Decades of Automation in the Newsroom

This case study takes a brief look at commercial operations with automated news in the United States as well as five European countries to explore how the logic of journalism has been interpreted and translated into software and how industry experts anticipate the future. The empirical material consists of 31 qualitative research interviews with data journalists, news managers, computer scientists, academics and industry experts that inhabit and reproduce this new ecosystem of computation, journalism and statistics. Theoretically the study is inspired by a social constructionist perspective, arguing that social action is a central element in technological development: there are many forms of friction that creates barriers to increased automation. It would be naive to think that the development of learning algorithms will not lead to more advanced forms of automated news, however, journalists have shown a strong capacity for adaptation and mitigation of new technology. The paper turns the usual discussion about job losses on its head and asks “Why are there still so many jobs in journalism after decades of newsroom automation?” We argue that journalism as ideology, understanding how journalists give meaning to their work, probably will be a strong mitigating effect also in the future.

[1]  A. Strauss,et al.  The discovery of grounded theory: strategies for qualitative research aldine de gruyter , 1968 .

[2]  Harry R. Glahn,et al.  computer-produced worded forecasts , 1970 .

[3]  E. Goffman.  Frame analysis: An essay on the organization of experience , 1974 .

[4]  James R. Meehan,et al.  TALE-SPIN, An Interactive Program that Writes Stories , 1977, IJCAI.

[5]  Carolyn Merchant,et al.  The death of nature : women, ecology, and the scientific revolution , 1982 .

[6]  P. Delache,et al.  Making news , 1983, Nature.

[7]  J. Shipman.  Computerization and Job Satisfaction in the Newsroom: Four Factors to Consider , 1986 .

[8]  Shoshana Zuboff,et al.  In the Age of the Smart Machine: The Future of Work and Power , 1989 .

[9]  Stephen D. Reese.  The news paradigm and the ideology of objectivity: A socialist at the wall street journal , 1990 .

[10]  L. Winner.  Upon Opening the Black Box and Finding It Empty: Social Constructivism and the Philosophy of Technology , 1993 .

[11]  Wiebe E. Bijker,et al.  Of Bicycles, Bakelites, and Bulbs: Toward a Theory of Sociotechnical Change , 1995 .

[12]  Hyacinth S. Nwana,et al.  Software agents: an overview , 1996, The Knowledge Engineering Review.

[13]  S. Vigneaux.  The integration of a newsroom computer system with a server-centred news production system , 1996 .

[14]  Charles E. Billings,et al.  Aviation Automation: The Search for A Human-centered Approach , 1996 .

[15]  John V. Pavlik,et al.  The Impact of Technology on Journalism , 2000 .

[16]  George Sylvie.  The Elements of Journalism: What Newspeople Should Know and the Public Should Expect , 2001 .

[17]  Tom Rosenstiel,et al.  The Elements of Journalism: What Newspeople Should Know and the Public Should Expect , 2001 .

[18]  H. Klein,et al.  The Social Construction of Technology: Structural Considerations , 2002 .

[19]  ALGORITHMS OF WAR , 2003 .

[20]  Julie A. Adams.  Human-Machine Teaming , 2004 .

[21]  J. Kallinikos.  Farewell to constructivism: technology and context-embedded action , 2004 .

[22]  Pablo J. Boczkowski,et al.  Digitizing the News: Innovation in Online Newspapers , 2004 .

[23]  P. Boczkowski.  The Processes of Adopting Multimedia and Interactivity in Three Online Newsrooms , 2004 .

[24]  J. Singer.  Strange bedfellows? The diffusion of convergence in four news organizations , 2004 .

[25]  M. Deuze.  What is journalism? , 2005 .

[26]  B. Crabtree,et al.  The qualitative research interview , 2006, Medical education.

[27]  S. Berg.  Snowball Sampling—I , 2006 .

[28]  2A1-L02 Journalist Robot : Robot System Making News Articles from Real World , 2007 .

[29]  Yasuo Kuniyoshi,et al.  Journalist robot: robot system making news articles from real world , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[30]  Gloria E. Phillips-Wren,et al.  Innovations in multi-agent systems , 2007, J. Netw. Comput. Appl..

[31]  Karl-Erik Sveiby,et al.  Unintended and Undesirable Consequences of Innovation , 2009 .

