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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 #17 – How to Spot an Incorrect Median Gender Pay Gap

August 11, 2020 By Nigel Marriott

I have a spotted an incorrect median gender pay gap published by a well known name in a certain industry.  They shall remain nameless for now since I am trying to get them to accept their error and publish a new gender pay gap report on their website.  I know they have made an error because their published data violates the laws of mathematics as I will explain in this blog.  All it takes to spot such an error is a simple calculation you can do in your head and an understanding what the median measures.

[Read more…] about Pay Gaps #17 – How to Spot an Incorrect Median Gender Pay Gap

Filed Under: Diversity Tagged With: Checking for errors, Data Errors, data quality, Gender Pay Fingerprint, Gender Pay Gap, Median, Statistical Thinking

Pay Gaps #16 – Eliminate your gender pay gap by playing Blackjack!

August 2, 2020 By Nigel Marriott

Imagine where you work, the median women earns 33% less than the median man.  Although your workplace is gender balanced with 50:50 men:women, the pay gap exists because 1 in 4 of managers and 3 in 4 of the lowest paid admin staff are women.  How long will it take for the pay gap to disappear assuming that all future recruitment at all levels have 50:50 candidate pools with men and women equally likely to be appointed to the role?

Up to 25 years i.e. a generation

[Read more…] about Pay Gaps #16 – Eliminate your gender pay gap by playing Blackjack!

Filed Under: Diversity Tagged With: Creative Pay Gapping, gaming, Gender Pay Gap, Presenting data

Pay Gap Trends #3 – Did the UK gender pay gap narrow in 2019?

June 14, 2020 By Nigel Marriott

On 24th March 2020, the UK government suspended enforcement of the gender pay gap reporting deadline of 5th April.  As of today, just over 50% of employers have reported their 2019 gender pay gap figures.  Despite this shortfall, I have used statistical imputation methods to calculate that the median gender pay gap narrowed in 2019 from 9.6 pence in the pound to 9.0-9.2 pence in the pound.

[Read more…] about Pay Gap Trends #3 – Did the UK gender pay gap narrow in 2019?

Filed Under: Archive Tagged With: data quality, Gender Pay Gap, imputation, missing data, trend analysis, year on year

Pay Gap Trends #2 – My analysis of 7 sectors for Practical Law magazine

June 3, 2020 By Nigel Marriott

In April, I was asked to analyse the trends in UK gender pay gaps over the 3 years of mandatory reporting from 2017 to 2019 for Practical Law.  They were interested in 7 customised sectors and the links to these can be found in this post.

[Read more…] about Pay Gap Trends #2 – My analysis of 7 sectors for Practical Law magazine

Filed Under: Diversity Tagged With: 2019, Gender Pay Gap, imputation, pay gap trends, Practical Law, Presenting data, Sector analysis, trend analysis

Pay Gap Data #3 – Where can I find gender pay gap data for 2019?

June 2, 2020 By Nigel Marriott

This post was updated on 3rd June 2020 with the latest data

Update 5/4/20 –  On 24th March, the government suspended enforcement of the deadline for reporting 2019 gender pay gaps due to the coronavirus outbreak.  As of now, Only 40% of employers have reported their 2019 data.  Employers are still required to report 2019 data but will not be punished for being late in doing so.

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 #3 – Where can I find gender pay gap data for 2019?

Filed Under: Archive Tagged With: 2019, data quality, Gender Pay Gap, Presenting data

Pay Gap Tools #1 – Where can I find a gender pay gap calculator?

June 1, 2020 By Nigel Marriott

** Update 22nd August 2020 ***

I am no longer offering a free spreadsheet tool. 

[Read more…] about Pay Gap Tools #1 – Where can I find a gender pay gap calculator?

Filed Under: Archive Tagged With: Calculator, Gender Pay Gap

Coronavirus #1 – Useful Data and Links

May 14, 2020 By Nigel Marriott

Updated on 14th May 2020.  New and modified links are italicised.

The Coronavirus Pandemic is a worldwide challenge many of us will have not experienced before.  It is natural to want to seek information on the risks and in our world today, it has never been easier to find data, analyses and opinions.  Unfortunately, a lot of what you will read out there is either unhelpful or actively misleading.  As an independent statistician with 30 years experience of explaining statistics to non-statisticians, my contribution to this crisis will be to try and sort the good from the bad hence this post. [Read more…] about Coronavirus #1 – Useful Data and Links

Filed Under: Misc Tagged With: Coronavirus, Covid19, Data journalism, data quality, Epidemic, Epidemilogy, Epidemiologist, Evidence, Imperial College, Pandemic, Presenting data, SAGE, Sampling, SARS-COV-2, Testing, UK Government, Uncertainty, WHO

Coronavirus #2 – What sample size does Boris need to lift all restrictions?

April 2, 2020 By Nigel Marriott

April Fools day 2020 saw the hive mind of social media asking what the sample size should be to measure the extent of the Coronavirus in the UK.  I could see that many people responding were reaching for standard methodologies which are usually are based on specifying a desired confidence interval.  In doing so, they were overlooking a much more effective and relevant alternative based on the methodology of Acceptance Sampling, first developed by the US Military in World War 2.

[Read more…] about Coronavirus #2 – What sample size does Boris need to lift all restrictions?

Filed Under: Misc, Polling Tagged With: Acceptance Sampling, Bayes rule, Binomial Distribution, Coronavirus, Covid19, Probability, Sample size, Statistical Training

Pay Gaps #14 – Gender Pay Fingerprints are better than Gender Pay Gaps

February 19, 2020 By Nigel Marriott

Recently, a lot of people have been making incorrect claims about what a gender pay gap tells you.  I have been pointing out these errors but in doing so, I am conscious I come across as a pedant or a negative voice.  The problem is that the official gender pay gap measure (the difference between the median man and the median woman) is just a single number and that single number does not capture the full nuance of what is going on.  I have decided it is time to introduce the Gender Pay Fingerprint to the world as an alternative and going forward, I will be encouraging people to use this instead.

[Read more…] about Pay Gaps #14 – Gender Pay Fingerprints are better than Gender Pay Gaps

Filed Under: Diversity Tagged With: Box Plot, Gender Parity, Gender Pay Fingerprint, Gender Pay Gap, Income Quarters, Income Quartiles, industry sector, Pay Gap Analysis

Pay Gap Case Study #3- Will the BBC’s gender pay gap narrow after losing to Samira Ahmed?

February 13, 2020 By Nigel Marriott

The BBC presenter Samira Ahmed has won her claim for equal pay at the employment tribunal.  She successfully claimed that Jeremy Vine was an appropriate comparator for her pay.  She is not the only female presenter to make a claim with over 50 more claims under consideration at present.  Assuming that these are all successful, will these have any effect on the BBC’s gender pay gap for 2019 of 7p in the pound?

[Read more…] about Pay Gap Case Study #3- Will the BBC’s gender pay gap narrow after losing to Samira Ahmed?

Filed Under: Diversity Tagged With: Audit, BBC, Equal Pay, Gender Pay Gap, Median, Unequal Pay

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