Cited by 13Social Media and PoliticsMisinformation and Its ImpactsMedia Influence and Politics

An Examination of the Impact of Astroturfing on Nationalism: A Persuasion Knowledge Perspective

Open access
Henrie, Kenneth M., Gilde, Christian·2019·Social Sciences

Abstract

One communication approach that lately has become more common is astroturfing, which has been more prominent since the proliferation of social media platforms. In this context, astroturfing is a fake grass-roots political campaign that aims to manipulate a certain audience. This exploratory research examined how effective astroturfing is in mitigating citizens’ natural defenses against politically persuasive messages. An experimental method was used to examine the persuasiveness of social media messages related to coal energy in their ability to persuade citizens’, and increase their level of nationalism. The results suggest that citizens are more likely to be persuaded by an astroturfed message than people who are exposed to a non-astroturfed message, regardless of their political leanings. However, the messages were not successful in altering an individual’s nationalistic views at the moment of exposure. The authors discuss these findings and propose how in a long-term context, astroturfing is a dangerous addition to persuasive communication.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.3390/socsci8020038

Cites

34 of 34 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The way social media functions encourages astroturfing by facilitating anonymity, reducing the cost of access, and boosting the viral circulation of information.

    “The way social media functions encourages this phenomenon by facilitating anonymity, reducing the cost of access, and boosting the viral circulation of information”

    From Beyond Verification| Inauthentic Authenticity: Astroturfing to Generate True Affect Using Fakery (2026) · cites this paper as Henrie & Gilde, 2019

    Section 2.2, “Digital Astroturfing,” identifies low cost and relative anonymity as advantages of online astroturfing. Section 5, “Methodology,” calls social media accounts viral in the context of recruiting survey respondents, but the paper does not establish the claimed boost to viral circulation of astroturfing information. (LLM, conf=0.83)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

2 of the 36 references couldn’t be matched to a known paper.

