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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 Gaps #26 – Why are female dominated public sector gender pay gaps so large?

May 26, 2022 By Nigel Marriott

… & why are gender pay gaps so small at male dominated private sector employers?

When I asked people recently who on average had the larger gender pay gap, the results were –

  • 62% said female dominated (>80% employees are women) public sector (snapshot date 31st March) employers. There were 420 such employers in April 2021 who reported their UK gender pay gap.
  • 38% said male dominated (>80% employees are men) private sector (snapshot date 5th April) employers. There were 1584 such employers in April 2021 who reported their UK gender pay gap.

The majority are correct. In April 2021, for every £1 paid to the average man, the average woman was paid 90p at the average male dominated private sector employer and 77p at the average female dominated public sector employer. For context, the average woman at the average employer in the finance sector (who are often in the news for having large pay gaps) is paid 75p.

[Read more…] about Pay Gaps #26 – Why are female dominated public sector gender pay gaps so large?

Filed Under: Diversity Tagged With: female, gender dominance, Gender Pay Gap, male, Pay Fingerprint, Pay Gaps, private sector, public sector

Pay Gap Trends #5 – Has pay gap reporting narrowed the gender pay gap?

May 13, 2022 By Nigel Marriott

Disinterested employers were 20% less likely than engaged employers to have narrowed their UK gender pay gap between 2017 & 2021 .  I draw this conclusion from a statistical model using ~6,000 employers which removed the effect of confounders such as size, sector, furlough, gender ratio, etc.  Once accounted for, I found 61% of those reporting their pay gap for 2019 had narrowed their pay gap by 2021 compared to 55% of those not reporting 2019 data.

[Read more…] about Pay Gap Trends #5 – Has pay gap reporting narrowed the gender pay gap?

Filed Under: Diversity Tagged With: Gender Pay Gap, GLM, logistic regression, pay gap trends, Pay Modelling, trend analysis

UK Weather Tracker #63 – April 2022

May 2, 2022 By Nigel Marriott

My mother got me excited today when she said she had read it was the driest April since 1842 but she was mistaken unfortunately.  It was drier than usual and given March was also dry, the UK is on track for a dry Spring.  Otherwise April 2022 was completely unremarkable.
[Read more…] about UK Weather Tracker #63 – April 2022

Filed Under: Archive Tagged With: Index, Presenting data, Weather, Weather Tracker

Pay Gap Data #5 – Where can I find gender pay gap data for 2021?

May 1, 2022 By Nigel Marriott

This post was updated on 1st May 2022 with the latest data

The government requires all organisations employing 250 or more employees to submit gender pay gap data.  All data is available to the public and can be found on the government’s gender pay gap website.  I have downloaded this data and created a spreadsheet tool to present the data in a more user-friendly and visual format.

[Read more…] about Pay Gap Data #5 – Where can I find gender pay gap data for 2021?

Filed Under: Archive Tagged With: 2017, 2018, 2019, 2020, 2021, data quality, Gender Pay Gap, pay gap data, Presenting data

UK Weather Tracker #62 – March 2022

April 4, 2022 By Nigel Marriott

It was a warm and sunny March this year in the UK.  In fact it was the 2nd sunniest March on record.
[Read more…] about UK Weather Tracker #62 – March 2022

Filed Under: Archive Tagged With: Index, Presenting data, Weather, Weather Tracker

6 Nations History #2 – The men’s story so far in 2022

March 26, 2022 By Nigel Marriott

The 2022 Six Nations (Men’s) ended with France beating England to win their 1st Grand Slam and 6 Nations title since 2010.  Ireland ran them close scoring 24 tries in all (joint 2nd highest on record) and Italy won their 1st game in 36 matches in dramatic fashion in Cardiff.  England, Wales and Scotland all disappointed their fans and have questions to answer.

[Read more…] about 6 Nations History #2 – The men’s story so far in 2022

Filed Under: Sport Tagged With: 6 Nations, Data journalism, England, France, Ireland, Italy, Rugby, Scotland, Sport Analytics, Trackers, Wales

UK Weather Trends #20 – Winter 2022

March 4, 2022 By Nigel Marriott

Winter 2022 was the 8th warmest on record and was typical of the winters that we now get due to our changing climate.

[Read more…] about UK Weather Trends #20 – Winter 2022

Filed Under: Archive Tagged With: multivariate data, Presenting data, principal components analysis, standardisation, trend analysis, Weather, weather trends, z-scores

UK Weather Tracker #61 – February 2022

March 4, 2022 By Nigel Marriott

It was a warm and wet February this year in the UK.  In fact it was the 7th warmest February on record and resulted in the 8th warmest winter we’ve had in the UK.
[Read more…] about UK Weather Tracker #61 – February 2022

Filed Under: Archive Tagged With: Index, Presenting data, Weather, Weather Tracker

UK Weather Tracker #60 – January 2022

February 9, 2022 By Nigel Marriott

Here’s a question for you.  Would you notice a sunny and dry January more than a dull and wet July?  In other words, did you enjoy the 12th driest and 3rd sunniest January on record just gone?  Your answer will reveal what seasonal expectations and what it takes for you to notice something different from the norm.
[Read more…] about UK Weather Tracker #60 – January 2022

Filed Under: Archive Tagged With: Index, Presenting data, Weather, Weather Tracker

UK Weather Tracker #59 – December 2021

January 3, 2022 By Nigel Marriott

December marks the start of the 2022 meteorological year and it was very grey, dull and boring.
[Read more…] about UK Weather Tracker #59 – December 2021

Filed Under: Archive Tagged With: Index, Presenting data, Weather, Weather Tracker

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