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Contents
2017 2018 20192016 2020
Spanish General Election
26 June
Brexit Referendum
23 June
US Presidential Election
8 November
French Presidential
Election
7 May
UK General
Election
8 June
German Federal
Election
24 September
Spanish General Election
28 Abril
Spanish
General Election
10 November
India Elections
29 May
Total Population
Questions
Do audiences of
specific media
outlets also consume
other news sources?
Is there evidence of
self-selection in how
audiences navigate the
rest of the news media
environment?
Is there evidence of
audience
fragmentation
online?
• The Internet fosters the end of the mass audiences and the unlimited
audience fragmentation (Pariser, 2011; Sunstein, 2009; Turow, 1998).
• Fragmentation of media providers does have the effect of
fragmenting the audiences (Napoli, 2008).
• The sheer number of news sources available on the web does not
determine the extend of the audience fragmentation (Ksiazek, 2011;
Ksiazek & Webster, 2012; Fletcher & Nielsen, 2017; Mukeerje et al.
2018).
News Supply
Audience Behavior
News Media Ecosystem
Why does news
audience
fragmentation matter?
• Online audience fragmentation has negative effects on citizens
involvement on public debate and the extend citizens share public
concerns (Chaffee & Metzger, 2001). Ultimately it can affect political
polarization.
• Audience fragmentation is related to limited exposure to diverse
perspectives and this has negative effects on forming valid opinions
and appreciating the perspective of others (Mutz & Martin, 2001).
• Overall, exposure to conflicting views is deemed central to maintain
a democratic citizenry (Mutz & Martin, 2001).
Method
Media Network
Audience Networks
Audience Overlap Measure
i j
Total Shared
audience
Audience Overlap Measure
NYT Fox
Total Shared
audience
Audience Overlap Network
Audience Network Fragmentation
Majó-Vázquez, S., Nielsen, R. K., & González-Bailón, S. (2018). The backbone structure of
audience networks: A new approach to comparing online news consumption across countries.
Political Communication, 36(2), 227–240.
US, UK, Spain
Majó-Vázquez, S., Nielsen, R. K., & González-Bailón, S. (2018). The backbone structure
of audience networks: a new approach to comparing online news consumption across
countries. Political Communication, 36(2), 227–240.
SPAIN
Panel size: 30k
US
Panel size: 210k
UK
Panel size: 67k
*ComScore Panel
Majó-Vázquez, S., Nielsen, R. K., & González-Bailón, S. (2018). The backbone structure of audience
networks: a new approach to comparing online news consumption across countries. Political
Communication, 36(2), 227–240.
Differences in the Network Modularity across
Countries and Ages
• US: The modularity is higher amongst the youngest groups
• Spain and the UK: No evidence of well-defined groups clustered around a few news
sites.
Differences in the Centrality of News Media Sites
• We interpret these centrality scores as proxies to inequality and diversity in audience
base.
• US: Digital-born are significantly more central than legacy media. They are attractive to a
wider range of the online population.
• Spain: Legacy media are more central and their audiences are more likely to navigate a
wide range of media sources.
• UK: The differences are not statistically significant.
Differences in the Network Centralization across Countries
and Age Groups
• US: Users consume news in a more distributed way than those in the UK
• UK: reproduce a structure more centralized around a hub
• Age groups do not show important variations
US
Yang, T., Majó-Vázquez, S., Nielsen, R. K., González-Bailón, S. , 2020. Exposure to
News Grows less Fragmented with Increase in Mobile Access. A multi-source and
multiplatform 5-years analysis of US news consumption.
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3564826
Spain
Majó-Vázquez, S., González-Bailón, S., (2020). Digital News Media Diets and
Information Inequalities in Spain. Informe de la Democracia en España 2019. Fundación
Alternativas. (Forthcoming).
Spanish Audience Network
• Data Comscore
• January 2018 to December 2018
• Digital-born (green) vs Legacy Media (pink)
• Top sites by reach
• Modularity score close to 0, no evidence of
fragmentation. Significant result.
• Legacy media serve more diverse news
audience as measured by audience shared.
