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Trading minutes for minutes? 
Thoughts and remarks on a paper by Matthew Gentzkow (2014) 
« Trading dollars for dollars: the price of attention online and 
offline » AEA papers and proceedings, vol. 104 n°5
Based on « Trading dollars for dollars » 
« the price of attention in 
traditional media has fallen as the 
Internet has made advertising markets 
increasingly competitive » 
« the price of attention for similar 
consumers is actually higher online 
than offline» 
Source: Matthew Gentzkow “Trading Dollars for Dollars: The Price of Attention Online and Offline” 
in American Economic Review Papers and Proceedings. 104 (5). May 2014. pp,481-488. 
http://faculty.chicagobooth.edu/matthew.gentzkow/research/DollarsForDollars.pdf
The so-called « price of attention » 
Media Minutes per person per day Advertising revenue per hour 
2008 2012 Evolution 2008 2012 Evolution 
Newspapers 
Print 9.54 8.24 -14% $ 2.78 $ 1.57 -44% 
Online 0.63 0.54 -14% $ 3.79 $ 4.24 12% 
Internet 26.12 37.17 42% $ 0.68 $ 0.68 0% 
Magazines 3.95 3.64 -8% $ 2.58 $ 2.07 -20% 
Television 205.4 209.8 2% $ 0.27 $ 0.26 -4% 
Source: Matthew Gentzkow « Trading dollars for dollars: the price of attention online 
and offline » p.485 
« Minutes per person per day is for American adults 18 and older. Advertising revenue per hour is total amount 
advertising revenue divided by total annual minutes in 2012 dollars »
Not a bit dangerous ?
Dubious assumptions 
Empirical evidence that ½ of concurrent 
minutes is the right way when 
multitasking does increase? 
« Average minutes per day as 
minutes of exclusive use 
plus half ‘for simplicity’ of minutes concurrent with other activities » 
Validation ? 
«For print newspapers and magazines […] implicitly fixing reading 
time per copy at the 2008 value » 
Above all: 
is exclusive media usage 
synonymous with attention ?
Ad absorption after 30 minutes of 
controlled, exclusive use of media 
% of ads correctly recalled vs ads exposed in two 
14% 
30% 
40% 
37% 
75% 
75% 
Television 
Television 
Newspapers 
Magazines 
Internet 
Internet 
separate (US & BE) experiments 
More on: http://www.slideshare.net/Bernard_Cools/30minutesfor-slideshare
Minutes for minutes does not work ! 
% of ads correctly recalled vs ads exposed in two 
14% 
30% 
40% 
37% 
Television 
Television 
Newspapers 
Magazines 
Internet 
More on: http://www.slideshare.net/Bernard_Cools/30minutesfor-slideshare 
75% 
75% 
Internet 
separate (US & BE) experiments
Nevertheless « Trading dollars for dollars » tells 
a lot on media consumption 
& advertising investments
What the data do tell us on media usage 
Actually change in circulation * 
Media Minutes per person per day Advertising revenue per hour 
2008 2012 Evolution 2008 2012 Evolution 
Similar evolution 
Newspapers 
Print 9.54 8.24 -14% $ 2.78 $ 1.57 -44% 
Online 0.63 0.54 -14% $ 3.79 $ 4.24 12% 
Internet 26.12 37.17 42% $ 0.68 $ 0.68 0% 
Magazines 3.95 3.64 -8% $ 2.58 $ 2.07 -20% 
Television 205.4 209.8 2% $ 0.27 $ 0.26 -4% 
Online newspapers evolution 
different from Web in general ! 
Change in circulation * 
In spite of a heavy increase of 
Web exclusive usage *, 
consumption relatively stable 
+6% cumulated time spent 
Source: Matthew Gentzkow « Trading dollars for dollars: the price of attention online 
and offline » p.485 
« Minutes per person per day is for American adults 18 and older. 
* See above
What the data do tell us on ad invest 
Media Minutes per person per day Advertising revenue per hour 
Reports of decrease: ad 
2008 2012 Evolution 2008 2012 Evolution 
market overreacts 
Newspapers 
Print Losses 9.54 in paper ad 8.24 revenue 
-14% $ 2.78 $ 1.57 -44% 
Online not balanced 0.63 by online 0.54 gains 
-14% $ 3.79 $ 4.24 12% 
Internet 26.12 37.17 42% $ 0.68 $ 0.68 0% 
Magazines 3.95 3.64 -8% $ 2.58 $ 2.07 -20% 
Television 205.4 209.8 2% $ 0.27 $ 0.26 -4% 
Seems the overall media 
allocation remains unchanged 
or decreases globally 
>40% up in 4-5 years ! 
