Overview
Background
Dr Ida Asadi Someh is an Associate Professor at the University of Queensland Business School, where her research helps organizations and senior executives lead effectively with data and artificial intelligence. Her work focuses on how organizations build enterprise‑wide capabilities around data and AI, including data democracy, AI governance, and value creation at scale. She provides executives with practical, research‑grounded guidance on how to design organizational structures, processes, and decision rights that enable data and AI to improve performance without creating hidden risk. A core focus of her work is close scrutiny of how data and AI systems can quietly generate risk and injustice, and how organizations can design governance, oversight, and control mechanisms that keep humans meaningfully in charge as these systems scale.
A defining feature of her profile is direct translation for executives. Over the past decade, Dr Asadi Someh has maintained a close research collaboration with the MIT Sloan Center for Information Systems Research, producing a large body of executive‑focused research outputs grounded in in‑depth case studies of real organizations implementing data and AI at scale. Her empirical work spans more than 60 cases across the public and private sectors, including organizations such as Microsoft, GE, Cemex, BBVA, Johnson & Johnson, Siemens, SAP, the Australian Taxation Office, and major public‑sector agencies. These cases examine how organizations actually govern data and AI in practice, how they build explanation capability, scale enterprise AI, redesign work, and manage the organizational tensions that arise between innovation, accountability, and public trust.
Dr Asadi Someh’s reseach has been published in leading journals such as Journal of Association for Information Systems, European Journal of Information Systems, Journal of Strategic Information Systems, Journal of Information Technology, MIT Sloan Management Review, and MIS Quarterly Executive. Her publications have received numerous prestigious awards, including the AIS Senior Scholar Best IS Publication Award, the Stafford Beer Medal, the Paul Gray Award for the most thought‑provoking paper, Society of Information Management Best Case competition and research impact awards.
Alongside her research, Dr Asadi Someh is a passionate educator committed to developing the next generation of data leaders. She is deeply motivated by the belief that data, analytics, and AI should be accessible to everyone. She led the redesign and launch of the University of Queensland’s Master of Business Analytics with the explicit aim of building data savviness across the business profession and equipping graduates to lead confidently in data‑ and AI‑driven organizations.
Finally, Dr Asadi Someh co‑leads the Emerging Technology Research Hub at UQ Business School, bringing together researchers, industry, and policymakers to generate evidence‑based insights on how emerging technologies that reshape organisations, markets, and governance, and how they can be translated into sustainable business and economic value.
Availability
- Associate Professor Ida Asadi Someh is:
- Available for supervision
Qualifications
- Doctor of Philosophy, University of Melbourne
Research interests
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Business Analytics
The goal of this research is to help organizations create value from business analytics systems. This research focuses on the use and value of data for decision making as well as data governance to better manage the risks associated with data-driven decision making.
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Big Data and Society
This research explores the impact of big data and artificial intelligence on society. It particularly focuses on issues related to ethics, privacy and accountability as data and algorithms become pervasively used for decision making. The goal of this research is to create pathways to better distribute the value of data-driven services between various stakeholders.
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Business Value of IT
The goal of this research is to help organizations maximise the value from their IT investments. It includes explaining how value is created as well as approaches to measure the impact of IT.
Works
Search Professor Ida Asadi Someh’s works on UQ eSpace
2020
Conference Publication
Overcoming organizational obstacles to artificial intelligence value creation: propositions for research
Someh, Ida, Wixom, Barbara and Zutavern, Angela (2020). Overcoming organizational obstacles to artificial intelligence value creation: propositions for research. Hawaii International Conference on System Sciences, Maui, HI, United States, 7-10 January 2020. Hawaii International Conference on System Sciences. doi: 10.24251/hicss.2020.712
2019
Journal Article
New service-based business model requires new analytics
Someh, Ida and Wixom, Barbara (2019). New service-based business model requires new analytics. Business Intelligence Journal, 24 (1), 12-19.
2019
Journal Article
BBVA’s data monetization journey
Alfaro, Elena, Bressan, Marco, Girardin, Fabien, Murillo, Juan, Someh, Ida and H. Wixom, Barbara (2019). BBVA’s data monetization journey. MIS Quarterly Executive, 18 (2), 117-128. doi: 10.17705/2msqe.00011
2019
Journal Article
Ethical issues in big data analytics: A stakeholder perspective
Someh, Ida, Davern, Michael, Breidbach, Christoph F. and Shanks, Graeme (2019). Ethical issues in big data analytics: A stakeholder perspective. Communications of the Association for Information Systems, 44 (1) 34, 718-747. doi: 10.17705/1cais.04434
2019
Journal Article
Reconceptualizing synergy to explain the value of business analytics systems
Someh, Ida, Shanks, Graeme and Davern, Michael (2019). Reconceptualizing synergy to explain the value of business analytics systems. Journal of Information Technology, 34 (4), 371-391. doi: 10.1177/0268396218816210
2019
Book Chapter
On the ethical implications of big data in service systems
Breidbach, Christoph F., Davern, Michael, Shanks, Graeme and Asadi-Someh, Ida (2019). On the ethical implications of big data in service systems. Handbook of service science. (pp. 661-674) edited by Paul P. Maglio, Cheryl A. Kieliszewski, James C. Spohrer, Kelly Lyons, Lia Patrício and Yuriko Sawatani. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-98512-1_29
2018
Conference Publication
Explaining to customers: towards ethical big data analytics services
Afrashteh, Sadaf, Someh, Ida and Davern, Michael (2018). Explaining to customers: towards ethical big data analytics services. Information Systems Foundations Workshop: Theorising Society in Information Systems, Canberra, ACT Australia, 1-3 October 2018.
