data economics · Cohort + async
Behavioral Metrics and Ethical Presentation
Behavioral economics tools for product teams with an ethics lens grounded in consumer policy trends. You redesign a flow and defend choices to a skeptical reviewer.
What is included
- Checklist against unfair practice patterns
- Rewrite exercises for disclosures
- Cohort critique of real (anonymized) flows
- Reading on sludge versus legitimate friction
- Worksheet on testing plans
- Mentor feedback on redesign
- One-page ethical rationale document
Outcomes
- Classify friction as sludge or legitimate with reasons
- Rewrite a consent screen for clarity
- Present a test plan that respects user autonomy
FAQ
Legal compliance?
We teach ethics and policy context — not a substitute for counsel.
Industry?
Digital products broadly; some retail examples.
Not covered?
Clinical or financial advice contexts need specialized training.
Participant notes
“Consent rewrite exercise surfaced a line our legal team then tightened — good collaboration win.”
“Anonymous cohort quote: 'We stopped calling a nagging banner a feature.'”