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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.
214 posts
Data Ethics
Sentiment Analysis – Treat with Caution public
Data Ethics • 3 min read

Sentiment Analysis – Treat with Caution

The increase in remote working triggered by the pandemic caused Zoom to become a popular tool for holding meetings and speaking with clients. Now Zoom is to allow account holders to carry out sentiment analysis on those they are engaging with. I explore what it means for insurers.…
Duncan Minty
Duncan Minty •
Is Open Data Compatible with Insurance? public
Underwriting • 4 min read

Is Open Data Compatible with Insurance?

There’s a lot of upbeat talk about how open data could revolutionise insurance. The seamless exchange of data and cover seems so simple. Yet dig around a bit and contradictions emerge. Are the principles of open data and insurance underwriting sufficiently in sync? It’s an open question.…
Duncan Minty
Duncan Minty •
Are Regulators Sitting on an Algorithmic Fence? public
Data Ethics • 3 min read

Are Regulators Sitting on an Algorithmic Fence?

A key question for insurers over the next 5 years will be how regulators handle the issues raised by their increasing use of algorithms. The message being signalled in a recent paper by the Digital Regulation Cooperation Forum is clear. And the position they’re taking will be an uncomfortable one.…
Duncan Minty
Duncan Minty •
Machine Unlearning - a New Digital Capability for Insurers public
Data Ethics • 4 min read

Machine Unlearning - a New Digital Capability for Insurers

Some serious exposures are looming on insurers’ reputational horizons. Most stem from how their digital technologies have been configured. If any of those exposures are realised, insurers will have to both delete ‘bad data’ and remove its influence on their models. It’s called machine unlearning…
Duncan Minty
Duncan Minty •
Insurers to be Banned from Electronic Health Data in the EU public
Data Ethics • 3 min read

Insurers to be Banned from Electronic Health Data in the EU

The EU has this week issued a proposal for the regulation of electronic health data. It’s implications for insurance are stark. As it stands, the proposal will ban the secondary use of electronic health data for insurance purposes. It’s early days, but insurers have a digital mountain to climb.…
Duncan Minty
Duncan Minty •
Data Ethics • 2 min read

Regulators issue Two Important Papers on Algorithms

The UK’s Digital Regulation Cooperation Forum has just issued two ‘call for input’ papers that insurers should pay attention to. These point to some joint regulatory initiatives ahead. One paper is on the benefits and harms of algorithms, and the other on auditing algorithms.…
Duncan Minty
Duncan Minty •
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