Distributed Mentoring in Fanfiction Communities

The internet has opened up unprecedented opportunities for people of all ages to discover and connect with others who share their interests. Among the most popular interest-based communities are those that bring together fans of various media texts, including movies, TV shows, music bands, novels, and video games. Whether formed around classics like Star Trek, Doctor Who, or Blade Runner, or newer media texts such as Breaking Bad, the Twilight series, or World of Warcraft, these online fan communities make it easier than ever before for people to meet other fans and engage in discussions and creative endeavors around their mutual interests.

In the past 20 years, amateur fanfiction writers, many of whom are young people between the ages of 13 and 25, have published over 61.5 billion words of fiction in a single online repository alone, Fanfiction.net, an amount that rivals the Google Books English fiction corpus covering the past five centuries. This repository included nearly 7 million stories, more than 176 million reviews, and over 1.5 million authors in January 2017. Far from mere shallow repositories of pop culture, fanfiction repositories such as Fanfiction.net, Archive Of Our Own, FIMFiction, Whofic, and many others (including sites not exclusive to fanfiction such as Wattpad, Tumblr, Livejournal, reddit, and others), are accumulating significant evidence that sophisticated informal learning is taking place online in novel and unexpected ways.

The Seven Attributes of Distributed Mentoring

We discovered a new kind of mentoring, which we call distributed mentoring, that is uniquely suited to networked communities, where people of all ages and experience levels engage with and support one another through a complex, interwoven tapestry of interactive, cumulatively sophisticated advice and informal instruction.

The papers listed below detail our theory of distributed mentoring, exactly how it occurs, its seven attributes, aggregation, accretion, acceleration, abundance, availability, asynchronicity, and affect, and how each of these attributes are being utilized by young people to engage each other in writing and learning. Each of these characteristics is supported by networked technologies. Abundance, for example, describes the sheer volume of feedback accessible to the author. Availability refers to the persistent and public nature of reviews, which facilitates sustained exchanges and relationships among community members.

Informal Learning

This ongoing research project studies informal learning and distributed mentoring in online fanfiction communities, the roles that identity, motivation, and emotion play in young people’s informal learning online; and the novice to expert trajectories made available in different online fan communities. This research group has shed light on each of these areas of inquiry through ethnographic investigation and large-scale quantitative analysis of online fan communities currently popular among U.S. teens. We have published a CSCW 2016 paper on our research (PDF), an intro for the general public in the School Library Journal (link), a CSCW 2017 paper (PDF), a CHI 2017 paper, a webinar (link) and are in the process of submitting others.

Ongoing Work

We hypothesize that the novel concept of distributed mentoring plays a positive role in fanfiction authors’ development as writers, and we are working to quantify this effect. We are in the process of scraping stories, reviews, and associated metadata from fanfiction sites and applying data science techniques (machine learning, statistical analysis, data visualization) to investigate the relationship between distributed mentoring and writing quality (e.g., grammar, reading level, lexical diversity).


Cecilia Aragon, University of Washington, Human Centered Design & Engineering, Professor

Katie Davis, University of Washington, Information School, Assistant Professor

Brock Craft, University of Washington, Human Centered Design & Engineering, Senior Lecturer

Deepa Agrawal, University of Washington, Data Science, MS Student

Julie Campbell, University of Washington, Human Centered Design & Engineering, MS Graduate

Ruby Davis, University of Washington, Human Centered Design & Engineering, Undergraduate Student

Meg Drouhard, University of Washington, Human Centered Design & Engineering, PhD Student

Abigail Evans, University of Washington, Information School, PhD Student

Sarah Evans, University of Washington, School of Education, PhD Student

John Frens, University of Washington, Human Centered Design & Engineering, PhD Student

Jihyun Lee, University of Washington, Human Centered Design & Engineering, PhD Student

David Randall, University of Washington, Information School, PhD Student

Niharika Sharma, University of Washington, Data Science, MS Student

Kodlee Yin, University of Washington, Information School, Undergraduate Student

Diana Zhang, University of Washington, Data Science, MS Student


Evans, S., Davis, K., Evans, A., Campbell, J., Randall, D., Yin, K., and Aragon, C. (2017). More Than Peer Production: Fanfiction Communities as Sites of Distributed Mentoring. Proceedings of the 20th ACM Conference on Computer-Supported Cooperative Work & Social Computing. PDF.

Kodlee Yin, Cecilia Aragon, Sarah Evans, Katie Davis. Where No One Has Gone Before: A Meta-Dataset of the World’s Largest Fanfiction Repository, Proceedings of CHI 2017: ACM Conference on Human Factors in Computing Systems (2017). PDF.

Campbell, J., Aragon, C., Davis, K., Evans, S., Evans, A., Randall, D. Thousands of positive reviews: Distributed mentoring in online fan communities. In Proceedings of the 2016 Conference on Computer Supported Cooperative Work, ACM Press (2016). PDF.

Sarah Evans, David Randall, Julie Campbell, Katie Davis, Cecilia Aragon, and Abigail Evans. How Fanfiction Mentors Can Change Lives. In School Library Journal (13 May 2016).

Open Learning in Fanfiction Communities Webinar. http://connectedlearning.tv/open-learning-fan-fiction-communities  (4 May 2015).