{"id":4767,"date":"2023-02-17T22:49:39","date_gmt":"2023-02-17T22:49:39","guid":{"rendered":"https:\/\/marriott-stats.com\/nigels-blog\/?p=4767"},"modified":"2024-12-03T11:40:00","modified_gmt":"2024-12-03T11:40:00","slug":"why-the-nhs-holds-back-gender-equality","status":"publish","type":"post","link":"https:\/\/marriott-stats.com\/nigels-blog\/why-the-nhs-holds-back-gender-equality\/","title":{"rendered":"Pay Gaps #28 &#8211; Does the NHS Harm Gender Equality?"},"content":{"rendered":"<p>&#8220;<span style=\"color: #993300;\"><em>We&#8217;re committed to Gender Equality<\/em><\/span>!&#8221;<\/p>\n<p>As we approach International Women&#8217;s Day next month, expect to see more and more employers saying something like this in their PR.\u00a0 It&#8217;s an easy statement to make but what does <span style=\"color: #993300;\"><strong>Gender Equality<\/strong> <\/span>mean to them and you?\u00a0 To encourage employers to be clearer on what this means for them, I want to explore 6 possible definitions.\u00a0 Along the way, I show some definitions of gender equality in the UK are out of reach unless half a million women working for the <span style=\"color: #0000ff;\"><strong>NHS<\/strong><\/span> (National Health Service) are replaced by men.<\/p>\n<p><!--more--><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4906\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions.png\" alt=\"\" width=\"684\" height=\"273\" srcset=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions.png 2818w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions-300x120.png 300w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions-1024x409.png 1024w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions-768x307.png 768w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions-1536x613.png 1536w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions-2048x818.png 2048w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions-450x180.png 450w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Definitions-1320x527.png 1320w\" sizes=\"auto, (max-width: 684px) 100vw, 684px\" \/><\/p>\n<p>The 6 definitions are intended to be progressive.\u00a0 By that I mean, the definitions build on what came before e.g. definition 3 automatically includes 1 and 2, etc.<\/p>\n<h5><span style=\"color: #993300;\"><strong>Gender Equality 1 &#8211; No Barriers<\/strong><\/span><\/h5>\n<p>Men and women can do any job they want and are not prevented from doing so on the basis of their gender.\u00a0 So men can be rape counsellors, women can join the SAS, etc.<\/p>\n<p>As far as I am aware, such explicit barriers are very rare in the UK today.\u00a0 However, employers should be checking whether they have implicit or de-facto barriers.\u00a0 For example, I could say any employer\/division\/team where at least 95% of employees are of the same gender have implicit barriers to the other gender.\u00a0 Four examples are shown below, two which are nearly all women and two which are nearly all men.\u00a0 British Gas Services is notable here because they say they have over 20,000 employees in total.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4900\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers.png\" alt=\"\" width=\"6156\" height=\"1471\" srcset=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers.png 6156w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers-300x72.png 300w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers-1024x245.png 1024w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers-768x184.png 768w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers-1536x367.png 1536w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers-2048x489.png 2048w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers-450x108.png 450w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-No-Barriers-1320x315.png 1320w\" sizes=\"auto, (max-width: 6156px) 100vw, 6156px\" \/><\/p>\n<h5><span style=\"color: #333399;\"><strong>Gender Equality 2 &#8211; No Pay Discrimination<\/strong><\/span><\/h5>\n<p>Also known as <span style=\"color: #008000;\"><strong>Equal Pay<\/strong><\/span>, this means when a man and a woman are doing the same job of equal value, they should be paid the same.