Michael Hodge
EdTech Product Lead & Assessment Design Specialist
Quiz Maker
About
Michael designs accessible, bias-aware assessment tools and has led Quiz Maker's template QA process since 2003. His background spans UX architecture, form design, and educational content — complemented by years of independent study in psychology and philosophy that inform how he approaches question clarity, cognitive load, and fair assessment design.
Our Content Review Process
AI-Assisted Drafting
Questions, explanations, and study modules are drafted using large language models with web-grounded research. Each quiz is generated against a structured build plan that specifies difficulty distribution, question format mix, and archetype-specific module requirements.
Automated Quality Assurance
Every generated quiz runs through 30+ automated checks covering content depth, explanation quality, duplicate detection, option ambiguity, difficulty balance, and YMYL compliance requirements including disclaimer presence and authoritative references.
Human Expert Review
AI-drafted content is independently reviewed for factual accuracy, question clarity, bias, and educational integrity before publication. Michael Hodge independently reviews each quiz for factual correctness, question fairness, cognitive load, and educational value before it is published.
Continuous Monitoring
Published quizzes are monitored for user feedback, completion patterns, and content accuracy. Material updates trigger a full re-review cycle with updated timestamps and version tracking.
Quizzes Reviewed by Michael Hodge
449 quizzes reviewed and approved