The whole course as one chain of ideas, then each link opened up: the framework, the studies, a memory hook, and how to use it in an answer. Built only from the five lecture decks and 26 readings in your zip.
Because nobody knows what will succeed, everybody looks for someone who does. Firms organise around the uncertainty, creators send signals through it, gatekeepers filter it, and technology and globalisation only change who the gatekeepers are.
W1 Business models, turmoil, platform era → O + T
W2 Organisational design → N + O
W3 Marketing → S
W4 no lecture
W5 Technological change → T
W6 Competitive processes → N + F
W7 International business → G
“A great product or technology is useless without a business model that envelops it.” (W1)
“Quality is unobservable. We buy signals.” (W3)
“The power did not go to the creator; it went to the platform.” (W1) · “Success belongs to those who understand who actually controls the boundaries.” (W5)
1. Learn the chain above until you can redraw it.
2. For each block, read the framework, then the study cards.
3. Cover the cards and run the self-test.
4. Print the cheat sheet; watch the video the night before.
Why can nobody, not even the producer, say in advance what is good or what will sell?
Cultural goods are “non-material goods … serving an aesthetic or expressive rather than a clearly utilitarian function” (Hirsch 1972, in Lampel et al.). Consequences for managers: demand is highly unpredictable and production (creativity) is hard to monitor and control. Data exist but allow contradictory interpretations = ambiguity. Consumers want novelty they can still understand: familiar + novel.
1. Not intrinsic. Technical quality ≠ cultural/aesthetic quality. A technically perfect film can be artistically mediocre; a badly recorded punk album can be culturally important. Value is symbolic: interpretation, meaning, originality, identity, reputation, social context.
2. Uncertain. Caves’ economic property #1: nobody knows. Demand is uncertain; it is symmetrical ignorance, not asymmetrical information.
3. Socially constructed. Produced and recognised through networks of artists, producers, critics, distributors, institutions, audiences. Tied to taste, distinction, cultural capital, fields.
4. Gatekeepers certify. Audiences cannot assess beforehand, so critics, editors, curators, juries, publishers, labels, broadcasters, museums and award committees perform selection, evaluation, legitimation. Quality becomes partly a matter of certification.
5. Popularity is not necessarily quality. Six quality regimes, each with its own judge (table below).
6. Conventions. Fields share expectations of competent work, yet creativity violates them. Radically innovative work can look low quality precisely because it is innovative (Impression, Sunrise 1874; The Starry Night 1889).
7. A process, not a characteristic. Creation → selection → gatekeeping → signalling → reception → evaluation → legitimation → canonisation. Quality develops through a work’s cultural life, not only at creation.
| Quality regime | Central criterion | Who evaluates? | Quality regime | Central criterion | Who evaluates? |
|---|---|---|---|---|---|
| Technical | Execution / craft | Professionals | Institutional | Recognition / legitimacy | Gatekeepers |
| Aesthetic | Artistic achievement | Critics / peers | Popular | Audience appreciation | Public |
| Commercial | Market performance | Consumers | Cultural | Lasting significance | Society over time |
Slide example: Barbie (IMDb 6.8, $1.45bn worldwide) versus Oppenheimer (IMDb 8.3, $0.98bn). Quality vs popularity vs commercial success vs cultural importance are four different questions.
You must experience the good to have information about it and judge its quality; enjoyment increases with experience; you buy it for the experience. Evaluation criteria are usually non-utilitarian and hedonic, which gives consumers a strong impetus to look for credible and salient signals.
Strong social interaction among consumers: decisions are highly influenced by the opinions and actions of others, which creates inequality and unpredictability of market shares (Salganik & Watts 2009, block T).
How do you design a business, a structure and an investment strategy when demand cannot be predicted?
Read this block as three zoom levels. Model (how value is created and captured), Structure (which tensions the firm must balance and what form it takes), Team (who gets hired and who dares to explore).
Rio (1998) and Cabo failed, iPod (2003) won. Apple was not first; it wrapped a good technology in a great model. Reverse razor-and-blades: give away the “blades” (iTunes music: low margin, high volume) to lock in the “razor” (iPod: high margin, high lock-in). The innovation was a structural profit formula, not a slick device.
