Data Ethics

With insurance becoming increasingly digital, data ethics has become the key lens through which issues and challenges are emerging. What makes it particularly important is how it is influencing insurance at both the policy and the market levels.
203 posts
Data Ethics
A Significant Development on Bias in US Insurance public
Discrimination 4 min read

A Significant Development on Bias in US Insurance

Many in the sector are focussing on the ethics of AI decision systems. It’s important but an equally immediate issue is insurers’ use of secondary data. A recent legislative move in the US illustrates this. There are deep currents at play here. I unpick the layers and look at the implications.…
Duncan Minty
Duncan Minty
Hardening Attitudes to Insurance Lobbying public
Regulation 3 min read

Hardening Attitudes to Insurance Lobbying

Insurers invest a lot of money in trade bodies. Their role is to formulate sector level policy and lobby policy makers on members’ interests. However that lobbying seems to be having less impact. Insurers’ no longer have the most convincing message. The implications of this are significant.…
Duncan Minty
Duncan Minty
NAO report exposes the FCA’s Struggles with Data public
Regulation 4 min read

NAO report exposes the FCA’s Struggles with Data

The FCA has been struggling with data risks associated with both the market and its own transformation. So reported the National Audit Office recently. This explains the FCA’s hot and cold approach to data issues. So what does this mean for UK insurers over the next 12 months?…
Duncan Minty
Duncan Minty
Forced Transparency – the Challenge facing Insurers public
Data Ethics 3 min read

Forced Transparency – the Challenge facing Insurers

2024 will see several challenges that the insurance sector is facing come to a head. Out of this will emerge a period of forced transparency, in which certain working practices are opened up to scrutiny. How insurers prepare for this is crucial for customers, investors and regulators.…
Duncan Minty
Duncan Minty
Synthetic Data - 3 Things Insurers Need to Understand public
Data Ethics 5 min read

Synthetic Data - 3 Things Insurers Need to Understand

The data that fuels a digital strategy can be incomplete, expensive or biased. One way to overcome this is through synthetic data. As margins from existing datasets narrow, more and more insurers will turn to it. So what sort of ethical questions are associated with it?…
Duncan Minty
Duncan Minty
Data Ethics & Insurance : New Initiatives, Hard Decisions public
Data Ethics 7 min read

Data Ethics & Insurance : New Initiatives, Hard Decisions

Several initiatives on data ethics will be launched in the UK insurance sector in 2024. That’s great, but those commitments need to reflect what consumers are concerned about. This means a lot of risk assessment and implementation work. So what are the hard decisions that will inevitably be faced?…
Duncan Minty
Duncan Minty
Fairness as a Service : a Step Forward for Insurers public
Fairness 8 min read

Fairness as a Service : a Step Forward for Insurers

A data and analytics provider to the insurance sector has launched fairness as a service. It’s orientated around the US requirement that insurers do not unfairly discriminate. It’s the sort of service that a recent UK Gov. report called for. I examine how it works and what it points to.…
Duncan Minty
Duncan Minty
Embedded Insurance and Manufactured Vulnerability public
Marketing 6 min read

Embedded Insurance and Manufactured Vulnerability

Embedded insurance is a form of hyper-personalisation designed to present the right product to you just when you need it and most likely to buy it. In short, data fuelled prescriptive marketing. Yet if marketing is about persuasion, how do insurers steer clear of digital manipulation?…
Duncan Minty
Duncan Minty
Being Human - Insurance and the Right to Move On public
Autonomy 6 min read

Being Human - Insurance and the Right to Move On

The digital world that insurers operate in sees data being retained for long periods of time. That view is based upon the influence of moral hazard and character. Yet part of being human is to evolve and move on, to leave behind who we used to be. I examine this dilemma and identify the challenges.…
Duncan Minty
Duncan Minty
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