Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

The One Thing Journalistic AI Just Might Do for Democracy

Bibliographic Data

ID22010657
AuthorsBibo Lin (0000-0002-2077-9248, University of Oregon, corresponding author), Susan C Lewis (0000-0001-7498-0599, University of Oregon)
Year2022
Volume10
Issue10
Pages1627-1649
Publication date2022-11-26
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueDigital Journalism (JOURNAL)
Journal identifiersISSN: 2167-0811 • E-ISSN: 2167-082X
PublisherInforma UK Limited (PUBLISHER • GB)
DOI10.1080/21670811.2022.2084131
OpenAlexW4282917614
LanguageEN
Citations received43
References cited91

A recent wave of enthusiasm surrounding artificial intelligence (AI) has seen many observers focus on its potential to transform journalism, as with other forms of knowledge work. This conceptual essay, however, attempts to steer the conversation away from a technocentric emphasis on applications and instead pivot to the fundamental but overlooked issue of normativity: in this case, what should AI actually do to help fulfill journalism’s broader democratic aims? Building our analysis on Rasmus Kleis Nielsen’s approach that emphasizes one essential thing that journalism just might do for democracy—namely, provide accurate, accessible, diverse, relevant, and timely news about public affairs—we argue that journalistic AI could be normatively imagined and evaluated with a similar focus on simplicity and dose of democratic realism. In connection with three primary stages of newswork—information gathering, selection and production, and distribution and consumption—we explain how journalistic AI not only can work but also should work in the service of accuracy, accessibility, diversity, relevance, and timeliness. Ultimately, by placing normativity at the center of this analysis, our goal is to explore how AI might be oriented to enhance how news performs in each of these domains and thus make a pragmatic difference for journalism and democracy

Citizen journalism · Conversation · Deliberative democracy · Democracy · Enthusiasm · Epistemology · Journalism · Media studies · Political science · Politics · Public relations · Sociology · Technical Journalism · Computer Science · Ethics and Social Impacts of AI · Law · Misinformation and Its Impacts · Psychology · Social Media and Politics · Social Psychology

  • Exploring AI Amid the Hype

    Open Access•Lia‐paschalia Spyridou, M Ioannou•Societies•2025

  • Exploring users’ desire for transparency and control in news recommender systems

    Open Access•Eliza Mitova, Sina Blassnig et al.•Journalism•2023

  • Nudges for news recommenders

    Open Access•Nicolas Mattis, Lucien Heitz et al.•Journal of Communication•2025

  • Epistemic welfare and algorithmic recommender systems

    Open Access•Aaron Hyzen, Hilde Van Den Bulck et al.•Communication Theory•2025

  • GenAI in journalism

    Open Access•María-Ángeles Chaparro-Domínguez, Sonia Parratt Fernández et al.•Online Journal of Communication…•2025

  • The AI turn in journalism

    Open Access•Tomás Dodds, Rodrigo Zamith et al.•Journalism•2025

  • CHATGPT and the Global South

    Open Access•G Gondwe•Online Media and Global…•2023

  • Artificial intelligence training in media

    Open Access•Barbara Sarrionandia, Simón Peña Fernández et al.•Frontiers in Communication•2025

  • Years of Digital Journalism (Studies)

    Oscar Westlund, Karl He et al.•Digital Journalism•2023

  • From Wild East to Forbidden City

    Open Access•Joanne Kuai, Bibo Lin et al.•Digital Journalism•2023

  • Artificial Intelligence, Journalism, and the Ubuntu Robot in Sub-Saharan Africa

    G Gondwe•Digital Journalism•2025

  • A Case of Claims and Facts

    Patrick R Johnson•Digital Journalism•2024

  • What Makes for a Good News Experience

    Emmanuel Maduneme, Susan C Lewis•Digital Journalism•2025

  • Towards a Normative Perspective on Journalistic AI

    Natali Helberger, M Z Van Drunen et al.•Digital Journalism•2022

  • Noticed and appreciated? The role of argument diversity in enhancing news credibility and reader satisfaction

    Open Access•T Zerback, Pascal Schneiders•Journalism•2024

  • What Predicts Public Interest in Generative AI-Driven Journalism Innovations for Personalization? Evidence from a Multilevel Analysis

