Climate change discourse in mass media: application of computer-assisted content analysis
Journal of Environmental Studies and SciencesPublished 26 March 2012
Andrei Kirilenko, Светлана Степченкова
Citations48
SJR quartileQ2
SJR score0.58
SNIP0.77
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
TL;DR
A computer-assisted content analysis method is proposed to extract prevalent themes and analyze discourse changes over an extended period in an objective and quantifiable manner and finds a gradual decline in the volume of material within the “Science” topic and an expansion of themes classified under the ‘Politics’ topic.
Abstract
Climate change, Global warming, Mass media, CATA, Content analysis,
Keywords
Social Sciences
Journal of the American Statistical AssociationContent Analysis: An Introduction to its Methodology.
24,566 Citations1984Mack Shelley, Klaus Krippendorff
Structural equation modeling with AMOS: basic concepts, applications, and programming
18,093 Citations2000Barbara M. Byrne
Choice Reviews OnlineConfirmatory factor analysis for applied research
15,824 Citations2007
This work states that CFA of Multitrait-Multimethod Matrices, with Equality Constraints, Multiple Groups, and Mean Structures, and other Types of CFA Models: Higher-Order Factor Analysis, Scale Reliability Evaluation, and Formative Indicators, is likely to be reliable.
The Content Analysis Guidebook
9,183 Citations2017Kimberly A. Neuendorf
The Content Analysis Guidebook provides an accessible core text for upper-level undergraduates and graduate students across the social sciences that unravels the complicated aspects of content analysis.
Public Opinion QuarterlyThe Agenda-Setting Function of Mass Media
9,031 Citations1972Maxwell McCombs, Donald L. Shaw
ARROW@Dublin Institute of Technology (Dublin Institute of Technology)Structural Equation Modelling: Guidelines for Determining Model Fit
8,719 Citations2008Daire Hooper, Joseph Coughlan +1 more
Program electronic library and information systemsAn algorithm for suffix stripping
8,136 Citations1980Martin Porter
An algorithm for suffix stripping is described, which has been implemented as a short, fast program in BCPL, and performs slightly better than a much more elaborate system with which it has been compared.
Social Research Methods: Qualitative and Quantitative Approaches
7,062 Citations1991W. Lawrence Neuman
An Easy Guide to Factor Analysis
3,265 Citations2014Paul Kline
The use and Abuse of Factor Analysis in Research References Index is illustrated with examples from Personality Tests and a comparison of the use and abuse of factor analysis in the context of clinical trials.
Applied Multivariate Research: Design and Interpretation
2,888 Citations2017Lawrence S. Meyers, Glenn Gamst +1 more
The Basics of Multivariate Design and Model Invariance: Applying a Model to Different Groups Chapter 20B.
Journal of Machine Learning ResearchRCV1: A New Benchmark Collection for Text Categorization Research
2,600 Citations2004David Lewis, Yiming Yang +2 more
This work describes the coding policy and quality control procedures used in producing the RCV1 data, the intended semantics of the hierarchical category taxonomies, and the corrections necessary to remove errorful data.
Sociological QuarterlyThe Politicization of Climate Change and Polarization in the American Public's Views of Global Warming, 2001–2010
2,303 Citations2011Aaron M. McCright, Riley E. Dunlap
Climatic ChangeClimate Change Risk Perception and Policy Preferences: The Role of Affect, Imagery, and Values
2,178 Citations2006Anthony Leiserowitz
Global Environmental ChangeBalance as bias: global warming and the US prestige press
1,671 Citations2004Maxwell Boykoff, Jules Boykoff
Climatic ChangeShifting public opinion on climate change: an empirical assessment of factors influencing concern over climate change in the U.S., 2002–2010
1,126 Citations2012Robert J. Brulle, Jason T. Carmichael +1 more
GeoforumClimate change and journalistic norms: A case-study of US mass-media coverage
1,026 Citations2007Maxwell Boykoff, Jules Boykoff
An Integrated Approach to Communication Theory and Research
961 Citations2014
Risk AnalysisPersonal Efficacy, the Information Environment, and Attitudes Toward Global Warming and Climate Change in the United States
890 Citations2008Paul M. Kellstedt, Sammy Zahran +1 more
It is found that public informedness, confidence in scientists, and personal efficacy are related in interesting and unexpected ways, and exert significant influence on risk assessments of global warming and climate change.
Environment Science and Policy for Sustainable DevelopmentA Widening Gap: Republican and Democratic Views on Climate Change
780 Citations2008Riley E. Dunlap, Araon M. McCright
Climatic ChangeThe Origins and Consequences of democratic citizens' Policy Agendas: A Study of Popular Concern about Global Warming
544 Citations2006Jon A. Krosnick, Allyson L. Holbrook +2 more
EosExamining the Scientific Consensus on Climate Change
530 Citations2009Peter T. Doran, Maggie Kendall Zimmerman
Open Publications Of UTS Scholars (University of Technology Sydney)Media Content Analysis: Its Uses, Benefits and Best Practice Methodology
521 Citations2005Jim Macnamara
Global Environmental ChangeClimate of scepticism: US newspaper coverage of the science of climate change
504 Citations2005Liisa Antilla
Public Understanding of ScienceConstructing climate change: claims and frames in US news coverage of an environmental issue
453 Citations1996Craig W. Trumbo
AreaFlogging a dead norm? Newspaper coverage of anthropogenic climate change in the United States and United Kingdom from 2003 to 2006
452 Citations2007Maxwell Boykoff
Climate ResearchPublic perceptions of global warming: United States and internation perspectives
399 Citations1998RJ Bord, Ann Fisher +1 more
Public Understanding of ScienceThe impact of the fall 1997 debate about global warming on American public opinion
237 Citations2000Jon A. Krosnick, Allyson L. Holbrook +1 more
Climatic ChangeDividing climate change: global warming in the Indian mass media
227 Citations2009Simon Billett
Journalism & Mass Communication QuarterlyA Content Analysis of Content Analyses: Twenty-Five Years of Journalism Quarterly
206 Citations1997Daniel Riffe, Alan R. Freitag
Public Understanding of ScienceMedia (mis)communication on the science of climate change
171 Citations1994Allan Bell
Social Science Research“Mainstreaming” content analysis in social science: Methodological advantages, obstacles, and solutions
141 Citations1984Eric Woodrum
Environmental Science & PolicyRegional news portrayals of global warming and climate change
121 Citations2008Xinsheng Liu, Arnold Vedlitz +1 more
European Journal of CommunicationYesterday’s Papers and Today’s Technology
102 Citations2007David Deacon
The methodological implications of using digital newspaper archives for analysis of media content are considered, identifying arange of validity and reliability concerns about this increasingly prevalent mode of analysis, which have been under-appreciated.
The Qualitative ReportReflecting on the Strategic Use of CAQDAS to Manage and Report on the Qualitative Research Process
97 Citations2015Mark Wickham, Megan Woods
This paper argues for the introduction of a Computer Aided Qualitative Data Analysis Protocol to give readers of the research report a better understanding of the analysis process undertaken by the researcher.
Journalism & Mass Communication QuarterlyA Content Analysis of Content Analyses: Twenty-Five Years of Journalism Quarterly
89 Citations1997Daniel Riffe, Alan R. Freitag
Climatic ChangeIs Strange Weather in the Air? A Study of U.S. National Network News Coverage of Extreme Weather Events
76 Citations1999Sheldon Ungar
The media book
75 Citations2002Chris Newbold, Oliver Boydt-Barrett +1 more
Theory in media research tools for studying the media the moving image media industries the analysis of popular culture representation, identity and the media advertising and theMedia interactive electronic media.
Journalism QuarterlyFairness and Balance in the Prestige Press
45 Citations1991Stephen Lacy, Frederick Fico +1 more
Digital Access to Scholarship at Harvard (DASH) (Harvard University)Covering Controversial Science: Improving Reporting on Science and Public Policy
37 Citations2006Cristine Russell
Systems Research and Behavioral ScienceA computer approach towards the analysis of content
23 Citations1965Howard P. Iker, Norman I. Harway
The computer analysis of natural language is in its infancy when compared with statistical analysis, because computers were built for numbers and operations on them.
Quality & QuantityComputer-assisted analysis of public discourse: a case study of the precautionary principle in the US and UK press
18 Citations2010Andrei Kirilenko, Светлана Степченкова +2 more
A computer-assisted method is suggested to extract the most important topics of this discourse in an objective, quantifiable manner and illustrated by applying the method to study the major topics discussed in the US and UK prestige press that relate to the precautionary principle.
Choice of Text Analysis Software in Organization Research: Insight from a Multi-dimensional Scaling (MDS) Analysis
13 Citations2004Vincent J. Duriau, Rhonda K. Reger
A more thorough and comprehensive categorization of computer-aided text analysis (CATA) software is developed to help management researchers to make better informed decisions in their choice of CATA software.
Quality & QuantityMathematical analysis of content
10 Citations1985George Muskens
Insofar as mathematical approaches to content analysis may be a fruitful extension of content analysis in general, further research into the use of methods involving inferred categories cannot be excluded.
