Chapter 4 Quiz: Audience Economics — Attention, Trust, and Value

10 questions. Select the best answer for each. Answer key follows question 10.

Question 1

Herbert Simon's original 1971 formulation of the "attention economy" argued that:

A) Digital advertising would eventually replace traditional media B) Information abundance creates attention scarcity, making attention economically valuable C) Human attention spans would shorten as media options multiplied D) Corporations could not profit from human psychological behavior

Question 2

In the four-stage attention model presented in the chapter, which stage represents the first point where direct monetization becomes reliably possible?

A) Fleeting attention B) Engaged attention C) Loyal attention D) Converting attention

Question 3

A creator has 250,000 Instagram followers. Their last 10 posts averaged 1,800 likes, 120 comments, and 45 shares per post, against an average reach of 40,000. Their engagement rate is approximately:

A) 0.7% B) 1.6% C) 4.9% D) 7.8%

Question 4

The "trust debt model" described in the chapter refers to:

A) The financial risk creators take when launching paid products B) The damage to audience trust caused by over-monetizing before trust reserves are sufficient C) The gap between what audiences believe about a creator and who the creator actually is D) The debt creators owe platforms in exchange for reach and distribution

Question 5

According to research on parasocial relationships, why are creator product endorsements particularly powerful compared to traditional advertising?

A) Creators can produce sponsored content at lower cost than traditional ad agencies B) Platforms algorithmically amplify sponsored content more than organic posts C) Audiences have formed one-sided emotional bonds that give creator recommendations the weight of personal friend referrals D) Creator audiences are younger and therefore more susceptible to marketing messages

Question 6

In the audience tier model (80/15/5), which description best characterizes a "superfan"?

A) A follower who watches 80% or more of a creator's content B) A follower who pays for premium access or has purchased a product C) A community member who engages consistently, defends the creator, and often drives word-of-mouth referrals D) A follower who has been subscribed for more than one year

Question 7

Maya Chen's guide sold 340 copies at $29 in 48 hours despite having no email list. The chapter identifies four trust thresholds she had crossed to make this possible. Which of the following is NOT one of those four thresholds?

A) Predictability through 9+ months of consistent posting B) Authenticity through an unscripted, in-character announcement C) Competence demonstrated through visible expertise in her content D) Celebrity — validation from a larger creator in her niche

Question 8

A creator's save rate on Instagram is 4.8%, well above the 1–3% average benchmark. This most strongly suggests:

A) The creator is running an engagement pod to artificially inflate saves B) The creator's audience finds their content worth returning to, indicating high utility value C) The creator has a primarily male audience, which saves content more frequently D) The creator's content is entertainment-focused and emotionally evocative

Question 9

Research cited in the equity spotlight found that Black influencers were paid approximately what percentage less than white influencers for comparable partnerships?

A) 10–15% B) 20–25% C) 35% D) 50%

Question 10

Which combination of audience intent types creates the most durable creator business, according to the chapter's framework?

A) Pure entertainment intent — the widest possible audience B) Pure community intent — the highest emotional investment C) Education + community intent — useful content plus belonging creates high retention and buying intent D) Inspiration + entertainment intent — emotional connection drives the fastest audience growth

Answer Key

Q1: B Simon argued that a wealth of information creates a poverty of attention — establishing attention as the scarce and therefore economically valuable resource in an information-abundant world. He wasn't predicting shorter attention spans (C) or commenting on digital advertising (A), which didn't yet exist.

Q2: D Converting attention is the stage where monetization is reliably possible. Engaged attention (B) is where audiences are actively consuming but not yet committed enough to take purchasing action. Loyal attention (C) creates the relationship — but the conversion stage is where it becomes economic.

Q3: C Engagements per post: 1,800 + 120 + 45 = 1,965. Engagement rate: 1,965 / 40,000 × 100 = 4.9%. Note: reach (40,000) is used rather than total follower count (250,000), as reach-based engagement rate is more accurate for algorithm-distributed platforms.

Q4: B Trust debt refers specifically to the depletion of audience trust that occurs when creators push monetization faster or harder than their trust reserve can sustain. When a creator's audience says things like "you've changed" or "this is just an ad now," that's trust debt manifesting.

Q5: C The parasocial bond makes creator recommendations feel like advice from a trusted friend, not advertising. This dramatically increases message credibility and purchasing intent. The economic value of this mechanism is why creator marketing often outperforms equivalent-budget traditional advertising on direct response metrics.

Q6: C Superfans are defined primarily by their behavioral pattern: consistent engagement, advocacy, word-of-mouth promotion, and defense of the creator. While many superfans have purchased products (B), the defining characteristic is behavioral loyalty and community investment, not just transaction history.

Q7: D The four trust thresholds Maya crossed were predictability, authenticity, competence, and benevolence (accessible pricing + refund policy). Celebrity validation from a larger creator was not part of her trust-building arc and is not one of the four trust components in the chapter's framework.

Q8: B High save rates indicate that audiences find content worth bookmarking for future reference. This is a strong signal of utility value — the content teaches something, lists something, or inspires something people want to return to. It's one of the strongest leading indicators of buying intent.

Q9: C The MSL Group 2022 analysis found an average 35% pay gap between Black and white influencers for comparable partnerships. This gap persisted across follower count tiers and niches, and was documented to exist even when the Black influencers had higher engagement metrics.

Q10: C Education + community is the most durable combination because educational content creates utility-based loyalty (hard to replace) while community creates identity-based loyalty (switching cost is social). Entertainment alone is too easily substituted; inspiration without education or community is emotionally driven and therefore more volatile.