CVP precision matters most: it nails one job and nothing else. Four barriers to a job: wealth, access, skill, time (Tata Nano breaks wealth; Hilti sells tool use, not tools; Dow Corning’s Xiameter needed a separate unit with its own rules).
New model needed when all four boxes must change; five triggers: serve shut-out customers, wrap a new technology, bring a job focus, fend off low-end disruptors, respond to a shifting basis of competition.
Be patient for growth, impatient for profit.
| Traditional corporate | Performing arts | |
|---|---|---|
| Economic engine | Profit formula: scale, resource velocity, margin expansion | Financial balance (“non-profit”) formula: structurally blends box office, government subsidies and philanthropy; what counts is not producing a loss |
| Core assets | Generic, highly scalable physical / IP assets | Hyper-reliance on reputational and human resources: artistic novelty and creative pedigree |
| Five resource types | Human · physical · organisational · financial · reputational. Dynamic capabilities = the ability to reconfigure them. Artistry dictates survival: when novelty erodes, reputation collapses and the financial balance breaks. | |
Théâtre Les Deux Mondes (TDM), Montreal touring company (growth 1970s–80s → success 1990s → troubled maturity 2000s).
Internal: lack of artistic renewal (gradual, 2005–09); declining portfolio performance (sudden). BCG matrix on productions: Tale of Teeka cash cow (540 performances), Leitmotiv and Living Memory stars, 2191 Nights dog, Travelogs question mark (14 performances).
External: rising competition (gradual); federal touring grant cuts in 2008 (sudden); declining sales.
Death spiral: slash artistic/human resources to save money → reputation erodes → value proposition degrades → future grants and box office fall.
Creative pivot: fiercely protect intangible reputational and human resources. TDM formed the Central Theatres alliance with younger companies, sharing its venue and administrative resources to cut costs while raising production volume and artistic novelty; directors started working separately to break old habits.
You do not solve these tensions; successful cultural organisations engineer structures that keep balancing them.
| Conventional long tail | Random long tail | |
|---|---|---|
| Bottleneck removed | Distribution (shelf space) | Production (capital needed to create) |
| Mechanism | Infinite display for existing niches | Cheaper entrepreneurial experimentation → explosion of new products |
| Assumes quality is | Perfectly predictable (new entry = lower quality) | “Nobody knows”: new entry can land anywhere, including hits |
| Gain | ΔC: small, diminishing | ΔR: large, because some ex-ante losers become blockbusters |
Evidence that it happens: by 2012 about 10% of the weekly top-150 bestsellers were self-published; up to 40% in romance. Spotify added nearly 1 million tracks in 2017 alone.
The work has not vanished; it migrated outside the firm. Establishment data look like decline: book publishing employment 97k → 75k (2002–17), sound recording revenue $20.9bn → $13.5bn. Tax data show an explosion: independent artists, writers and performers (Schedule C) from 425,000 to over 850,000.
Aggregate earnings up, average down. Total independent earnings $16bn (1997) → $24bn (2016), yet real average earnings per creator fell from about $30,000 to about $24,000.
The 90th and 50th percentiles show no decline; the 10th percentile collapses. Full-time professionals are stable; millions of new hobbyists join the denominator. Falling averages are a statistical illusion caused by an exploding denominator.
| The studio (hierarchy) | The gig economy (pure market) | Latent organisation (the network) | |
|---|---|---|---|
| Staffing costs | High | Low | Low |
| Quality control | High control | High risk | Guaranteed via trust |
| Knowledge base | Institutional | Individual and transitory | Shared among members |
| Relationship duration | Permanent | Fleeting | Enduring but dormant |
A latent organisation is a constant configuration of the same members that persists through time but is only intermittently made manifest. It lives as a mental map in the mind of a broker (commissioning editor, producer) who reactivates the trusted coalition at short notice, reusing a shared learning curve. Setting: UK television after the 1990 Broadcasting Act (BBC and ITV must source 25% from independents) and the rise of the publisher-broadcaster. Currencies: knowledge and trust.
O-ring constraint: every member must perform above a threshold or the whole project fails → brokers keep recombining old-timers (exploitation) → output stagnates without newcomers and new combinations (exploration).
