FLAIG Publications
Acknowledgement
The list of publications includes scientific papers that are 1) co-authored by researchers in the FLAIG project and 2) linked to FLAIG core themes.
We wish to acknowledge that many of the publications represent a joint effort between FLAIG and other research projects. We are thankful for our great collaborators!
2026
Ahmad, F., Mäntymäki, M. 2026. Innovating with Publicly Available LLMs at Work: A Lifespan Perspective. Proceedings of the 59th Hawaii International Conference on System Sciences. Link to publication
Birkstedt, T., Minkkinen, M., Mäntymäki, M. 2026. Organizations Forming AI Governance Practices Through Actor Networks. I3E proceedings. Link to publication
Khan, F., Mäntymäki, M. 2026. Interorganizational AI Governance in Academic and Grey Literature. I3E proceedings. Link to publication
Khan, F., Minkkinen, M., Jylhä, H., Birkstedt, T., Mäntymäki, M. 2026. Implementing AI Governance: Contrasting the Academic and Grey Literature. ECIS 2026 proceedings. Link to publication
Pervez, H., Minkkinen, M., Jylhä, H., Mäntymäki, M. 2026. Ethical Issues of Large Language Models: A Multi-Level Thematic Synthesis of the Academic Literature. AI & Ethics 6, 344. Link to publication
Viljanen, M., Lepinkäinen, N. 2026. Generative AI in the Banking Sector: Regulatory Mapping. Link to publication
2025
Laato, J., Mäntymäki, M., Kordyaka, B., Laato, S. 2025. Automating Qualitative Data Analysis with Chain-of-Thought Reasoning Models: A Study with the Gioia Method. In AMCIS 2025: Proceedings of the 31st Americas Conference on Information Systems Article 2130 (AMCIS proceedings). AIS Electronic Library (AISeL). Link to publication
Laine J., Minkkinen M., Mäntymäki M. 2025. Understanding the Ethics of Generative AI: Established and New Ethical Principles. Communications of the Association for Information Systems, 56, 1-25. Link to publication
Pervez, H., Minkkinen, M., Jylhä, H., Mäntymäki, M. 2025. AI Governance as a Mediator Between Institutional Pressures and Workplace Use of Generative AI. In: Achilleos, A., Forti, S., Papadopoulos, G.A., Pappas, I. (eds) Pervasive Digital Services for People’s Well-Being, Inclusion and Sustainable Development. I3E 2025. Lecture Notes in Computer Science, vol 16079. Springer, Cham. Link to publication
Theses
Teaming Up With AI: Supporting Human-AI Collaboration in Insurance Decision-Making (2026)
Roosa Toivanen, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe20260701108131
IT and data governance in the age of artificial intelligence (2026)
Tapani Heinonen, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe20260701108528
Employees’ Perception, Interpretation and Enactment of Organizational Governance Mechanisms for Generative AI Use (2026)
Jad Khalifa, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe20260831121226
Customer Expectations of AI in Retail Banking: A Vignette-Based Qualitative Study (2026)
Jyri Huopalainen, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe20260911125025
Responsible AI Ecosystems: Insights from the insurance industry (2026)
Saimi Heikkilä, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe20261005131429
Generatiivisen tekoälyn vaikutus matkailutuotteiden ostopäätösprosessiin (2026)
Oona Reinikainen, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe2026061569657
Towards Resilient and Responsible AI: A Scoping Review of Barriers and Enablers (2026)
Laura Koivumäki, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe2026052857616
The Role of Artificial Intelligence in Market Analysis: A Case Study in the Maritime Industry (2025)
Kaspian Taanila, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe2025061871129
Fostering Responsible Adoption of AI-based Innovation: An Exploratory Case Study on Risk Identification and Awareness in Healthcare and Education Sectors (2025)
Emma Kuusela, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe2025060561445
Governing artificial intelligence: from ethical principles toward organizational AI governance practices (2024)
Teemu Birkstedt, University of Turku, Information Systems Science, PhD thesis
https://urn.fi/URN:ISBN:978-951-29-9922-4
Governance approaches for organizations using generative AI (2024)
Mia Koistinen, University of Turku, Information Systems Science
https://urn.fi/URN:NBN:fi-fe202501133034