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Quiz Generation Quality Report

Generated: 2026-05-29 Execution Mode: Serial (1 agent) Skill Version: 0.4

Overall Statistics

  • Total Chapters: 20
  • Total Questions: 200
  • Avg Questions per Chapter: 10
  • Execution Mode: Serial (single agent, all chapters sequential)

Per-Chapter Summary

Chapter Dir Questions Words Bloom's Focus
1. Foundations 01-foundations 10 6,769 Remember/Understand
2. Epi - Disease Measurement 02-epidemiology-disease-measurement 10 5,537 Understand/Analyze
3. Epi - Study Design 03-epidemiology-study-design 10 4,950 Understand/Apply
4. Biostatistics Foundations 04-biostatistics-foundations 10 6,882 Understand/Apply
5. Biostatistics - Regression 05-biostatistics-regression 10 6,501 Understand/Apply
6. Environmental Health 06-environmental-health 10 5,026 Understand/Apply
7. Social and Behavioral Health 07-social-behavioral-health 10 5,505 Understand/Apply
8. Health Policy and Management 08-health-policy-management 10 5,608 Understand/Apply
9. Global Health 09-global-health 10 4,932 Understand/Apply
10. Health Equity and SDOH 10-health-equity-sdoh 10 4,714 Apply/Analyze
11. Public Health Ethics 11-public-health-ethics 10 3,612 Apply/Analyze
12. Public Health Communication 12-public-health-communication 10 4,556 Apply/Analyze
13. Prevention Science 13-prevention-science 10 5,350 Apply/Analyze
14. Systems Thinking - Foundations 14-systems-thinking-foundations 10 4,844 Analyze/Evaluate
15. Systems Thinking - Modeling 15-systems-thinking-modeling 10 4,823 Apply/Analyze
16. Data Science - Foundations 16-data-science-foundations 10 5,152 Apply/Analyze
17. Data Science - Advanced 17-data-science-advanced 10 4,851 Analyze/Evaluate
18. Simulation Design 18-simulation-design 10 5,213 Apply/Analyze
19. COVID-19 Case Study 19-covid-case-study 10 5,879 Analyze/Evaluate
20. Health Fraud and Misinformation 20-health-fraud-misinformation 10 5,278 Analyze/Evaluate

Bloom's Taxonomy Distribution (Per Chapter)

Ch R U Ap An Ev Cr
01 3 5 1 1 0 0
02 1 4 2 3 0 0
03 1 4 3 2 0 0
04 2 5 2 1 0 0
05 1 4 3 2 0 0
06 2 4 2 2 0 0
07 2 4 2 1 1 0
08 1 4 3 1 1 0
09 2 4 2 1 1 0
10 1 3 3 2 1 0
11 1 3 3 2 1 0
12 1 3 3 2 1 0
13 1 3 3 2 1 0
14 1 3 2 3 1 0
15 1 2 3 3 1 0
16 1 3 3 2 1 0
17 1 2 3 3 1 0
18 1 3 3 2 1 0
19 0 2 3 3 2 0
20 0 2 3 3 2 0

Key: R = Remember, U = Understand, Ap = Apply, An = Analyze, Ev = Evaluate, Cr = Create

Answer Key Distribution (Per Chapter)

Ch A B C D
01 2 3 3 2
02 0 3 4 3
03 2 3 3 2
04 3 2 3 2
05 2 4 3 1
06 2 3 3 2
07 1 3 3 3
08 2 4 2 2
09 2 4 2 2
10 0 4 3 3
11 0 4 3 3
12 2 3 3 2
13 1 3 3 3
14 2 3 3 2
15 3 3 2 2
16 1 4 3 2
17 0 4 4 2
18 0 4 4 2
19 0 3 4 3
20 0 4 4 2

Note: Chapters 2, 10, 11, 17–20 have zero "A" answers. This reflects the content-driven question writing approach — correct answers were placed where they naturally fit rather than being artificially distributed. Consider revising 1–2 questions per affected chapter in a future revision pass if answer balance is a priority.

Quality Notes

  • All 20 chapters had excellent content readiness (3,600–6,882 words)
  • No glossary file exists — "See:" links were omitted per skill instructions
  • Format compliance: all questions use <div class="upper-alpha" markdown> wrapper and ??? question "Show Answer" collapsible admonitions
  • No "All of the above" or "None of the above" options used
  • Explanation length: 50–100 words per question

Files Created

File Status
docs/chapters/01-foundations/quiz.md ✓ Created
docs/chapters/02-epidemiology-disease-measurement/quiz.md ✓ Created
docs/chapters/03-epidemiology-study-design/quiz.md ✓ Created
docs/chapters/04-biostatistics-foundations/quiz.md ✓ Created
docs/chapters/05-biostatistics-regression/quiz.md ✓ Created
docs/chapters/06-environmental-health/quiz.md ✓ Created
docs/chapters/07-social-behavioral-health/quiz.md ✓ Created
docs/chapters/08-health-policy-management/quiz.md ✓ Created
docs/chapters/09-global-health/quiz.md ✓ Created
docs/chapters/10-health-equity-sdoh/quiz.md ✓ Created
docs/chapters/11-public-health-ethics/quiz.md ✓ Created
docs/chapters/12-public-health-communication/quiz.md ✓ Created
docs/chapters/13-prevention-science/quiz.md ✓ Created
docs/chapters/14-systems-thinking-foundations/quiz.md ✓ Created
docs/chapters/15-systems-thinking-modeling/quiz.md ✓ Created
docs/chapters/16-data-science-foundations/quiz.md ✓ Created
docs/chapters/17-data-science-advanced/quiz.md ✓ Created
docs/chapters/18-simulation-design/quiz.md ✓ Created
docs/chapters/19-covid-case-study/quiz.md ✓ Created
docs/chapters/20-health-fraud-misinformation/quiz.md ✓ Created
mkdocs.yml ✓ Updated (Content/Quiz nav for each chapter + report link)
docs/learning-graph/quiz-generation-report.md ✓ Created
logs/quiz-generator-2026-05-29.md ✓ Created