Who set the narrative? Assessing the influence of Chinese global media on news coverage of COVID-19 in 30 African countries

Abstract

The size of China’s State-owned media’s operations in Africa has grown significantly since the early 2000s. Previous research on the impact of increased Sino-African mediated engagements has been inconclusive. Some researchers hold that public opinion toward China in African nations has been improving because of the increased media presence. Others argue that the impact is rather limited, particularly when it comes to affecting how African media cover China-related stories. This article contributes to this debate by exploring the extent to which news media in 30 African countries relied on Chinese news sources to cover China and the COVID-19 outbreak during the first-half of 2020. By computationally analyzing a corpus of 500,000 written news stories, this paper shows that, compared to other major global players (e.g. Reuters, AFP), content distributed by Chinese media (e.g. Xinhua, China Daily) is much less likely to be used by African news organizations, both in English and French speaking countries. The analysis also reveals a gap in the prevailing themes in Chinese and African media’s coverage of the pandemic. The implications of these findings for the sub-field of Sino-African media relations, and the study of global news flows are discussed.

Keywords

Big data China-Africa computational text analysis intermedia agenda setting news agencies Xinhua

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References

Alden

Large

de Oliveira

R. S.

(Eds.). (2008). China returns to Africa: A rising power and a continent embrace. Columbia University Press.

Associated Press. (2018, March 7). AP expands China video news offering with CCTV+ collaboration. https://www.ap.org/press-releases/2018/ap-expands-china-video-news-offering-with-cctv-collaboration

Bailard

C. S.

(2016). China in Africa: An analysis of the effect of Chinese media expansion on African public opinion. The International Journal of Press/politics, 21(4), 446–471. https://doi.org/10.1177/1940161216646733

Barberá

Boydstun

A. E.

Linn

McMahon

Nagler

(2020). Automated text classification of news articles: A practical guide. Political Analysis, 29(1), 19–42. https://doi.org/10.1017/pan.2020.8

Benoit

Watanabe

Wang

Nulty

Obeng

Müller

Matsuo

(2018). quanteda: An R package for the quantitative analysis of textual data. Journal of Open Source Software, 3(30), Article 774. https://doi.org/10.21105/joss.00774

Boyd-Barrett

(1980). The international news agencies. Constable.

Boyd-Barrett

(2000). National and International News Agencies Issues of Crisis and Realignment. International Communication Gazette, 62(1), 5–18. https://doi.org/10.1177/0016549200062001001

Chan

C.-H.

Sältzer

(2020). oolong: Create validation rests for automated content analysis (Version 0.3.10) [R package]. https://github.com/chainsawriot/oolong

Cushion

Lewis

(Eds.). (2010). The rise of 24-hour news television: Global perspectives. Peter Lang.

10.

De Grove

Boghe

De Marez

. (2020). (What) can journalism studies learn from supervised machine learning? Journalism Studies, 21(7), 912–927. https://doi.org/10.1080/1461670X.2020.1743737

11.

Diakon

Röschenthaler

(2016). The Chinese presence in the Malian mediascape. Journal of African Cultural Studies, 29(1), 96–113. https://doi.org/10.1080/13696815.2016.1241705

12.

Domatob

J. K.

(1988). The challenge before African media. India International Centre Quarterly, 15(1), 79–94.

13.

Gabore

S. M.

(2020). Western and Chinese media representation of Africa in COVID-19 news coverage. Asian Journal of Communication, 30(5), 299–316. https://doi.org/10.1080/01292986.2020.1801781

14.

Gorfinkel

Joffe

Van Staden

Y.-S.

(2014). CCTV’s global outreach: Examining the audiences of China’s “new voice” on Africa. Media International Australia, 151(1), 81–88. https://doi.org/10.1177/1329878X1415100111

15.

Guo

(2019). Media agenda diversity and intermedia agenda setting in a controlled media environment: A computational analysis of China’s online news. Journalism Studies, 20(16), 2460–2477. https://doi.org/10.1080/1461670X.2019.1601029

16.

Guo

Vargo

C. J.

(2020). Predictors of international news flow: Exploring a networked global media system. Journal of Broadcasting & Electronic Media, 64(3), 418–437. https://doi.org/10.1080/08838151.2020.1796391

17.

Guyo

A. G.

(2019). How is the performance of Chinese news media in Kenya? An analysis of perceived audience reception and motivation. New Media and Mass Communication, 79, 54–67. https://doi.org/10.7176/NMMC/79-06

18.

Hamelink

C. J.

(2015). Global Communication. SAGE.

19.

Hannah

(2018). Free flow versus fair flow: Revisiting the new world information and communication order debates in the global era. Journalism, 22(1), 248–264. https://doi.org/10.1177/1464884918773553

20.

