Deduplication and pension schemes

Deduplication is an essential part of data preparation for statistical modelling. The phenomenon of multiple policies per person is a major issue for annuity portfolios, and arises from life companies' policy-orientated view of the world. This makes perfect sense for insurers, of course, since their legal liability is the policy.

My expectation was that it would be less of an issue for pension schemes, whom I thought would naturally have a more person-orientated view of their liabilities. However, I recently analysed the mortality of a UK pension scheme with over 38,000 benefit records, of which over 1,300 were clear duplicates. I didn't reckon on the frequency with which people can return to a former employer, thus accruing two separate periods of pensionable service. Many people also meet their spouse at work, which results in having one record for their main pension benefit and another for a surviving spouse's benefit after the death of their partner.

It looks like deduplication is an essential part of data preparation for pension schemes as well.

 

Comments

captcha

Find by key-word


RECENT POSTS

Favourite stories can, in the process of retelling, turn into ... Read more
For centuries, the life table has been at the centre ... Read more
Last week I presented at Longevity 14 in Amsterdam. A ... Read more
Stephen Richards
Stephen Richards is the Managing Director of Longevitas
Deduplication in Longevitas
Longevitas users can control all aspects of deduplication including switching it off in the Deduplication tab in the Configuration area. There are ten different deduplication schemes that you can choose to apply, depending on what data you have available.