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A study on the presentation of China’s COVID-19 news in American mainstream media: party logic and mirror image effect hypothesis
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  • Published: 12 February 2026

A study on the presentation of China’s COVID-19 news in American mainstream media: party logic and mirror image effect hypothesis

  • Cunling Gao1 &
  • Jiashuo Fan2 

Humanities and Social Sciences Communications , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Cultural and media studies
  • Politics and international relations

Abstract

This study investigates the partisan tendencies of CNN (Cable News Network) and Fox News (Fox Broadcasting Company) in their reporting on China’s COVID-19 pandemic throughout the stages of the 2020 U.S. presidential election. Guided by framing and gatekeeping theories to design coding rules, this study conducted a quantitative content analysis of 196 text news reports on the COVID-19 pandemic in China published between January 2020 and May 2021 on CNN and Fox News. The Mantel-Haenszel chi-square test, one-way ANOVA test, and least significant difference test were employed for the analysis. The findings indicate that both CNN and Fox News had an overall negative bias in their coverage; however, there was a discernible and increasingly negative trend in CNN’s coverage of China’s COVID-19 pandemic (p < 0.05). CNN’s tone transitioned from relatively positive before the 2020 U.S. presidential election to sharply negative after President Biden’s victory (p < 0.05), whereas Fox News maintained a consistently negative tone and significantly reduced its coverage. These patterns suggest that partisan logic strongly shapes international crisis reporting strategies. During this period, trust in domestic health institutions and the government declined among Republican-leaning Americans and increased among Democrat-leaning Americans. The study proposes the “mirror image effect hypothesis” to interpret these dynamics: the media strategically narrates international news to prompt reflection on domestic situations, thereby influencing public perceptions. This hypothesis highlights the need for ethical guidelines that go beyond partisan interest in international crisis reporting and highlights the importance of including international news literacy in media education.

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Data availability

The data and Python code that support the findings of this study are publicly available on https://zenodo.org/records/15333727, Zenodo.

References

  • Alshahrani A (2021) A frame analysis of the language used by eight US media to describe the role of China and Chinese in spreading Covid-19 during late January to early June 2020. J Lang Linguistic Stud 17(S2):1129–1140. https://doi.org/10.17263/jlls.904136

    Google Scholar 

  • Altheide DL, Snow RP (1979) Media Logic: La logia dei media. Sage, New York

  • Altheide DL, Snow RP (1991) Media worlds in the postjournalism era. Walter de Gruyter, Inc., Berlin

  • Boudana S (2011) A definition of journalistic objectivity as a performance. Media, Cult Soc 33(3):385–398. https://doi.org/10.1177/0163443710394899

    Google Scholar 

  • Cadier D (2024) Foreign policy as the continuation of domestic politics by other means: Pathways and patterns of populist politicization. Foreign policy Anal 20(1):orad035. https://doi.org/10.1093/fpa/orad035

    Google Scholar 

  • Chang TK (1988) The news and US-China policy: symbols in newspapers and documents. Journalism Q 65(2):320–327. https://doi.org/10.1177/107769908806500209

    Google Scholar 

  • Che Y, Lu Y, Pierce JR, Schott PK, Tao Z (2022) Did trade liberalization with China influence US elections? J Int Econ 139: 103652. https://doi.org/10.1016/j.jinteco.2022.103652

    Google Scholar 

  • Chiang CF, Knight B (2011) Media bias and influence: Evidence from newspaper endorsements. Rev Econ Stud 78(3):795–820. https://doi.org/10.3386/w14445

    Google Scholar 

  • Coe K, Tewksbury D, Bond BJ, Drogos KL, Porter RW, Yahn A, Zhang Y (2008) Hostile news: Partisan use and perceptions of cable news programming. J Commun 58(2):201–219. https://doi.org/10.1111/j.1460-2466.2008.00381.x

    Google Scholar 

  • Cohen J (1960) A coefficient of agreement for nominal scales. Educ Psychol Meas 20(1):37–46. https://doi.org/10.1177/001316446002000104

    Google Scholar 

  • Collins S (2004) Crazy Like a Fox: The Inside Story of How Fox News Beat CNN. Penguin Press, New York

