Presentation from 2015 ePart conference. Applying framing analysis and agenda-setting theory to examine the most shared and most read opinion articles in online newspapers.
Israel Palestine Conflict, The issue and historical context!
Frame analysis of online opinon articles
1. Please like and share!
A frame analysis of
opinion articles in
online news
Marius Rohde Johannessen
07.09.2016 BUSKERUD AND VESTFOLD UNIVERSITY COLLEGE 1
2. Summary
• Frame analysis as analytical lens
– What (figuring out how a message is packaged)
– Why (Examine how popular themes emerge and spread)
– How (Content analysis of key words and phrases)
• Findings
– Six ways of framing a message
– Personal stories a major trend
– Unknown voices, females, being heard
• Discussion: Implications for deliberation
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3. Context & background
• Agenda-setting
– Important for decision making
– Direct link agenda setting decision
– Leading agendas influence our perceptions
• News media typical arena for agenda battles
• Social media becoming increasingly important
– Symbiotic relationship: News media has credibility,
social media adds reach through network effects
• Framing affects agenda
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4. Framing theory
• «constructing the stories we use to describe the world»
• Roots in psychology and sociology:
– Show how we organize our perceptions of society
– The sum of positive and negative associations
– Associations influence how we talk about issues
• Effects of framing:
– Clear impact on public perception
– Especially when bombarded with one message, or
introduced to new ideas
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5. Frame analysis
• Kuypers: Frames operate in four key ways:
– Define problems, diagnose causes, make moral
judgments, and suggest remedies
• Usage: Rhetorical criticism (deconstruction)
– Break down the content of frames to analyse the
message
• Usage: Social movements (construction)
– Construct frames that support the message of the
movement. Use these intentionally to gather support
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6. Research approaches
Approach Purpose Insights gained
Qualitative content
analysis
Coding of qualitative data:
Keywords, key phrases,
judgment statements
Identify themes and topics
Interpret meanings of texts
to identify frames for the
different themes and topics
Rich description of the
frames used to talk about a
specific issue.
Quantitative content
analysis
Follows pre-defined coding
scheme based on hypotheses
Using frames to examine
issues of statistical
significance.
Impact over time.
Time series data,
tendencies/consequences
of frames
Mixed methods
Approach varies according
to research question
In-depth analysis and
identification of frames, and
of the impact of frames.
Impacts and tendencies
mixed with a deep
understanding of context and
the individual frames
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7. My research approach
• The most read and most shared opinion articles in 2014
• 40 articles in total
• Imported to Nvivo, coded using a qualitative grounded
approach – looking for recursive keywords, phrases,
statements. Some descriptive statistics
• Two rounds of coding:
– Initial: identifying frames
– Second: code articles using identified frames
– Verified by discussions with colleague
• Discovered that the process is to some extent subjective
– Level of framing: «Deliberation» or «argument X»
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8. Findings: general
• Facebook by far the most popular channel for sharing
(tens of thousands vs 100+)
• Issues close to home get more attention
• Personal themes more popular
• Outlet for new voices
• …and for women
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9. Findings: Frames
Metaphors
Using fairy tales to comment on
Norwegian society:
“Askeladden helped those in
need… However, now the
welfare state is threatened.
Social inequality is on the rise.
The number of poor children
increases. The wealthy do not
have to pay taxes”
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10. Findings: Frames
Satire/irony
ridicule the position you are
arguing against, in order to
show how stupid the other is
“How many of us see these
images and think ‘yes, we can
relate to this. Party and
drinking trips to European
brothels, where we party all
night with heavy-chested
women who has no
personality?”
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11. Findings: Frames
Justice
uses arguments related to
justice, fairness and equal
treatment to frame the
message
You are a huge role model for
young kids, who now might
think that drinking and
driving is ok. Therefore we
should all be happy that this
episode is so massively
criticized in the media.”
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12. Findings: Frames
(anti-)Pressure
the psychological pressure of modern society, argues that we
need to find ways of dealing with pressure. Peer pressure,
parenting and the pressure to be the best at everything are
topics within this frame
«I am sick and tired of Muslims who think they are better
than the rest of us. Why do they insist on being so different?
Do they believe God loves them more than us? The Niqab
does not just represent oppression, but also arrogance.”
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13. Findings: Frames
Deliberation
the frame of the classical debate article.
This frame presents arguments backed
up by reasoning and references to
literature.
The Russian insurances comes after
Russia several times the past few
months have entered Swedish airspace
with their fighters, and after several
military provocations of all their
European neighbours, including
Norway
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14. The winner… Personal accounts
The author describes his or her
experiences in relation to a theme, and
discusses the theme based on these
experiences.
I’m burnt out. Exhausted and
depressed. On sick leave because I
could not handle it all anymore. They
call it hitting the wall. I would rather
compare it to walking off a cliff.
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15. Implications
• Less fact-based
discussion
Consequences
for policy?
• Rhetorical theory:
Arguments based on
personal accounts are
flawed
• Opposing/new voices in
policy areas where facts
are less import
• Counterweight to the
increasing influence of
PR agencies in a time
where the media
struggles and the money
sets the agenda?
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Personal accounts’ crushing victory over deliberation
16. Final thoughts
• Calvert and Warren: «Current political debate is a
lean buffet with just a few frames, that does little to
further the political agenda»
• This study shows that debate articles shared in social
media offer
– Alternative frames
– From new and opposing voices
– With a broad reach (theoretically everyone with
FB)
• Supports Graham (2011): Private is the new public
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17. Thank you for listening
Questions?