2018
Other Outputs
Accelerating Data-Driven Transformation at BBVA
Wixom, Barbara and Someh, Ida (2018). Accelerating Data-Driven Transformation at BBVA. Research Briefing Center for Information Systems Research: Massachusetts Institute of Technology (MIT).
2018
Other Outputs
BBVA Fuels Digital Transformation Progress with a Data Science Center of Excellence
Alfaro, Elena, Murillo, Juan, Girardin, Fabien, Wixom, Barbara H. and Someh , Ida Asadi (2018). BBVA Fuels Digital Transformation Progress with a Data Science Center of Excellence. Case Study Report. Center for Information Systems Research, Massachusetts Institute of Technology (MIT).
2018
Journal Article
Achieving benefits with enterprise architecture
Shanks, G., Gloet, M., Asadi, Someh I., Frampton, K. and Tamm, T. (2018). Achieving benefits with enterprise architecture. Journal of Strategic Information Systems, 27 (2), 139-156. doi: 10.1016/j.jsis.2018.03.001
2018
Conference Publication
Towards ethical big data artifacts: a conceptual design
Tona, Olgerta, Someh, Ida Asadi, Mohajeri, Kaveh, Shanks, Graeme, Davern, Michael, Carlsson, Sven and Kajtazi, Miranda (2018). Towards ethical big data artifacts: a conceptual design. 51st Hawaii International Conference on System Sciences, Hilton Waikoloa Village, Hawaii, 3-6 January 2018. Hawaii International Conference on System Sciences. doi: 10.24251/hicss.2018.571
2018
Conference Publication
Emergence of data and non-data team networks: an agent-based model
Someh, Ida, Jafari Songhori, Mohsen, Wixom, Barbara and Shanks, Graeme (2018). Emergence of data and non-data team networks: an agent-based model. International Conference on Information Systems 2018, ICIS 2018, San Francisco, CA United States, 13-16 December 2018. Atlanta, GA United States: Association for Information Systems.
2017
Other Outputs
Data-Driven Transformation at Microsoft
Asadi Someh, Ida and Wixom, Barbara (2017). Data-Driven Transformation at Microsoft. Research Briefing Center for Information Systems Research: Massachusetts Institute of Technology (MIT).
2017
Other Outputs
Microsoft turns to data to drive business success
Someh, Ida Asadi and Wixom, Barbara (2017). Microsoft turns to data to drive business success. Case Study Report. Center for Information Systems Research, Massachusetts Institute of Technology.
2017
Conference Publication
Enablers and mechanisms: practices for achieving synergy with business analytics
Asadi Someh, Ida, Wixom, Barbara, Davern, Michael and Shanks, Graeme (2017). Enablers and mechanisms: practices for achieving synergy with business analytics. Hawaii International Conference on System Sciences, Waikoloa, HI, United States, 4-7 January 2017. Honolulu, HI, United States: Hawaii International Conference on System Sciences. doi: 10.24251/hicss.2017.649
2016
Journal Article
Emergence of business value from complementary interactions between informational and transactional IT systems
Someh, Ida Asadi and Shanks, Graeme (2016). Emergence of business value from complementary interactions between informational and transactional IT systems. Australasian Journal of Information Systems, 20. doi: 10.3127/ajis.v20i0.1122
2016
Conference Publication
The role of synergy in using enterprise architecture for business transformation
Asadi Someh, Ida, Frampton, Keith, Davern, Michael and Shanks, Graeme (2016). The role of synergy in using enterprise architecture for business transformation. European Conference on Information Systems, Istanbul, Turkey, 12-15 June 2016. Atlanta, GA, United States: Association for Information Systems.
2016
Conference Publication
Ethical implications of big data analytics
Asadi Someh, I., Breidbach, C. F., Davern, M. and Shanks, G. (2016). Ethical implications of big data analytics. 24th European Conference on Information Systems, ECIS 2016, Istanbul, Turkey, 12 - 15 June 2016. Atlanta, GA United States: Association for Information Systems.
2015
Conference Publication
How business analytics systems provide benefits and contribute to firm performance?
Asadi Someh I. and Shanks G. (2015). How business analytics systems provide benefits and contribute to firm performance?. 23rd European Conference on Information Systems, ECIS 2015, Munster, Germany, 26 - 29 May, 2015. Association for Information Systems.
2014
Conference Publication
Complementarity of informational and transactional IT systems in generating IT-based business value
Someh I. A. and Shanks G. (2014). Complementarity of informational and transactional IT systems in generating IT-based business value. 8th Information Systems Foundations Workshop, WISF 2014, Canberra, Australia, 2 - 3 October, 2014. ANU E Press.
Supervision
Availability
- Associate Professor Ida Asadi Someh is:
- Available for supervision
Looking for a supervisor? Read our advice on how to choose a supervisor.
Supervision history
Current supervision
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Master Philosophy
'Designing socio-technical controls for autonomous AI systems: An approach for responsible enterprise adoption'.
Principal Advisor
Other advisors: Professor Shazia Sadiq, Professor Marta Indulska
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Doctor Philosophy
Developing Data-Driven Organisations
Principal Advisor
Other advisors: Professor Marta Indulska, Dr Tapani Rinta-Kahila
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Doctor Philosophy
Improving Sepsis Management through Better Data and Rapid Learning
Associate Advisor
Other advisors: Professor Andrew Burton-Jones, Associate Professor Adam Irwin, Professor Marta Indulska
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Master Philosophy
Evolving Expertise in the Software Industry with AI
Associate Advisor
Other advisors: Dr Tapani Rinta-Kahila
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Doctor Philosophy
A Process Oriented Approach to Value Creation from Data Products
Associate Advisor
Other advisors: Professor Marta Indulska, Professor Shazia Sadiq
Media
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