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ORCIDMonica C. Tremblay
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- affiliation: College of William & Mary, Raymond A. Mason School of Business, Williamsburg, VA, USA
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Books and Theses
- 2007
[b1]Monica Chiarini Tremblay:
Uncertainty in the information supply chain: Integrating multiple health care data sources. University of South Florida, Tampa, USA, 2007
Journal Articles
- 2025
- [j23]Veda C. Storey
, Jeffrey Parsons, Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Alfred Castillo, Wolfgang Maaß:
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability. Data Knowl. Eng. 160: 102482 (2025) - [j22]Indranil R. Bardhan, Rajiv Kohli, Eivor Oborn, Abhay Nath Mishra, Chuan Hoo Tan, Monica Chiarini Tremblay, Suprateek Sarker:
Human-Centric Information Systems Research on the Digital Future of Healthcare. Inf. Syst. Res. 36(1): 1-20 (2025) - 2024
- [j21]Alan R. Hevner, Jeffrey Parsons, Alfred Benedikt Brendel, Roman Lukyanenko, Verena Tiefenbeck, Monica Chiarini Tremblay, Jan vom Brocke:
Transparency in design science research. Decis. Support Syst. 182: 114236 (2024) - 2023
- [j20]Monica C. Tremblay, Rajiv Kohli, Carlos Rivero:
Data is the New Protein: How the Commonwealth of Virginia Built Digital Resilience Muscle and Rebounded from Opioid and COVID Shocks. MIS Q. 47(1): 423-450 (2023) - 2022
- [j19]Alexander Herwix, Amir Haj-Bolouri, Matti Rossi, Monica Chiarini Tremblay, Sandeep Purao, Shirley Gregor:
Ethics in Information Systems and Design Science Research: Five Perspectives. Commun. Assoc. Inf. Syst. 50: 34 (2022) - 2021
- [j18]Monica Chiarini Tremblay, Alan R. Hevner:
Missing Data in OLAP Cubes: Challenges and Strategies. J. Database Manag. 32(3): 1-28 (2021) - 2020
- [j17]Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Binny M. Samuel:
Basic Classes in Conceptual Modeling: Theory and Practical Guidelines. J. Assoc. Inf. Syst. 21(4): 3 (2020) - 2019
- [j16]Ken Peffers, Carol Hsu, Monica C. Tremblay, Jan vom Brocke, Marcus A. Rothenberger, Mark Srite, Tuure Tuunanen:
Editorial. J. Inf. Technol. Theory Appl. 20(1): 5 (2019) - 2018
- [j15]Monica Chiarini Tremblay, Debra E. VanderMeer, Roman Beck:
The Effects of the Quantification of Faculty Productivity: Perspectives from the Design Science Research Community. Commun. Assoc. Inf. Syst. 43: 34 (2018) - 2017
- [j14]Min Chen, Roman Lukyanenko, Monica Chiarini Tremblay:
Information Quality Challenges in Shared Healthcare Decision Making. ACM J. Data Inf. Qual. 9(1): 5:1-5:3 (2017) - [j13]Monica C. Tremblay:
Editorial. J. Inf. Technol. Theory Appl. 18(3): 1 (2017) - 2016
- [j12]Susan H. Fenton, Monica Chiarini Tremblay, Harold P. Lehmann:
Focusing on informatics education. J. Am. Medical Informatics Assoc. 23(4): 812 (2016) - [j11]Monica Chiarini Tremblay, Gloria J. Deckard, Richard Klein:
Health informatics and analytics - building a program to integrate business analytics across clinical and administrative disciplines. J. Am. Medical Informatics Assoc. 23(4): 824-828 (2016) - [j10]Monica Chiarini Tremblay:
Editorial. J. Inf. Technol. Theory Appl. 17(3): 1 (2016) - 2013
