To Bundle or Not to Bundle?
How Western European Newspapers
Package Their Online Content
Aleksey Zhmutskiy | Yulia An
Media Economics I
today we'll talk about
Overview of the paper
We’ll summarize some main
points in Bleyen & Van Hove
(2010).
www.ft.com/intl/triplet
today we'll talk about
Critique of the paper
We’ll pose a critique to the
study methods and results
interpretation.
www.ft.com/intl/triplet
today we'll talk about
Overview of the paper
We’ll summarize some main
points in Bleyen & Van Hove
(2010).
www.ft.com/intl/triplet
Overview of the paper
Information goods bundling
Bundling means the way of selling two or more
separate products and/or services together
for a single price that is usually lower than for
each distinct good.
– Adams & Yellen, 1976
Digitalization and cost saving
▼ marginal production cost 	 favor bundling
▼ billing cost 	 favor independent selling
▼ distribution cost 	 favor independent selling
Bundling and price discrimination
Pure
bundling
heterogeneous valuations of separate components
Bakos & Brynjolfsson, 1998; Shapiro & Varian, 1998
Independent
selling
heterogeneous valuations of separate components +
price of articles in a bundle below their marginal cost
Bleyen & Ban Hove, 2010
Mixed
bundling
customers with high WTP for bundle and high
WTP for the components 	 Bleyen & Ban Hove, 2010
Bundling vs
independent
selling
heterogeneous valuations of separate components
Fay & MacKie-Mason, 1999
Overview of the paper
Sample and methods
Binary logic
regression
for separate analysis
of decisions
Multinomial
logic regression
for simultaneous
analysis of decisions
Research question
Why do some newspaper Web sites rely on “traditional”
subscriptions, whereas other sites (also) offer pay-per-view?
Three categories of variables
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
Three categories of variables
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
Price annual print
subscription
Market share
Offer of different bundle
options
Type
(quality – mid-market –
popular)
Three categories of variables
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
Contribution of
advertising to daily
newspapers’ revenues
Advertising expenditure
shares newspapers
Number of broadband
subscribers—DSL
Three categories of variables
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
Average price (annual
print subscription)
Percentage of other
newspapers offering
PPV/ PDF/site
subscription
Market share of
other newspapers
offering PPV/ PDF/site
subscription
Overview of the paper
Results: Binary logic regression
Site subscription | 23 newspapers (28%)
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
–– site and PDF
subscription:
alternatives
–– quality newspapers
more often than the
popular
–– PPV and/or credits-
card option: site
subscription
–– 	high share of
advertising
expenditure on
newspapers: less
probability of site
subscription
–– high number of
newspapers that offer
a site subscription:
probability of site
subscription offer by
the newspaper itself
PDF subscription | 36 newspapers (44%)
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
–– site and PDF
subscription:
alternatives
–– 	high market share:
PDF subscription
–– 	high advertising
expenditure:
PDF subscription
–– 	high number of
DSL broadband
subscribers:
less PDF subscription
–– high market share
of newspapers in
the same segment,
which offer PDF
subscriptions:
individual newspapers
copy this behavior
Pay-per-view | 16 newspapers (20%)
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
–– high print content
price + quality (type):
PPV offer
–– credits-card payment
and PPV options:
complements
–– charged archive:
higher probability to
offer PPV
–– high share of
advertising in the
newspapers’ revenue:
less possibility of PPV
offer
–– high average price
of the annual print
subscription in the
country:
possibility of PPV offer
–– 	high market share,
numbers and
market segment of
competitors with PPV:
possibility of PPV offer
Overview of the paper
Results: Multinomial logic regression
Findings of the multinomial analysis supported the results of
the binomial one.
Newspaper-specific Country-specific
Market-specific
(mimicking behavior)
–– quality newspapers:
site subscription or
PPV offer
–– high price of print
subscription: PPV/
PDF/site subscription
–– high market share:
PDF subscription offer
–– high advertising
expenditure on the
newspapers:
PDF subscription
–– high advertising
expenditure on the
newspapers:
less probability of
site subscription
–– 	multinomial analysis is
not possible
* * *
Concluding remarks
The share of the used online strategies differed
among the countries.
