Research handbook on artificial intelligence and decision making in organizations
"Featuring state-of-the-art research from leading academics in technology and organization studies, this timely Research Handbook provides a comprehensive overview of how AI becomes embedded in decision making in organizations, from the initial considerations when implementing AI to the use of...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Northampton
Edward Elgar Publishing
2024, 2024
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| Series: | Research handbooks in business and management
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| Subjects: | |
| Online Access: | |
| Collection: | Edward Elgar eBooks Collection Business & Economics - Collection details see MPG.ReNa |
Table of Contents:
- 8. Human judgment in the age of automated decision-making systems / Dina Koutsikouri, Lena Hylving, Jonna Bornemark, and Susanne Lindberg
- 9. Making decisions with AI in complex intelligent systems / Bijona Troqe, Gunnar Holmberg, and Nicolette Lakemond
- 10. Addressing the knowledge gap between business managers and data scientists: The case of data analytics implementation in a sales organization / Stella Pachidi and Marleen Huysman
- 11. Constructing actionable insights: The missing link between data, artificial intelligence, and organizational decision-making / Arisa Shollo and Robert D. Galliers
- 12. It takes a village: The ecology of explaining ai / Lauren Waardenburg and Attila Márton
- 13. Synthetic stakeholders: Engaging the environment in organizational decision-making / Jen Rhymer, Alex Murray, and David Sirmon
- 20. Ethical implications of AI use in practice for decision-making / Jingyao (Lydia) Li, Yulia Litvinova, Marco Marabelli, and Sue Newell
- 14. Interpretable artificial intelligence systems in medical imaging: Review and theoretical framework / Tiantian Xian, Panos Constantinides, and Nikolay Mehandjiev
- 15. Artificial intelligence to support public sector decision-making: The emergence of entangled accountability / Francesco Gualdi and Antonio Cordella
- 16. Contrasting human-ai workplace relationship configurations / Miriam Möllers, Benedikt Berger, and Stefan Klein
- Part III. Implications of decisions made with ai
- 17. Who am i in the age of ai? Exploring dimensions that shape occupational identity in the context of AI for decision-making / Anne-Sophie Mayer and Franz Strich
- 18. Imagination or validation? Using futuring techniques to enhance ai's relevance in strategic decision-making / Andrew Sarta and Angela Aristidou
- 19. Artificial intelligence as a mechanism of algorithmic isomorphism / Camille G. Endacott and Paul M. Leonardi
- Contents: Introduction to artificial intelligence and decision making in organizations / Ioanna Constantiou, Mayur P. Joshi and Marta Stelmaszak
- Part I. Making decisions about ai
- 1. Sourcing data for data-driven applications: Foundational questions / Sirkka L. Jarvenpaa
- 2. Data work as an organizing principle in developing ai / Angelos Kostis, Leif Sundberg, and Jonny Holmström
- 3. Natural language processing techniques in management research / Mike H.M. Teodorescu
- 4. Captains don't navigate with a keyboard: Developing AI for naturalistic decision-making / Adrian Bumann
- 5. Reconfiguring human-ai collaboration: Integrating chatbots in welfare services / Elena Parmiggiani, Polyxeni Vassilakopoulou, and Ilias Pappas
- 6. Circumspection as a process of responsible appropriation of ai / Margunn Aanestad
- 7. Responsible AI governance: From ideation to implementation / Patrick Mikalef
- Part II. Making decisions with ai