Middle-status conformity: elites (secure) and newcomers (ignorant of the risk) embrace true exploration; mid-status members conform to safe choices.
Autonomy paradox: two-layer structures with fully autonomous project managers retreat into safe exploitation. Middle-manager liaisons in three-layer structures absorb risk and coordinate interdependencies, freeing teams to explore.
Fuel (micro): 3-layer hierarchies and elite-status brokers that absorb risk and override conformity → Vessel (meso): latent organisations, dormant trust networks mobilised fast → Output (macro): the random long tail, high-volume experimentation that unearths unpredictable blockbusters.
Quality is unobservable. We buy signals. So which signals work, on whom, and why?
One table holds the whole lecture. Learn it row by row: signal → receiver → core mechanism → consequence.
| # | Lecture label | The signal | The receiver | The core mechanism | The consequence | Study |
|---|---|---|---|---|---|---|
| 1 | The expert’s dilemma | Award / gallery / review | Corporate expert buyers | Defensive justification | Long-term survival | Kackovic et al. 2020 |
| 2 | The generalist’s trap | Genre specialisation | Casting directors | Crude skill heuristic | Career lock-in | Zuckerman et al. 2003 |
| 3 | Contagion of mere association | Mere association | Hollywood employers | Defensive conformity | Permanent exile | Pontikes, Negro & Rao 2010 |
| 4 | The imbalance of forgiveness | Fading stigma | Modern hirers | Implicit bias | Associate penalty | Negro et al. 2021 |
| 5 | The post-human signal | AIGC tag | TikTok audiences | Perceived effort | Parasocial severance | Carney, Riveros & Tully 2026 |
Simple identity: facilitates valuation, attracts employers; but restricts future identities, sticks you to a category.
Complex identity: flexibility and broad skills; but confuses the audience and can read as failure or lack of skill.
Point signal vs stock of signals: the accumulated stock matters more than the latest signal (smoothing coefficient 0.80).
Direct stigma vs stigma by association: the second is uncontrollable, cheap to acquire, and stickier.
Explicit vs implicit bias: above and below the waterline.
Who chooses, on what grounds, and how do they cope with too much supply and no objective standard?
The selectors are the end consumers. Awards: MTV Movie Awards, People’s Choice.
Selectors and selected belong to the same group. Awards: Academy Awards (Oscars), guild awards.
Neither producers nor consumers: critics, juries. Awards: Golden Globes, critics’ circles.
Competition in selection-system terms: the selected are producers of cultural products; the selectors evaluate quality and thereby determine value. Attribution theory: consumers do not accept a signal at face value, they assess its source. Two levers: source credibility (trustworthiness + expertise) and salience (prominence, level of activation in memory).
| Segment | Hypothesis | Result (box office + screens, 2 and 4 weeks after the award; films 1997–2002) | Why |
|---|---|---|---|
| Mainstream films | Awards from a jury of end consumers work best | Not supported. Market awards have no stronger effect than peer awards (not even the Oscars beat them) | Mainstream films rely on other signals: advertising, number of screens, box office |
| Independent films | Awards from a jury of experts work best | Supported. Expert awards have the greatest effect | Limited marketing budgets raise the importance of winning awards |
Gatekeepers are brokers who mediate between artists and audiences through networks of information sharing and exchange. Search and selection strategies do not reside in one individual; they depend on social context. A network = nodes (actors) joined by ties (collaboration, friendship).
| Strong ties | Weak ties | |
|---|---|---|
| Are | Frequent, emotionally close, reciprocal | Infrequent, low closeness, one-way |
| Give | Trust and support; deep communication; shared norms | New information; broader reach; bridges between communities; autonomy |
| Cost | Redundant information; groupthink; limited reach | Lower trust; less willingness to help; shallow communication |
| Boston nightclub talent buyers | Ties with competing clubs | Ties with bands |
|---|---|---|
| Original music niche novel, uncertain | Strong: dense information- and band-sharing networks | Weak: arm’s length, many different bands |
| Cover / familiar niche predictable | Weak: arm’s length | Strong: close relations with a few bands |
Read it as a rule: the more uncertain the product, the more buyers pool information with each other (network governance); the more predictable, the more they lock in suppliers (relational governance). Sample: 22 talent buyers representing 29 clubs, about 80% of Boston’s live-rock clubs.