–– PDF and site subscriptions as substitutes
–– credits-card payment and PPV options as
complements
–– striving to balance between loyal subscribers and
occasional visitors
–– striving to use offline revenue model in the Internet
(PDF subscription)
Concluding remarks
The share of the used online strategies differed
among the countries.
–– quality newspapers: site subscription or PPV offer
–– popular newspapers: free
–– mimicking behavior was proved, in particular for
PDF subscription and PPV offer.
today we'll talk about
Critique of the paper
We’ll pose a critique to the
study methods and results
interpretation.
www.ft.com/intl/triplet
Critique of the paper
Bundling as a strategy tool
Pure bundling
Mixed bundling
Independent selling
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Print subscription
Print sub + single copy
Single copy sales
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Print subscription
Print sub + single copy
Single copy sales
Pure bundling
Mixed bundling
Independent selling
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Print subscription
Print sub + single copy
Single copy sales
Pure bundling
Mixed bundling
Independent selling
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Print subscription
Print sub + single copy
Single copy sales
Pure bundling
Mixed bundling
Independent selling
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Print subscription
Print sub + single copy
Single copy sales
Print subscription
Print sub + single copy
Single copy sales
Pure bundling
Mixed bundling
Independent selling
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Meta-bundling
Print subscription
Print sub + single copy
Single copy sales
Pure bundling
Mixed bundling
Independent selling
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Meta-bundling
Bleyen & Van Hove (2007)
Print subscription
Print sub + single copy
Single copy sales
Pure bundling
Mixed bundling
Independent selling
Online Offline
Advertisers
Readers
Pure bundling
Mixed bundling
Independent selling
Online subscription
Online sub + PPV
Pay-per-view (PPV)
Hybrid bundling
Gao (2009)
X
Extreme differentiation A
-1
Extreme differentiation B
10
Advertisers Readers
Decrease
subscription fee
Anderson & Gabszewicz, 2006; Seamans & Zhu, 2014; Peitz & Valetti,
2005; Anderson & Coate, 2005; Mullainathan & Shleifer, 2005
Advertisers Readers
X
Extreme differentiation A
-1
Extreme differentiation B
10
Increase
subscription fee
Anderson & Gabszewicz, 2006; Seamans & Zhu, 2014; Peitz & Valetti,
2005; Anderson & Coate, 2005; Mullainathan & Shleifer, 2005
X
Extreme differentiation A
-1
Extreme differentiation B
10
Advertisers Readers
More likely: PDF subscription
Advertisers Readers
X
Extreme differentiation A
-1
Extreme differentiation B
10
More likely: Site subscription
Mimicking behavior
may be mistaken by natural market forces
and reflect the balance between advertising
revenues and content monetization.
* * *
Mimicking behavior
may be mistaken by natural market forces
and reflect the balance between advertising
revenues and content monetization.
PDF subscription
total # of newspapers
* * *
Mimicking behavior
may be mistaken by natural market forces
and reflect the balance between advertising
revenues and content monetization.
Pay-per-view
same type newspapers
* * *
to recap, we talked about
Overview of the paper
We discussed main results of
Bleyen & Van Hove.
www.ft.com/intl/triplet
to recap, we talked about
Critique of the paper
We posed a critique to their
study methods and discussed
bundling as a strategy tool.
www.ft.com/intl/triplet
Adams, W.J., & Yellen, J.L. (1976). Commodity bundling and the burden of monopoly. Quarterly Journal of
Economics, 90(3), 475-498.
Anderson, S.P., & Coate, S. (2005). Market provision of broadcasting: A welfare analysis. Review of Economic Studies
72(4), 947–972.
Anderson, S.P., & Gabszewicz, J.J. (2006). The media and advertising: A tale of two-sided markets. In V. Ginsburgh &
D. Throsby (Eds.), Handbook of the Economics of Art and Culture (pp. 567-614). Amsterdam: Elsevier.
Bakos, Y., & Brynjolfsson, E. (1999). Bundling information goods: Pricing, profits and efficiency. Management Science,
45, 1613–1630.