Source: Matthew Gentzkow « Trading dollars for dollars: the price of attention online 
and offline » p.485 
« Minutes per person per day is for American adults 18 and older. Advertising revenue per hour is total amount 
advertising revenue divided by total annual minutes in 2012 dollars »
Contradictory to Gentzkow’s statements: 
one minute of media use ≠ one minute of 
another media use 
when it comes to attention 
It seems the ad market (not only US…) flows into 
Internet, forgetting the confirmed marketing 
attractiveness of « old media », especially print 
In times of recession, overall media investment 
does not grow, only the media shares change 

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Trading Minutes Attention Media Consumption Advertising Investments

  • 1. Trading minutes for minutes? Thoughts and remarks on a paper by Matthew Gentzkow (2014) « Trading dollars for dollars: the price of attention online and offline » AEA papers and proceedings, vol. 104 n°5
  • 2. Based on « Trading dollars for dollars » « the price of attention in traditional media has fallen as the Internet has made advertising markets increasingly competitive » « the price of attention for similar consumers is actually higher online than offline» Source: Matthew Gentzkow “Trading Dollars for Dollars: The Price of Attention Online and Offline” in American Economic Review Papers and Proceedings. 104 (5). May 2014. pp,481-488. http://faculty.chicagobooth.edu/matthew.gentzkow/research/DollarsForDollars.pdf
  • 3. The so-called « price of attention » Media Minutes per person per day Advertising revenue per hour 2008 2012 Evolution 2008 2012 Evolution Newspapers Print 9.54 8.24 -14% $ 2.78 $ 1.57 -44% Online 0.63 0.54 -14% $ 3.79 $ 4.24 12% Internet 26.12 37.17 42% $ 0.68 $ 0.68 0% Magazines 3.95 3.64 -8% $ 2.58 $ 2.07 -20% Television 205.4 209.8 2% $ 0.27 $ 0.26 -4% Source: Matthew Gentzkow « Trading dollars for dollars: the price of attention online and offline » p.485 « Minutes per person per day is for American adults 18 and older. Advertising revenue per hour is total amount advertising revenue divided by total annual minutes in 2012 dollars »
  • 4. Not a bit dangerous ?
  • 5. Dubious assumptions Empirical evidence that ½ of concurrent minutes is the right way when multitasking does increase? « Average minutes per day as minutes of exclusive use plus half ‘for simplicity’ of minutes concurrent with other activities » Validation ? «For print newspapers and magazines […] implicitly fixing reading time per copy at the 2008 value » Above all: is exclusive media usage synonymous with attention ?
  • 6. Ad absorption after 30 minutes of controlled, exclusive use of media % of ads correctly recalled vs ads exposed in two 14% 30% 40% 37% 75% 75% Television Television Newspapers Magazines Internet Internet separate (US & BE) experiments More on: http://www.slideshare.net/Bernard_Cools/30minutesfor-slideshare
  • 7. Minutes for minutes does not work ! % of ads correctly recalled vs ads exposed in two 14% 30% 40% 37% Television Television Newspapers Magazines Internet More on: http://www.slideshare.net/Bernard_Cools/30minutesfor-slideshare 75% 75% Internet separate (US & BE) experiments
  • 8. Nevertheless « Trading dollars for dollars » tells a lot on media consumption & advertising investments
  • 9. What the data do tell us on media usage Actually change in circulation * Media Minutes per person per day Advertising revenue per hour 2008 2012 Evolution 2008 2012 Evolution Similar evolution Newspapers Print 9.54 8.24 -14% $ 2.78 $ 1.57 -44% Online 0.63 0.54 -14% $ 3.79 $ 4.24 12% Internet 26.12 37.17 42% $ 0.68 $ 0.68 0% Magazines 3.95 3.64 -8% $ 2.58 $ 2.07 -20% Television 205.4 209.8 2% $ 0.27 $ 0.26 -4% Online newspapers evolution different from Web in general ! Change in circulation * In spite of a heavy increase of Web exclusive usage *, consumption relatively stable +6% cumulated time spent Source: Matthew Gentzkow « Trading dollars for dollars: the price of attention online and offline » p.485 « Minutes per person per day is for American adults 18 and older. * See above
  • 10. What the data do tell us on ad invest Media Minutes per person per day Advertising revenue per hour Reports of decrease: ad 2008 2012 Evolution 2008 2012 Evolution market overreacts Newspapers Print Losses 9.54 in paper ad 8.24 revenue -14% $ 2.78 $ 1.57 -44% Online not balanced 0.63 by online 0.54 gains -14% $ 3.79 $ 4.24 12% Internet 26.12 37.17 42% $ 0.68 $ 0.68 0% Magazines 3.95 3.64 -8% $ 2.58 $ 2.07 -20% Television 205.4 209.8 2% $ 0.27 $ 0.26 -4% Seems the overall media allocation remains unchanged or decreases globally >40% up in 4-5 years ! Source: Matthew Gentzkow « Trading dollars for dollars: the price of attention online and offline » p.485 « Minutes per person per day is for American adults 18 and older. Advertising revenue per hour is total amount advertising revenue divided by total annual minutes in 2012 dollars »
  • 11. Contradictory to Gentzkow’s statements: one minute of media use ≠ one minute of another media use when it comes to attention It seems the ad market (not only US…) flows into Internet, forgetting the confirmed marketing attractiveness of « old media », especially print In times of recession, overall media investment does not grow, only the media shares change 