- [j9]Samir Chatterjee, Cynthia M. LeRouge, Monica Chiarini Tremblay:
Educating Students in Healthcare Information Technology: IS Community Barriers, Challenges, and Paths Forward. Commun. Assoc. Inf. Syst. 33: 1 (2013) - [j8]Antoinette L. Smith, Randy V. Bradley, Bogdan C. Bichescu, Monica Chiarini Tremblay:
IT Governance Characteristics, Electronic Medical Records Sophistication, and Financial Performance in U.S. Hospitals: An Empirical Investigation. Decis. Sci. 44(3): 483-516 (2013) - 2012
- [j7]Monica Chiarini Tremblay, Alan R. Hevner, Donald J. Berndt:
Design of an information volatility measure for health care decision making. Decis. Support Syst. 52(2): 331-341 (2012) - 2011
- [j6]Bernd Carsten Stahl, Monica Chiarini Tremblay, Cynthia LeRouge:
Focus groups and critical social IS research: how the choice of method can promote emancipation of respondents and researchers. Eur. J. Inf. Syst. 20(4): 378-394 (2011) - 2010
- [j5]Monica Chiarini Tremblay, Alan R. Hevner, Donald J. Berndt:
Focus Groups for Artifact Refinement and Evaluation in Design Research. Commun. Assoc. Inf. Syst. 26: 27 (2010) - [j4]Monica Chiarini Tremblay, Kaushik Dutta, Debra E. VanderMeer:
Using Data Mining Techniques to Discover Bias Patterns in Missing Data. ACM J. Data Inf. Qual. 2(1): 2:1-2:19 (2010) - 2009
- [j3]Monica Chiarini Tremblay, Donald J. Berndt, Stephen Luther, Philip Foulis, Dustin D. French:
Identifying fall-related injuries: Text mining the electronic medical record. Inf. Technol. Manag. 10(4): 253-265 (2009) - 2007
- [j2]Monica Chiarini Tremblay, Robert M. Fuller, Donald J. Berndt, James Studnicki:
Doing more with more information: Changing healthcare planning with OLAP tools. Decis. Support Syst. 43(4): 1305-1320 (2007) - 2006
- [j1]Christopher J. Davis, Robert M. Fuller, Monica Chiarini Tremblay, Donald J. Berndt:
Communication Challenges in Requirements Elicitation and the Use of the Repertory Grid Technique. J. Comput. Inf. Syst. 46(5): 78-86 (2006)
Conference and Workshop Papers
- 2024
- [c39]Rajiv Kohli, Monica C. Tremblay, Erin Espinosa:
Bending the Arc of the Moral Universe: Leveraging Data for Accountable Justice for Transition Age Youth. HICSS 2024: 7141-7150 - 2023
- [c38]Wolfgang Maass, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Veda C. Storey, Jonas S. Almeida:
Conceptual Alignment Method. AMCIS 2023 - [c37]Bastian Wurm, Michael Wessel, Monica Chiarini Tremblay, Michel Avital, Philipp Hukal, Iris A. Junglas:
Digital Trace Data Research in Information Systems: Opportunities and Challenges. ECIS 2023 - 2022
- [c36]Wolfgang Maass, Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Veda C. Storey:
ConceptSuperimposition: Using Conceptual Modeling Method for Explainable AI. AAAI Spring Symposium: MAKE 2022 - [c35]Wolfgang Maass, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Veda C. Storey:
AI Explainability: Embedding Conceptual Models. ICIS 2022 - 2021
- [c34]Arturo Castellanos, Alfred Castillo, Monica Chiarini Tremblay, Roman Lukyanenko, Jeffrey Parsons, Veda C. Storey:
Improving Machine Learning Performance Using Conceptual Modeling. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2021 - [c33]Roman Lukyanenko, Arturo Castellanos, Binny M. Samuel, Monica C. Tremblay, Wolfgang Maass:
