Audience value, the attention economy, and why organisations pour resources into knowing who is watching.
Unit D: Why does it matter?
By the end of today
What you will walk out knowing
01
Articulate why audiences are monitored
Explain the economic logic that makes knowing your audience a business necessity, not an optional exercise, across news, OTT, games, music, and creator sectors.
Reveal
02
Explain attention as a scarce resource
Apply the attention economy framework: attention is bounded, contested, and unequally distributed. Describe what this means for how media firms compete and how they measure success.
Reveal
03
Explain the dual product market as audience concept
Use Picard and Smythe to explain the two markets most media firms operate in simultaneously, and articulate the audience's dual role as receiver and commodity.
Reveal
04
Evaluate audience value critically
Distinguish monitoring as care from monitoring as control, and assess what is lost and gained when audience relationships are translated into metrics.
Reveal
Every media organisation monitors its audience. But what is it actually trying to know, and who benefits when it finds out?
Today we answer the syllabus's third question head-on: why research and monitor at all? The answer is economic, strategic, and critical.
The foundational logic
Attention is the scarce resource
Bounded by physics: no one has more than 24 hours in a day. The total attention pool grows only as population grows, slowly.
Unequally distributed: some people spend five hours daily on platforms; others barely one. Heavy users are disproportionately valuable to advertisers and platforms alike.
Increasingly contested: the number of media competitors has grown faster than the pool. Every new platform, channel, or creator competes for the same finite waking hours.
The strategic implication: any media firm that cannot explain whose attention it holds, for how long, and against what alternatives, does not understand its own competitive position.
In Bangladesh: urban under-30s spend four to five hours daily on video and social platforms. That pool is what every Hoichoi, Chorki, YouTube, and Facebook post competes for simultaneously.
Click to trace the flow
Click to trace the flow
The audience sold twice
Picard's dual product market in action. Click each node to see what happens at that stage.
🎬
Organisation creates content
➔
👥
Audience consumes content
➔
📊
Audience is measured
➔
💵
Audience sold to advertiser
Smythe (1977) · Audience Commodity (2012)
What monitoring extracts
Smythe's original thesis
Audience as labour
Commercial media produce audiences as commodities for sale to advertisers. Content is the free lunch: bait that attracts audiences and holds them in a receptive state. The audience's watching time is what is actually sold.
Audience "power" is what broadcasters rent to advertisers
Watching is work: unacknowledged, uncompensated
The free lunch conceals the real economic transaction
The digital extension
Monitoring as extraction
On digital platforms, monitoring is not just measurement. It is the process by which the audience commodity is produced, refined, and sold in real time.
Every click, scroll, and pause is logged and monetised
Location-based mobile data makes targeting even more precise
The audience is now a statistical abstraction bid for in milliseconds
Monitoring is not optional: without it, there is nothing to sell
Five economic reasons
Why organisations monitor their audiences
01
To price advertising
Without verified audience size and composition, advertisers have no basis for paying. Monitoring is what makes the audience sellable. No measurement = no advertising market.
Reveal
02
To reduce churn
A subscriber organisation that cannot identify who is at risk of cancelling cannot act to retain them. Churn prediction depends entirely on behavioural monitoring data.
Reveal
03
To commission content
Recommendation data, completion rates, and genre performance data tell OTT platforms what to commission next. Monitoring drives the content investment decision.
Reveal
04
To grow the audience
Identifying which acquisition channels bring the most valuable audiences requires monitoring what those audiences do after arrival. Growth without retention data is waste.
Reveal
05
To build advertiser cases
Advertisers want not just reach but proof: did the audience see the ad, did they click, did they buy? Monitoring produces the attribution data that justifies the advertising spend.
Reveal
06
To survive platform dependency
Monitoring owned audience data is the strategic hedge against algorithmic platform risk. First-party data is what organisations keep when the algorithm changes.
Reveal
The vocabulary of audience value
Key metrics and what they actually measure
CPM (Cost Per Mille): the price an advertiser pays per 1,000 impressions. The foundational currency of the advertising market. High CPM audiences are either large, wealthy, or hard to reach elsewhere.
ARPU (Average Revenue Per User): total revenue divided by subscriber count per period. The core unit-economics measure for subscription businesses. A Bangladeshi OTT subscriber generates dramatically lower ARPU than a US subscriber.
Churn: the percentage of subscribers who cancel in a given period. A subscription business with high churn is losing its audience faster than it acquires it. Monitoring enables churn prediction and early intervention.
LTV (Lifetime Value): ARPU divided by churn rate, roughly. The total revenue a subscriber is expected to generate before cancelling. The metric that justifies customer acquisition spend.
Engagement rate: interactions relative to reach. High engagement at low reach often signals a more loyal audience than high reach at low engagement.
