Data journalism and audience engagement: Introduction to the special issue

Aitamurto T Sirkkunen E Lehtonen P (2011) Trends in data journalism. In: Sirkkunen E (ed). Espoo: VTT. Available at: https://research.tuni.fi/uploads/2020/02/6bc2c8cd-d3.2.1.2.b_hyperlocal_trends_in-data_journalism.pdf

Anderson B Borges-Rey E (2019) Encoding the UX: user interfaceas a site of encounter between data journalists and their constructed audiences. Digital Journalism 7: 1253–1269. DOI: 10.1080/21670811.2019.1607520.

Appelgren E (2017) An illusion of interactivity: the paternalistic side of data journalism. Journalism Practice 12(3): 308–325.

Appelgren E Jönsson AM (2021) Engaging citizens for climate change—challenges for journalism. Digital Journalism 9(6): 755–772.

Appelgren E Nygren G (2014) Data Journalism in Sweden: introducing new methods and genres of journalism into “old” organizations. Digital Journalism 2(3): 394–405.

Arias-Robles F López PJL (2020) Driving the closest information. Local data journalism in the UK. Journalism Practice 15(1): 1–13. DOI: 10.1080/17512786.2020.1749109

Auväärt L (2022) Fighting COVID-19 with data: an analysis of data journalism projects submitted to Sigma Awards 2021. Central European Journal of Communication 15: 379–395.

Bisiani S Abellan A Robles FA , et al. (2023) The data journalism workforce: demographics, skills, work practices, and challenges in the aftermath of the Covid-19 pandemic. Journalism Practice. DOI: 10.1080/17512786.2023.2191866

Borges-Rey E (2020) Towards an epistemology of data journalism in the devolved nations of the United Kingdom: changes and continuities in materiality, performativity and reflexivity. Journalism 21(7): 915–932. DOI: 10.1177/1464884917693864.

Bradshaw P (2014a) Data journalism. In: Zion L Craig D (eds) Ethics for Digital Journalists : Emerging Best Practices. London and New York: Routledge.

Bradshaw P (2014b) What is data journalism. In: Zion L Craig D (eds) Ethics for Digital Journalists: Emerging Best Practices. New York and London: Routledge, 202–219.

Broersma Marcel (2019) Audience engagement. The international Encyclopedia of Journalism Studies 1–6. DOI: 10.1002/9781118841570.iejs0060

Camaj L Martin J Lanosga G (2022) The impact of public transparency infrastructure on data journalism: a comparative analysis between information-rich and information-poor Countries. Digital Journalism. DOI: 10.1080/21670811.2022.2077786

Chaparro-Domínguez M-Á Díaz-Campo J (2021) Data journalism and ethics: best practices in the winning projects (DJA, OJA and Sigma Awards). Journalism Practice 17(6): 1321–1339.

Charbonneaux J Gkouskou-Giannakou P (2015) Data journalism. An Investigation Practice? A Glance at the German and Greek Cases. Brazilian Journalism Research 11(2): 244–267.

Chiumbu S Munoriyarwa A (2023) Exploring data journalism practices in Africa: data politics, media ecosystems and newsroom infrastructures. Media, Culture & Society 45(4): 841–858.

Coddington M (2015) Clarifying journalism’s quantitative turn: a typology for evaluating data journalism, computational journalism, and computer-assisted reporting. Digital journalism 3(3): 331–348.

Craig D Ketterer S Yousuf M (2017) To post or not to post: online discussion of gun permit mapping and the development of ethical standards in data journalism. Journalism & Mass Communication Quarterly 94(1): 168–188.

Cushion S Lewis J Callaghan R (2017) Data journalism, impartiality and statistical claims. Journalism Practice 11(10): 1198–1215. DOI: 10.1080/17512786.2016.1256789

de-Lima-Santos M-F Mesquita L (2021) data journalism in favela: made by, for, and about forgotten and marginalized communities. Journalism Practice 17(1): 108–126. DOI: 10.1080/17512786.2021.1922301

Desai A Nouvellet P Bhatia S , et al. (2021) Data journalism and the COVID-19 pandemic: opportunities and challenges. The Lancet. Digital health 3(10): e619–e621.

Fahmy N Attia MAm. (2021) A field study of Arab data journalism practices in the digital era. Journalism Practice 15(2): 170–191. DOI: 10.1080/17512786.2019.1709532.