Heim

(2013). Framing the 2008 Iowa democratic caucuses: Political blogs and second-level intermedia agenda setting. Journalism & Mass Communication Quarterly, 90(3), 500–519. https://doi.org/10.1177/1077699013493785

21.

Hernández

Madrid-Morales

(2020). Diversifying voice, democratizing the news? A content analysis of citizen news sources in Spanish-language international broadcasting. Journalism Studies, 21(8), 1076–1092. https://doi.org/10.1080/1461670X.2020.1734857

22.

Jacobs

(2012, August 16). China’s news media are making inroads in Africa. The New York Times. http://www.nytimes.com/2012/08/17/world/africa/chinas-news-media-make-inroads-in-africa.html

23.

Kananovich

(2018). Framing the taxation-democratization link: An automated content analysis of cross-national newspaper data. The International Journal of Press/Politics, 23(2), 247–267. https://doi.org/10.1177/1940161218771893

24.

Keane

(2016). Going global or going nowhere? Chinese media in a time of flux. Media International Australia, 159(1), 13–21. https://doi.org/10.1177/1329878X16638937

25.

Kim

Gonzenbach

W. J.

Vargo

C. J.

Kim

(2016). First and second levels of intermedia agenda setting: Political advertising, newspapers, and Twitter during the 2012 U.S. presidential election. International Journal of Communication, 10, 4550–4569.

26.

Lee

P. S.

(2016). The rise of China and its contest for discursive power. Global Media and China, 1(1–2), 102–120. https://doi.org/10.1177/2059436416650549

27.

Leetaru

(2013). The GDELT global knowledge graph (GKG). http://gdeltproject.org/

28.

Lewis

S. C.

Zamith

Hermida

(2013). Content analysis in an era of Big Data: A hybrid approach to computational and manual methods. Journal of Broadcasting & Electronic Media, 57(1), 34–52. https://doi.org/10.1080/08838151.2012.761702

29.

(2017). Mediatized China-Africa relations. Palgrave Macmillan. https://doi.org/10.1007/978-981-10-5382-5

30.

Madrid-Morales

(2018). African news with Chinese characteristics: A case study of CGTN Africa [Doctoral dissertation]. City University of Hong Kong. http://lbms03.cityu.edu.hk/theses/ftt/phd-com-23837390.pdf

31.

Madrid-Morales

(2020). Using computational text analysis tools to study African online news content. African Journalism Studies, 41(4), 68–82. https://doi.org/10.1080/23743670.2020.1820885

32.

Madrid-Morales

Gorfinkel

(2018). Narratives of contemporary Africa on China Global Television Network’s documentary series Faces of Africa. Journal of Asian and African Studies, 53(6), 917–931. https://doi.org/10.1177/0021909618762499

33.

Madrid-Morales

Wasserman

(2018). Chinese media engagement in South Africa: What is its impact on local journalism? Journalism Studies, 9(8), 1218–1235. https://doi.org/10.1080/1461670X.2016.1266280

34.

Madrid-Morales

Wasserman

(2020, September 12). An audience analysis of China’s external communication activities in Kenya, Nigeria and South Africa [Conference session]. China’s External Communication and Relationship Building in the 21st Century Conference, Ningbo, China.

35.

McCombs

M. E.

(2004). Setting the agenda: The mass media and public opinion. Polity Press.

36.

McKenzie

(2012, September 25). Chinese media make inroads into Africa. CNN. http://edition.cnn.com/2012/09/05/business/china-africa-cctv-media/index.html

37.

Mihoubi

(2019). La stratégie d’implantation de Radio Chine internationale (RCI) en Afrique sahélienne (China Radio International’s (CRI) growth strategy in Africa’s Sahel region). Norois, 252, 89–102. https://doi.org/10.4000/norois.9420

38.

Nicholls

(2019). Detecting textual reuse in news stories, at scale. International Journal of Communication, 13, Article 25.

39.

Nyirongo

(2020). From watchdog to lapdog: Political influence of China on news reporting in Malawi. Afrika Focus, 33(2), 27–48. https://doi.org/10.21825/af.v33i2.17575

40.

Padovani

Nordenstreng

(2005). From NWICO to WSIS: Another world information and communication order? Introduction. Global Media and Communication, 1(3), 264–272. https://doi.org/10.1177/1742766505058123

41.

Paterson

(1994). Who owns TV images from Africa? Issue: A Journal of Opinion, 22(1), 15–18.

42.

Paterson

(2011). The international television news agencies: The world from London. Peter Lang.

43.

