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The limits of the imaginary

Challenges to intervening in future speculations of memory, data, and algorithms

Bibliographic Data

ID12656293
AuthorsA N Markham (0000-0001-8152-2473, Aarhus University, corresponding author)
Year2020
Volume23
Issue2
Pages382-405
Publication date2020-07-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueNew Media & Society (JOURNAL)
Journal identifiersISSN: 1461-4448 • E-ISSN: 1461-7315
PublisherSAGE Publishing (PUBLISHER • US)
DOI10.1177/1461444820929322
OpenAlexW3039462715
LanguageEN
Citations received103
References cited37

Over 3 years, researchers, artists, and activists collaborated on eight public engagement experiments in five countries. All focused on building critical consciousness about digital futures. The interventions worked: Once participants broke through the seamlessness of interface surfaces, they immediately thought more critically about how digital platforms actually operate. Yet even as participants reached into these black boxes, they did not imagine alternatives. This article offers a critical theory reading of the theme of inevitability, using the concept of discursive closure, whereby we can see how particular values and (infra)structures are naturalized, neutralized, and legitimated, closing off discussion of alternatives that might counter current hegemonic power. This article highlights the importance of considering iterative formats for speculative interventions, whereby facilitators can focus not only on imagining new or different digital futures, but find creative ways to identify and help overcome the current resignation to the inevitable

Closure (psychology · Consciousness · Economics · Epistemology · Futures contract · Hegemony · Media studies · Political science · Politics · Power (physics · Psychoanalysis · Psychological intervention · Reading (process · Sociology · The Imaginary · Computer Science · Ethics and Social Impacts of AI · Information Systems Theories and Implementation · Innovative Human-Technology Interaction · Law · Psychology

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    Open Access•Andreas Schellewald, Ellenrose Firth et al.•New Media & Society•2026

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    Open Access•Rebecca Coleman, Carolyn Hassan et al.•Journal of Gender Studies•2026

  • Approaching digital futures

    Open Access•Andreas Hepp•Communication Theory•2025

  • The value affordances of social media engagement features

    Open Access•Rebecca Scharlach, Blake Hallinan et al.•Journal of Computer-Mediated…•2023

  • Enacting machine agency when AI makes one’s day

    Open Access•C G Endacott, Nicole Ellison•Journal of Computer-Mediated…•2024

  • From Monopolizing Memory to Co-Creating It

    Open Access•Angeliki Tzouganatou, Jennifer Krueckeberg•AoIR Selected Papers of Internet…•2021

  • Critical Pedagogy as a Practice of Resistance to Algorithms

    Open Access•Riccardo Pronzato•AoIR Selected Papers of Internet…•2021

  • Imagining Alternative Mediated Futures? Reflections on Experimental Workshops With Young People

    Open Access•Minna Saariketo, Minna Vigren et al.•AoIR Selected Papers of Internet…•2021

  • Collaborating at Microscopic and Massive Scales

    Open Access•Andrew C Herman, Andrew Herman et al.•AoIR Selected Papers of Internet…•2021

  • Space, Place and Location in Sexual Social Media

    Open Access•Jenny Sundén, K Tiidenberg et al.•AoIR Selected Papers of Internet…•2021

  • Unpacking the Hidden Curricula in Educational Automation

    Open Access•Michael Gallagher, Markus Roos Breines et al.•Postdigital Science and Education•2023

  • Static Future Technologies, Dynamic Professionalism — Co-creating Future Scenarios in Medical Imaging Practices

    Open Access•Susan Van Hee, Jordi PD Kleinloog et al.•Postdigital Science and Education•2024

  • Automation Is Coming! Exploring Future(s)-Oriented Methods in Education

    Open Access•Teresa Cerratto Pargman, Ylva Lindberg et al.•Postdigital Science and Education•2023

  • Postdigital Dissensus

    Open Access•Tapio Rasa•Postdigital Science and Education•2025

  • Design fiction as critical pedagogy for exploring technology futures in social research

    Open Access•Henry Mainsah, Carolina Sanchez Boe et al.•Frontiers in Education•2026

  • From Mechanical Reproduction to Generative AI

    Open Access•Mart Włusek•Przegląd Kulturoznawczy•2025

  • Profaning platforms

    Rachel Moylan•Learning Media and Technology•2026

  • The (im)possibility of AI literacy

    Luci Pangrazio•Learning Media and Technology•2026

  • Using more-than-human approaches to study the politics of AI in the automating of decision making in education

    Open Access•Terrie Lynn Thompson•Learning Media and Technology•2026

  • Digital remix as a pedagogical platform intervention

    William Terrell Wright•Learning Media and Technology•2025

  • Relational dynamics at the intersection of technology and higher education

    Ani Encheva, Karin Van Es et al.•Learning Media and Technology•2025

  • ‘Help!? My students created an evil AI’

    Open Access•Lina Rahm•Learning Media and Technology•2025

  • Stories from the future of lifelong learning

    Open Access•Jen Ro•Learning Media and Technology•2025

  • Pedagogic encounters with algorithmic system controversies

    Open Access•Teresa Swist, Justine Humphry et al.•Learning Media and Technology•2023

  • Near Future Teaching

    Open Access•Siân Bayne, Michael Gallagher•Policy Futures in Education•2021

  • What ifs

    Open Access•Hannah Ditchfield, Susan Oman et al.•Convergence The International…•2024

  • Returning to critical pedagogy in a world of datafication

    Open Access•Riccardo Pronzato, A N Markham•Convergence The International…•2023

  • Data reflexivity as work-in-progress

    Open Access•Ranjana Das•Convergence The International…•2024

  • Repairing what’s not broken – Algorithm repair manual as reflexivity device

    Open Access•Ana Pop Stefanija, Jo Pierson•Convergence The International…•2024

  • Exploring affective Polarisation of the (Digital) Public Sphere in Slovenia

    Open Access•Melika Mahmutović, Marko Lovec•Javnost - The Public•2024

  • How do Canadian faculty members imagine future teaching and learning modalities

    Open Access•George Veletsianos, Nicole Johnson et al.•Educational Technology Research…•2024

  • The power of the norm

    Luci Pangrazio, Gavin Duffy et al.•Cambridge Journal of Education•2026

  • Radical imagination for a new social contract for education

    Open Access•Shandell Houlden, George Veletsianos•Prospects•2024

  • Epic disappointment

    Open Access•Maiju Tanninen, Ilpo Helén et al.•SSM - Qualitative Research in…•2025

  • Imaginaries of platform entrepreneurship in the creative industries

    Robin Steedman, Ana Alacovska et al.•Information Communication & Society•2023

  • Contextual social valences for artificial intelligence

    Open Access•Tuukka Lehtiniemi•Information Communication & Society•2024

  • Individual choice, collective effects

    Open Access•Jenni Hakkarainen, Jenni J Hakkarainen et al.•Information Communication & Society•2025

  • Automation hesitancy

    Open Access•D Beer, Alison Wallace et al.•Information Communication & Society•2024

  • Towards Algorithmic Luddism

    Open Access•Vassilis Charitsis, Mikko Laamanen et al.•Information Communication & Society•2025

  • Hall’s encoding/decoding model revisited in the digital platform age

    Dongwook Song•Information Communication & Society•2026

  • Digital Platforms and Algorithmic Subjectivities

    Open Access•Emiliana Armano, Marco Briziarelli et al.•Digital Platforms and Algorithmic…•2022

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    Open Access•Giota Alevizou, Rob Gallagher•Philosophy & Technology•2026

  • WhatsApp

    Open Access•Silas Udenze•Memory Mind & Media•2026

  • Imagination as contested terrain

    Open Access•George Veletsianos, Shandell Houlden•Futures•2026

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    Open Access•Debora Lanzeni, Hannah Korsmeyer•Qualitative Inquiry•2026

  • Infrastructural politics amidst the coils of control

    Open Access•Blake Hallinan, James N Gilmore•Cultural Studies•2021

  • Predicting Covid-19

    James N Gilmore•Cultural Studies•2021

  • Intersectional Inquiry, on the Ground and in the Algorithm

    Open Access•Shanthi Robertson, Liam Magee et al.•Qualitative Inquiry•2022

  • Co-Presence and Contingency

    Open Access•K Dahlgren, Sarah Pink et al.•Qualitative Inquiry•2022

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  • Enacting and re-politicising co-design

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  • Machine visions

    Open Access•W H Hsiao, Samantha Shorey•New Media & Society•2023

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  • Algorithms as conversational partners

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    Open Access•Saskia Witteborn•Communication Culture and Critique•2022

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    Open Access•Rik Smit, Sacha van Leeuwen•Memory Studies•2024

