Are gold hoop earrings and a dab of red lipstick enough to get even Democrats on the offensive?
The case of Alexandria Ocasio-Cortez
According to news media outlets, Alexandria Ocasio-Cortez (AOC), the newly-elected Democratic representative from
New York, has stirred up conflicting feelings among Republicans and Democrats on Capitol Hill, attracting criticism, mockery and
disapproval from both parties. The overarching aim of this study is to explore the extent to which these attitudes are acts of
verbal aggression often dissimulated as patronizing warnings or manifestations of an opinion (Ramirez and Andreu 2003; Wodak 2015). In particular, by analyzing a corpus
of headlines regarding AOC’s political persona and activism collected from six major conservative and liberal newspapers
circulating in the US, the study aims to detect linguistic markers associated with aggression and verify their level of toxicity
(Musolff 2012). To this purpose, both quantitative and qualitative methodological
approaches are used with particular reference to Corpus Linguistics (Baker et al. 2008;
Kilgariff et al. 2014) and the Discourse-Historical Approach (Reisigl and Wodak 2001, 2016). Findings show that biased
mediatized political discourse can influence attitudes toward aggressive speech behavior, and, therefore, intensify the devious
nature of aggressive acts.
Article outline
- 1.Introduction
- 2.Context of study
- 2.1Aggressive speech behavior
- 3.Data and Methodology
- 3.1Corpus
- 3.2Methodological framework
- 4.Findings and discussion
- 4.1Sentiment analysis
- 4.2Concordance analysis
- 4.3Analysis of full headline titles
- 5.Discussion
- 6.Conclusions
-
References
References
Aiello, Giorgia, and Katy Parry
2020 Visual Communication. Understanding Images in Media Culture. London: Sage.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
American Association of University Women
2017 “
Barriers and Bias.” Last accessed September 3, 2019.
[URL]
Baker, Paul, Costa Gabrielatos, Majid KhosraviNik, Anthony M. McEnery, and Ruth Wodak
2008 “
A Useful Methodological Synergy? Combining Critical Discourse Analysis and Corpus Linguistics to Examine Discourses of Refugees and Asylum Seekers in the UK Press.”
Discourse and Society 19(3): 273–306.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Bandura, Albert
1983 “
Psychological Mechanism of Aggression.”
Aggression: Theoretical and Empirical Reviews 11:1–40. New York: Academic Press.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Beck, Christina S.
2009 “
Editor’s Introduction.” In
Communication Yearbook 33, edited by
Christina S. Beck, xv–xix. New York: Routledge.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ben Garrison Cartoons
2018 “
Socialist Democrats’ Brave New World.”
Grrrgraphics.com. Last accessed July 29, 2019.
[URL]
Ben-David, Anat, and Ariadna Matamoros-Fernández
2016 “
Hate Speech and Covert Discrimination on Social Media: Monitoring the Facebook Pages of Extreme-right Political Parties in Spain.”
International Journal of Communication 101: 1167–1193.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Blommaert, Jan
2018 “
Alexandria Ocasio-Cortez: The Next Level of Political Digital Culture.”
Diggit Magazine,
January 23.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Bou-Franch, Patricia, and Pilar Garcés-Conejos Blitvich
Bough, Jill
2010 “
The Mirror has two Faces: Contradictory Reflections of Donkeys in Western Literature from Lucius to Balthazar.”
Animals 11: 56–68.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Brenan, Megan
2018 “
Democrats Favor more Moderate Party; GOP, More Conservative.”
Gallup,
December 18.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Brown, Rachel
2016 “
Defusing Hate: A Strategic Communication Guide to Counteract Dangerous Speech.” Last accessed August 3 2020:
[URL]
Carli, Linda L.
2004 “
Gender Effects on Social Influence.” In
Perspectives on Persuasion, Social Influence, and Compliance Gaining, edited by
Robert H. Gass and
John S. Seiter, 133–148. Boston: Allyn & Bacon.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Chávez, Aída, and Ryan Grim
2018 “
A Primary against the Machine: A Bronx Activist Looks to Dethrone Joseph Crowley, the King of Queens.”
The Intercept,
May 22.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Chung, Cindy K., Clinton Jones, Alexander Liu, and James W. Pennebaker
2008 “
Predicting Success and Failure in Weight Loss Blogs through Natural Language Use.” In
Proceedings of the 2008 International Conference on Weblogs and Social Media (ICWSM). Seattle, WA,
March 30–
April 2.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Cillizza, Chris
2019 “
Nancy Pelosi just Threw some Serious Shade at Alexandria Ocasio-Cortez’s ‘Green New Deal’.”
