Data-driven journalism and the public good: “Computer-assisted-reporters” and “programmer-journalists” in Chicago

Abstract

Since the mid-2000s, some US and British news organizations have hired programmers to design data-driven news projects within the newsroom. But how does the rise of these “programmer-journalists,” armed with their skills and technical artifacts, really affect the way journalism can contribute to the public good? Based on an empirical study in Chicago, we show in this article that although they have built on previous historical developments, these programmer-journalists have also partly challenged the epistemology conveyed by the computer-assisted reporting tradition in the US, grounded in the assumption that data can help journalists to set the political agenda through the disclosure of public issues. Involved in open source communities and open government advocacy, these programmers and their technical artifacts have conveyed challenging epistemological propositions that have been highly controversial in the journalism community.

Keywords

Computer-assisted reporting database data-driven journalism epistemology of news hackers investigative journalism online news programmer-journalists

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References

Akrich

Latour

(1992) A summary of a convenient vocabulary for the semiotics of human and non-human assemblies. In: Bijker

Law

(eds) Shaping Technology-Building Society: Studies in Sociotechnical Change. Cambridge, MA: MIT Press, pp. 205–224.

Arthur

(2010) Analysing data is the future for journalists, says Tim Berners-Lee. The Guardian, 22 November. Available at: http://www.guardian.co.uk/media/2010/nov/22/data-analysis-timberners-lee.

Birchall

(2011) Introduction to ‘secrecy and transparency’: The politics of opacity and openness. Theory Culture & Society 28(7–8): 7–25.

Boczkowski

(2010) News at Work: Imitation in an Age of Information Abundance. Chicago, IL: University of Chicago Press.

Bowker

(2006) Memory Practices in the Sciences. Cambridge, MA: MIT Press.

Cohen

Hamilton

Turner

(2011a) Computational journalism. Communications of the ACM 54(10): 66–71.

Cohen

Yang

. (2011b) Computational journalism: A call to arms to database researchers. In: 5th Biennial conference on innovative data systems research, Asilomar, Pacific Grove, CA, 9–12 January.

Cox

(2000) The development of computer-assisted reporting. In: A paper presented to the newspaper division, association for education in journalism and mass communication, southeast colloquium, University of North Carolina, Chapel Hill, NC, 17–18 March.

Daniel

Flew

(2010) The guardian reportage of the UK MP expenses scandal: A case study of computational journalism. In: Paper presented at communications policy and research forum, Sydney, NSW, Australia, 15–16 November.

10.

DeFleur

(1997) Computer-Assisted Investigative Reporting: Development and Methodology. Mahwah, NJ: Lawrence Erlbaum Associates.

11.

Ettema

Glasser

(1987) On the epistemology of investigative journalism. In: Gurevitch

Levy

(eds) Mass Communication Review Yearbook, vol. 6., Beverly Hills, CA, Sage: 338–361.

12.

Feldstein

(2006) A muckraking model: Investigative reporting cycles in American history. Harvard International Journal of Press-Politics 11(2): 105–120.

13.

Garrison

(1998a) Computer-Assisted Reporting. 2nd ed. Mahwah, NJ: Lawrence Erlbaum Associates.

14.

Garrison

(1998b) Newspaper size as a factor in use of computer-assisted reporting. In: Paper presented to the communication technology and policy division of the Association for Education in Journalism and Mass Communication, Baltimore, MD, 5–8 August.

15.

Glasser

Ettema

(1989) Investigative journalism and the moral order. Critical Studies in Mass Communication 6(1): 1–20.

16.

Gray

Chambers

Bounegru

(2012) The Data Journalism Handbook. O’Reilly Media, Sebastopol, CA.

17.

Hamilton

Turner

(2009) Accountability through Algorithm: Developing the Field of Computational Journalism. Center for Advanced Study in the Behavioral Sciences Summer Workshop, Stanford, CA, 27-31 July.

18.

Hine

(2008) Systematics as Cyberscience: Computers, Change and Continuity in Science. MIT Press, Cambridge, MA.

19.

Holovaty

(2006) A fundamental way newspaper sites need to change. Available at: http://www.holovaty.com/writing/fundamental-change/(accessed May 2011).

20.

Holtgrewe

Werle

(2001) De-commodifying software? Open source software between business strategy and social movement. Science Studies 14(2): 43–65.

21.

Houston

(1996) Computer-Assisted Reporting: A Practical Guide. New York: St. Martin’s Press.

22.

Houston

Bruzzese

Weinberg

(2002) The Investigative Reporter’s Handbook: A Guide to Documents, Databases and Techniques. New York: Bedford/St. Martin’s Press.

23.

Lathrop

Ruma

(2010) Open Government: Collaboration, Transparency and Participation in Practice. Sebastopol, CA: O’Reilly Media.

24.

Lemieux

(2000) Mauvaise presse: Une sociologie compréhensive du travail journalistique et de ses critiques. Paris: Métailié.

25.

Lewis

(2011) Journalism innovation and participation: An analysis of the Knight News Challenge. International Journal of Communication 5: 1623–1648.

26.

Manovitch

(2001) The Language of New Media. Cambridge, MA: MIT Press.

27.

Meyer

(1973) Precision Journalism: A Reporter’s Introduction to Social Science Methods. Bloomington, IN; Indianapolis, IN: Indiana University Press.

28.

Meyer

(1991) The New Precision Journalism. Bloomington, IN; Indianapolis, IN: Indiana University Press.

29.

Örnebring

(2010) Technology and journalism-as-labour: Historical perspectives. Journalism 11(1): 57–74.

30.

Park

(1940) News as a form of knowledge: A chapter in the sociology of knowledge. American Journal of Sociology 45(5): 669–686.

31.

Pilhofer (2010) Programmer-Journalist? Hacker-Journalist? Our Identity Crisis. Mediashift IdeaLab. Available at: www.pbs.org/idealab/2010/04/programmer-journalist-hacker-journalist-our-identity-crisis107.html (accessed February 2012)

32.

Quandt

(2008) News tuning and content management: An observation study of old and new routines in German online newsrooms. In: Paterson

Domingo

(eds) Making Online News: The Ethnography of New Media Production. New York: Peter Lang, pp. 76–97.

33.

Reisner

(1995) On the beat: Computer-assisted reporting is not just for projects anymore. American Journalism Review 17(2): 44–47.

34.

Royal

(2010) The journalist as programmer: A case study of the New York Times interactive news technology department. In: Paper presented at the international symposium in online journalism, University of Texas, Austin, TX, 23 April.

35.

Schudson

(1978) Discovering the News: A Social History of American Newspapers. New York: Basic Books.

36.

Schudson

(2001) The objectivity norm in American journalism. Journalism 2(2): 149–170.

37.

Schudson

(2010) Political observatories, databases & news in the emerging ecology of public information. Daedalus 139: 100–109.

38.

Turner

(2006) From Counterculture to Cyberculture: Stewart Brand, the Whole Earth Network, and the Rise of Digital Utopianism. Chicago, IL: University of Chicago Press.

39.

Weiss

Domingo

(2010) Innovations processes in online newsrooms as actor-networks and community of practice. New Media & Society 12(7): 1156–1171.

40.

Winner

(1986) The Whale and the Reactor. Chicago, IL: University of Chicago Press.