Research Agenda for Basic Explainable AI. AMCIS 2021 - [c32]Thomas Roderick, Yolande Pengetnze, Steve Miff, Monica Chiarini Tremblay, Rajiv Kohli:
Building a Vulnerability Index of Biological and Socioeconomic Risk Factors to Combat COVID-19 Spread. DESRIST 2021: 22-33 - 2020
- [c31]Monica Chiarini Tremblay, Maria Cucciniello, Rosanna Tarricone, Gregory A. Porumbescu, Kevin C. Desouza:
Delivering Effective Care Through Mobile Apps: Findings from a Multi-stakeholder Design Science Approach. DESRIST 2020: 3-14 - [c30]Lina Bouayad, Monica Chiarini Tremblay, Hemant K. Jain, Carmelo Gaudioso:
Intrinsic Motivation to Share Health Information: Design Guidelines and Features for Patient Sharing Platforms. DESRIST 2020: 68-74 - [c29]Roman Lukyanenko, Arturo Castellanos, Veda C. Storey, Alfred Castillo, Monica Chiarini Tremblay, Jeffrey Parsons:
Superimposition: Augmenting Machine Learning Outputs with Conceptual Models for Explainable AI. ER (Workshops) 2020: 26-34 - 2019
- [c28]Malgorzata Kolotylo-Kulkarni, Monica C. Tremblay, George M. Marakas:
Information Delivery and Context in Online Decision Support. AMCIS 2019 - [c27]Roman Lukyanenko, Arturo Castellanos, Jeffrey Parsons, Monica Chiarini Tremblay, Veda C. Storey:
Using Conceptual Modeling to Support Machine Learning. CAiSE Forum 2019: 170-181 - 2018
- [c26]Monica Chiarini Tremblay, Rajiv Kohli, Nicole Forsgren, Varun Grover, Ahmed Abassi, Alan R. Hevner, Roy Rapaport:
Will Artificial Intelligence Automate Theory Building? Are there Lessons for Academia from Practice? ICIS 2018 - 2017
- [c25]Gurpreet Dhillon, Kane Smith, Monica C. Tremblay:
Blockchain for Privacy and Security: The Case of Health Informatics. AMIA 2017 - [c24]Nicole Forsgren, Monica Chiarini Tremblay, Debra E. VanderMeer, Jez Humble:
DORA Platform: DevOps Assessment and Benchmarking. DESRIST 2017: 436-440 - [c23]Arturo Castellanos, Alfred Castillo, Roman Lukyanenko, Monica Chiarini Tremblay:
Understanding Benefits and Limitations of Unstructured Data Collection for Repurposing Organizational Data. SIGSAND 2017: 13-24 - 2016
- [c22]Monica C. Tremblay, Jason Thatcher, Alok Gupta, Arun Rai, Paulo B. Góes:
Evaluating Tenure Cases for Scholars Active in Emergent or Non-mainstream IS research topics. AMCIS 2016 - [c21]Malgorzata Kolotylo, Monica C. Tremblay:
Selecting Health Insurance Coverage: Can Complexity and Context Be Used to Manipulate Choices? AMIA 2016 - [c20]Carlos M. Parra, Monica Chiarini Tremblay, Arturo Castellanos:
Prominent voices and prevalent discourses: A corporate social responsibility application. ICDIM 2016: 74-78 - [c19]Peng Zhang, Monica Chiarini Tremblay, Richard Klein:
An Empirical Investigation of Health Information Exchange Success Factors. ICIS 2016 - 2015
- [c18]Arturo Castellanos, Carlos M. Parra, Monica Chiarini Tremblay:
Corporate Social Responsibility Reports: Understanding Topics via Text Mining. AMCIS 2015 - [c17]Gloria J. Deckard, Monica C. Tremblay, John Zhang:
A Multi-Agent Approach For HIE Design and Implementation. AMCIS 2015 - [c16]Monica C. Tremblay, Gloria J. Deckard, Peng Zhang:
Lack of Unique Healthcare Identifier in Healthcare Information Exchanges: A Field Study. AMIA 2015 - [c15]Pouyan Esmaeil Zadeh, Monica C. Tremblay, Gloria J. Deckard:
A Survey on E-Prescribing: Awareness, Satisfaction, Benefits and Barriers in Florida. AMIA 2015 - [c14]Monica Chiarini Tremblay, Carlos M. Parra, Arturo Castellanos:
Analyzing Corporate Social Responsibility Reports Using Unsupervised and Supervised Text Data Mining. DESRIST 2015: 439-446 - 2014
- [c13]Arturo Castellanos, Alfred Castillo, Monica C. Tremblay:
Improving Case Management via Statistical Text Mining of in a Foster Care Organization: Examining Psychotropic. AMIA 2014 - [c12]Peng Zhang, Monica C. Tremblay:
A Quest for HIE Success - Agency Theory and Technology Mutual Adaptation Framework. AMIA 2014 - [c11]Alfred Castillo, Arturo Castellanos, Monica Chiarini Tremblay:
Improving Case Management via Statistical Text Mining in a Foster Care Organization. DESRIST 2014: 312-320 - 2013
- [c10]Cynthia LeRouge, Brandon L. Rahn, Jiajing Chen, Monica C. Tremblay, Kelvin Hanson:
Crossing the Early Adopter Chasm for HIE. AMIA 2013 - [c9]Monica C. Tremblay, Debra Van der Meer, Gloria J. Deckard:
Capturing the Adoption of the Direct Standard for Health Information Exchange: A UML Approach. AMIA 2013 - [c8]Debra E. VanderMeer, Monica Chiarini Tremblay:
What's the Best Bet? An Analysis of Design Scientists' Perceptions of Receptivity and Impact of IS Journals. DESRIST 2013: 50-58 - 2012
- [c7]Monica C. Tremblay, Gloria J. Deckard:
Evaluating the Implementation of a Statewide HIE: Approach, Challenges and Lessons Learned. AMIA 2012 - 2009
- [c6]Monica Chiarini Tremblay, Donald J. Berndt, Alan R. Hevner:
Measuring information volatility in a health care information supply chain. DESRIST 2009 - [c5]Bernd Carsten Stahl, Monica Chiarini Tremblay, Cynthia LeRouge:
Focus groups and critical social IS research: How the choice of method can promote emancipation of respondents and researchers. ECIS 2009: 1114-1125 - 2006
- [c4]Areej Yassin, Donald J. Berndt, Monica Chiarini Tremblay:
Investigative Data Warehousing and Mining for Database Security. AMCIS 2006: 416 - [c3]Monica Chiarini Tremblay:
Uncertainty in the Information Supply Chain: Integration of Multiple Data Sources. AMCIS 2006: 521 - [c2]Monica Chiarini Tremblay, Donald J. Berndt, James Studnicki:
Feature Selection for Predicting Surgical Outcomes. HICSS 2006 - 2005
- [c1]Monica Chiarini Tremblay, Donald J. Berndt, Philip Foulis, Stephen Luther:
Utilizing Text Mining Techniques to Identify Fall Related Injuries. AMCIS 2005: 109
Editorship
- 2014
- [e1]Monica Chiarini Tremblay, Debra E. VanderMeer, Marcus A. Rothenberger, Ashish Gupta, Victoria Y. Yoon:
Advancing the Impact of Design Science: Moving from Theory to Practice - 9th International Conference, DESRIST 2014, Miami, FL, USA, May 22-24, 2014. Proceedings. Lecture Notes in Computer Science 8463, Springer 2014, ISBN 978-3-319-06700-1 [contents]
Informal and Other Publications
- 2025
- [i1]Veda C. Storey, Jeffrey Parsons, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Wolfgang Maass, Alfred Castillo:
Domain Knowledge in Artificial Intelligence: Using Conceptual Modeling to Increase Machine Learning Accuracy and Explainability. CoRR abs/2507.02922 (2025)
Coauthor Index
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