Chapter 21 Exercises
Exercise 21.1 — Labor Audit (Individual, Research/Writing)
Choose one fan community you are familiar with or have access to observing. Spend one week documenting every type of fan labor you can identify in that community. For each labor type you find:
- Describe what the activity involves
- Estimate the approximate time commitment based on what you can observe
- Identify who (which platforms, companies, or parties) captures the value produced
- Note how the labor is motivated (gift economy, parasocial, identity, social capital, or combination)
Write a 600–800 word "fan labor audit" report. Which labor type surprised you most? Which was most clearly generating value that flows away from the fan community?
Exercise 21.2 — Terranova's Free Labor (Individual, Writing)
Read Tiziana Terranova's "Free Labor: Producing Culture for the Digital Economy" (2000), available through your library or online. Write a 700–900 word critical analysis:
- What is Terranova's central argument?
- How well does her argument apply to the fan labor examples in this chapter?
- Where does her argument fit well, and where does it require updating for contemporary fan contexts?
- How does Terranova's analysis compare to Jenkins's participatory culture framework?
Exercise 21.3 — Streaming Coordination Simulation (Individual or Pairs, Quantitative)
Using the Python code provided in code/streaming_coordination_model.py, run the streaming coordination simulation. Then:
- Identify two parameters you would like to vary (suggestions:
N_COORDINATED_STREAMERS,COORDINATION_EFFICIENCY,HOURS_PER_DAY_LEAD, or the campaign window weights) - Run the model with your modified parameters
- Document what changed in the output
- Write a 400–500 word analysis: what does varying these parameters tell you about the conditions under which streaming coordination makes the most difference to chart outcomes?
If you cannot run Python code, analyze the model's parameter definitions and write a 400–500 word analysis of what the model's structure reveals about streaming coordination strategy — what assumptions does it make, and what would change if those assumptions were different?
Exercise 21.4 — The Jenkins/Andrejevic Debate (Group, Seminar Discussion)
Divide into two groups. One group defends Jenkins's participatory culture framework as the better way to understand fan labor; the other defends Andrejevic's exploitation framework. Each group should:
- Present the strongest version of their assigned position
- Identify the specific fan labor examples from this chapter that most support their position
- Acknowledge the strongest objection to their position and respond to it
After the debate, hold a 10-minute open discussion: is this a genuine empirical debate (who is right?), or is it a conceptual debate (which framework is more useful for what purposes)?
Exercise 21.5 — Fan Labor Interview (Individual or Pairs, Field Research)
With appropriate research ethics precautions (see your instructor), identify one fan who performs significant fan labor — a wiki editor, Discord moderator, fan translator, streaming coordinator, or similar — and conduct a 30–45 minute interview. Your interview should explore:
- What they do, how much time it takes
- Why they do it (motivation)
- Whether they have experienced burnout, and if so, how it manifested
- Whether they have ever been recognized or compensated for their skills
- Whether they are aware that their labor generates value captured by platforms/industries, and how they feel about that
Write up the interview as a 700–900 word case study. How does the person you interviewed compare to the profiles in this chapter?
Exercise 21.6 — Platform Labor Audit (Individual, Research)
Choose one major platform (Discord, Twitter/X, Tumblr, TikTok, or Reddit) and research how that platform benefits from fan labor specifically. Your audit should address:
- What specific types of fan activity generate value for the platform (engagement metrics, advertising value, subscription revenue, data, etc.)?
- What, if anything, does the platform provide in return to fan communities?
- Does the platform's terms of service address the ownership of content produced on the platform by fans?
- What happens to fan labor content when a platform closes or substantially changes (e.g., Twitter's 2022 changes, Tumblr's 2018 content policy change)?
Write a 500–700 word analysis. Is this platform's relationship with fan communities exploitative in the structural sense the chapter describes?
Exercise 21.7 — Burnout Research Review (Individual, Writing)
Find two academic sources that discuss burnout in volunteer or unpaid work contexts — this might include research on volunteer burnout in nonprofits, open-source software development burnout, or caregiver burnout. Compare these findings to the fan labor burnout patterns described in this chapter. Write a 500–700 word comparative analysis:
- What burnout patterns do volunteer/unpaid contexts share with fan labor contexts?
- What is distinctive about fan labor burnout specifically?
- What structural interventions have been effective at reducing burnout in the non-fan contexts you researched? Would any of these apply to fan communities?
Exercise 21.8 — Value Capture Mapping (Group, Visual/Analytical)
Working in groups of three to four, select one specific fan activity (streaming campaign, wiki maintenance, Discord moderation, fan translation, or content creation) and create a "value flow diagram" — a visual representation of where the value produced by this fan activity goes. Your diagram should:
- Identify all parties who receive value from the activity (the fan community, the platform, the media industry, etc.)
- Estimate the relative magnitude of value flows where possible
- Identify who is NOT receiving value despite contributing to its production
- Show any feedback loops (e.g., platform success → more fans → more labor)
Present your diagram with a 5-minute explanation. Compare your diagram with those of other groups: which fan labor type has the most equitable value distribution? Which has the least?