Oversupply of producers and products (abundance) → decentralised networks (agents, scouts, friends in the industry)
Uncertainty about quality → trust in transnational networks
No objective quality standards → own expertise
Extreme competition (strife) → accumulating symbolic capital
Gatekeepers hold a boundary-spanning position: they mediate producers and consumers, bridge the creative and managerial branches, and link national and transnational literary fields. Gatekeeping has multiple stages and no single logic; editors are the centres of gatekeeping networks, not bouncers at a door.
| Neo-institutionalism | Field theory (Bourdieu) | |
|---|---|---|
| Sees | Organisational practices; networks of gatekeepers; power distributed across actors | Conflict and status dynamics between competitors |
| Actors want to | Control uncertainty through routines and innovations | Maintain or increase symbolic and cultural capital |
| Key word | Isomorphism | Symbolic capital |
| The catalogue is | A way to find foreign peers “with the same taste”; books are positioned by pointing to publishers abroad with similar catalogues | A presentation of self; reflects the house’s taste and its position in the field; used to assess and classify each other |
Economic (financial, tangible) · Cultural (knowledge, tastes, dispositions) · Social (family, networks, relationships) · Symbolic (qualifications, honours, reputation)
Digital was supposed to remove the gatekeepers and democratise culture. What actually happened?
Myth: disintermediation liberates the creator (Kindle Direct Publishing).
Reality: self-distributed work is lost in a cacophony of infinite stimuli. Successful digital creators crave intermediaries who handle marketing and discovery so they can create (Amanda Hocking signed with a major publisher).
Myth: star ratings democratise taste and remove elitist gatekeepers.
Reality: gamification (paid fake reviews), the lowest common denominator (shallow lay reviews), and the continuing necessity of independent expert critics.
Myth: physical stores are an inefficiency.
Reality: the pure-play trap. Symbolic goods need tangible, atmospheric markers of value, so digital-first brands build physical touchpoints (Net-a-Porter’s packaging and print magazine; Warby Parker and Bonobos showrooms).
Khaire’s cast: creators, producers, intermediaries, consumers. Intermediaries perform introduction, instruction, inclusion, and need independence and expertise. They are more necessary than ever because of (1) the properties of cultural goods, (2) more creators and producers, (3) global goods that need explication. “Commerce needs commentary.” Cultural distance is harder to bridge than physical distance. Online art sales work in the secondary market (Paddle8’s pivot to auctions) but struggle in the primary market, which needs trust and education.
| Passive platforms (the aggregators) | Curated platforms (the gatekeepers) | |
|---|---|---|
| Examples | Spotify, Amazon Books, YouTube | Netflix, HBO |
| Logic | Infinite shelf space; algorithms and crowd ratings direct discovery; global distribution for almost anyone | Strict editorial selection; platform is investor, gatekeeper and distributor; like pre-digital theatrical distribution at a monopolistic global scale |
| Two discovery mechanisms | Information aggregation (crowd ratings: Amazon stars raise consumer surplus over 10× more than New York Times reviews in aggregate, but fake reviews threaten them) and curation / recommendation (lists, playlists, personalisation). | |
| Kingmaking | The Spotify effect: inclusion on a major platform-controlled playlist causes roughly a third of a hit’s total streams. Monopoly risk: self-preferencing when the platform is both marketplace and producer. (Measured bias on New Music Friday ran in favour of indie labels and women.) | |
| New stratification | Middle tail: curated subscription platforms serve dispersed audiences, so modest-budget niche products become viable. Monetisation cliff: works the curated platform does not license earn zero. Reject = fall off a cliff, not “earn less”. | |
| Demand Elberse 2008 | Success Salganik & Watts 2009 | Boundaries Shi 2023 | Supply Benner & Waldfogel 2020 | Reputation Benegal et al. 2026 | |
|---|---|---|---|---|---|
| Pre-digital myth | Niche is profitable | Quality dictates success | Consumers want boundaries | The middle is dead | Status protects experimentation |
| Technological reality | Hits still dominate | Social influence breeds chaos | Gatekeepers force boundaries | The middle tail thrives | Status amplifies AI backlash |
| Strategic implication | Protect blockbuster capital | Optimise for social signals | Blur genres for reach | Invest in digital-first | Hide or heavily curate AI use |
Technology does not inherently democratise creative outcomes. It constantly shifts the locus of control:
1. Physical shelf space (the blockbuster era) → 2. Social contagion (the network era) → 3. Platform gatekeepers (the streaming era) → 4. Algorithmic and authentic attribution (the AI era).