Research works printed but not linked: 28

  1. Apollonio, Dorie E., and Lisa A. Bero. 2007. The Creation of Industry Front Groups: The Tobacco Industry and "Get Government Off Our Back". American Journal of Public Health 97: 419-27.
  2. Albaugh, Ericka A. 2007. Language Choicein Education: A Politics of Persuasion. The Journal of Modern Africa Studies 45: 1-32.
  3. Browne, Kath. 2005. Snowball sampling: Using social networks to research non-heterosexual women. International Journal of Social Research Methodology 8: 47-60.
  4. Campbell, Margaret C., and Amna Kirmani. 2000. Consumers' Use of Persuasion Knowledge: The Effects of Accessibility and Cognitive Capacity on Perceptions of an Influence Agent. Journal of Consumer Research 27: 69-83.
  5. Chen, Yubo, and Jinhong Xie. 2008. Online Consumer Review: Word of Mouth as a New Element of Marketing Communication. Management Science 54: 477-91.
  6. Cho, Charles H., Martin L. Martens, Hakkyun Kim, and Michelle Rodrigue. 2011. Astroturfing Global Warming: It Isn't Always Greener on the Other Side of the Fence. Journal of Business Ethics 104: 571-87.
  7. Chu, Zi, Steven Gianvecchio, Haining Wang, and Sushil Jajodia. 2010. Who is tweeting on twitter: Human, bot, or cyborg? Paper presented at ACM 26th Annual Computer Security Applications Conference, Austin, TX, USA, December 6-10.
  8. Dellarocas, Chrisanthios, Michael Zhang, and Neveen Awad. 2007. Exploring the value of online product reviews in forecasting sales: The case of motion pictures. Journal of Interactive Marketing 21: 23-45.
  9. Feshbach, Seymour. 1994. Nationalism, patriotism and aggression: A clarification of functional differences. In Aggressive Behavior: Clinical Perspectives. Edited by L. Rowell Huesmann. New York: Putnam, pp. 275-91. ISBN 0306445530.
  10. Gellner, Ernest. 1983. Nations and Nationalism. Oxford: Basil Blackwater.
  11. Gellner, Ernest. 1987. Culture, Identity, and Politics. Cambridge: Cambridge University Press.
  12. Hutchinson, John, and Anthony D. Smith. 1994. Nationalism. Oxford: Oxford University Press.
  13. Issac, Matthew, and Kent Grayson. 2017. Beyond Skepticism: Can Accessing Persuasion Knowledge Bolster Credibility? Journal of Consumer Research 43: 895-912.
  14. Kirmani, Amna, and Rui Zhu. 2007. Vigilant Against Manipulation: The Effect of Regulatory Focus on the Use of Persuasion Knowledge. Journal of Marketing Research 44: 688-701.
  15. Lyon, Thomas P., and John W. Maxwell. 2004. Astroturf: Interest Group Lobbying and Corporate Strategy. Journal of Economics & Management Strategy 13: 561-97.
  16. Mackie, Gerry. 2009. Astroturfing Infotopia. Theoria: A Journal of Social & Political Theory 56: 30-56.
  17. Mattingly, James E. 2006. Radar Screens, Astroturf, and Dirty Work: A Qualitative Exploration of Structure and Process in Corporate Political Action. Business and Society Review 111: 193-221.
  18. Miller, David. 1995. On Nationality. Oxford: Oxford University Press.
  19. Mummendey, Amélie, Andreas Klink, and Rupert Brown. 2001. Nationalism and patriotism: National Identification and Outgroup Rejection. British Journal of Social Psychology 40: 159-72.
  20. Petty, Richard E., and John T. Cacioppo. 1990. Involvement and Persuasion: Tradition Versus Integration. Psychological Bulletin 107: 367-74.
  21. Quandt, Thorsten. 2012. What's Left of Trust in a Network Society? An Evolutionary Model and Critical Discussion of Trust and Societal Communication. European Journal of Communication 27: 7-21.
  22. Senecal, Sylvian, and Jacques Nantel. 2004. The Influence of Online Product Recommendations on Consumers' Online Choices. Journal of Retailing 80: 159-69.
  23. Stajano, Frank, and Paul Wilson. 2011. Understanding scam victims: Seven principles for systems security. Communications of the ACM 54: 70-75.
  24. Smith, Anthony D. 1981. The Ethnic Revival. Cambridge: Cambridge Press.
  25. Strutton, David, James R. Lumpkin, and Lou E. Pelton. 1995. Personality characteristics and salespeople's choice of coping strategies. Journal of the Academy of Marketing Science 23: 132-40.
  26. Tsoukalas, Theodore, and Stanton A. Glantz. 2003. The Duluth Clean Indoor Air Ordinance: Problems and Success in Fighting the Tobacco Industry at the Local Level in the 21st Century. American Journal of Public Health 98: 1214-21.
  27. Zboja, Jim, Ronald Clark, and Diana Haytko. 2015. An Offer You Can't Refuse: Consumer Perceptions of Sales Pressure. Journal of the Academy of Marketing Science 44: 806-21.
  28. Zhang, Jerry, Darrell Carpenter, and Myun Ko. 2013. Online Astroturfing: A Theoretical Perspective. Paper presented at Nineteenth Americas Conference on Information Systems, Chicago, IL, USA, August 15-17.

Cited by

Sorted by citations

Authors
Henrie, K. M., & Gilde, C.
Affiliations
  • Champlain College (US)
  • University of Montana Western (US)
Corresponding author
Henrie, Kenneth M.
Venue
Social Sciences
Publisher
MDPI AG
Published
2019-01-28
Volume
8
Issue
2
Pages
38
ISSN
2076-0760 (ISSN-L)
OpenAlex
W2914098716
Cited by
12
References
36
Citations by year
2026: 4 · 2025: 1 · 2023: 1 · 2022: 4 · 2021: 2
FWCI
3.18
Type
journal article
Language
en
Open access
Locations
  • Social Sciences (publishedVersion, cc-by)
  • RePEc: Research Papers in Economics (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Topics
  • Social Sciences › Communication › Social Media and Politics
  • Social Sciences › Sociology and Political Science › Misinformation and Its Impacts
  • Social Sciences › Sociology and Political Science › Media Influence and Politics
Keywords
astroturfing, nationalism, persuasion, persuasion knowledge, social media, political communication, coal energy, political persuasion

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review