Bleyen, V., & Van Hove, L. (2007). Western European newspapers and their online revenue models: An overview. First
Monday, 12(12). Retrieved from http://ssrn.com/abstract=1077545.
Bleyen, V., & Van Hove, L. (2010). To bundle or not to bundle? How Western European newspapers package their
online content. Journal of Media Economics, 23, 117-142.
Fay, S., & MacKie-Mason, J. (1999). Competition between firms that bundle information goods. In I. Vogelsand and B.
M. Compaine (Eds.), Upheaval–The Internet. Proceedings of the 27th annual Telecom Policy research conference
(pp. 277–308). Alexandria, VA.
Gao, M. (2009). When to allow buyers to sell? Bundling in mixed two-sided markets. Unpublished manuscript.
Retrieved from http://phd.london.edu/mgao/assets/documents/Ming_Gao_JM_Paper.pdf.
Mullainathan, S., & Shleifer, A. (2005). The Market for News. American Economic Review, 95(4), 1031-1053.
Peitz, M., & Valletti, T. (2005). Content and advertising in the media: Pay-tv versus free-to-air. Mimeo. Imperial
College, London. CEPR Working Paper #4771.
Seamans, R., & Zhu, F. (2014). Responses to entry in multi-sided markets: The impact of Craigslist on local
newspapers. Management Science, 60(2), 476-493.
Shapiro, C., & Varian, H. (1998). Information rules: A strategic guide to the network economy. Boston: Harvard
References
It's time for your questions!
Photo credits: Le Monde.fr | FT.com | www.bigdogsatellite.com/free-tablet.php

Economics of bundling newspapers' online content

  • 1.
    To Bundle orNot to Bundle? How Western European Newspapers Package Their Online Content Aleksey Zhmutskiy | Yulia An Media Economics I
  • 2.
    today we'll talkabout Overview of the paper We’ll summarize some main points in Bleyen & Van Hove (2010). www.ft.com/intl/triplet
  • 3.
    today we'll talkabout Critique of the paper We’ll pose a critique to the study methods and results interpretation. www.ft.com/intl/triplet
  • 4.
    today we'll talkabout Overview of the paper We’ll summarize some main points in Bleyen & Van Hove (2010). www.ft.com/intl/triplet
  • 5.
    Overview of thepaper Information goods bundling
  • 6.
    Bundling means theway of selling two or more separate products and/or services together for a single price that is usually lower than for each distinct good. – Adams & Yellen, 1976
  • 7.
    Digitalization and costsaving ▼ marginal production cost favor bundling ▼ billing cost favor independent selling ▼ distribution cost favor independent selling
  • 8.
    Bundling and pricediscrimination Pure bundling heterogeneous valuations of separate components Bakos & Brynjolfsson, 1998; Shapiro & Varian, 1998 Independent selling heterogeneous valuations of separate components + price of articles in a bundle below their marginal cost Bleyen & Ban Hove, 2010 Mixed bundling customers with high WTP for bundle and high WTP for the components Bleyen & Ban Hove, 2010 Bundling vs independent selling heterogeneous valuations of separate components Fay & MacKie-Mason, 1999
  • 9.
    Overview of thepaper Sample and methods
  • 10.
    Binary logic regression for separateanalysis of decisions Multinomial logic regression for simultaneous analysis of decisions Research question Why do some newspaper Web sites rely on “traditional” subscriptions, whereas other sites (also) offer pay-per-view?
  • 11.
    Three categories ofvariables Newspaper-specific Country-specific Market-specific (mimicking behavior)
  • 12.
    Three categories ofvariables Newspaper-specific Country-specific Market-specific (mimicking behavior) Price annual print subscription Market share Offer of different bundle options Type (quality – mid-market – popular)
  • 13.
    Three categories ofvariables Newspaper-specific Country-specific Market-specific (mimicking behavior) Contribution of advertising to daily newspapers’ revenues Advertising expenditure shares newspapers Number of broadband subscribers—DSL
  • 14.