Cnn.com,
February 19.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Cochrane, Emily
2019 “
Justice Democrats Helped Make Ocasio-Cortez. They’re already Eyeing their Next Targets.”
The New York Times,
February 23.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Cooke, Charles
2018 “
The Unserious Face of an Unserious Movement.”
The National Review,
July 30.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Coyne, Sarah, and John Archer
2004 “
Indirect Aggression in the Media: A Content Analysis of British Television Programs.”
Aggressive Behavior 30(3): 254–271.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Dowd, Maureen
2019 “
It’s Nancy Pelosi’s Parade”.
The New York Times,
July 6.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ekman, Paul
1992 “
Are There Basic Emotions?”
Psychological Review 991: 550–553.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Fairclough, Norman, and Ruth Wodak
1997 “
Critical Discourse Analysis.” In
Discourse Studies: A Multidisciplinary Introduction, edited by
Teun A. van Dijk, 21: 258–284. London: Sage.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Feldman, Ronen
2013 “
Techniques and Applications for Sentiment Analysis”.
Communications of the ACM 56(4): 82–89.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Fersini, Elisabetta, Federico A. Pozzi, and Enza Messina
2017 “
Approval Network: A Novel Approach for Sentiment Analysis in Social Networks”.
World Wide Web 20(4): 831–854.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Flowerdew, John, and John E. Richardson
2017 “
Introduction.” In
The Routledge Handbook of Critical Discourse Studies, edited by
John Flowerdew and
John E. Richardson, 1–10. New York: Routledge.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Fredrickson, Caroline
2020 The AOC Way: The Secrets of Alexandria Ocasio-Cortez’s Success (Women in Power). New York: Skyhorse Publishing.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Gambino, Lauren
2019 “
We’re here to Win: US Democratic Socialists Move to Center Stage.”
The Guardian,
August 6.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Gass, Robert H., and John Seiter
2014 Persuasion, Social Influence, and Compliance Gaining. Boston: Pearson/Allyn & Bacon.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Gibson, James L.
2006 “
Do Strong Group Identities Fuel Intolerance? Evidence from the South African Case.”
Political Psychology 27(5): 665–705.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Goffman, Erving
1971 Relations in Public: Microstudies of the Public Order. New York: Basic.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Goldmacher, Shane, and Jonathan Martin
2018 “
AOC beats J. Crowley.”
The New York Times,
June 26.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Greenberg, Maxwell Ezra, and Max Modiano Daniel
2019 “
Ocasio-Cortez’s Jewish Heritage Isn’t About You”.
Jewish Currents,
January 18.
[URL]
Infante, Dominic A.
1987 “
Aggressiveness.” In
Personality and Interpersonal Communication, edited by
James C. McCroskey and
John A. Daly, 157–192. Newbury Park, CA: Sage.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Infante, Dominic A., and Charles J. Wigley
1986 “
Verbal Aggressiveness: An Interpersonal Model and Measure.”
Communication Monographs 531: 61–69.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Jamieson, Kathleen H.
1995 Beyond the Double Bind: Women and Leadership. New York: Oxford University Press.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Jane, Emma A.
2014 “
Your a Ugly, Whorish, Slut’: Understanding E-bile.”
Feminist Media Studies 1441: 531–546.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Kelly, Jesse
2019 “
The Federalist’s Jesse Kelly fantasizes about dating Rep. Alexandria Ocasio-Cortez: ‘A Little Bit of Crazy Can be Fun. I’m not Talking about Marrying her, I’m just Talking about a Date or Two’.”
Media Matters,
April 1.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
KhosraviNik, Majid, and Eleonora Esposito
2018 “
Online Hate, Digital Discourse and Critique: Exploring Digitally-mediated Discursive Practices of Gender-based Hostility.”
Łodz Papers in Pragmatics 14(1): 45–68.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Kilgarriff, Adam, Vít Baisa, Jan Bušta, Miloš Jakubíček, Vojtěch Kovář, Jan Michelfeit, Pavel Rychlý, and Vít Suchomel
2014 “
The Sketch Engine: Ten Years on.”
Lexicography 11: 7–36.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Kogan, Seffi
2019 “
Why is AOC Tokenizing a Fringe Jewish Group?.”