The signal remains the same: in every era, success belongs to those who understand who actually controls the boundaries.
“There’s endless choice, but you’re not listening.” Listeners quitting Spotify describe streaming as passive, utilitarian “using” of music and return to MP3s, CDs, Bandcamp, record shops and friends’ recommendations (the “human algorithm”). Abundance without curation or effort erodes the experience itself.
Does a global market flatten culture into one monoculture, and how does culture actually cross borders?
Cowen 2002: it depends which diversity you mean. Within a society diversity rises (more choice), across societies it falls (places grow alike). Both happen together: creative destruction.
Economist 2022: the monoculture never came; pop culture went multipolar.
Kuipers & de Kloet 2009: for a global blockbuster, nationality barely structures reception. What matters is viewing position and distance from the cultural centre. Banal cosmopolitanism; goodbye to methodological nationalism.
Moran 2008: as formats, a recipe remade locally.
Pathania-Jain 2001: through alliances between global parents and local partners.
Franssen & Kuipers 2013 (block F): through transnational gatekeeping networks.
Khaire 2017 (W1): digitalisation and globalisation reinforce each other. Globalisation mainly creates openings for pioneer entrepreneurs: taking a country’s products abroad (K-pop) or importing conventions of value that make local products newly valuable (modern Indian art via Saffronart).
Franssen & Kuipers 2013 (W6): abundance is a consequence of globalisation; editors cope through transnational networks, which makes national literary fields more alike (isomorphism), even between similarly positioned publishers who cooperate across borders.
Aguiar et al. 2023 (W1): Netflix lets producers from smaller countries reach larger audiences than theatrical distribution did.
Exam questions rarely stay inside one week. These five threads run through several blocks; use them to connect readings in one answer.
| Era / locus of control | Who filters | What gets through | Evidence in the course |
|---|---|---|---|
| Physical shelf space blockbuster era | Studios, labels, publishers, broadcasters (hierarchies); critics | A few hundred films, a few record deals; big bets | O vertical integration, studio as hierarchy · T Aguiar: pre-digital bottlenecks |
| Specialised intermediaries | Genre radio, editors, curators, talent buyers, award juries | What fits a category, a catalogue, a network | F Gemser, Foster, Franssen · S Zuckerman’s casting directors · T Shi’s radio stations |
| Social contagion network era | The crowd: charts, ratings, download counts | Whatever got early momentum (cumulative advantage) | T Salganik & Watts; Khaire’s Yelp paradox; Aguiar’s star ratings |
| Platform gatekeepers streaming era | Spotify playlists, Netflix commissioning, recommendation systems | The playlisted and the licensed; middle tail in, the rest over the monetisation cliff | T Aguiar et al.; Benner & Waldfogel |
| Algorithmic and authentic attribution AI era | Algorithms plus audiences judging human effort and authenticity | Work that reads as genuinely human | S Carney et al. · T Benegal et al. |
Why it never disappears: N. Cultural goods are numerous, experiential and symbolic, so someone must introduce, instruct and include (Khaire). Remove one filter and attention becomes the bottleneck, which calls a new filter into being.
| Where | Exploit (safe, known) | Explore (new, risky) | What tips the balance |
|---|---|---|---|
| O Polarities | Product differentiation within conventions | Market innovation that breaks them | Lampel et al.: balance, never resolve |
| O Investment | Back predictable projects | Many cheap experiments (random long tail) | Falling cost of creation; unpredictability |
| O Teams | Recombine old-timers (O-ring logic, latent organisation) | Newcomers, new combinations | Status (U-shape), hierarchy (U-shape) |
| O Arts | Milk the cash cows (touring repertoire) | Artistic renewal | TDM: lack of renewal is internal turmoil |
| F Gatekeepers | Cover clubs: few trusted bands; editors buy what fits the catalogue | Original clubs: many bands, shared information | Uncertainty of the niche |
| T Genres | Stay inside the genre | Crossover | Who mediates: specialised radio or consumers (Shi) |
| N Quality | Work that meets conventions | Innovation that first looks like low quality | Time and legitimation |
Twelve named paradoxes. If you can explain each in one sentence, you can answer most “explain why…” questions.
