Sub-theme 03: [SWG] The Algorithm Decides: AI, Human Judgment, and Organizational Decision Making
Convenors:
Luciana D’Adderio, University of Edinburgh, United Kingdom
Vern L. Glaser, University of Alberta, Canada
Marleen Huysman, Vrije Universiteit, The Netherlands
Session Time Corridor 1: Thursday, July 09, 09:00 to 12:00, Virtual Colloquium (Digivents)
AI in Professional and Sectoral Decision-Making
Break 1: 10:00 to 10:30
Amelia Compagni, giulia cappellaro, Francesco Petracca, luigi preti, Luigi Preti, Giulia Cappellaro and Bart Vanneste
When Does Experience Reduce Algorithm Aversion? Evidence from Discretionary Decision Contexts
Alison Smart, Hakan Sanri and Anna Morgan-Thomas
From Offloading to Forensic Vigilance: A Process Model of AI Entanglement in
Algorithmic Startups
Akvile Bouwens, Suzanne Janssen and Maaike D. Endedijk
Clashing Algorithmic and Expert Rationalities in Situated Learning: A Relational Account of Trainees’ Deskilling Trajectory
Bernard Al Osta and Christelle Théron
Generative AI use and related changes in first-line managers’ decision-making
Olga Specjalska and Sumati Ahuja
What remains: Human capacities and affects in the human-GAI decision assemblages
Sessionstarts with a brief welcome & houskeeping
Session will be concluded with a panel discussion
Session Time Corridor 2: Thursday, July 09, 16:00 to 19:00, Virtual Colloquium (Digivents)
Generative AI and the Reconfiguration of Expert Work
Break 1: 17:00 to 17:30
Nora Zabarah, Timothy Hannigan and MARK FREEL
From Generative Abundance to Entrepreneurial Commitment: Aesthetic Inscription in Human-AI Assemblages
Malar Hirudayaraj, Joaa Baptista and Joao Baptista
Working with Generative AI: Decision Making in Everyday Work Practices
Albert Lamontagne, François Audet and Walter Rei
Generative AI for humanitarian reporting - Between efficiency and ethics
Lara Abdel Halim
The Illusion of Knowing versus Knowing-with LLMs: regimes of reconciliation in AI augmented software engineering
Mark Dowsett
The widening locus of creative expertise: Designers, identity, and decision-making in the era of GenAI
Xiaotong Tan and Klarissa Lueg
Algorithmic Decisions in Platform Organizations: The Making of Musicians’ Professional Identity
Session will be concluded with a panel discussion
Session Time Corridor 3: Friday, July 10, 09:00 to 12:00, Virtual Colloquium (Digivents)
Theorizing AI Governance, Ethics & Explainability
Break 1: 10:00 to 10:30
Lilit Wecker, Jeppe Agger Nielsen, Mette Noesgaard, Jon Aaen and Kamal Nasrollahi
Translating Responsible AI in product development: Between principles and practice
Anne K. Krüger and Ingmar Mundt
The myth of ‘algorithmic rationality’. Rationalizing decision-making through digital information systems
Sophie Giang Phan, Neil Pollock and Luciana D’Adderio
When AI evaluates AI: LLM-as-a-Judge and the Reconfiguration of Evaluation
José Gallegos Quezada
A Relational Model of AI Explainability in Organizations
Fabrice L. Cavarretta
Perspective-Taking on the Behavioral Equivalence of Humans and AI in Decision-Making And Expertise
Alessandra Vitale, Shekhar ., Marco Valeri and Samiha Chemli
From Managerial Judgment to Meta-Judgment: Governing Algorithmic Authority in Human-AI Decision SystemsDecision Enablers and
Decision Authorities: Reconfiguring Judgment in Human-AI Systems
Session will be concluded with a panel discussion
Session Time Corridor 4: Friday, July 10, 16:00 to 18:30, Virtual Colloquium (Digivents)
Deciding About AI: Adoption, Accountability & Inequality
Break 1: 17:00 to 17:30
Jennifer Sloan, Angela Aristidou and Christina Langer
BEFORE THE ALGORITHM DECIDES: NAVIGATING AI ADOPTION IN SMEs
Polyana Silva and Fabrício Neves
Bots and algorithmic institutionalism in public governance
Sannah Asif, Tobey Scharding, Danni wang and Tobey K. Scharding
Chat(bot)-ing about Ethics and Leadership at Work: How Communicating with AIs Affects Employee Ethical Decision Making
Gabrielle Voiseux
The division of evaluative labor: How algorithmic monitoring reconfigures performance evaluation
Chang Liu
Large Language Models as Surrogate Respondents: Limits in Capturing Tacit, Experience-Embedded Knowledge
Session will be concluded with a panel discussion & wrap-up
Session Time Corridor 5: Saturday, July 11, 09:00 to 12:00, Virtual Colloquium (Digivents)
Algorithmic Management, Work & Identity
Break 1: 10:00 to 10:30
Zeynab Abdullayeva
Tracing voice in digital environments: an ANT-informed multi-sited study
Nelarine Cornelius, Chidozie Umeh and James Wallace
When inclusion narrows: how AI-powered HR ecosystems ontologically reconfigure ‘who counts’ as a worker
Beatrice Fratangeli, Francesca Vicentini and Rita Mura
Balancing Revenue and Loyalty: Algorithmic Dynamic Pricing and Fan Perceptions in Sport
Hassan M. Hamadi
Assembling layers of reasoning: Topic modeling as boundary crossing in the algorithmic organization
Samar Abdalla, Hebatalla Kaoud and Joseph Amankwah-Amoah
Generative Artificial Intelligence as a Transformative Force in Organisational Decision-Making
Session will be concluded with a panel discussion, wrap-up, and formal closing