Skills, backed by the work
Each skill below comes with the studies, roles, courses, and workshops that show it. Start with the map, then open the full list to filter by level, type, field, or year.
Looking for something specific?
- 87skills documented
- 76skills I have
- 11still developing
- 24projects behind them
Every skill, by area
Each tile is one skill, colored by area. A solid tile marks a skill I have. A dashed tile marks one I am developing. Select a tile to read its evidence, or an area to see all of its skills.
- Theory and construct development
- Experimental design
- Longitudinal and repeated-measures design
- Causal and quasi-experimental methods
- Crossover trial analysis
- Mixed-methods program evaluation
- Research synthesis
- Open and reproducible research
- Digital behavior and technology effects
- Applied memory and cognition research
- Socio-technical systems analysis
- Survey and questionnaire development
- Scale development and psychometrics
- Participant recruitment
- Participant-centered communication
- Online-panel data quality
- Behavioral intervention measurement
- Content and media coding
- Regression and multilevel modeling
- Core statistical tests
- Mediation and moderation
- Structural equation modeling
- Power and sensitivity analysis
- Robustness checks
- Blind outcome rating
- Cross-study data integration
- Data cleaning and quality control
- Data visualization and dashboards
- Bayesian inference
- Latent profile analysis
- Machine learning and prediction
- Economic and cost-benefit analysis
- R, Stata and SPSS
- Cloud and API experiment engineering
- Text analysis with dictionaries
- Web, design and automation tools
- Modern text analysis
- Python
- SQL
- Geospatial analysis
- Human-AI trust and reliance research
- Human-AI collaboration experiments
- Obedience to computer authority
- Health and risk communication research
- Research program management
- Study operations
- Supervising and mentoring
- Research governance
- Clinical-study administration
- Recruitment operations
- Workflow and process improvement
- Grants and budgets
- Grant-proposal writing
- Policy analysis and memos
- Consultative analysis
- Curriculum and course design
- Teaching across settings
- Workshop design and facilitation
- Documentation and reusable resources
- Scientific writing
- Technical translation
- Public science communication
- Talks and speaking
- Building with LLM APIs
- AI-assisted analysis and coding
- AI workflow automation
- Evaluating AI output
- Ownership
- Project leadership
- People leadership
- Prioritization
- Mentorship and development
- Team science
- Stakeholder communication
- Facilitation
- Collaborative authorship
- Advocacy and representation
- Audience awareness
- Methodological judgment
- Honest reporting
- Learning from null results
- Ethical judgment
- Ethical risk assessment
- Systems thinking
- Initiative and community building
- Adaptability
- Continuous learning
When the evidence happened
Darker cells mean more skills with documented work in that year. Select a cell to see those skills, or a year to see every area. A year counts when a project, role, course, or workshop documents the skill.
Study design
Measurement and participants
Analysis
Code and tools
AI and human behavior
Leading and operating
Teaching and communicating
AI integration
Ownership and leadership
Collaboration and communication
Judgment and integrity
Learning and adapting
Years run from 2013 to 2026.