Projects per year
Personal profile
Biography
Dr Caddie Gao is a decision scientist working at the intersection of business and information systems. A focus of her research is to examine decision support technologies and their impact on addressing organisational challenges. Her latest research focuses on applying behavioural economics (BE) in understanding human decision-making, and designing, developing, and evaluating business analytics/intelligence systems to support and improve human decision-making processes and decision outcomes. Another research area she is currently working on is to devise behavioural interventions to change human behaviour in a predictable way with the explicit goal of improving a decision-making process. The research methodologies involved in her research include design science, qualitative and quantitative research methods.
Research interests
Behavioural economics
Decision theory
Decision support systems
Business intelligence
Business analytics
Business process management
Risk management
Financial information systems
Monash teaching commitment
Dr Caddie Gao has experience as the Chief Examiner for the following units in the Faculty of IT:
- FIT3136 IT governance and strategy for business
- FIT5092 Electronic business
- FIT5094 IT for management decision making
- FIT5108 Reading unit
- FIT5109 Research topic
- FIT5123/FIT9123 Introduction to business information systems
- FIT5159 IT for financial decisions
- FIT5160 Business process modelling, design and simulation
- FIT4007/FIT5181 Advanced topics in information systems
- FIT9004 Computer programming for business
Caddie has experience as the Lecturer for the following units in the Faculty of IT:
- FIT1030 Introduction to business information systems
- FIT5092 Electronic business
- FIT5094 IT for management decision making
- FIT5123/FIT9123 Introduction to business information systems
- FIT5159 IT for financial decisions
- FIT5160 Business process modelling, design and simulation
- FIT4007/5181 Advanced topics in information systems
- FIT9004 Computer programming for business
Education/Academic qualification
Tertiary Education, Graduate Certificate of Higher Education, Monash University
Award Date: 18 Oct 2012
Business Information Systems, Doctor of Philosophy, University of Queensland
Award Date: 7 Apr 2010
Business Information Systems, Master of Philosophy, City University of Hong Kong
Award Date: 8 Nov 2005
Business Information Systems, Bachelor of Business Administration (Honours), City University of Hong Kong
Award Date: 11 Nov 2003
Research area keywords
- Information Systems
- Decision Support Systems
- Behavioral decision theory
- Behavioral Economics
- Business Analytics
- Business Intelligence
- Business Process Modelling and Simulation
- Risk Management
- Information Systems Management
Collaborations and top research areas from the last five years
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Nudge CDSS: Nudging clinicians to reduce unnecessary medical test ordering
Gao, C., Burstein, F. & Buntine, P.
1/12/22 → 29/12/23
Project: Research
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Victorian Government Digital Build - Translating theory into practice (Building 4.0 CRC Project 38)
Ramirez, D., Khor, L., Maxwell, D., Oliver, G., Anwar, M., Gao, C., Kuzmanovska, I., Soltani, S., Frost, L., O'Hanlon, S. & Labanca, C.
19/05/22 → 18/05/23
Project: Research
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A study of the contextual factors influencing emergency department clinician’s diagnostic test ordering decision making
Bai, L., Gao, S., Burstein, F. & Buntine, P., Dec 2022, Australasian Conference on Information Systems 2022. Maynard, S., Hsu, C. & Alam, L. (eds.). Atlanta Georgia USA: Australasian Chapter of the Association for Information Systems (AAIS), p. 1-11 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Behavioral economics in information systems research: critical analysis and research strategies
Arnott, D. & Gao, S., 1 Mar 2022, In: Journal of Information Technology. 37, 1, p. 80-117 38 p.Research output: Contribution to journal › Article › Research › peer-review
5 Citations (Scopus) -
Graduate students as surrogates for managers in business intelligence and analytics research: a preliminary study
Song, Y., Arnott, D. & Gao, S., 2022, In: Journal of Decision Systems. 31, 3, p. 280-304 25 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
Predicting patient Length of Stay in Australian emergency departments using data mining
Gurazada, S. G., Gao, S., Burstein, F. & Buntine, P., 30 Jun 2022, In: Sensors. 22, 13, 15 p., 4968.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile5 Citations (Scopus) -
Rethinking clinical decision support alerts from behavioural economics perspectives
Hashemi, S., Gao, C. & Burstein, F., 2022, PACIS 2022 PROCEEDINGS. Cheung, C. & Xu, D. (eds.). Atlanta Georgia USA: Association for Information Systems, 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Prizes
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Best Knowledge Management Paper Award
Xiao, Meng (Recipient), Meredith, Robert (Recipient) & Gao, Caddie (Recipient), Dec 2016
Prize: Prize (including medals and awards)
File
Activities
- 1 Committees and working groups
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Co-Chair - Early Career Researcher (ECR) Committee - Faculty of Information Technology, Monash University
Caddie Gao (Chair/ Co-Chair)
2011 → 2012Activity: External Academic Engagement › Committees and working groups