AJC Global Jewish Advocacy,
August 2.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Liu, Bing
2015 Sentiment Analysis: Mining Opinions, Sentiments, and Emotions. UK: Cambridge University Press.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
McGarrity, Laura
2016 “
What Sentiment Analysis can Do for your Brand.”
MarketingProfs,
April 5.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Media Fact Check
2018 Media Bias / Fact Check. Last accessed July 2 2019:
[URL]
Minority Rights Group International
2017 “
No Escape from Discrimination: Minorities, Indigenous Peoples and the Crisis of Displacement.” Last accessed June 24 2019
[URL]
Musolff, Andreas
2012 “
The Study of Metaphor as Part of Critical Discourse Analysis.”
Critical Discourse Studies 9(3): 301–310.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
National Democratic Institute
2018 “
No Party to Violence: Analyzing Violence against Women in Political Parties.” Last accessed December 8 2019
[URL]
Nichols, John
2018 “
The Alexandria Ocasio-Cortez Effect.”
The Nation,
August 15.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Nilsen, Ella
2018 “
It’s Official: Democrats will Control the House.”
Vox.com.
November 6 2018 Last accessed June 29, 2019:
[URL]
NowThis News
2019 “
Why Alexandria Ocasio-Cortez is Willing to Break the Mold.”
March 2. YouTube video, 3:02.
[URL]
Ocasio-Cortez, Alexandria
2018 “
The Courage to Change.”
May 30. YouTube video, 2:08.
[URL]
Ocasio-Cortez, Alexandria
(@AOC)
2019 “
I don’t even get to see all of them. Just the ones that have been flagged as particularly troubling. It happens whenever Fox gets particularly aggressive + hateful, too. Young interns have to constantly hear hateful messages (far beyond disagreement) from ppl we don’t even rep.”
Twitter,
May 29, 12:03 a.m.
[URL]
Pang, Bo, and Lillian Lee
2008 “
Opinion Mining and Sentiment Analysis.”
Foundations and Trends in Information Retrieval 2 (1–2): 1–135.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Pennebaker, James W., Richard B. Slatcher, and Cindy K. Chung
2005 “
Linguistic Markers of Psychological State through Media Interviews: John Kerry and John Edwards in 2004, Al Gore in 2000.”
Analysis of Social and Public Policy 51: 1–9.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Pennebaker, James W., Ryan L. Boyd, Kayla K. Jordan, and Kate Blackburn
2015 The Development and Psychometric Properties of LIWC2015. Austin, TX: University of Texas at Austin.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Progovac, Ljiljana, and Antonio Benitez-Buccaco
2019 “
From Physical Aggression to Verbal Behavior: Language Evolution and Self-Domestication Feedback Loop.”
Frontiers in Psychology 101.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Ramirez, Martin J., and Jose Manuel Andreu
2003 “
Aggression’s Typologies.”
Revue Internationale de Psychologie Sociale IRSP 16(3): 125–141.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Rancer, Andrew S., and Theodore A. Avtgis
2014 Argumentative and Aggressive Communication: Theory, Research, and Application. New York: Peter Lang.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Re, Gregg
2018 “
As Upstart Ocasio-Cortez Hits Cam paign Trail with Bernie Sanders, High Profile Spurs Fears of Dem Rift.”
Fox News,
July 19.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Rego, Richard
2018 “
Changing Forms and Platforms of Misogyny: Sexual Harassment of Women Journalists on Twitter.”
Media Watch 9(3): 472–485.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Reich, John W., Alex J. Zautra, and Mary Davis
2003 “
Dimensions of Affect Relationships: Models and their Integrative Implications.”
Review of General Psychology 7(1): 66–83.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Reisigl, Martin, and Ruth Wodak
2001 Discourse and Discrimination: Rhetorics of Racism and Antisemitism. New York: Routledge.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Reisigl, Martin, and Ruth Wodak
2016 “
The Discourse-Historical Approach.” In
Methods of Critical Discourse Studies, edited by
Ruth Wodak and
Michael Meyer, Third Edition, 23–61. London/CA/New Delhi: Sage.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Saville Roberts, Liz
2018 “
Foreword.” In
Violence against Women in Politics: Global Perspectives of a Global Issue, report prepared by
Shannon O’Connell and
Graeme Ramshaw. Westminster Foundation for Democracy.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Schein, Virginia E.
2001 “
A Global Look at Psychological Barriers to Women’s Progress in Management.”