    Open Access•Shuang Song, Donghan Fu•Journalism Studies•2026

  • Spurring or Blurring Professional Standards? The Role of Digital Technology in Implementing Journalistic Role Ideals in Contemporary Newsrooms

    Open Access•Cornelia Mothes, Claudia Mellado et al.•Journalism & Mass Communication…•2025

  • National Conditions for AI Innovation in Journalism

    Open Access•Juliane A Lischka•Journal of Media Economics•2026

  • ‘Zero Human Emotion’

    Muhammad Ali, Patrick Ferrucci•Journal of Broadcasting &…•2025

  • Ensuring News Quality in Platformized News Ecosystems

    Open Access•Pascal Schneiders, Birgit Stark•Media and Communication•2025

  • Media Concentration Law

    Open Access•Theresa Josephine Seipp•Media and Communication•2023

  • From the “Desk Set” to “Doraemon”

    Open Access•Laura Pranteddu, Colin Porlezza et al.•Global Media and China•2025

  • Características de los exoperiodistas españoles

    Open Access•María José Ufarte Ruíz, Francisco José Murcia Verdú et al.•Revista de Comunicacion•2024

  • What Democracy Are We Talking About

    Open Access•Kari Karppinen, Hallvard Moe et al.•Journal of Information Policy•2025

  • AI Governance in Journalism

    Tina Lassiter, Silvia Dalben•Journal of Media Ethics•2026

  • Infrastructures of Media Freedom

    Natali Helberger•Digital Journalism•2026

  • Fighting Fire with Fire

    Open Access•Joris Veerbeek•Journalism Practice•2025

  • My New Colleague, ChatGPT? How German Science Journalists Perceive and Use (Generative) Artificial Intelligence

    Open Access•Lars Guenther, Jessica Kunert et al.•Journalism Practice•2025

  • Shifting the Gaze? Photojournalism Practices in the Age of Artificial Intelligence

    Open Access•Gopolang Ditlhokwa, Lyton Ncube et al.•Journalism Practice•2025

  • Journalism Will Always Need Journalists.” The Perceived Impact of AI on Journalism Authority in Switzerland

    Open Access•Laura Amigo, Colin Porlezza•Journalism Practice•2025

  • Developing Effective and Value-Aligned AI Tools for Journalists

    Open Access•J Cordero, Theresa Henn et al.•Journalism Practice•2025

  • Old Threats, New Name? Generative AI and Visual Journalism

    Open Access•Philip Matich, Tony Thomson et al.•Journalism Practice•2025

  • A New(s) Copyright Balancing Act

    Jan Lauren Boyles•Journalism Studies•2024

  • On Controlled Change

    Tomás Dodds, Wang Ngai Yeung et al.•Journalism Studies•2026

  • AI in Media Consumption

    Open Access•Henrik Rydenfelt, Joel Kiskola et al.•Journalism Studies•2026

  • Without journalists, there is no journalism

    Open Access•Simón Peña Fernández, Koldobika Meso Ayerdi et al.•El Profesional de la Informacion•2023

  • My love will be there forever

    Open Access•Bibo Lin•Convergence The International…•2026

  • Beyond authoritarianism and liberal democracy

    Bibo Lin•Information Communication & Society•2024

  • Guiding the way

    Open Access•Mathias-Felipe De-Lima-Santos, Wang Ngai Yeung et al.•AI & Society•2025

  • Constraints on AI

    Miral Sabry Alashry, Walid Al-Saqaf•Journal of Information Technology…•2026

  • Journalists, Emotions, and the Introduction of Generative AI Chatbots

    Open Access•Susan C Lewis, D M Markowitz et al.•Social Media + Society•2025

  • The AI Chatbot Always Flirts With Me, Should I Flirt Back

    Open Access•Bibo Lin•Social Media + Society•2024

  • State Interests, Global Platforms

    Open Access•Tucker Wang-Hai, Bibo Lin•Social Media + Society•2025

  • Media, Markets, and Democracy

    Open Access•C Edwin Baker•Media, markets, and democracy•2001

  • Automating the News

    Nicholas Diakopoulos•Automating the News•2019

  • Justice as Fairness

    John Rawls, Erin Kelly•Justice As Fairness•2001

  • Journalism and Democracy

    Brian Mcnair•Journalism and Democracy•2012

  • Shaping Abortion Discourse

    Open Access•Myra Marx Ferree, William Anthony Gamson et al.•Shaping Abortion Discourse•2002

