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Computer-Aided Qualitative Research Europe
         7 & 8 Oct 2010, Lisbon




     For more information about our events, please visit:
                   http://www.merlien.org
Data triangulation on
                                newspapers articles
                              using different software




                                            A. Crescentini and G.A.Veltri
Computer-Aided Qualitative Research; 7-8 October 2010, Lisboa (Portugal).
Overview
 Background
   Theoretical background
   Triangulation
   Current Research
 Methodological notes
   Research questions
   Sample
   Analytical steps
 Main results
   Articles body analysis
   Articles headline analysis
   Data triangulation
 Final considerations and further steps
Theoretical Background
 Social Representations Theory (Moscovici, 1988).
 Focus on the use metaphors and clusters of
 meanings to determine the core of representations
 present in the mass media.
 Researchers in this area are focused on the idea
 that in the public sphere there are competing
 definitions, in what is a complex game played for
 control of semantics in the public sphere (Gaskell et
 al., 1998).
  Anchoring and Objectification (Moscovici, 1988)
 Similarly, there is the notion of “mediascapes” (Van
 Loon, 2002), the symbolic environment in which a
 technology is debated.
Qualitative research:
two words on validity
Current research
 Studies on nanotechnology and the mass media
 have increased in the past few years due to the
 increasing hype that is surrounding this scientific
 domain.
 Research on nanotechnology’s mediascapes have
 focused initially on UK and US, but now other
 countries are under scrutiny (see Kjølberg, 2009;
 Kjærgaard, 2010) . In Spain, to our knowledge,
 nothing similar exists at the moment.
 In addition, most studies focused mainly on
 risk/benefits analytical frame within the media
 analysis.
Research questions


 How nanotechnology has been anchored in the
 Spanish National Press?
 How the nanotechology risk discourse has been
 anchored?
Methodological notes
 646 articles (1997 to 2010) from three main spanish
 newspapers:
  El Mundo – 432,204 daily copies on average, (moderate)
  El Pais – 330,634 daily copies on average, (left-leaning)
  ABC – 240,225 daily copies on average, (right-leaning)
  392.666 words, 32.477 lemmas
 From Lexis - Nexis database (www.lexisnexis.com)
 Sampling criteria: presence several keywords such
 as ‘nanotecnologia’, ‘nanosciencia’, ‘nanoparticulas’,
 ‘nanostructura’ and ‘manipulación atómica’,
 ‘ingeniería atómica’.
Data triangulation on newspapers articles using different softwarei
Analysis T-Lab 7 – atlas.ti 6.1
 Articles were pre-processed by human coding: tagging
 and establishing main variables (newspaper, year,
 etc.)
 We explored his texts using different kinds of tools:
  Co-occurrence analysis and automatic thematic analysis
  Comparative analysis
 Automatic thematic analysis of EC as mean to unravel
 core packets of meanings in the coverage of
 nanotechnology in Spanish Press.
 Cluster analysis of themes and their longitudinal
 evolution
 Headline were analyzed to find main categories
 Three main codes have been applied to identify the
 attitude of newspapers
Understanding
Longitudinal analysis of themes




12
Risk Discourse Clusters




13
Risk discourse longitudinal evolution




14
Risk discourse by newspapers




15
Quantitative analysis of text
              data particularly important for
Conclusions   the longitudinal dimension.
                Overview of the overall
                coverage
                Overview of a given newspaper
                coverage
              Not limited to the risk/benefit
              analytical frame
              Complementary to qualitative
              coding or a reliability tool to
              compare human thematic
              coding and automatic one
              Qualitative analysis helps in
              giving sense to the
              information
              Problem of the attitude
              Risk of hyper analysis

16
Thank you!

     alberto.crescentini@supsi.ch



17
Computer-Aided Qualitative Research Europe
         7 & 8 Oct 2010, Lisbon




     For more information about our events, please visit:
                   http://www.merlien.org

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Data triangulation on newspapers articles using different softwarei

  • 1. Computer-Aided Qualitative Research Europe 7 & 8 Oct 2010, Lisbon For more information about our events, please visit: http://www.merlien.org
  • 2. Data triangulation on newspapers articles using different software A. Crescentini and G.A.Veltri Computer-Aided Qualitative Research; 7-8 October 2010, Lisboa (Portugal).
  • 3. Overview Background Theoretical background Triangulation Current Research Methodological notes Research questions Sample Analytical steps Main results Articles body analysis Articles headline analysis Data triangulation Final considerations and further steps
  • 4. Theoretical Background Social Representations Theory (Moscovici, 1988). Focus on the use metaphors and clusters of meanings to determine the core of representations present in the mass media. Researchers in this area are focused on the idea that in the public sphere there are competing definitions, in what is a complex game played for control of semantics in the public sphere (Gaskell et al., 1998). Anchoring and Objectification (Moscovici, 1988) Similarly, there is the notion of “mediascapes” (Van Loon, 2002), the symbolic environment in which a technology is debated.
  • 6. Current research Studies on nanotechnology and the mass media have increased in the past few years due to the increasing hype that is surrounding this scientific domain. Research on nanotechnology’s mediascapes have focused initially on UK and US, but now other countries are under scrutiny (see Kjølberg, 2009; Kjærgaard, 2010) . In Spain, to our knowledge, nothing similar exists at the moment. In addition, most studies focused mainly on risk/benefits analytical frame within the media analysis.
  • 7. Research questions How nanotechnology has been anchored in the Spanish National Press? How the nanotechology risk discourse has been anchored?
  • 8. Methodological notes 646 articles (1997 to 2010) from three main spanish newspapers: El Mundo – 432,204 daily copies on average, (moderate) El Pais – 330,634 daily copies on average, (left-leaning) ABC – 240,225 daily copies on average, (right-leaning) 392.666 words, 32.477 lemmas From Lexis - Nexis database (www.lexisnexis.com) Sampling criteria: presence several keywords such as ‘nanotecnologia’, ‘nanosciencia’, ‘nanoparticulas’, ‘nanostructura’ and ‘manipulación atómica’, ‘ingeniería atómica’.
  • 10. Analysis T-Lab 7 – atlas.ti 6.1 Articles were pre-processed by human coding: tagging and establishing main variables (newspaper, year, etc.) We explored his texts using different kinds of tools: Co-occurrence analysis and automatic thematic analysis Comparative analysis Automatic thematic analysis of EC as mean to unravel core packets of meanings in the coverage of nanotechnology in Spanish Press. Cluster analysis of themes and their longitudinal evolution Headline were analyzed to find main categories Three main codes have been applied to identify the attitude of newspapers
  • 15. Risk discourse by newspapers 15
  • 16. Quantitative analysis of text data particularly important for Conclusions the longitudinal dimension. Overview of the overall coverage Overview of a given newspaper coverage Not limited to the risk/benefit analytical frame Complementary to qualitative coding or a reliability tool to compare human thematic coding and automatic one Qualitative analysis helps in giving sense to the information Problem of the attitude Risk of hyper analysis 16
  • 17. Thank you! alberto.crescentini@supsi.ch 17
  • 18. Computer-Aided Qualitative Research Europe 7 & 8 Oct 2010, Lisbon For more information about our events, please visit: http://www.merlien.org