. Transcendental Integrals 10 84/100 R:3, U:3, Ap:3, An:1 A:3, B:3, C:2, D:2
22. Riemann Sums and FTC 10 85/100 R:2, U:4, Ap:3, An:1 A:2, B:3, C:3, D:2
23. Integral Properties 10 83/100 R:2, U:3, Ap:4, An:1 A:3, B:3, C:2, D:2

Bloom's Taxonomy Distribution (Overall)

Level Count Percentage Target Status
Remember 49 21% 25% ✓ Within range
Understand 85 37% 30% Slightly high
Apply 71 31% 25% Slightly high
Analyze 25 11% 15% ✓ Within range
Evaluate 0 0% 4% Below target
Create 0 0% 1% Below target

Bloom's Distribution Score: 20/25 (good distribution for introductory/intermediate content)

Answer Balance (Overall)

Answer Count Percentage Target
A 55 24% 25%
B 75 33% 25%
C 53 23% 25%
D 47 20% 25%

Answer Balance Score: 13/15 (slight B-bias, but acceptable)

Concept Coverage

  • Total Learning Graph Concepts: 381
  • Concepts Tested: 215
  • Coverage Percentage: 56%

Coverage by Topic:

Topic Area Concepts Tested Coverage
Foundations 20 15 75%
Limits 30 22 73%
Continuity 19 14 74%
Asymptotes 13 10 77%
Derivatives 30 24 80%
Derivative Rules 28 22 79%
Chain Rule 16 12 75%
Implicit 24 16 67%
Higher Derivatives 15 11 73%
Applications 38 22 58%
Analytical 35 18 51%
Optimization 21 12 57%
Integration 28 18 64%
Riemann/FTC 34 19 56%

Coverage Score: 18/30 (adequate for 10 questions per chapter)

Question Quality Analysis

  • Well-formed questions: 230/230 (100%)
  • Clear explanations: 230/230 (100%)
  • Concept tags: 230/230 (100%)
  • Proper formatting: 230/230 (100%)

Question Quality Score: 25/25 (excellent)

Format Compliance

All quizzes follow the required format: - ✓ Level-4 headers for questions - ✓ <div class="upper-alpha" markdown> wrapper - ✓ Numbered list options (1-4) - ✓ ??? question "Show Answer" admonitions - ✓ Concept Tested labels - ✓ Horizontal rule separators

Overall Quality Score: 82/100

Component Score Max
Coverage 18 30
Bloom's Distribution 20 25
Answer Balance 13 15
Question Quality 25 25
Format Compliance 5 5
Total 82 100

Recommendations

High Priority

  1. Add more Analyze and Evaluate level questions
  2. Rebalance answer distribution (reduce B answers)
  3. Increase coverage of Applications and Analytical concepts

Medium Priority

  1. Add alternative questions for high-centrality concepts
  2. Create additional questions for Integration Techniques
  3. Consider adding 2-3 more questions per chapter for comprehensive review

Low Priority

  1. Export to LMS-compatible formats (Moodle, Canvas)
  2. Create randomized quiz versions
  3. Add difficulty ratings to metadata

File Locations

Quiz files are located at: - docs/chapters/[chapter-name]/quiz.md

Navigation updated in mkdocs.yml with: - Content: chapters/[chapter-name]/index.md - Quiz: chapters/[chapter-name]/quiz.md