  • Artificial Unintelligence

    Mercedese Broussard, Meredith Broussard•Artificial Unintelligence•2018

  • Gatekeeping in Transition

    Timothy Vos, François Heinderyckx•Gatekeeping in Transition•2015

  • When White reporters cover race

    Open Access•Sue Robinson, Kathleen Bartzen Culver•Journalism•2019

  • Making Artificial Intelligence Work for Investigative Journalism

    Jonathan Stray•Digital Journalism•2019

  • Artificial Intelligence and Journalism

    Open Access•Mercedese Broussard, Meredith Broussard et al.•Journalism & Mass Communication…•2019

  • Decades of Automation in the Newsroom

    Carl‐gustav Lindén, Carl-Gustav Lindén•Digital Journalism•2017

  • What Do We Want from a Theory of Justice?

    Amartya Sen, Inc Journal of Philosophy•The Journal of Philosophy•2006

  • A Theory of Justice

    Open Access•John Rawls•Theory of Justice•1999

  • Ideal and Nonideal Theory

    David M Estlund, Zofia Stemplowska et al.•The Oxford handbook of political…•2012

  • When the Press Fails

    W L Bennett, Regina G Lawrence et al.•When the Press Fails•2007

  • The Coming Archival Crisis

    Allissa V Richardson•Digital Journalism•2020

  • Mediatised Politics

    Weijia Wang•Javnost - The Public•2020

  • Making up Audience

    Open Access•Rose Marie Santini, Débora Salles et al.•Communication Studies•2020

  • Exposure diversity as a design principle for recommender systems

    Open Access•Natali Helberger, Kari Karppinen et al.•Information Communication & Society•2018

  • News Accuracy

    Open Access•William B Blankenburg•Journal of Communication•1970

  • Deconstructing the Diversity Principle

    Open Access•Philip M Napoli•Journal of Communication•1999

  • Journalism, Audiences, and News Experience

    Irene Costera Meijer•Handbook of Journalism Studies•2019

  • Newsmakers

    Francesco Marconi•Newsmakers•2020

  • Democracy’s Detectives

    James T Hamilton•Democracy's Detectives•2016

  • The Mission of Arab Journalism

    Open Access•Lawrence Pintak, Jeremy Ginges•The International Journal of…•2008

  • The News Readability Problem

    Linden Dalecki, Dominic L Lasorsa et al.•Journalism Practice•2009

  • Artificial Intelligence and Journalistic Practice

    Jamil•Journalism Practice•2020

  • Suffering in Silence

    Jamil•Journalism Practice•2020

  • Is Automated Journalistic Writing Less Biased? An Experimental Test of Auto-Written and Human-Written News Stories

    Yanfang Wu•Journalism Practice•2019

  • Reclaiming Slowness in Journalism

    Geoffrey Craig•Journalism Practice•2015

  • In Search of a Standard

    Jesper Strömbäck•Journalism Studies•2005

  • Context Matters

    Ruth Palmer, Ruth A Palmer•Journalism Studies•2011

  • The Paradox of Popularity

    Irene Costera Meijer•Journalism Studies•2007

  • Artificial intelligence and communication

    Open Access•Andrea L Guzman, Susan C Lewis•New Media & Society•2019

  • Failure to Launch

    Open Access•Valérie Bélair-Gagnon, Susan C Lewis et al.•Journal of Computer-Mediated…•2020

  • Sourcing the Arab Spring

    Open Access•Alfred Hermida, Susan C Lewis et al.•Journal of Computer-Mediated…•2014

  • The disinformation order

    Open Access•W L Bennett, Steven Livingston•European Journal of Communication•2018