Paterson

(2013). Information flows in sub-Saharan Africa. Sur Le Journalisme, about Journalism, Sobre Jornalismo, 2(1), 80–87.

44.

Paterson

(2016). New imperialisms, old stereotypes. In Bunce

Franks

Paterson

(Eds.), Africa’s media image in the 21st century: From the “heart of darkness” to “Africa rising” (pp. 214–222). Routledge.

45.

Pradet

(1963). La Russie sovietique et la Chine en Afrique: Beaucoup de propaganda, peu d’aide (Soviet Russia and China in Africa: Plenty of propaganda, little aid). Creátions de presse.

46.

Řehák

(2016). China-Kenya relations: Analysis of the Kenyan news discourse. Modern Africa: Politics, History and Society, 4(2), 85–115.

47.

Roberts

M. E.

Stewart

B. M.

Tingley

(2019). stm: R package for structural topic models. Journal of Statistical Software, 91(2), 1–40. https://doi.org/10.18637/jss.v091.i02

48.

Robinson

(2002). The CNN effect: The myth of news media, foreign policy and intervention. Routledge.

49.

Serwornoo

M. Y. W.

(2019a). Postcolonial trajectories of foreign news selection in the Ghanaian Press. Journalism Studies, 20(9), 1357–1375. https://doi.org/10.1080/1461670X.2018.1519637

50.

Serwornoo

M. Y. W.

(2019b). The coverage of Africa in Ghanaian newspapers: The dominant Western voice in the continent’s coverage. Journalism. Advance online publication. https://doi.org/10.1177/1464884919887311

51.

Skjerdal

Gusu

(2016). Positive portrayal of Sino-African relations in the Ethiopian Press. In Zhang

Wasserman

Mano

(Eds.), China’s media and soft power in Africa (pp. 149–161). Palgrave Macmillan. https://doi.org/10.1057/9781137539670_11

52.

Tomlinson

(2002). Cultural imperialism a critical introduction. Continuum.

53.

Trilling

Jonkman

J. G. F.

(2018). Scaling up content analysis. Communication Methods and Measures, 12(2–3), 158–174. https://doi.org/10.1080/19312458.2018.1447655

54.

Umejei

(2018). Hybridizing journalism: Clash of two “journalisms” in Africa. Chinese Journal of Communication, 11(3), 344–358. https://doi.org/10.1080/17544750.2018.1473266

55.

Vogler

Udris

Eisenegger

(2020). Measuring media content concentration at a large scale using automated text comparisons. Journalism Studies, 21(11), 1459–1478. https://doi.org/10.1080/1461670X.2020.1761865

56.

Wasserman

(2015). South Africa and China as BRICS partners: Media perspectives on geopolitical shifts. Journal of Asian and African Studies, 50(1), 109–123. https://doi.org/10.1177/0021909613514191

57.

Wasserman

(2016). China’s “soft power” and its influence on editorial agendas in South Africa. Chinese Journal of Communication, 9(1), 8–20. https://doi.org/10.1080/17544750.2015.1049953

58.

Wasserman

Madrid-Morales

(2018). How influential are Chinese media in Africa? An audience analysis in Kenya and South Africa. International Journal of Communication, 12, 2212–2231.

59.

Welbers

van Atteveldt

(2021). RNewsflow: Tools for Comparing Text Messages Across Time and Media (1.2.6). https://cran.r-project.org/package=RNewsflow

60.

Wijffels

(2020). udpipe: Tokenization, parts of speech tagging, lemmatization and dependency parsing with the “UDPipe” “NLP” toolkit (0.8.5). https://CRAN.R-project.org/package=udpipe

61.

Xiang

(2018). China in Africa: Refiguring centre-periphery media dynamics. In Thussu

D. K.

de Burgh

Shi

(Eds.), China’s media go global (pp. 213–229). Routledge.

62.

Xin

(2009). Xinhua news agency in Africa. Journal of African Media Studies, 1(3), 363–377. https://doi.org/10.1386/jams.1.3.363/1

63.

Yeboah-Banin

A. A.

Tietaah

Akrofi-Quarcoo

(2019). A chink in the charm? A framing analysis of coverage of Chinese aid in the Ghanaian media. African Journalism Studies, 0(0), 1–14. https://doi.org/10.1080/23743670.2019.1610781

64.

Zhang

(2013). How ready is China for a China-style world order? China’s state media discourse under construction. Ecquid Novi: African Journalism Studies, 34(3), 79–101. https://doi.org/10.1080/02560054.2013.834834

65.

Zhang

Wasserman

Mano

(Eds.). (2016). China’s media and soft power in Africa: Promotion and perceptions. Palgrave Macmillan.

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