| If the question is about… | Reach for | One-line definition | Source |
|---|---|---|---|
| How a firm creates and captures value | Business model (4 boxes) | Interlocking CVP, profit formula, key resources, key processes | Johnson et al. 2008 |
| Surviving a crisis in the arts | Resource categories + dynamic capabilities | Reconfigure human, physical, organisational, financial, reputational resources; protect the intangible | Poisson-de Haro & Montpetit 2012 |
| Tensions in creative firms | Five polarities | Opposing imperatives to be balanced, not solved | Lampel et al. 2000 |
| Value of digitisation | Random long tail | Cheaper creation + unpredictability = hits from ex-ante losers | Waldfogel 2022 |
| Project-based production | Latent organisation; broker | Dormant trusted team made manifest per project | Starkey et al. 2000 |
| Innovation in teams | Exploration/exploitation; middle-status conformity; O-ring | Status and hierarchy relate to exploration in U-shapes | Perretti & Negro 2006 |
| Why signals persuade | Source credibility, salience (attribution theory); defensive justification | Receivers assess the source; agents need defensible choices | Gemser et al. 2008; Kackovic et al. 2020 |
| Careers and categories | Typecasting; categorical imperative; two-stage selection | Fit a category first, be compared second | Zuckerman et al. 2003 |
| Reputational harm | Stigma by mere association; dual-process (explicit/implicit) | Stigma spreads through casual ties and lingers implicitly | Pontikes et al. 2010; Negro et al. 2021 |
| AI and creators | Perceived effort → parasocial connection; authenticity; anthropocentric creativity | Audiences punish missing human effort | Carney et al. 2026; Benegal et al. 2026 |
| Who decides value | Selection system theory | Market, peer or expert selection | Gemser et al. 2008 |
| Gatekeeper behaviour | Three roles; tie strength; network vs relational governance | Brokers embedded in networks | Foster et al. 2011 |
| Why organisations look alike / compete for status | Neo-institutionalism (isomorphism); field theory (capitals) | Routines against uncertainty; struggle over symbolic capital | Franssen & Kuipers 2013 |
| Hits and niches | McPhee’s exposure theory; cumulative advantage; middle tail | Natural monopoly, double jeopardy; rich-get-richer; $100k–$10m | Elberse 2008; Salganik & Watts 2009; Benner & Waldfogel 2020 |
| Genre boundaries | Democratisation of market mediation | Intermediaries, not consumers, enforce boundaries | Shi 2023 |
| Platforms | Passive vs curated; aggregation vs curation; self-preferencing | Platforms make markets and can bias them | Aguiar et al. 2023 |
| Globalisation | Creative destruction; banal cosmopolitanism; formats; value-chain alliances | Within/across diversity; transnational repertoires; local remake of a global recipe | Cowen; Kuipers & de Kloet; Moran; Pathania-Jain |
My recipe, modelled on how the lecturers present every paper (assumption → how it was answered → finding → mechanism → implication). Five moves, in this order.
M More content must mean creators are worse off. E Waldfogel: total independent earnings rose from $16bn to $24bn (1997–2016) while the real average fell from about $30,000 to about $24,000. D A compositional effect: digital distribution costs nothing, so casual creators flood in; the 90th and 50th percentiles are stable and only the 10th collapses. A “long tail in labour”. A Judge the health of a creative labour market by percentiles, not averages; the professional middle is intact. L Waldfogel notes it is not clear how much of the decline is purely compositional; and attention is still a bottleneck (Khaire), so individual new entrants struggle to be found.