[32]  David Fryer,et al.  Review: Erica Burman (2008). Deconstructing developmental psychology , 2009 .

[33]  Terry Flew,et al.  THE PROMISE OF COMPUTATIONAL JOURNALISM , 2012 .

[34]  M. Mason.  Sample Size and Saturation in PhD Studies Using Qualitative Interviews , 2010 .

[35]  C. W. Anderson.  Notes Towards an Analysis of Computational Journalism , 2011 .

[36]  Piet J. M. Bakker,et al.  New journalism 3.0 – aggregation, content farms and Huffinization : The rise of low‐pay and no‐pay journalism , 2012 .

[37]  S. Levy.  The Rise of the Robot Reporter , 2012 .

[38]  A. Ross.  In search of the lost paycheck , 2012 .

[39]  Arjen van Dalen,et al.  The algorithms behind the headlines. How machine-written news redefines the core skills of human journalists , 2012 .

[40]  Drew Conway,et al.  Machine Learning for Hackers , 2012 .

[41]  A. Hayes.  Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach , 2013 .

[42]  Ada Sonia Peter,et al.  The Elements of Journalism , 2013 .

[43]  Roger Dickinson,et al.  Studying journalists in changing times , 2013 .

[44]  Cw Anderson,et al.  Towards a sociology of computational and algorithmic journalism , 2013, New Media Soc..

[45]  E. Krahmer,et al.  Journalist versus news consumer : The perceived credibility of machine written news , 2014 .

[46]  S. Lewis,et al.  Agents of Media Innovations: Actors, Actants, and Audiences , 2014 .

[47]  Eirik Stavelin,et al.  Computational Journalism. When journalism meets programming , 2014 .

[48]  Christer Clerwall.  Enter the Robot Journalist , 2014 .

[49]  Astrid Gynnild,et al.  Journalism innovation leads to innovation journalism: The impact of computational exploration on changing mindsets , 2014 .

[50]  N. Diakopoulos.  Algorithmic Accountability Reporting: On the Investigation of Black Boxes , 2014 .

[51]  Aviva Rutkin.  Rise of robot reporters: when software writes the news , 2014 .

[52]  Philip M. Napoli.  Automated Media: An Institutional Theory Perspective on Algorithmic Media Production and Consumption , 2014 .

[53]  Eirik Stavelin,et al.  Computational Journalism in Norwegian Newsrooms , 2014 .

[54]  C. W. Anderson.  The Sociology of the Professions and the Problem of Journalism Education , 2014 .

[55]  Alfred Hermida,et al.  From Mr. and Mrs. Outlier To Central Tendencies , 2015 .

[56]  Laura Ahva,et al.  Theories of Journalism in a Digital age , 2015 .

[57]  Carl Benedikt Frey,et al.  Creativity vs robots: the creative economy and the future of employment , 2015 .

[58]  D. Weaver.  Studying Journalists and Journalism Across Four Decades: A Sociology of Occupations Approach , 2015 .

[59]  Mark Coddington.  Clarifying Journalism’s Quantitative Turn , 2015 .

[60]  Philip M. Napoli.  Social media and the public interest , 2015 .

[61]  Waldo Hasperué,et al.  The master algorithm: how the quest for the ultimate learning machine will remake our world , 2015 .

[62]  Laura Ahva,et al.  Theories of Journalism in a Digital Age , 2015 .

[63]  M. Carlson,et al.  The Robotic Reporter , 2015 .

[64]  Noam Lemelshtrich Latar.  The Robot Journalist in the Age of Social Physics: The End of Human Journalism? , 2015 .

[65]  Philip M. Napoli.  Social media and the public interest_ Governance of news platforms in the realm of individual and algorithmic gatekeepers , 2015 .

[66]  Nicole S. Cohen.  From Pink Slips to Pink Slime: Transforming Media Labor in a Digital Age , 2015 .

[67]  Konstantin Dörr,et al.  Mapping the field of Algorithmic Journalism , 2016 .

[68]  Toni Wäfler.  Human Machine Teaming , 2018 .

[69]  David H. Autor,et al.  Replication data for: Why Are There Still So Many Jobs? The History and Future of Workplace Automation , 2019 .