Marius Rohde Johannessen
mj@hbv.no
07.09.2016 BUSKERUD AND VESTFOLD UNIVERSITY COLLEGE 17
Editor's Notes
Brukt frame analysis på de mest likte og delte opinion articles i sosiale medier
Agenda-setting: Viktig fordi sakene som er framme i folks bevissthet også blir brukt i valgkamp. Hvis en gruppe lykkes i å sette en bestemt agenda blir det et kollektiv press på andre. Jo mindre rom for ulike meninger, jo lettere å få inntrykk av at det er «vi som har rett» eller at det er «vår vinkling som er den eneste forklaringen på dette».
Direkte link: Enkelte forskere hevder dette. Det er i alle fall en klar sammenheng
Eks på link: War on terror. En veldig suksessfull frame etter 9/11. Flere studier som viser hvordan det nærmest har vært umulig å snakke om dette på andre måter.
News media/social media: Her er det en symbiose mellom de to. Tradisjonelle medier (i Norge) er fortsatt ansett som mest troverdige. Men lesertallene synker, og sosiale medier blir en stadig viktigere arena for å nå ut med budskapet. Det som deles mest leses også mest.
Framing: prosessen definerer måten vi snakker om ting på. Hvilke ord vi bruker, hvilke innfallsvinkler og konsepter osv: «Vi må utvinne mer olje i Norge, fordi norsk oljeproduksjon er renere enn annen oljeproduksjon» eller «vi må la oljen ligge og gå over til ren energi så fort som mulig». Begge vinkler prøver å være klimavennlige…
Eksempel: Et firma vil bygge nytt kontor på en naturtomt. Konsekvensen er flere jobber, men også mindre natur. Hvis du har flere positive assosiasjoner til natur enn til næringsliv, så påvirker det hvordan du snakker om saken. En journalist med forkjærlighet for natur vil skrive mer negativt om utbyggingen.
Eksempel, effekter: Survey: Er folk villige til å betale mer for produkter for å minke klimautslipp? Begrepet «carbon offset» ga langt flere positive svar enn begrepet «carbon tax», spesielt hos de som var kritiske til skattenivået fra før.
Eksempel 2, effekter: Den som roper høyest får andre til å tro at det ikke finnes alternativer. «Hele byen mener at Porsgrunn kirke må gjenoppbygges. Vi vil ikke ha en moderne kirke»
Jim Kuypers, political communication researcher
Other uses: Analysis of media coverage of a given story, finance to show that we are not rational in our choices, law to show that framing impacts verdicts
Qual: Uses pre-defined or emerging coding scheme. Look for keywords and phrases, judgment statements. Individual article as unit of analysis
Quant: pre-defined coding scheme. Identify dominant frames, consequences over time
Mixed: Start with quant to get the big picture, then move on to more detailed analysis of individual frames for deep understanding
Main weakness: Limited number of articles. Attemted to get similar lists from other leading newspapers, with no success
Utfordring: Definere en frame – makro/mikro/midt i mellom – For ulike tema (med samme tema er jobben enklere som f.eks war on terror, vanskeligere når man ser på ulike tema)
Close to home: Norway/Norwegian mentioned 136 times, EU/Europe: mentioned 15 times
Personal themes: Frequently used nouns: children, school, work, women. Health, gender/body pressure, feminism, parenting, education
Outlet for new voices: More than 50% written by people who are not regular columnists, celebrities, politicians etc. Women write more than 50%. Only six academics on the list
Må se etter hvordan de pakker inn budskapet uavhengig av tema
Etter tre runder med koding og verifisering fant jeg disse seks frames
Askeladden er selve personifiseringen av det norske. Snill, street smart, hjelpsom og vinner alltid prinsessa til slutt
Gender stereotypes in advertising one example. An enraged writer satirises about how women are pictured in advertising by showing how stupid this becomes when the same frame is used for men.
Norsk skistjerne tatt for fyllekjøring. Debatt om han burde slippe straff pga sin stjernestatus, om han var et medieoffer i ettertid
I oslo: Problem at konservative muslimer opptrer som «kulturpoliti» mot muslimer som de mener er for lite religiøse. Dette innlegget er en respons på presset unge muslimer kan føle.
Example: Article discussing NATO in the context of what the west sees as Russian aggression
Illustrert med et speil, fordi vi finner alle akademikerne i denne framen…
A woman discussing the increasing pressure at work through telling her own story of how she got depressed and sick from working too much
More than half of the articles I examined were in this category
Topics of these articles extremely varied. From the war on terror to education and parenting
The articles in this category get a lot of attention and discussion also in the comment field in the newspapers, as well as on Facebook
Old media trick to find a personal or local angle to a story, but still surprising how overwhelmingly more popular these articles are
Feelings over facts and domestic issues are most popular. Does this make society st
Counterweight: Even when topics and frames are domestic, a lot of the content is related to broader issues such as consumerism and western lifestyle in general (all work and no play), and this provides an alternative to the dominating way of seeing things – creates an alternative public sphere.
Graham: Our private affairs are more and more becoming the context in which we discuss political issues.
Not 100% good, as the public is less exposed to big issues, but at least we are talking politics