Felle T (2016) Digital watchdogs? Data reporting and the news media’s traditional ‘fourth estate’ function. Journalism 17(1): 85–96.

Fink K Anderson CW (2015) Data journalism in the United States. Journalism Studies 16(4): 467–481.

Gray J Bounegru L (2012) The Data Journalism Handbook. Beijing: European Journalism Centre and Google News Initiative.

Green S (2018) When the numbers don’t add up: accommodating data journalism in a compact journalism programme. Asia Pacific Media Educator 28(1): 78–90.

Heravi BR (2019) 3Ws of data journalism education. Journalism Practice 13(3): 349–366. DOI: 10.1080/17512786.2018.1463167.

Hermida A Young ML (2019) Data Journalism and the Regeneration of News. London and New York: Routledge.

Ilagan K Soriano CR (2019) Data Journalism in the Philippines: new trends, new practices for old media organizations. In: Mutsvairo B Bebawi S Borges-Rey E (eds) Data Journalism in the Global South. Cham: Palgrave Macmillan, 125–143.

Jamil S (2021) Increasing accountability using data journalism:challenges for the Pakistani journalists. Journalism Practice 15(1): 19–40. DOI: 10.1080/17512786.2019.1697956.

Johnson D (2014) After the industry turn: can production studies make an audience turn? Creative Industries Journal 7(1): 50–53.

Kashyap G Bhaskaran H (2020) Teaching data journalism: insights for Indian journalism education. Asia Pacific Media Educator 30(1): 44–58. DOI: 10.1177/1326365x20923200.

Kashyap G Rabindranath M (2016) Data Journalism Concept and Practices in India: A Case Study. Jahangirnagar University Journal of Journalism and Media Studies, Vol. 2.

Knight M (2015) Data journalism in the UK: a preliminary analysis of form and content. Journal of Media Practice 16(1): 55–72.

Lewis NP Nashmi EA (2019) Data journalism in the Arab region: role conflict exposed. Digital Journalism 7(9): 1200–1214.

Lewis NP Waters S (2018) Data journalism andthe challenge of shoe-leather epistemologies. Digital Journalism 6(6): 719–736. DOI: 10.1080/21670811.2017.1377093.

De Maeyer J Libert M Domingo D , et al. (2015) Waiting for Data Journalism: a qualitative assessment of the anecdotal take-up of data journalism in French-speaking Belgium. Digital Journalism 3(3): 432–446.

Mair J Keeble RL Lucero M (2017) Data Journalism: Past, Present and Future: Abramis. Bury St Edmunds: Abramis.

Meijer IC (2019) Journalism, audiences, and news experience. In: Wahl-Jorgensen K Hanitzsch T (eds) The Handbook of Journalism Studies. London: Routledge, 389–405.

Morini F (2023) Data journalism as “terra incognita”: newcomers’ tensions in shifting towards data journalism epistemology. Journalism Practice. DOI: 10.1080/17512786.2023.2185656

Mutsvairo B Bebawi S Eddy B-R (2020) Data Journalism in the Global South. London: Palgrave Macmillan.

Palomo B Teruel L Blanco-Castilla E (2019) Data journalism projects based on user-generated content. How La nacion data transforms active audience into staff. Digital Journalism 7: 1270–1288. DOI: 10.1080/21670811.2019.1626257.

Pentzold C Fechner DJ Zuber C (2021) “Flatten the curve”: data-driven projections and the journalistic brokering of knowledge during the COVID-19 crisis. Digital Journalism 9(9): 1367–1390. DOI: 10.1080/21670811.2021.1950018.

Porlezza C Splendore S (2019) From open journalismto closed data: data journalism in Italy. Digital Journalism 7(9): 1230–1252. DOI: 10.1080/21670811.2019.1657778.

Porlezza C Angela Daly S Devitt K , et al. (2019) Data journalism and the ethics of open source: transparency and participation as a prerequisite for serving the public good. Theory on Demand 29: 189–201.

Ramsälv A Ekström M Westlund O (2023) The epistemologies of data journalism. New Media & Society. DOI: 10.1177/14614448221150

Robles FA Sanchiz CRM Mancheño AA , et al. (2023) Transparency in informative content. An analysis of methods in Spanish data journalism (2019-2022). Anàlisi: Quaderns de comunicació i cultura 68: 97–116.

