posted on 2025-10-28, 00:59authored byMatias Alfredo Morales Armijo
<p dir="ltr">This research project explores the ethical considerations surrounding the integration of artificial intelligence (AI) in the Australian insurance sector. While AI advances risk assessment, pricing and underwriting, ethical concerns remain underexplored. Using TCCM (theory, context, characteristics and methodology) framework, this study applies web scraping to analyse insurers’ media releases and web pages. K-means clustering identified six thematic topics, with operational content dominating ethical discourse. Only 42% of companies referenced at least one of <i>Australia’s 8 Artificial Intelligence Ethics Principles</i>, most frequently wellbeing and privacy. Transparency, explainability and fairness were least cited, revealing a gap between ethical intent and practice.</p>
History
Table of Contents
1. Introduction -- 2. Literature Review -- 3. Research Methodology -- 4. Results -- 5. Conclusion -- References
Awarding Institution
Macquarie University
Degree Type
Thesis MRes
Degree
Master of Research
Department, Centre or School
Department of Actuarial Studies and Business Analytics
Year of Award
2025
Principal Supervisor
Jinhui Zhang
Additional Supervisor 1
Yanlin Shi
Rights
Copyright: The Author
Copyright disclaimer: https://www.mq.edu.au/copyright-disclaimer