\u00a0 If they are paid differently, then the employer must justify the difference or they will be found to have discriminated on the basis of sex at an employment tribunal.\u00a0 An example I wrote about involved <a href=\"https:\/\/marriott-stats.com\/nigels-blog\/why-bbc-gender-pay-gap-will-not-change-after-losing-samira-ahmed-equal-pay-case\/\" target=\"_blank\" rel=\"noopener\">Samira Ahmed winning an equal pay claim against the BBC<\/a> where she used Jeremy Vine as her male comparator.\u00a0 A more notorious example was <a href=\"https:\/\/www.gov.uk\/employment-tribunal-decisions\/stacey-macken-v-bnp-paribas-london-branch-2208142-2017-and-2205586-2018\" target=\"_blank\" rel=\"noopener\">Stacey Macken V BNP Paribas<\/a> where Stacey&#8217;s male comparator testified that he regarded her as his equal but their manager regarded her as the junior but could not justify this.<\/p>\n<p>I do hope all readers understand that pay discrimination (<span style=\"color: #008000;\"><strong>Unequal Pay<\/strong><\/span>) is not the same as the <strong>Gender Pay Gap<\/strong>!\u00a0 If you are unclear on this distinction, please read my article &#8220;<span style=\"color: #993300;\"><em><a style=\"color: #993300;\" href=\"https:\/\/marriott-stats.com\/nigels-blog\/pay-gap-12-conflating-equal-pay-with-gender-pay-gap\/\" target=\"_blank\" rel=\"noopener\">Unequal Pay &amp; Gender Pay Gaps are not the same thing!<\/a><\/em><\/span>&#8221;\u00a0 The reason why this distinction is so important is that an employer with no gender pay gap can still be breaking the law on equal pay and an employer with a large pay gap could be a model employer for equal pay compliance.<\/p>\n<h5><span style=\"color: #993300;\"><strong>Gender Equality 3 &#8211; No Representation Gaps<\/strong><\/span><\/h5>\n<p>Wherever you look inside your organisation, you see the same ratio of men to women.\u00a0 For example, an employer might a <strong>7:3<\/strong> ratio of men to women overall and the same ratio is seen in their front office, head office, manufacturing site, IT team, etc.\u00a0 If an employer found that their sales team was <strong>75%<\/strong> men and their HR team was <strong>75%<\/strong> women, then we would say there was a representation gap between the sales &amp; HR teams.<\/p>\n<p>An employer who has no representation gap between their top earners and bottom earners will have no gender pay gap when the median man is compared with the median woman.\u00a0 I have repeatedly shown that <a href=\"https:\/\/marriott-stats.com\/nigels-blog\/pay-gaps-14-why-use-gender-pay-fingerprint\/\" target=\"_blank\" rel=\"noopener\">pay gaps are in fact measures of representation gaps<\/a> and the pay quarter breakdown by gender is where the insight lies.\u00a0 R<a href=\"https:\/\/marriott-stats.com\/nigels-blog\/ryanair-gender-pay-gap-report-is-the-best\/\" target=\"_blank\" rel=\"noopener\">yanair are an excellent example of this<\/a> since in the UK since they employ equal numbers of pilots and cabin crew but there is a significant representation gap between the two roles with women making up less than <strong>5%<\/strong> of pilots but nearly <strong>2\/3<\/strong> of cabin crew.\u00a0 This enormous representation gap explains why Ryanair has one of the largest gender pay gaps of all employers.<\/p>\n<h5><span style=\"color: #333399;\"><strong>Gender Equality 4 &#8211; No Sector Gaps<\/strong><\/span><\/h5>\n<p>The ratio of men to women is the same in all sectors of the economy.\u00a0 In other words, you do not find construction industry male dominated, the care sector female dominated, etc.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4909 alignright\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sector-Sep-2022-B.png\" alt=\"\" width=\"300\" height=\"175\" \/>This is clearly not the case today in\u00a0 the UK and it is particularly apparent when we compare the private and public sectors.\u00a0 Of the <strong>27m<\/strong>\u00a0workers in the private sector, <strong>44%<\/strong> are women compared to <strong>65%<\/strong> of the <strong>5.8m<\/strong> public sector workers.