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Nigel Marriott's Blog

An independent statistician using data to understand our world and to predict the future

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Pay Gap Case Study #8 – 33 London Councils – We Are One

November 18, 2025 By Nigel Marriott

I am breaking a golden rule of pay gap reporting in this article, I am benchmarking the 33 London Borough Councils on their gender pay gap data!

Before you gasp in horror, let me say straightaway the outcome of this article is complete vindication of this golden rule.  Benchmarking of employer pay gap data is statistically worthless.  Pay gap data of all kinds is inherently multivariate and cannot be reduced to one number league tables.  The story I will tell of the 33 councils of London in 2024 proves this point in spades.  In effect, none of the councils have a gender pay gap despite all of them publishing data to the contrary.

[Read more…] about Pay Gap Case Study #8 – 33 London Councils – We Are One

Filed Under: Diversity Tagged With: Chi-Squared Test, Correlation, Gender Pay Gap, Mean, Median, Pay Quarter Breakdown, PCA, principal components analysis, Principal Components Modelling, Representation Gap, Swap Number

Pay Gaps #31 – When is Equal Pay Day in 2024?

November 23, 2024 By Nigel Marriott

When is #EqualPayDay in the UK in 2024?

No-one knows is the correct answer.  That’s because there are no national measurements of the extent of unequal pay in the UK e.g. a woman being paid less than a man for the doing the same job.

If you see anyone talking about “Equal Pay Day“, they are in fact talking about #GenderPayGapDay, the day on which the typical women “starts working for free” when compared with the typical man irrespective of what job they are doing.  Of course, as everyone knows, gender pay gaps do not measure the extent of unequal pay in any shape or form.

For 2024, the ONS (Office of National Statistics) has published 30 different gender pay gap statistics.  This means we could have 30 different gender pay gap days so how do we decide which one to use?

[Read more…] about Pay Gaps #31 – When is Equal Pay Day in 2024?

Filed Under: Diversity Tagged With: Gender Pay Gap, Mean, Median, ONS, pay gap data, Pay Gaps

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