  • Artificial companions, social bots and work bots

    Open Access•Andreas Hepp•Media Culture & Society•2020

  • A Study of Accuracy in Local News Stories of Three Dailies

    Open Access•Fred C Berry•Journalism Quarterly•1967

  • The Tension Between Professional Control and Open Participation

    Susan C Lewis•Information Communication & Society•2012

  • Navigating the Scholarly Terrain

    Open Access•Scott A Eldridge, Karl He et al.•Digital Journalism•2019

  • Accuracy of News Magazines as Perceived by News Sources

    Open Access•Larry L Burri, Larry L Burriss•Journalism Quarterly•1985

  • Legitimating a platform

    Open Access•Logan Molyneux, Shannon C Mcgregor•Information Communication & Society•2021

  • On the Democratic Role of News Recommenders

    Open Access•Natali Helberger•Digital Journalism•2019

  • Automation, Journalism, and Human–Machine Communication

    Susan C Lewis, Andrea L Guzman et al.•Digital Journalism•2019

  • Participatory Journalism Practices in the Media and Beyond

    David Domingo, Thorsten Quandt et al.•Journalism Practice•2008

  • What is Slow Journalism

    Megan Le Masurier•Journalism Practice•2014

  • Helpfulness as Journalism's Normative Anchor

    Ryan J Thomas•Journalism Studies•2017

  • Have You Heard

    Stephanie Craft, Tim P Vos•Journalism Practice•2018

  • Open source and journalism

    Open Access•Susan C Lewis, Seth C Lewis et al.•Media Culture & Society•2013

  • Twitter Makes It Worse

    Open Access•Nikki Usher, Jesse Holcomb et al.•The International Journal of…•2018

  • Citizen Journalism at The Margins

    Open Access•Ann Luce, Daniel Jackson et al.•Journalism Practice•2016

  • The Objects and Objectives of Journalism Research During the Coronavirus Pandemic and Beyond

    Susan C Lewis•Digital Journalism•2020

  • Journalistic Autonomy

    Open Access•Helle Sjøvaag•Nordicom review/NORDICOM review•2013

  • The Relevance of Journalism

    Heikki Heikkilä, Laura Ahva•Journalism Practice•2014

  • Measuring Newscast Accuracy

    Open Access•Gary Hanson, Stanley T Wearden et al.•Journalism & Mass Communication…•2004

  • What kind of news gatekeepers do we want machines to be? Filter bubbles, fragmentation, and the normative dimensions of algorithmic recommendations

    Open Access•Efrat Nechushtai, Susan C Lewis et al.•Computers in Human Behavior•2018

  • Uneasy Bedfellows

    Open Access•Felix M Simon•Digital Journalism•2022

  • News After Trump

    Matt Carlson, Sue Robinson et al.•News after Trump•2021

  • The One Thing Journalism Just Might do for Democracy

    Rasmus Kleis Nielsen•Journalism Studies•2017

  • Preaching to the choir? An analysis of newspaper readability vis-a-vis public literacy

    Open Access•Ben Wasike•Journalism•2016

  • Epilogue

    Open Access•Barbie Zelizer•Journalism•2017

  • The next media regime

    Open Access•Jacob L Nelson•Journalism•2019

  • De-coupling journalism and democracy

    Open Access•Beate Josephi•Journalism•2013

  • What to expect when you’re expecting robots

    Open Access•J Scott Brennen, Philip N Howard et al.•Journalism•2020

  • Normative perspectives on journalism studies

    Open Access•Jay G Blumler, Stephen Cushion•Journalism•2013

  • A journalism of fear

    Open Access•C W Anderson•Journalism•2020

  • Automating Inequality

    Hannah Lebovits•Public Integrity•2019

  • An Emotional Turn in Journalism Studies

    Karin Wahl-Jorgensen•Digital Journalism•2019

  • Journalism beyond democracy

    Open Access•Thomas Hanitzsch, Tim P Vos•Journalism•2016

  • Why Journalism Still Matters

    Open Access•Benjamin Toff•Political Science Quarterly•2019

  • The Idea of Justice

    Open Access•Amartya Kumar Sen, Amartya Sen•Idea of Justice•2009

Unique citing works43
Citations per year10,75
Citation span2022 - 2026 (5)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 42

Tools

Open DOI
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae