Women Are Seen More than Heard in Online Newspapers

Feminist news media researchers have long contended that masculine news values shape journalists’ quotidian decisions about what is newsworthy. As a result, it is argued, topics and issues traditionally regarded as primarily of interest and relevance to women are routinely marginalised in the news, while men’s views and voices are given privileged space. When women do show up in the news, it is often as “eye candy,” thus reinforcing women’s value as sources of visual pleasure rather than residing in the content of their views. To date, evidence to support such claims has tended to be based on small-scale, manual analyses of news content. In this article, we report on findings from our large-scale, data-driven study of gender representation in online English language news media. We analysed both words and images so as to give a broader picture of how gender is represented in online news. The corpus of news content examined consists of 2,353,652 articles collected over a period of six months from more than 950 different news outlets. From this initial dataset, we extracted 2,171,239 references to named persons and 1,376,824 images resolving the gender of names and faces using automated computational methods. We found that males were represented more often than females in both images and text, but in proportions that changed across topics, news outlets and mode. Moreover, the proportion of females was consistently higher in images than in text, for virtually all topics and news outlets; women were more likely to be represented visually than they were mentioned as a news actor or source. Our large-scale, data-driven analysis offers important empirical evidence of macroscopic patterns in news content concerning the way men and women are represented.

[1]  Hearth and Home: Images of Women in the Mass Media. , 1979 .

[2]  A. T. Turk Policing the Crisis: Mugging, the State, and Law and Order.Stuart Hall , Chas Critcher , Tony Jefferson , John Clarke , Brian Roberts , 1980 .

[3]  A. Assiter,et al.  Feminist Politics and Human Nature , 1985 .

[4]  Raewyn Connell,et al.  Gender and Power , 2016 .

[5]  Stuart Allan,et al.  News, gender, and power , 1998 .

[6]  David Rowex Sport, Culture and the Media , 1999 .

[7]  Gaye Tuchman,et al.  The Symbolic Annihilation of Women by the Mass Media , 2000 .

[8]  Nello Cristianini,et al.  An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .

[9]  Isabelle Hare,et al.  What makes the news? , 2010, Nature Structural Biology.

[10]  Paul A. Viola,et al.  Fast Multi-view Face Detection , 2003 .

[11]  Yiming Yang,et al.  RCV1: A New Benchmark Collection for Text Categorization Research , 2004, J. Mach. Learn. Res..

[12]  Matti Pietikäinen,et al.  Face Description with Local Binary Patterns: Application to Face Recognition , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  Peter Davey,et al.  Hearth and Home , 2007 .

[14]  Cindy Burke,et al.  “A Slightly New Shade of Lipstick”: Gendered Mediation in Internet News Stories , 2008 .

[15]  Tim Weninger,et al.  Text Extraction from the Web via Text-to-Tag Ratio , 2008, 2008 19th International Workshop on Database and Expert Systems Applications.

[16]  Marwan Mattar,et al.  Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments , 2008 .

[17]  S. Allan News culture (3rd ed.) , 2010 .

[18]  Nello Cristianini,et al.  Information Fusion for Entity Matching in Unstructured Data , 2010, AIAI.

[19]  Nello Cristianini,et al.  The Structure of the EU Mediasphere , 2010, PloS one.

[20]  Roger Jon Desmond,et al.  Women Are On, But Not In, the News: Gender Roles in Local Television News , 2010 .

[21]  Nello Cristianini,et al.  NOAM: news outlets analysis and monitoring system , 2011, SIGMOD '11.

[22]  Kalina Bontcheva,et al.  Text Processing with GATE , 2011 .

[23]  Cynthia Carter,et al.  Women and news: A long and winding road , 2011 .

[24]  Ilias N. Flaounas,et al.  Pattern analysis of news media content , 2011 .

[25]  D. Carter,et al.  Culture and media , 2013 .

[26]  Nello Cristianini,et al.  RESEARCH METHODS IN THE AGE OF DIGITAL JOURNALISM , 2013 .

[27]  Charles B. Ward,et al.  Time Trends in Printed News Coverage of Female Subjects, 1880–2008 , 2014 .

[28]  Charles B. Ward,et al.  Is There a Political Bias? A Computational Analysis of Female Subjects' Coverage in Liberal and Conservative Newspapers , 2014 .

[29]  Nello Cristianini,et al.  On the coverage of science in the media: A big data study on the impact of the Fukushima disaster , 2014, 2014 IEEE International Conference on Big Data (Big Data).

[30]  David García,et al.  It's a Man's Wikipedia? Assessing Gender Inequality in an Online Encyclopedia , 2015, ICWSM.

[31]  Steven Skiena,et al.  A Paper Ceiling , 2015 .

[32]  悠太 菊池,et al.  大規模要約資源としてのNew York Times Annotated Corpus , 2015 .

[33]  Nello Cristianini,et al.  Learning to classify gender from four million images , 2015, Pattern Recognit. Lett..