\u00a0 Overall, <strong>1<\/strong> in <strong>8<\/strong> men and <strong>1<\/strong> in <strong>4<\/strong> women are employed by the public sector.<\/p>\n<h5><span style=\"color: #993300;\"><strong>Gender Equality 5 &#8211; No Employment Gaps<\/strong><\/span><\/h5>\n<p>The proportion of men in work is the same as the proportion of women in work.\u00a0 In other words, women are just as likely as men to be in work and therefore one would expect a <strong>50:50<\/strong> split between men and women among those in employment.<\/p>\n<p>Of <strong>54m<\/strong>\u00a0adults (16 and older) in the UK as of September 2022, <strong>32.7m<\/strong>\u00a0(<strong>61%<\/strong>) were in employment.\u00a0 This percentage differs by sex with <strong>65%<\/strong> of men and <strong>57%<\/strong> of women in employment.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4908\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Adult-Population-by-Sex-Sep-2022-1.png\" alt=\"\" width=\"561\" height=\"135\" srcset=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Adult-Population-by-Sex-Sep-2022-1.png 561w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Adult-Population-by-Sex-Sep-2022-1-300x72.png 300w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Adult-Population-by-Sex-Sep-2022-1-450x108.png 450w\" sizes=\"auto, (max-width: 561px) 100vw, 561px\" \/><\/p>\n<p>One reason for this difference between men and women is the longer life expectancy of women into retirement.\u00a0 For this reason, the ONS prefers to calculate the <strong>Employment Rate<\/strong> (% in work) using adults aged 16-64 instead.\u00a0 Of <strong>41.6m<\/strong> adults in this age range, <strong>31.4m<\/strong> or <strong>75%<\/strong> are in employment.\u00a0 The employment rate is <strong>79%<\/strong> for men and <strong>72%<\/strong> for women so the UK <strong>Gender Employment Gap<\/strong> is <strong>7%.\u00a0 <\/strong><\/p>\n<p>The <strong>Economically Inactive<\/strong> column consists of full time students, those unable to work due to long term sickness, full time carers and home makers.\u00a0 The latter category is disproportionately female hence why women account for nearly <strong>60%<\/strong> of economically inactive (excluding retired) adults.<\/p>\n<p>It is worth noting the split of those working by <strong>Employees<\/strong> (those employed by an employer) and <strong>Self-Employed<\/strong> (those who work for themselves).\u00a0 I was surprised to notice that women make up almost <strong>50%<\/strong> of employees so the employment gap has almost been eliminated for employees in the UK.\u00a0 However, there remains a gap among the self-employed where women only make up <strong>3<\/strong> in <strong>8<\/strong> of the <strong>4.4m<\/strong> self-employed.<\/p>\n<p>Another implication of seeking <strong>No Employment Gaps<\/strong> is that the gender ratio should be <strong>50:50<\/strong> among both full time roles and part time roles.\u00a0 This was not the case as of September 2022 when women were <strong>3<\/strong> times more likely to work part time &#8211;<\/p>\n<ul>\n<li>Of <strong>24.6m<\/strong> full time workers, <strong>40%<\/strong> were women.<\/li>\n<li>Of <strong>8.1m<\/strong> part time workers, <strong>71%<\/strong> were women.<\/li>\n<li><strong>13%<\/strong> of the <strong>17.1m<\/strong> male workers work part time<\/li>\n<li><strong>38%<\/strong> of the <strong>15.6m<\/strong> female workers work part time<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4912\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Status-Sep-2022-ALT.png\" alt=\"\" width=\"906\" height=\"159\" srcset=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Status-Sep-2022-ALT.png 906w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Status-Sep-2022-ALT-300x53.png 300w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Status-Sep-2022-ALT-768x135.png 768w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Status-Sep-2022-ALT-450x79.png 450w\" sizes=\"auto, (max-width: 906px) 100vw, 906px\" \/><\/p>\n<p><span style=\"color: #993300;\"><em>Side note &#8211; I first wrote about Employment Gaps in my article &#8220;<strong><a style=\"color: #993300;\" href=\"https:\/\/marriott-stats.com\/nigels-blog\/how-disability-pay-gaps-can-be-misleading\/\" target=\"_blank\" rel=\"noopener\">Don&#8217;t mention the Disability Pay Gap!