Journal of Social Issues. Gender, Hierarchy and Leadership 57(4): 675–688.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Schwab, Nikki
2019 “
Ocasio-Cortez Says she once Acted like a “White Dude” to Fit in.”
New York Post,
February 27.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Shuman, Vera, Elizabeth Clark-Polnera, Ben Meuleman, David Sander, and Klaus R. Scherer
2015 “
Emotion Perception from a Componential Perspective.”
Cognition & Emotion 37(1): 47–56.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Singman, Brooke
2018 “
Ocasio-Cortez Wins House Seat, Becoming Youngest Woman Elected to Congress.”
Fox News,
November 6.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Stickles, Nisha, and Barbara Corbellini Duarte
2019 “
Exclusive: Alexandria Ocasio-Cortez explains what democratic socialism means to her.”
Business Insider,
March 4.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Strachan, Cherie, Lori Poloni-Staudinger, Shannon Jenkins, and Candice Ortbals
2020 Why don’t Women Rule the World? Understanding Women’s Civic and Political Choices. London: Sage.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Tarlo, Shira
2018 “
Fox News is freaking out over Alexandria Ocasio-Cortez’s victory.”
Salon.
June 28.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Taylor, Sarah
2018 “
Obama sends out official endorsement list – and one socialist sweetheart in particular is missing.”
The Blaze,
August 1.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
The Women Candidate Tracker
2018 “
One hundred twenty-five were elected to office.”
Politico.com.
November 28.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Thelwall, Mike, Kevan Buckley, and Georgios Paltoglou
2012 “
Sentiment Strength Detection for the Social Web.”
Journal of the American Society for Information Science and Technology 63(1): 163–173.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Tremblay, Manon
2007 “
Democracy, Representation, and Women: A Comparative Analysis.”
Democratization 14(4): 533–553.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
United Nations Women
2018 “
Violence against Women in Politics: Expert Group Meeting Report and Recommendations.”
March 8–9. Last accessed May 8 2019:
[URL]
United States House of Representatives
2019 Proposal 109 introduced by Rep. Alexandria Ocasio-Cortez. “Recognizing the duty of the Federal Government to create a Green New Deal.” Last accessed July 29, 2019.
[URL]
Unites States Senate
2019 Proposal 1129. Introduced April 10, 2019 by S. Bernie Sanders. “Medicare for All Act of 2019”. Last accessed July 29, 2019.
[URL]
van Leeuwen, Theo
2008 Discourse and Practice. New Tools for Critical Discourse Analysis. Oxford University Press.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wehner, Peter
2015 “
Have Democrats Pulled too Far Left?”
New York Times,
May 27.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wodak, Ruth
2009 “
Critical Discourse Analysis: History, Agenda, Theory and Methodology.” In
Methods for Critical Discourse Analysis, Second Revised Edition, edited by
Ruth Wodak and
Michael Meyer, 1–33. London: Sage.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wodak, Ruth
2011 The Discourse of Politics in Action: Politics as Usual, Second Edition. UK: Palgrave Macmillan.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wodak, Ruth
2013 Critical Discourse Analysis. London: Sage.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wodak, Ruth
2015 The Politics of Fear. What Right-Wing Populist Discourses Mean. London: Sage.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wolfson, Nessa
1986 “
The Bulge: A Theory of Speech Behavior and Social Distance.”
WPEL Working Papers in Educational Linguistics 2(1): 55–83.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Wu, Nicholas
2019 “
Passive Aggression. It’s a Lifestyle: Ocasio-Cortez Responds to a GOP Congressional Critic.”
USA Today,
July 30.
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Xiang, Zheng, Zvi Schwartz, John H. Gerdes, and Muzaffer, Uysal M.
2015 “
What can Big Data and Text Analytics Tell us about Hotel Guest Experience and Satisfaction?”
International Journal of Hospitality Management 441: 120–130.
![DOI logo](https://benjamins.com/logos/doi-logo.svg)
![Google Scholar](https://benjamins.com/logos/google-scholar.svg)
Cited by
Cited by 2 other publications
Esposito, Eleonora
2021.
Introduction.
Journal of Language Aggression and Conflict 9:1
► pp. 1 ff.
![DOI logo](//benjamins.com/logos/doi-logo.svg)
Esposito, Eleonora & Sole Alba Zollo
This list is based on CrossRef data as of 27 april 2021. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers.
Any errors therein should be reported to them.