  • Cooley CH (2017) Human nature and the social order. Routledge, London

  • DellaVigna S, Kaplan E (2007) The Fox News effect: media bias and voting. Q J Econ 122(3):1187–1234

    Google Scholar 

  • Druckman JN, Parkin M (2005) The impact of media bias: How editorial slant affects voters. The Journal of Politics 67(4):1030-1049. https://doi.org/10.1111/j.1468-2508.2005.00349.x

  • Entman RM (1993) Framing: Toward clarification of a fractured paradigm. J Commun 43(4):51–58. https://doi.org/10.1111/j.1460-2466.1993.tb01304.x

    Google Scholar 

  • Ensor K (2018) The partisan delivery of news: A content analysis of CNN and Fox. Johnson & Wales University, ScholarsArchive@ JWU.[online] 16(11):2018. https://scholarsarchive.jwu.edu/student_scholarship/33

  • Freedman A (2005) SARS and regime legitimacy in China. Asian Aff 36:169–180. https://doi.org/10.1080/0306837050013612

    Google Scholar 

  • Funk C, Tyson A, Pasquini G, Spencer A (2022) Americans reflect on nation’s COVID-19 response. Pew Research Center. https://www.pewresearch.org/science/2022/07/07/americans-reflect-on-nations-covid-19-response/. Accessed 7 July 2022

  • Gan N, Xiong Y, Mackintosh E (2020) China confirms new coronavirus can spread between humans. CNN. https://www.cnn.com/2020/01/19/asia/china-coronavirus-spike-intl-hnk/index.html. Accessed 19 January 2020

  • Gerber AS, Karlan D, Bergan D (2009) Does the media matter? A field experiment measuring the effect of newspapers on voting behavior and political opinions. Am Econ J Appl Econ 1(2):35–52. https://doi.org/10.1257/app.1.2.35

    Google Scholar 

  • Gitlin T (2003) The whole world is watching: Mass media in the making and unmaking of the new left. Univ of California Press, Oakland

  • Glover K (2011) Analysis of CNN and The Fox News Networks’ framing of the Muslim Brotherhood during the Egyptian revolution in 2011. Elon J Undergrad Res Commun 2(2):125–134

    Google Scholar 

  • Grossmann M, Hopkins DA (2018) From Fox News to viral views: The influence of ideological media in the 2018 elections. In the forum. De Gruyter, Berlin, 551-571

  • Gurevitch M, Levy MR (2005) The global newsroom: Convergences and diversities in the globalization of television news. In Communication and Citizenship. Routledge, London, 195–216

  • Ha L, Yang Y, Ray R, Matanji F, Chen P, Guo K, Lyu N (2020) How US and Chinese media cover the US–China trade conflict: A case study of war and peace journalism practice and the foreign policy equilibrium hypothesis. Negotiation and Conflict Management Research. 14(3). https://doi.org/10.34891/w62z-5g51

  • Hafez K (2004) The Iraq War 2003 in western media and public opinion: a case study of the effects of military (non-) involvement on conflict perception. Global Media Journal 2(5)

  • Hallin DC (1989) The uncensored war: The media and Vietnam. Univ of California Press, Oakland

  • Huang Y, Leung C (2005) Western-led press coverage of Mainland China and Vietnam during the SARS crisis: Reassessing the concept of ‘media representation of the other. Asian J Commun 15:302–318. https://doi.org/10.1080/01292980500261621

    Google Scholar 

  • Jia W, Lu F (2021) US media’s coverage of China’s handling of COVID-19: Playing the role of the fourth branch of government or the fourth estate? Glob Media China 6(1):8–23. https://doi.org/10.1177/2059436421994003

    Google Scholar 

  • Kobayashi T, Zhang Z, Liu L (2024) Is Partisan Selective Exposure an American Peculiarity? A Comparative Study of News Browsing Behaviors in the United States, Japan, and Hong Kong. Communication Research 0(0). https://doi.org/10.1177/00936502241289109

  • Kim J (2010) Ends of empire: Asian American critique and the Cold War. University of Minnesota Press, Minneapolis

