Research handbook on artificial intelligence and decision making in organizations

edited by Ioanna Constantiou (Full Professor, Department of Digitalization, Copenhagen Business School, Denmark), Mayur P. Joshi (Assistant Professor of Information Systems, Telfer School of Management, University of Ottawa, Canada) and Marta Stelmaszak (Assistant Professor of Information Systems, The School of Business, Portland State University, US)

"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 such solutions in strategic decision making. Bringing together cutting-edge scholarship on the many issues and complexities surrounding the use of AI in decision making for organizations, this enlightening Research Handbook illustrates how technology is intertwined with organizational processes and outcomes. Contributors examine human-AI collaboration in welfare services, responsible AI governance, AI systems in medical imaging, and the ethical implications of AI use in practice. Furthermore, the editors propose an integrative framework for decision making in organizations that encompasses making decisions about AI, with AI, and the implications of decisions made by AI. The Research Handbook will be essential reading for students, academics and researchers in business analytics, information systems, organizational innovation, organizational behavior, and organizational and occupational psychology. It will also be a valuable resource for business managers and AI engineers"--

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Year of publication:	2024
Other Persons:	Constantiou, Ioanna (ed.) ; Joshi, Mayur P. (ed.) ; Stelmaszak, Marta (ed.)
Institutions:	Edward Elgar Publishing (publisher)
Publisher:	Cheltenham, UK : Edward Elgar Publishing
Subject:	Decision making \| Artificial intelligence \| Managing AI \| Human-AI interaction \| Human-AI collaboration \| Algorithmic decision-making \| Künstliche Intelligenz \| Entscheidung \| Decision \| Management-Informationssystem \| Management information system \| Expertensystem \| Expert system \| Organisationale Entscheidung \| Organizational decision-making \| Entscheidungsfindung

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Extent:	1 Online-Ressource (392 pages)
Series:	Research handbooks in business and management
Type of publication:	Book / Working Paper
Type of publication (narrower categories):	Aufsatzsammlung
Language:	English
Notes:	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 -- 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 -- 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 -- 20. Ethical implications of AI use in practice for decision-making / Jingyao (Lydia) Li, Yulia Litvinova, Marco Marabelli, and Sue Newell.
ISBN:	978-1-80392-621-6 ; 978-1-80392-620-9
Other identifiers:	10.4337/9781803926216 [DOI]
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://www.econbiz.de/10014512174