    Three categories ofvariables Newspaper-specific Country-specific Market-specific (mimicking behavior) Average price (annual print subscription) Percentage of other newspapers offering PPV/ PDF/site subscription Market share of other newspapers offering PPV/ PDF/site subscription
  • 15.
    Overview of thepaper Results: Binary logic regression
  • 16.
    Site subscription |23 newspapers (28%) Newspaper-specific Country-specific Market-specific (mimicking behavior) –– site and PDF subscription: alternatives –– quality newspapers more often than the popular –– PPV and/or credits- card option: site subscription –– high share of advertising expenditure on newspapers: less probability of site subscription –– high number of newspapers that offer a site subscription: probability of site subscription offer by the newspaper itself
  • 17.
    PDF subscription |36 newspapers (44%) Newspaper-specific Country-specific Market-specific (mimicking behavior) –– site and PDF subscription: alternatives –– high market share: PDF subscription –– high advertising expenditure: PDF subscription –– high number of DSL broadband subscribers: less PDF subscription –– high market share of newspapers in the same segment, which offer PDF subscriptions: individual newspapers copy this behavior
  • 18.
    Pay-per-view | 16newspapers (20%) Newspaper-specific Country-specific Market-specific (mimicking behavior) –– high print content price + quality (type): PPV offer –– credits-card payment and PPV options: complements –– charged archive: higher probability to offer PPV –– high share of advertising in the newspapers’ revenue: less possibility of PPV offer –– high average price of the annual print subscription in the country: possibility of PPV offer –– high market share, numbers and market segment of competitors with PPV: possibility of PPV offer
  • 19.
    Overview of thepaper Results: Multinomial logic regression
  • 20.
    Findings of themultinomial analysis supported the results of the binomial one. Newspaper-specific Country-specific Market-specific (mimicking behavior) –– quality newspapers: site subscription or PPV offer –– high price of print subscription: PPV/ PDF/site subscription –– high market share: PDF subscription offer –– high advertising expenditure on the newspapers: PDF subscription –– high advertising expenditure on the newspapers: less probability of site subscription –– multinomial analysis is not possible * * *
  • 21.
    Concluding remarks The shareof the used online strategies differed among the countries. –– PDF and site subscriptions as substitutes –– credits-card payment and PPV options as complements –– striving to balance between loyal subscribers and occasional visitors –– striving to use offline revenue model in the Internet (PDF subscription)
  • 22.
    Concluding remarks The shareof the used online strategies differed among the countries. –– quality newspapers: site subscription or PPV offer –– popular newspapers: free –– mimicking behavior was proved, in particular for PDF subscription and PPV offer.
  • 23.
    today we'll talkabout Critique of the paper We’ll pose a critique to the study methods and results interpretation. www.ft.com/intl/triplet
  • 24.
    Critique of thepaper Bundling as a strategy tool
  • 25.
    Pure bundling Mixed bundling Independentselling Online Offline Advertisers Readers Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Print subscription Print sub + single copy Single copy sales
  • 26.
    Online Offline Advertisers Readers Pure bundling Mixedbundling Independent selling Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Print subscription Print sub + single copy Single copy sales
  • 27.
    Pure bundling Mixed bundling Independentselling Online Offline Advertisers Readers Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Print subscription Print sub + single copy Single copy sales
  • 28.
    Pure bundling Mixed bundling Independentselling Online Offline Advertisers Readers Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Print subscription Print sub + single copy Single copy sales
  • 29.
    Pure bundling Mixed bundling Independentselling Online Offline Advertisers Readers Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Print subscription Print sub + single copy Single copy sales
  • 30.
    Print subscription Print sub+ single copy Single copy sales Pure bundling Mixed bundling Independent selling Online Offline Advertisers Readers Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Meta-bundling
  • 31.
    Print subscription Print sub+ single copy Single copy sales Pure bundling Mixed bundling Independent selling Online Offline Advertisers Readers Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Meta-bundling Bleyen & Van Hove (2007)
  • 32.
