A Question of Design
Strategies for Embedding AI-Driven Tools into Journalistic Work Routines
Bibliographic Data
| ID | 22010642 |
|---|---|
| Authors | Marisela Gutierrez Lopez (0000-0003-4115-1975, University of Bristol, corresponding author), Colin Porlezza (0000-0002-1400-5879, Università della Svizzera italiana), Glenda Cooper (0000-0003-2367-8626, City, University of London), Stephann Makri (0000-0002-5817-4893, City, University of London), Andrew Macfarlane (0000-0002-8057-0737, City, University of London), Sondess Missaoui (0000-0001-6259-8261, University of York) |
| Year | 2023 |
| Volume | 11 |
| Issue | 3 |
| Pages | 484-503 |
| Publication date | 2023-03-16 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Digital Journalism (JOURNAL) |
| Journal identifiers | ISSN: 2167-0811 • E-ISSN: 2167-082X |
| Publisher | Informa UK Limited (PUBLISHER • GB) |
| DOI | 10.1080/21670811.2022.2043759 |
| OpenAlex | W4221022701 |
| Language | EN |
| Citations received | 37 |
| References cited | 57 |
With the promise of AI, the use of emerging technologies in journalism has gained momentum. However, the question of how such technologies can be interwoven with newsroom practices, values, routines, and socio-cultural experiences is often neglected. This article investigates the ways in which AI-driven tools are permeating newswork and design strategies for blending technological capabilities with editorial requirements. We followed a multi-method approach to investigate the deployment of AI in news production at two London newsrooms: (1) a design ethnography at the BBC with journalists and technologists, and (2) interviews with journalists at The Times.Our findings show that while journalists are generally open to try AI-driven technologies that benefit their work, technologists struggle to integrate them into journalistic workflows. The consensus was that human judgement is required to make complex decisions in journalism and that journalistic values should be prioritised in AI tool design. We claim that AI tools need to fit with professional practices and values in journalism in order to be fully accepted as an editorial tool. Embedding new technologies into journalistic workflows requires therefore a close collaboration between journalists and technologists, and a sociotechnical design that blends in work routines and values
Business · Citizen journalism · Emerging technologies · Engineering ethics · Journalism · Judgement · Knowledge management · Media studies · Political science · Sociology · Sociotechnical system · Software deployment · Software engineering · Workflow · World Wide Web · Computational and Text Analysis Methods · Computer Science · Engineering · Media Studies and Communication · Social Media and Politics · Artificial Intelligence
Journalism and artificial intelligence
Journalists as individual users of artificial intelligence
Capture Beyond the Platforms
Action research at the BBC
Promises and Perils of Automated Journalism
The datafication of digital journalism
Artificial intelligence innovations challenges and emerging trends in engineering education
Human-made news vs AI-generated news
AI in semi-automated journalism
Design Implications for a Burgeoning Digital Product Ecosystem
How Media Unions Stabilize Technological Hype Tracing Organized Journalism’s Discursive Constructions of Generative Artificial Intelligence
AI ‘Everywhere and Nowhere’
Dancing with AI
Advancing a Material and Epistemological Turn in the Study of AI
Yapay Zekâ Ve Gazeteci̇li̇kte Veri̇mli̇li̇ği̇n İncelenmesi̇
Transparency and fact-checking in open societies
A data-centric approach for ethical and trustworthy AI in journalism
Making Generative Artificial Intelligence a Public Problem. Seeing Publics and Sociotechnical Problem-Making in Three Scenes of AI Failure
Three Identity Groups
Normalizing Open Science Practice
Epistemic Dislocation in AI Journalism
Developing QualNotes
Infrastructures of Media Freedom
Reporting AI in Political Disinformation
Culture or Industry
Not Here to Babysit a Robot”
Examining News Innovation Narratives, Practices and Institutional Logics
Developing Effective and Value-Aligned AI Tools for Journalists
One Size Fits Some
Automating Science Journalism Tasks
A New(s) Copyright Balancing Act
On Controlled Change
Deprofessionalization of U.S. Sports Journalism? Exploring Metajournalistic Discourse Through the Case of Sports Illustrated and Generative AI
How journalism researchers navigate the AI hype
Balancing Automation and Accuracy
Knowledge Silos as a Barrier to Responsible AI Practices in Journalism? Exploratory Evidence from Four Dutch News Organisations
Migration of Authority” and Algorithm Training
A Networked Self and Human Augmentics, Artificial Intelligence, Sentience
Automating the News
If…Then
The Hybrid Media System
Ethical Challenges of Algorithmic Journalism
Artificial Intelligence and Journalism
When Reporters Get Hands-on with Robo-Writing
Innovation and the Future of Journalism
Exploring Communicative AI
Newsmakers
Why Journalism Is About More Than Digital Technology
Reimagining participatory design
The relevance of ‘work-practice’ for design
The Accountability and Transparency of Whistleblowing Platforms Issues of Networked Journalism and Contested Boundaries
Artificial intelligence and communication
How Newspapers Began to Blog
Rebuilding the News
Unboxing news automation
Automation, Journalism, and Human–Machine Communication
Interactive Journalism
Trading zones, boundary objects, and the pursuit of news innovation
Journalism as Activism
Safeguarding the Journalistic DNA
Assistance or Resistance? Evaluating the Intersection of Automated Journalism and Journalistic Role Conceptions
The complexities of convergence
Code, Collaboration, And The Future Of Journalism
The Journalistic Gut Feeling
From BBC Newsroom to BBC Newscentre
When Journalism and Automation Intersect
Actors, Actants, Audiences, and Activities in Cross-Media News Work
Making Change
A future of journalism beyond the objectivity–dialogue divide? Hybridity in the news of entrepreneurial journalists
Beyond journalism
Dealing with the mess (we made)
Laboratories for news? Experimenting with journalism hackathons
Journalism and the hybrid condition
Successful Qualitative Research
Thinking critically about and researching algorithms
Algorithms as culture
Sample Size in Qualitative Interview Studies
Deciding what's news
Thematic Analysis
| Unique citing works | 37 |
|---|---|
| Citations per year | 9,25 |
| Citation span | 2022 - 2026 (5) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 36 |