  • Ladd JM, Lenz GS (2009) Exploiting a rare communication shift to document the persuasive power of the news media. Am J Political Sci 53(2):394–410. https://www.jstor.org/stable/25548125

    Google Scholar 

  • Leong KJ (2005) The China Mystique: Pearl S. Buck, Anna May Wong, Mayling Soong, and the Transformation of American Orientalism. Univ of California Press, Oakland

  • Levi B, Matthew G, Jesse M (2024) Shapiro; cross-country trends in affective polarization. Rev Econ Stat 106(2):557–565. https://doi.org/10.1162/rest_a_01160

    Google Scholar 

  • Liss A (2003) Images of China in the American print media: a survey from 2000 to 2002. J Contemp China 12(35):299–318. https://doi.org/10.1080/1067056022000054614

    Google Scholar 

  • Lizza R (2016) Donald Trump’s hostile takeover of the G.O.P. The New Yorker. https://www.newyorker.com/news/daily-comment/donald-trumps-hostile-takeover-of-the-g-o-p. Accessed 28 January 2016

  • Lu Y, Shao X, Tao Z (2018) Exposure to Chinese imports and media slant: evidence from 147 US local newspapers over 1998–2012. J Int Econ 114:316–330. https://doi.org/10.1016/j.jinteco.2018.07.004

    Google Scholar 

  • Mach KJ, Salas Reyes R, Pentz B, Taylor J, Costa CA, Cruz SG, Klenk N (2021) News media coverage of COVID-19 public health and policy information. Humanities and Social Sciences Communications 8(1). https://doi.org/10.1057/s41599-021-00900-z

  • Mark J, Amy M, Elisa S, Mason W (2020) U.S. media polarization and the 2020 election: A nation divided. Pew Research Center. https://www.pewresearch.org/journalism/2020/01/24/u-s-media-polarization-and-the-2020-election-a-nation-divided/. Accessed 24 January 2020

  • Mazzoleni G (1987) Media logic and party logic in campaign coverage: the Italian general election of 1983. Eur J Commun 2(1):81–103. https://doi.org/10.1177/0267323187002001005

    Google Scholar 

  • McBeth MK, Tokle RJ, Schaefer S (2018) Media narratives versus evidence in economic policy making: The 2008–2009 financial crisis. Soc Sci Q 99(2):791–806. https://doi.org/10.1111/ssqu.12456

    Google Scholar 

  • McQuail D (2010) McQuail’s mass communication theory. Sage Publications, Washington DC

  • Miskimmon A, O’loughlin B, Roselle L (2014) Strategic narratives: Communication power and the new world order. Routledge, London

  • Morris JS (2007) Slanted objectivity? Perceived media bias, cable news exposure, and political attitudes. Soc Sci Q 88(3):707–728. https://www.jstor.org/stable/42956218

    Google Scholar 

  • Mullainathan S, Shleifer A (2005) The market for news. Am Econ Rev 95(4):1031–1053. https://www.jstor.org/stable/4132704

    Google Scholar 

  • Mu J, Zhao H, Yang G (2021) A critical discourse analysis of reports about China on the COVID-19 pandemic in The New York Times. Open Access Libr J 8(8):1–16

    Google Scholar 

  • PARKINSON SE (2024) Unreported realities: the political economy of media-sourced data. Am Political Sci Rev 118(3):1527–1532. https://doi.org/10.1017/S0003055423001181

    Google Scholar 

  • Roselle L, Miskimmon A, O’loughlin B (2014) Strategic narrative: a new means to understand soft power. Media, war Confl 7(1):70–84. https://doi.org/10.1177/1750635213516696

    Google Scholar 

  • Ruigrok N, Van Atteveldt W (2007) Global angling with a local angle: How US, British, and Dutch newspapers frame global and local terrorist attacks. Harv Int J Press/Politics 12(1):68–90. https://doi.org/10.1177/1081180X06297436

    Google Scholar 

  • Scott K (2021) How we know the drop in Trump’s approval rating in January reflected a real shift in public opinion https://www.pewresearch.org/short-reads/2021/01/20/how-we-know-the-drop-in-trumps-approval-rating-in-january-reflected-a-real-shift-in-public-opinion/ Accessed 20 January 2021