-1 1-0.2 0.2 0.6-0.6
Ideological scores assigned to news outlets based on
audience composition
Ideological Favorability Score News Media
RightLeft
Mean General Population
• Data Comscore and DNR 2019
• Top sites by reach
• Legacy media and top digital-born fall in
the mean of the ideology of the Spanish
general population
• Top legacy media attract homogeneous
audiences
France
Majó-Vázquez, S., Nurse, JRC., Zhao, J., Nielsen, R. K., 2018. ”Fragmentation
across media platforms: Mapping Audience behavior on the web, Facebook and
Twitter”.
Majó-Vázquez, S., Zhao, J., & Nielsen, R. K. (2017). The Digital-Born and Legacy
Media News Media on Twitter during the French Presidential Elections. Oxford,
UK. https://reutersinstitute.politics.ox.ac.uk/our-research/digital-born-and-
legacy-news-media-twitter-during-french-presidential-elections
Audience Overlap Measure
i j
4
%
Audience Overlap Measure
i j
4
%
Facebook Audience Network
• Shared engagement
•Data gathered:
•10,581 posts
•37 news media outlets
•4,648,473 user comments
Twitter Audience Network
• Shared engagement among media outlets
•Data gathered:
•130 Media outlets
•43 million tweets
•Engagement: RT, Reply, mention
India
Majó-Vázquez, S., Mukerjee, S., Neyazi, T. A., & Nielsen, R. K. (2019). Online Audience
Engagement with Legacy and Digital-Born News Media in the 2019 Indian Elections.
Oxford, UK.
https://reutersinstitute.politics.ox.ac.uk/our-research/online-audience-engagement-legacy-
and-digital-born-news-media-2019-indian-elections
India Election 2019
• India is an understudied media ecosystem.
• It is an ethnically, religiously, culturally and linguistically diverse country,
which affects the media ecosystem. (Mukerjee, 2020).
• It is a mobile-first and platform dominated media environment (Aneez
et al. 2019).
• Both legacy and digital-born outlets are enmeshed in a highly
politicsed media ecosystem and subject to attacks from both politicians
and activists.
India News Media Ecosystem
India Web and Twitter Audience Network
India Web and Twitter Audience Network
• TV & National Dailies more diverse
news audience base.
• Digital-born serve diverse
audiences on the Web and Twitter.
• No evidence of fragmentation.
•Data gathered:
•63 Million tweets
•101 top news media
•Web data Jan-March
Thanks For Your
Attention
Questions Welcome

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News audience behaviour in electoral years: Evidence from the US, India, UK, Spain and France

  • 1.
  • 3. 2017 2018 20192016 2020 Spanish General Election 26 June Brexit Referendum 23 June US Presidential Election 8 November French Presidential Election 7 May UK General Election 8 June German Federal Election 24 September Spanish General Election 28 Abril Spanish General Election 10 November India Elections 29 May Total Population
  • 5. Do audiences of specific media outlets also consume other news sources?
  • 6. Is there evidence of self-selection in how audiences navigate the rest of the news media environment?
  • 7. Is there evidence of audience fragmentation online?
  • 8. • The Internet fosters the end of the mass audiences and the unlimited audience fragmentation (Pariser, 2011; Sunstein, 2009; Turow, 1998). • Fragmentation of media providers does have the effect of fragmenting the audiences (Napoli, 2008). • The sheer number of news sources available on the web does not determine the extend of the audience fragmentation (Ksiazek, 2011; Ksiazek & Webster, 2012; Fletcher & Nielsen, 2017; Mukeerje et al. 2018).
  • 11. • Online audience fragmentation has negative effects on citizens involvement on public debate and the extend citizens share public concerns (Chaffee & Metzger, 2001). Ultimately it can affect political polarization. • Audience fragmentation is related to limited exposure to diverse perspectives and this has negative effects on forming valid opinions and appreciating the perspective of others (Mutz & Martin, 2001). • Overall, exposure to conflicting views is deemed central to maintain a democratic citizenry (Mutz & Martin, 2001).
  • 14. Audience Overlap Measure i j Total Shared audience
  • 15. Audience Overlap Measure NYT Fox Total Shared audience
  • 17. Audience Network Fragmentation Majó-Vázquez, S., Nielsen, R. K., & González-Bailón, S. (2018). The backbone structure of audience networks: A new approach to comparing online news consumption across countries. Political Communication, 36(2), 227–240.
