Ethnicity Pay Fingerprint

Pay Gaps #32 – My Response to the Ethnicity & Disability Pay Gap Reporting Consultation

June 9, 2025 By Nigel Marriott

The government’s consultation on whether ethnicity and disability pay gap reporting should be made mandatory for large employers has now closed. I submitted a response in my capacity as a professional statistician with 7 years experience of helping employers to get to grips with pay gap reporting. My response was in two parts, a briefing note of the 9 statistical challenges that have to be confronted for a workable reporting system to be introduced and my answers to the 33 questions posed by the government in their consultation.

*** This post was updated on 9th June 2025 with links to my final response. Links to my draft response can be found at the end of this post. ***

Pay Gaps #20 – Abolish the Gender Pay Gap!

March 8, 2021 By Nigel Marriott

I call upon Parliament to abolish the Gender Pay Gap by requiring employers to report their Gender Swap Number instead. When presented alongside an employer’s Gender Pay Fingerprint, the Gender Swap Number tells everyone how much work the employer needs to do to eliminate their gender pay gap and allows for a fairer comparison between employers.

Pay Gaps #19 – Employers should report their Ethnicity Pay Fingerprints

November 29, 2020 By Nigel Marriott

The UK government has promised to give their views and proposals for introducing Ethnicity Pay Gap (EPG) reporting by the end of 2020. A year ago, I pointed out statistical, data & ethical issues with EPG and listed 5 possible ways EPG could be introduced but I have not yet focused on what employers should be reporting. I have now concluded that Ethnicity Pay Fingerprints are vastly superior to Ethnicity Pay Gaps and my new recommendation is that all employers with 500 or more employees should be required to report their Ethnicity Pay Fingerprint (EPF) instead of their Ethnicity Pay Gap. If EPF is widely adopted and found to be beneficial then I would recommend that reporting of other protected characteristics such as gender & disability should be reported using Pay Fingerprints instead of Pay Gaps.