Sector tour
Why each sector monitors
The economic logic of monitoring is the same across all sectors: you cannot sell what you cannot measure, and you cannot improve what you cannot see.
01
News: engagement as editorial proof
A Bangladeshi news outlet monitors engagement not just for advertising rate-setting but to demonstrate to editors that certain coverage types justify their resource cost. Low engagement on an investigative piece opens a conversation about whether reach or depth is the right metric for that story.
Reveal
02
OTT: retention as survival
Chorki and Hoichoi monitor every viewing session because churn is existential. A drama that peaks in episode 3 and drops 40% of viewers by episode 5 is a commissioning failure. Only monitoring reveals this pattern before the season is over.
Reveal
03
Games: session data as product roadmap
PUBG Mobile Bangladesh monitors session length, stage completion rates, and where players quit the game. This data is the primary input into game balance decisions. Monitoring is not separate from the product: it is how the product improves.
Reveal
04
Music: skip rates as creative signal
Bangla artists on Spotify track skip rate per song within the first 30 seconds. This is a real-time test of the opening hook. Artists who monitor this data iterate their production style faster than those who do not.
Reveal
What-if slider
What-if slider
Audience size and engagement: how value changes
Adjust audience size and engagement rate to see how estimated monthly advertising value shifts. Values are illustrative for a Bangladeshi digital publisher.
Monthly audience (thousands)500k
Avg engagement rate (%)5%
CPM (Taka per 1,000 impressions)60 TK
Estimated monthly advertising value
180,000 TK
Based on audience size, engagement multiplier, and CPM rate
Critical perspective
Monitoring as care and as control
The care argument: organisations that know their audiences can serve them better. An OTT that knows which users are at risk of churning can proactively offer them relevant content before they cancel. Monitoring enables responsiveness.
The control argument: monitoring produces audience commodities. Real-time bidding systems auction access to individual users in under a second. The user has no knowledge of this transaction, no share of the revenue, and no meaningful consent.
The Smythe tension: the audience imagines itself as the customer of the content. The economic reality is that the audience is the product being sold to the advertiser. Monitoring is what converts human attention into the sellable commodity.
The practitioner question: which audiences benefit from the monitoring your organisation does, and which audiences bear a cost they do not know about?
Stance spectrum
Stance spectrum
Monitoring audiences is an act of care.
Strongly agreeStrongly disagree
Drag the slider to take a position
Knowledge check
Knowledge check
According to Picard's dual product market, what is the second product that most commercial media firms sell?
B. Picard's dual product market identifies two simultaneous markets: content sold to audiences (Product 1) and audiences sold to advertisers (Product 2). The audience's attention, made measurable through monitoring, is the commodity in the second market.
Smythe argued that watching commercial media is a form of unpaid labour, because audiences produce the attention commodity that broadcasters sell to advertisers.True. Smythe called this "audience power" and argued that watching time is sold by broadcasters to advertisers in a transaction that audiences are not party to and do not profit from.
Churn rate and ARPU are metrics primarily used by advertisers to evaluate campaign performance, not by subscription businesses to manage audience relationships.False. Churn and ARPU are subscription business metrics used internally by organisations like Chorki and Hoichoi to measure subscriber retention and revenue per user.
Your turn · 15–20 min
Activity: Why They Watch You
Step 1
Choose your organisation
Pick the Bangladeshi organisation from your case study. Identify whether it is primarily in the advertising market, the subscription market, or both simultaneously.
Step 2
Map the monitoring logic
For your chosen organisation, identify what they gain from monitoring their audience: which market does it serve, what metric matters most, and what would break if they stopped monitoring?
Step 3
Name the most valuable thing
Identify the single most valuable piece of audience knowledge your organisation could have, and explain why it is more valuable than the metrics they probably already track.
Today in five lines
Recap
01Attention is the underlying scarce resource. Content is abundant; waking hours are not. Every media firm competes for a share of the same finite pool.
02Picard's dual product market: media firms sell audiences to advertisers as well as content to audiences. Monitoring is what makes the audience sellable.
03Smythe: watching is unpaid labour. The free lunch of content produces the attention commodity sold in the second market.
04Key metrics (CPM, ARPU, churn, LTV) are translations of audience relationships into economic terms that organisations can act on.
05Monitoring is simultaneously care and control: it enables better service and enables extraction. Both are real.
Next class: Engaging and Growing. Knowing the audience is step one. Building a durable, trusting relationship with them is the goal.
Digital Audience · Lecture 13
You cannot sell what you cannot measure.
This week’s reading
Reading list
PrimaryMcGuigan & Manzerolle (eds.) — Ch. 10, “The Institutionally Effective Audience in Flux” (Philip M. Napoli)
SupplementaryNightingale (ed.) — Ch. 10, “The Necessary Future of the Audience… and How to Research It” (Nick Couldry)