  • 18. US, UK, Spain Majó-Vázquez, S., Nielsen, R. K., & González-Bailón, S. (2018). The backbone structure of audience networks: a new approach to comparing online news consumption across countries. Political Communication, 36(2), 227–240.
  • 19. SPAIN Panel size: 30k US Panel size: 210k UK Panel size: 67k *ComScore Panel
  • 20. Majó-Vázquez, S., Nielsen, R. K., & González-Bailón, S. (2018). The backbone structure of audience networks: a new approach to comparing online news consumption across countries. Political Communication, 36(2), 227–240.
  • 21. Differences in the Network Modularity across Countries and Ages • US: The modularity is higher amongst the youngest groups • Spain and the UK: No evidence of well-defined groups clustered around a few news sites.
  • 22. Differences in the Centrality of News Media Sites • We interpret these centrality scores as proxies to inequality and diversity in audience base. • US: Digital-born are significantly more central than legacy media. They are attractive to a wider range of the online population. • Spain: Legacy media are more central and their audiences are more likely to navigate a wide range of media sources. • UK: The differences are not statistically significant.
  • 23. Differences in the Network Centralization across Countries and Age Groups • US: Users consume news in a more distributed way than those in the UK • UK: reproduce a structure more centralized around a hub • Age groups do not show important variations
  • 24. US Yang, T., Majó-Vázquez, S., Nielsen, R. K., González-Bailón, S. , 2020. Exposure to News Grows less Fragmented with Increase in Mobile Access. A multi-source and multiplatform 5-years analysis of US news consumption. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3564826
  • 25. Spain Majó-Vázquez, S., González-Bailón, S., (2020). Digital News Media Diets and Information Inequalities in Spain. Informe de la Democracia en España 2019. Fundación Alternativas. (Forthcoming).
  • 26. Spanish Audience Network • Data Comscore • January 2018 to December 2018 • Digital-born (green) vs Legacy Media (pink) • Top sites by reach • Modularity score close to 0, no evidence of fragmentation. Significant result. • Legacy media serve more diverse news audience as measured by audience shared.
  • 27. -1 1-0.2 0.2 0.6-0.6 Ideological scores assigned to news outlets based on audience composition Ideological Favorability Score News Media RightLeft Mean General Population • Data Comscore and DNR 2019 • Top sites by reach • Legacy media and top digital-born fall in the mean of the ideology of the Spanish general population • Top legacy media attract homogeneous audiences
  • 28. France Majó-Vázquez, S., Nurse, JRC., Zhao, J., Nielsen, R. K., 2018. ”Fragmentation across media platforms: Mapping Audience behavior on the web, Facebook and Twitter”. Majó-Vázquez, S., Zhao, J., & Nielsen, R. K. (2017). The Digital-Born and Legacy Media News Media on Twitter during the French Presidential Elections. Oxford, UK. https://reutersinstitute.politics.ox.ac.uk/our-research/digital-born-and- legacy-news-media-twitter-during-french-presidential-elections
  • 31. Facebook Audience Network • Shared engagement •Data gathered: •10,581 posts •37 news media outlets •4,648,473 user comments
  • 32. Twitter Audience Network • Shared engagement among media outlets •Data gathered: •130 Media outlets •43 million tweets •Engagement: RT, Reply, mention
  • 33. India Majó-Vázquez, S., Mukerjee, S., Neyazi, T. A., & Nielsen, R. K. (2019). Online Audience Engagement with Legacy and Digital-Born News Media in the 2019 Indian Elections. Oxford, UK. https://reutersinstitute.politics.ox.ac.uk/our-research/online-audience-engagement-legacy- and-digital-born-news-media-2019-indian-elections
  • 35. • India is an understudied media ecosystem. • It is an ethnically, religiously, culturally and linguistically diverse country, which affects the media ecosystem. (Mukerjee, 2020). • It is a mobile-first and platform dominated media environment (Aneez et al. 2019). • Both legacy and digital-born outlets are enmeshed in a highly politicsed media ecosystem and subject to attacks from both politicians and activists. India News Media Ecosystem
  • 36. India Web and Twitter Audience Network
  • 37. India Web and Twitter Audience Network • TV & National Dailies more diverse news audience base. • Digital-born serve diverse audiences on the Web and Twitter. • No evidence of fragmentation. •Data gathered: •63 Million tweets •101 top news media •Web data Jan-March