  • Segev E (2015) International news flow online: Global views with local perspectives. Peter Lang Publishing, Lausanne

  • Shoemaker PJ, Vos T (2009). Gatekeeping theory. Routledge, London

  • Wang G, Liu Y, Tu S (2023) Discursive use of stability in New York Times’ coverage of China: a sentiment analysis approach. Humanit Soc Sci Commun 10:666. https://doi.org/10.1057/s41599-023-02165-0

    Google Scholar 

  • Stroud NJ (2008) Media use and political predispositions: revisiting the concept of selective exposure. Political Behav 30:341–366. https://www.jstor.org/stable/40213321

    Google Scholar 

  • Subotić J (2016) Narrative, ontological security, and foreign policy change. Foreign policy Anal 12(4):610–627. https://doi.org/10.1111/fpa.12089

    Google Scholar 

  • Szostek J (2018) News media repertoires and strategic narrative reception: a paradox of dis/belief in authoritarian Russia. N media Soc 20(1):68–87. https://doi.org/10.1177/1461444816656638

    Google Scholar 

  • Vallone RP, Ross L, Lepper MR (1985) The hostile media phenomenon: biased perception and perceptions of media bias in coverage of the Beirut massacre. J Personal Soc Psychol 49(3):577. https://doi.org/10.1037/0022-3514.49.3.577

    Google Scholar 

  • Van Aelst P, Maddens B, Noppe J, Fiers S (2008) Politicians in the news: Media or party logic? Media attention and electoral success in the Belgian election campaign of 2003. Eur J Commun 23(2):193–210. https://doi.org/10.1177/0267323108089222

    Google Scholar 

  • Wanta W, Golan G, Lee C (2004) Agenda setting and international news: Media influence on public perceptions of foreign nations. Journalism Mass Commun Q 81(2):364–377. https://doi.org/10.1177/107769900408100209

    Google Scholar 

  • Wang ML (1991) Who is dominating whose ideology: New York Times reporting on China. Asian J Commun 2:51–69. https://doi.org/10.1080/01292989109359540

    Google Scholar 

  • Westcott B, Wang SS (2020) The coronavirus pandemic began in China. Today, it reported no new local infections for the first time. CNN. https://www.cnn.com/2020/03/19/asia/coronavirus-covid-19-update-china-intl-hnk/index.html. Accessed 19 March 2020

  • Wu G, Deng S (2010) Mass media and ideology: analysis of Tibet March 14th event reported by the Western press. J Hunan Norm Univ 4:136–139

    Google Scholar 

  • Wu M (2021) Ownership, partisanship and media slant: Evidence from the US media during the Sino-US trade conflict. https://wumengecon.github.io/files/jmp.pdf

  • Zhou R, Qin S (2020) A critical discourse analysis of news reports on Sino-US trade war in “The New York Times. Engl Lang Teach 13(10):85–98. https://doi.org/10.5539/elt.v13n10p85

    Google Scholar 

  • Zhang Y, Trifiro B (2022) Who portrayed it as “the Chinese virus”? An analysis of the multiplatform partisan framing in US news coverage about China in the COVID-19 pandemic. Int J Commun 16:24. https://ijoc.org/index.php/ijoc/article/view/17916

    Google Scholar 

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Acknowledgements

We are grateful for Professor Xiao Xizhu for her guidance on grammar and text editing and Springer Nature Author Services.

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Authors and Affiliations

  1. Qingdao University, Qingdao, China

    Cunling Gao

  2. Shenyang City University, Shenyang, China

    Jiashuo Fan

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Cunling wrote the main manuscript text and Jiashuo collected data and completed the analysis. All authors reviewed the manuscript.

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Correspondence to Jiashuo Fan.

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Gao, C., Fan, J. A study on the presentation of China’s COVID-19 news in American mainstream media: party logic and mirror image effect hypothesis. Humanit Soc Sci Commun (2026). https://doi.org/10.1057/s41599-026-06650-0

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  • Received: 18 November 2024

  • Accepted: 29 January 2026

  • Published: 12 February 2026

  • DOI: https://doi.org/10.1057/s41599-026-06650-0

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