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    Open Access•Vassilis Charitsis, Tuukka Lehtiniemi•Television & New Media•2022

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    Open Access•Bruno Moreschi, Gabriel Pereira•Surveillance & Society•2021

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    Open Access•Sofie Burgos-Thorsen, Anders Kristian Munk•Cities•2023

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    Open Access•Juan Ignacio Percoco, Virginia Labiano•Contexto Internacional•2024

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    Open Access•Ezequiel Aleman, Ricardo Martínez•Reading Research Quarterly•2024

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    Open Access•George Kuk•Human Relations•2024

  • Unavoidable futures? How governments articulate sociotechnical imaginaries of AI and healthcare services

    Open Access•Jan-Luuk Hoff•Futures•2023

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    Open Access•Sarah Pink, Yolande Strengers et al.•Futures•2023

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    Open Access•Melis Dilek, Evrim Baran et al.•Journal of Teacher Education•2025

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    Open Access•Anne Mager•Big Data & Society•2023

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    Open Access•Melanie Sofia Hartvigsen, Jaseff Raziel Yauri-Miranda•Democratization•2025

  • Visual Design Anthropology

    Open Access•Sarah Pink•Visual Anthropology•2025

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    Open Access•Halford, Dale Southerton•Sociology•2023

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    Open Access•Inkeri Aula, Masood Masoodian•Sociological Research Online•2025

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    Open Access•Sarah Pink, Hannah Korsmeyer et al.•Qualitative Inquiry•2025

  • Datafied ageing futures

    Open Access•Juliane Jarke, Helen Manchester•Big Data & Society•2025

  • Democracy in an age of corporate colonization

    Stanley Deetz•Democracy in an age of corporate…•1992

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    Natasha Dow Schüll•Addiction by Design•2012

  • Uncertain Futures

    Jens Beckert, Richard Bronk•Uncertain Futures•2018

  • Algorithms of Oppression

    Safiya Umoja Noble, Safiya Noble•Algorithms of Oppression•2020

  • The Affordances of Social Media Platforms

    Taina Bucher, Anne Helmond•The Sage Handbook of Social Media•2018

  • The Computer for the 21st Century

    Mark Weiser•Scientific American•1991

  • Technological frames

    Open Access•Wanda J Orlikowski, Debra C Gash•ACM Transactions on Information…•1994

  • Bringing Technological Frames to Work

    Open Access•Jeffrey W Treem, Stephanie L Dailey et al.•Journal of Communication•2015

  • On systematically distorted communication

    Jürgen Habermas, Nicole Curato•Inquiry•1970

  • Programmed Visions

    Open Access•Wendy Hui Kyong Chun•Programmed visions•2011

  • Modern Social Imaginaries

    Charles Taylor•Public Culture•2002

  • Gender Trouble

    Judith Butler•Gender Trouble•2011

  • You never really know who’s looking”

    Open Access•Brendan Duffy, Ngai Keung Chan•New Media & Society•2018

  • The Social Construction of Facts and Artefacts

    Open Access•Trevor Pinch, Trevor J Pinch et al.•Social Studies of Science•1984

  • Disciplining the Future

    A N Markham•The Information Society•2005

  • Shaping the Web

    Lucas D Introna, Helen Nissenbaum Lucas D Introna•The Information Society•2000

  • Notes on the Underground

    Joseph W Slade, Rosalind Williams•Technology and Culture•1991

  • Performing as a moral act

    Dwight Conquergood•Literature and Performance•1985

  • Aramis

    Bruno Latour, Henning Schmidgen•Aramis•1996

  • The politics of 'platforms

    Open Access•Tarleton Gillespie•New Media & Society•2010

  • On Technological Determinism

    Open Access•Allan Dafoe•Science Technology & Human Values•2015

  • The Handbook of Science and Technology Studies

    Open Access•Charles Camic•Contemporary Sociology A Journal…•2009

  • Prophecy and the near future

    Open Access•Jane I Guyer•American Ethnologist•2007

  • Imagined Affordance

    Open Access•Peter Nagy, Gina Neff•Social Media + Society•2015

  • Acting Up

    Open Access•Barbara Dennis•International Journal of…•2009

  • Taking Data Literacy to the Streets

    Open Access•Annette N Markham•Qualitative Inquiry•2020

Unique citing works103
Citations per year20,6
Citation span2021 - 2026 (6)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 98

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