~/talk

What My Little Pony Can Teach Us About Interest-Driven Learning

Talkat Learning at Scale 2020 · 2020-08-12..08-14· [data-science]
links:none on file
slides:none on file

Five years of mixed methods research — nine months of ethnography, thematic coding of 4,500 reviews, and a longitudinal analysis of ~7 million fanfiction stories (8 million users, ~175 million reviews) — claims that distributed mentoring arises in fandoms via seven affordances (aggregation, accretion, acceleration, abundance, availability, asynchronicity, affect). A My Little Pony discussion on fimfiction.net (46 responses from 20 people) illustrates accretion and acceleration, and the data show that every 650 reviews ≈ one year of vocabulary growth. Proposes open, pseudonymous school platforms and cites Out of Eden Learn (30,000 students, 60 countries) as a workable model.

AI-written summary · about

  1. 0:00Introduction and background
  2. 1:19Research motivation
  3. 4:20Personal origins of research
  4. 7:21Scale of fan fiction
  5. 10:53Study methodology
  6. 14:43Passion and community value
  7. 17:01Distributed mentoring model
  8. 20:43Attributes of mentoring
  9. 26:06Quantifying writing progress
  10. 29:33Broader applicability
  11. 32:07Applying to formal education
  12. 37:57Out of Eden Learn example
  13. 41:28Q&A session
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