澳大利亚保险公司通过申请表、公开数据、第三方数据和人工智能分析等多个渠道收集消费者信息，用于设定保险费率1。这些做法引发了关于隐私保护和歧视性定价的广泛担忧。
在澳大利亚，虽然法律禁止基于种族的差别定价，但保险公司在年龄、残疾和性别方面获得了豁免权，可根据"合理依赖的精算或统计数据"进行差异化定价1。美国监管部门也开始关注这一问题：2025年美国联邦贸易委员会对通用汽车采取执法行动，指控其向包括保险公司在内的第三方销售驾驶行为和位置数据1。此外，即使数据被去识别化处理，澳大利亚竞争与消费者委员会2024年的报告指出，这些数据仍可能在与其他信息结合时被重新识别1。
保险行业的透明度问题同样令人担忧。澳大利亚金融监管局对五家汽车保险提供商的审查发现，这些公司均未在报价和续保文件中充分解释影响保费计算的关键因素1。为加强消费者保护，澳大利亚自10月起实施了禁止保险公司使用不利遗传检测结果的新规定1。
Australian insurers collect personal information from diverse sources to determine insurance pricing, raising significant concerns about privacy and potential discrimination.1 Data acquisition methods include application forms, publicly available information, third-party data providers, and artificial intelligence analysis.1 While Australian law prohibits differential pricing based on race, insurers receive exemptions allowing them to use age, disability, and gender as pricing factors, provided they rely on "reasonable actuarial or statistical data."1
The practice of data collection has drawn regulatory scrutiny. In 2025, the U.S. Federal Trade Commission took action against General Motors, alleging the company sold driving behavior and location data to third parties, including insurance companies.1 Australian competition authorities reported in 2024 that even de-identified data can be re-identified when combined with other information sources.1 A 2026 review by the Australian Securities and Investments Commission found that all five automotive insurance providers examined failed to explain key factors affecting premium calculations in quotation and renewal documents.1 Additionally, a prohibition on insurers using adverse genetic test results in underwriting decisions took effect in October.1
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