<\/a><\/strong>&#8221; which looked at the difference in economic inactivity between disabled and non-disabled people in the UK.<\/em><\/span><\/p>\n<h5><span style=\"color: #333399;\"><strong>Gender Equality 6 &#8211; No Life Gaps<\/strong><\/span><\/h5>\n<p>This will be the case if in every part of life inside and outside of work, the gender ratio is 50:50.<\/p>\n<p>&nbsp;<\/p>\n<h5><span style=\"color: #008000;\"><strong>Does the NHS help or hinder gender equality?<\/strong><\/span><\/h5>\n<p>Of the <strong>5.8m<\/strong> employees in the UK public sector as of September 2022, <strong>1.9m<\/strong> work in the NHS.\u00a0 Of the <strong>27m<\/strong> people working in the private sector, <strong>22.6m<\/strong> are employees and <strong>4.4m<\/strong> are self employed.\u00a0 The breakdowns by men and women in these four sectors is shown in the table below.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4914\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-C.png\" alt=\"\" width=\"471\" height=\"205\" srcset=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-C.png 471w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-C-300x131.png 300w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-C-450x196.png 450w\" sizes=\"auto, (max-width: 471px) 100vw, 471px\" \/><\/p>\n<p>If your definition of gender equality is <strong>No Sector Gaps<\/strong> (4th definition) then the first step is to aim for women to account for <strong>48%<\/strong> of workers in each of the four sectors.\u00a0 Of the <strong>1.9m<\/strong> NHS workers, <strong>1.5m<\/strong> (or <strong>76%<\/strong>) were women.\u00a0 To reduce this proportion from <strong>76%<\/strong> to <strong>48%<\/strong>, half a million NHS roles filled by women today will have to be filled by men in the future instead.\u00a0 This is what is shown in the <strong><span style=\"color: #008000;\">Swap Number<\/span><\/strong> row where a negative number shows the number of women that have to be replaced by men and a positive number shows the number of men that have to be replaced by women.<\/p>\n<p>All four sectors have <a href=\"https:\/\/marriott-stats.com\/nigels-blog\/what-you-need-to-do-to-eliminate-your-gender-pay-gap\/\" target=\"_blank\" rel=\"noopener\">swap numbers<\/a> of half a million or so but as a proportion of their respective totals, the NHS&#8217;s is the largest.\u00a0 This gap is especially notable given that healthcare roles are often perceived as &#8220;<span style=\"color: #993300;\"><em>women&#8217;s work<\/em><\/span>&#8220;.\u00a0 This is why I ask if the NHS is a barrier to gender equality under the 4th definition.\u00a0 For sector gaps to disappear, the whole notion of healthcare as &#8220;<span style=\"color: #993300;\"><em>women&#8217;s work<\/em><\/span>&#8221; has to be eradicated.\u00a0 I see no sign of the NHS prioritising this task today and unless they do so, gender equality as defined to be no sector gaps is out of reach.<\/p>\n<h5><span style=\"color: #008000;\"><strong>How can No Employment Gap be reached?<\/strong><\/span><\/h5>\n<p>The swap numbers become even larger if we look at the 4 sectors by full time and part time roles as well.\u00a0 Under the 5th definition of no employment gaps, full-time, part-time, self employed and employee roles would all become <strong>50:50<\/strong> men to women.\u00a0 This results in the swap numbers shown in the table below.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4926\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-E.png\" alt=\"\" width=\"471\" height=\"425\" srcset=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-E.png 471w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-E-300x271.png 300w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/UK-Working-Population-by-Sex-Sector-ALT-Sep-2022-E-388x350.png 388w\" sizes=\"auto, (max-width: 471px) 100vw, 471px\" \/><\/p>\n<p>The first point to note is the <strong>+0.7m<\/strong> swap number for the UK working population i.e. <strong>700,000<\/strong> men would have to leave employment to be replaced by <strong>700,000<\/strong> women who are currently not in employment.