M Hire the best individuals on the market. E Starkey et al. on UK television: broadcasters keep commissioning from the same proven teams. D Pure market networks cannot guarantee quality or tacit knowledge; a latent organisation has already climbed a shared learning curve and runs on knowledge and trust. A Reassemble the old group. L Constant reuse of old-timers means exploitation; without some newcomers output stagnates (O-ring logic versus exploration, Perretti & Negro).
M The reliable mid-tier actor is the safe pair of hands. E Perretti & Negro, 6,446 Hollywood films: exploration (newcomers, new combinations) is U-shaped in status. D Middle-status conformity: B protects a precarious rank and pushes towards safe choices; elites (secure) and newcomers (ignorant of the risk) accept exploration. A Choose A or C, not B. A additionally works as a signal to audiences. L The O-ring constraint still applies: every member must clear a quality threshold, so shield the team with a middle-management layer that absorbs the risk.
M Versatility proves talent. E Zuckerman et al.: among 32,141 actors, genre concentration lifts a novice’s chance of work from 16.4% to 21.3%. D Two-stage selection: gatekeepers first screen on category fit, then compare; a diffuse résumé is cut before stage two. A Start focused. L The same identity later locks you in (veterans 38.4% → 33.5% when crossing), so plan the escape once you have standing.
M Our own judgement should be enough. E Kackovic et al.: even professional curators’ purchases track third-party signals for years. D Quality is unobservable, and a third-party signal is a judgement you can defend (defensive justification); credibility and salience of the source make it persuasive (attribution theory, Gemser et al.). A Producers should cultivate credible endorsements over several years. L Which signal works depends on the audience: expert awards for independent films, not for mainstream ones.
She measures User A: a heavy user inside one general catalogue. Three assumptions follow. (1) Single-catalogue / generalist: everyone shops in the same store. (2) Niche as overflow: obscure titles are what heavy users add on top of hits, rather than a niche-first entry into the market (User B). (3) Relative share versus absolute volume: the tail can be a small share of a platform and still a viable business elsewhere. This is exactly the opening Benner & Waldfogel’s middle tail fills.
M Nothing: consumers were the ones demanding clear genres. E Shi: after Billboard’s 2012 chart change, country labels produced more crossovers. D Specialised intermediaries value boundaries more than consumers do; freed from them, generalist labels reorient to broader audiences. A Blur genres for reach when mediation democratises. L Consumer-driven rankings also add noise: Salganik & Watts show social influence raises inequality and unpredictability, so the market gets wider and less predictable at once.
Going fully digital runs into Khaire’s three illusions: cacophony (attention becomes the bottleneck), crowdsourced taste (ratings can be gamed and flatten judgement), and the showroom paradox (ambience and tactile experience construct value for symbolic goods). The new filter is the platform: passive aggregators steer attention through algorithms and playlists, curated platforms decide what gets financed at all. Gatekeepers evolved, they did not evaporate.
Cover the answers. Twenty-four questions, four per block.
1998 / 2003 Rio vs iPod
2008 TDM touring grants cut
3.83 · 8.62 · 12.89 ΔR/ΔC movies, books, TV
0.57 · 0.21 · 0.11 predictability R²
$16bn → $24bn total creator earnings; $30k → $24k average
425k → 850k+ independent creators
25% UK independent quota (1990 Act)
6,446 films, 1929–58
471 artists, 22 collections, 22 years
>3× / >2× gallery / award vs review
3.1 years half-life, 20% decay
32,141 actors; 16.4 → 21.3% novice; 38.4 → 33.5% veteran
31,781 artists, 5,712 films; −13% per associate; 20% actor–writer; 16% vs 11% stars
412,393 artist-years; 292 adults
1,135,817 posts, 8,650 creators; −7 to −8%; N = 3,396
34% of obscure shoppers’ picks are top-decile hits
48 songs; Gini 0.28–0.42 → 0.45–0.56
2012 Billboard chart change
51,097 films; middle tail $100k–$10m; $150m+ blockbusters; 85.5% G/PG/PG-13
383 + 424 participants (AI and reputation)
~⅓ of a hit’s streams from a major playlist; 10× stars vs NYT reviews
1997–2002 award study window
24,747 LotR respondents; 40% → 25% US share of OECD AV imports; 96 / 81 / 73% domestic music India / Egypt / Brazil