Professor Tremblay's research agenda sits at the intersection of information systems, healthcare analytics, and AI ethics. Her work advances methods for transparent and accountable algorithmic systems, and examines how digital technologies can promote equity and social justice.
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INFORMS Journal on Computing · 2025
Integrating Mental Health and Juvenile Justice Outcomes: A Case Study of Model-Agnostic Interpretable ML
Tremblay, M.C., Castellanos, A., Espinosa, E., Kohli, R., & Roderick, T.
Accepted
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Information Systems Research · 2025
Human-Centric Information Systems Research on the Digital Future of Healthcare
Bardhan, I., Kohli, R., Oborn, E., Mishra, A., Tan, C.H., Tremblay, M.C., & Sarker, S.
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Data & Knowledge Engineering · 2025
Domain Knowledge in Artificial Intelligence: Using Conceptual Modeling to Increase Machine Learning Accuracy and Explainability
Storey, V.C., Parsons, J., Castellanos, A., Tremblay, M.C., Lukyanenko, R., Castillo, A., & Maass, W.
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Decision Support Systems · 2024
Transparency in Design Science Research
Hevner, A., Parsons, J., Brendel, A.B., Lukyanenko, R., Tiefenbeck, V., Tremblay, M.C., vom Brocke, J.
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MIS Quarterly · 2023
Data Is the New Protein: How the Commonwealth of Virginia Built Digital Resilience Muscle and Rebounded from Opioid and Covid Shocks
Tremblay, M.C., Kohli, R., & Rivero, C. · 47(1), 423–450
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MIS Quarterly · 2021
Theories in Flux: Reimagining Theory Building in the Age of Machine Learning
Tremblay, M.C., Kohli, R., & Forsgren, N. · 45(1), 455–459
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Journal of the AIS · 2020
Basic Classes in Conceptual Modeling: Theory and Practical Guidelines
Castellanos, A., Tremblay, M.C., Lukyanenko, R., & Samuel, B. · 21(4)
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Decision Sciences · 2013
IT Governance Characteristics, Electronic Medical Records Sophistication, and Financial Performance in U.S. Hospitals
Smith, A.L., Bradley, R.V., Bichescu, B.C., & Tremblay, M.C. · 44, 483–516
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Decision Support Systems · 2012
Design of an Information Volatility Measure for Health Care Decision Making
Tremblay, M.C., Hevner, A.R., & Berndt, D.J. · 52, 331–341
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Full publication list
Additional publications in JAMIA, EJIS, CAIS, ACM JDIQ, DSS, and more
$495,980
Florida AHCA · Principal Investigator · 2011–2014
Evaluation of the Implementation of the Statewide HIE for the State of Florida
$704,000
Veterans Administration · Co-Investigator · 2009–2012
Consortium for Healthcare Informatics Research
$386,000
Veterans Administration · Co-Investigator · 2008
Using Knowledge Discovery Strategies to Identify Fall-related Injuries in the VA
$250,000
RTI / ONC · Principal Investigator · 2012
Use Case Stories as a Tool for Demonstrating Helpful Business Practices and Policies
$228,000
Florida Agency for Healthcare Administration · Co-Investigator · 2013
Evaluation of the Florida Medicaid Reform Demonstration to Deter Fraud and Abuse
$100,000
Rhode Island Quality Institute · Co-Investigator · 2013
Evaluation of the State of Rhode Island HIE
