Research Audit
Current content teaches curriculum structure and market concepts. The research layer now captures evidence from surveys, quizzes, assignments, rubric scores, feedback, and source reviews.
Primary knowledge system
NAKAMOTO Academy Research Institute
The research institute creates original knowledge about trading education: student confusion, learning outcomes, risk comprehension, chart-reading errors, visual learning, and responsible decision process.
Knowledge Gap Analysis
Built research questions: what beginners misunderstand about liquidity, which visuals improve recall, how risk explanations change behavior, and which modules reduce topic confusion.
Data Gap Analysis
Data structures now include pre/post quizzes, confidence ratings, chart annotation scoring, journal review tags, survey responses, and source quality grades.
Original research projects
Research projects built for publication.
No fake performance claims. The research studies education quality, comprehension, risk awareness, and learning behavior.
ProjectResearch ValueEducation ValueAuthority ValuePriority
Beginner Confusion StudyIdentifies misunderstood trading termsImproves lesson sequencingOriginal education dataP0
Chart Annotation BenchmarkScores structure recognition accuracyImproves practice drillsCitable benchmarkP0
Risk Comprehension SurveyMeasures risk model understandingImproves risk curriculumTrust-building reportP0
Visual Learning StudyTests diagrams vs text-only recallImproves visual assetsOriginal learning insightP1
Trading Journal Behavior ReportTracks review habits and error themesImproves psychology modulesLong-term datasetP1
Survey Framework
- Consent and education-only boundary.
- Experience level and market exposure.
- Term confidence rating.
- Scenario questions.
- Chart interpretation task.
- Risk comprehension task.
- Open confusion field.
Fact-Checking Framework
- Tag every claim as definition, process, historical, statistical, or opinion.
- Require official or high-quality source for factual claims.
- Reject profit guarantees and unsupported predictive claims.
- Date source reviews.
- Publish correction notes.
Source Library Categories
Exchange education, regulator education, academic market microstructure, risk management texts, statistics resources, trading psychology books, official platform documentation, and internal NAKAMOTO Academy research reports.
Publication System
Monthly research note, quarterly learning benchmark, annual trading education report, source review log, student confusion index, and visual learning report.