    Print subscription Print sub+ single copy Single copy sales Pure bundling Mixed bundling Independent selling Online Offline Advertisers Readers Pure bundling Mixed bundling Independent selling Online subscription Online sub + PPV Pay-per-view (PPV) Hybrid bundling Gao (2009)
  • 33.
    X Extreme differentiation A -1 Extremedifferentiation B 10 Advertisers Readers Decrease subscription fee Anderson & Gabszewicz, 2006; Seamans & Zhu, 2014; Peitz & Valetti, 2005; Anderson & Coate, 2005; Mullainathan & Shleifer, 2005
  • 34.
    Advertisers Readers X Extreme differentiationA -1 Extreme differentiation B 10 Increase subscription fee Anderson & Gabszewicz, 2006; Seamans & Zhu, 2014; Peitz & Valetti, 2005; Anderson & Coate, 2005; Mullainathan & Shleifer, 2005
  • 35.
    X Extreme differentiation A -1 Extremedifferentiation B 10 Advertisers Readers More likely: PDF subscription
  • 36.
    Advertisers Readers X Extreme differentiationA -1 Extreme differentiation B 10 More likely: Site subscription
  • 37.
    Mimicking behavior may bemistaken by natural market forces and reflect the balance between advertising revenues and content monetization. * * *
  • 38.
    Mimicking behavior may bemistaken by natural market forces and reflect the balance between advertising revenues and content monetization. PDF subscription total # of newspapers * * *
  • 39.
    Mimicking behavior may bemistaken by natural market forces and reflect the balance between advertising revenues and content monetization. Pay-per-view same type newspapers * * *
  • 40.
    to recap, wetalked about Overview of the paper We discussed main results of Bleyen & Van Hove. www.ft.com/intl/triplet
  • 41.
    to recap, wetalked about Critique of the paper We posed a critique to their study methods and discussed bundling as a strategy tool. www.ft.com/intl/triplet
  • 42.
    Adams, W.J., &Yellen, J.L. (1976). Commodity bundling and the burden of monopoly. Quarterly Journal of Economics, 90(3), 475-498. Anderson, S.P., & Coate, S. (2005). Market provision of broadcasting: A welfare analysis. Review of Economic Studies 72(4), 947–972. Anderson, S.P., & Gabszewicz, J.J. (2006). The media and advertising: A tale of two-sided markets. In V. Ginsburgh & D. Throsby (Eds.), Handbook of the Economics of Art and Culture (pp. 567-614). Amsterdam: Elsevier. Bakos, Y., & Brynjolfsson, E. (1999). Bundling information goods: Pricing, profits and efficiency. Management Science, 45, 1613–1630. Bleyen, V., & Van Hove, L. (2007). Western European newspapers and their online revenue models: An overview. First Monday, 12(12). Retrieved from http://ssrn.com/abstract=1077545. Bleyen, V., & Van Hove, L. (2010). To bundle or not to bundle? How Western European newspapers package their online content. Journal of Media Economics, 23, 117-142. Fay, S., & MacKie-Mason, J. (1999). Competition between firms that bundle information goods. In I. Vogelsand and B. M. Compaine (Eds.), Upheaval–The Internet. Proceedings of the 27th annual Telecom Policy research conference (pp. 277–308). Alexandria, VA. Gao, M. (2009). When to allow buyers to sell? Bundling in mixed two-sided markets. Unpublished manuscript. Retrieved from http://phd.london.edu/mgao/assets/documents/Ming_Gao_JM_Paper.pdf. Mullainathan, S., & Shleifer, A. (2005). The Market for News. American Economic Review, 95(4), 1031-1053. Peitz, M., & Valletti, T. (2005). Content and advertising in the media: Pay-tv versus free-to-air. Mimeo. Imperial College, London. CEPR Working Paper #4771. Seamans, R., & Zhu, F. (2014). Responses to entry in multi-sided markets: The impact of Craigslist on local newspapers. Management Science, 60(2), 476-493. Shapiro, C., & Varian, H. (1998). Information rules: A strategic guide to the network economy. Boston: Harvard References It's time for your questions! Photo credits: Le Monde.fr | FT.com | www.bigdogsatellite.com/free-tablet.php