Sandoval-Martín MT La-Rosa L (2018) Big Data as a differentiating sociocultural element of data journalism: the perception of data journalists and experts. Communication & Society 31(4): 193–209.

Splendore S (2016) Quantitatively oriented forms of journalism and their epistemology. Sociology Compass 10(5): 343–352.

Stalph F (2017) Classifying Data Journalism: a content analysis of daily data-driven stories. Journalism Practice. https://www.tandfonline.com/action/showCitFormats?doi=10.1080/17512786.2017.1386583

Stalph F (2020) Evolving data teams: tensions between organisational structure and professional subculture. Big Data & Society 7(1): 205395172091996.

Stalph F Borges-Rey E (2018) Data journalism sustainability: an outlook on the future of data-driven reporting. Digital journalism 6(8): 1078–1089.

Stalph F Hahn O Liewehr D (2022) Local data journalism in Germany: data-driven reporting amidst local communities and authorities. Journalism PracticeSociety 12(1): 1–19.

Steensen S Ferrer-Conill R Peters C (2020) (Against a) theory of audience engagement with news. Journalism Studies 21(12): 1662–1680.

Tabary C Provost A-M Trottier A (2016) Data journalism’s actors, practices and skills: a case study from Quebec. Journalism 17(1): 66–84.

Tandoc EC Oh S-K (2017) Small departures, big continuities? Norms, values, and routines in The Guardian’s big data journalism. Journalism Studies 18(8): 997–1015.

Tong J (2020) Paradigm Reinforcing: the assimilation of data journalism in the UK. Journal of Applied Journalism & Media StudiesSociety 11(3): 267–286.

Tong J (2021) Local data journalism practice in the UK. In: Harte D Matthews R (eds) Reappraising Local and Community News in the UK: Media, Practice, and Policy. London: Routledge, 94–108.

Tong J (2022a) Data for Journalism: Between Transparency and Accountability. London: Routledge.

Tong J (2022b) Journalism, Economic Uncertainty and Political Irregularity in the Digital and Data Era. London: Emerald Publishing.

Tong J (2022c) Rethinking the expertise of data journalists: a case study. Orbit (Amsterdam, Netherlands) 16: 1–20.

Tong J (2022d) Rethinking the expertise of data journalists: a case study. International Journal of Communication 16(20): 2781–2800.

Tong J Zuo L (2019) The inapplicability of objectivity: understanding the work of data journalism. Journalism Practice 15: 153–169. DOI: 10.1080/17512786.2019.1698974.

Vos TP Eichholz M Karaliova T (2019) Audiences and journalistic capital: roles of journalism. Journalism Studies 20(7): 1009–1027.

Wahl-Jorgensen Karin (2009) News production, ethnography, and power: On the challenges of newsroom-centricity. In: Bird S. Elizabeth (ed). The Anthropology of News and Journalism: Global Perspectives. Bloomington: Indiana University Press.

Webster J Phalen P Lichty L (2014) Ratings Analysis: Audience Measurement and Analytics. New York and London: Routledge.

Widholm A Appelgren E (2020) A softer kind of hard news? Data journalism and the digital renewal of public service news in Sweden. New Media & Society 24(6): 1461444820975411.

Wright S Doyle K (2018) The evolution of data journalism: a case study of Australia. Journalism Studies 20(13): 1811–1827.

Wright S Nolan D (2021) The development of data journalism in China: influences, motivations and practice. Digital Journalism 11: 1664–1681. DOI: 10.1080/21670811.2021.1927779.

Wu S (2021) Data “objectivity” in a time of coronavirus: uncovering the potential impact of state influence on the production of data-driven news. Digital Journalism 9: 1303–1320. DOI: 10.1080/21670811.2021.1942111.

Wu S (2023) Assessing the growth of data journalism start-ups as alternative media and their roles in “flawed democracies”. Journalism 25(6): 14648849231177830.

Zamith R (2019) Transparency, interactivity, diversity, and information provenance inEveryday data journalism. Digital Journalism 7: 470–489. DOI: 10.1080/21670811.2018.1554409.

Zayani M (2021) Digital journalism, social media platforms, and audience engagement: the case of AJ+. Digital journalism 9(1): 24–41.

Zelizer Barbie (2004) Taking Journalism Seriously: News and the Academy. Thousand Oaks, London and New Delhi: Sage Publications.