\u00a0 How can this happen?\u00a0 The answer is to look at the economically inactive population of the UK which in September 2022 consisted of <strong>3.2m<\/strong> men and <strong>4.6m<\/strong> women.\u00a0 If the swap number for employment is realised then we would have <strong>3.9m<\/strong> men and <strong>3.9m<\/strong> women economically inactive instead.\u00a0 Changes on that scale is only going to happen with radical changes to society&#8217;s perceptions as to gender roles when it comes to caring and children.<\/p>\n<p>The largest change in the above table sees <strong>2m<\/strong> full time roles filled by men in the private sector being filled by <strong>2m<\/strong> women instead.\u00a0 Whilst <strong>4<\/strong> times larger than the NHS overall swap number of <strong>-0.5m<\/strong>, the private sector covers a vast number of disparate employers who will be following their own definitions of gender equality.\u00a0 The NHS is a single employer who can have an enormous impact on gender equality in the UK if they wish to.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4917\" src=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B.png\" alt=\"\" width=\"594\" height=\"237\" srcset=\"https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B.png 2819w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B-300x120.png 300w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B-1024x408.png 1024w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B-768x306.png 768w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B-1536x612.png 1536w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B-2048x817.png 2048w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B-450x179.png 450w, https:\/\/marriott-stats.com\/nigels-blog\/wp-content\/uploads\/2023\/02\/Gender-Equality-6-Ways-to-Reach-B-1320x526.png 1320w\" sizes=\"auto, (max-width: 594px) 100vw, 594px\" \/><\/p>\n<h5><span style=\"color: #008000;\"><strong>What do you think?<\/strong><\/span><\/h5>\n<p>I&#8217;ve created a short Google Forms survey where you can select which of these 6 definitions is closest to your view.\u00a0 After that question, there are 3 more questions (which are all optional) asking for your age, gender and how much involvement you have in gender equality related issues.\u00a0 Once I have a sufficient number of responses, I will add a summary of the results in this section of the article.\u00a0 I will be fascinated to see how much diversity there in terms of what people think.<\/p>\n<p>Click <a href=\"https:\/\/forms.gle\/uCTM2mMHMfyp1AcMA\" target=\"_blank\" rel=\"noopener\">here to take the survey<\/a>.<\/p>\n<p>If you would like to comment on this article, you can do so on either of these <a href=\"https:\/\/twitter.com\/MarriottNigel\/status\/1627403135319777281\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #008000;\"><strong>Twitter <\/strong><\/span><\/a>or <a href=\"https:\/\/www.linkedin.com\/pulse\/gender-equality-what-does-mean-you-nigel-marriott\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #008000;\"><strong>LinkedIn<\/strong><\/span><\/a> threads.<\/p>\n<p>&nbsp;<\/p>\n<h5><strong><span style=\"color: #993300;\">&#8212; Subscribe to my newsletter to receive more articles like this one! &#8212;-<\/span><\/strong><\/h5>\n<p>If you would like to receive notifications from me of news, articles and offers relating to diversity &amp; pay gaps, please <span style=\"color: #008000;\"><strong><a style=\"color: #008000;\" href=\"https:\/\/marriott-stats.com\/nigels-blog\/subscribe-to-our-newsletter\/\" target=\"_blank\" rel=\"noopener\">click here to go to my Newsletter Subscription page<\/a><\/strong><\/span> and tick the Diversity category and other categories that may be of interest to you.\u00a0 You will be able to unsubscribe at anytime.<\/p>\n<h5><span style=\"color: #993300;\"><strong>&#8212; Want to know more about pay gaps?\u00a0 &#8212;<\/strong><\/span><\/h5>\n<p>You will find a full list of my pay gap &amp; diversity related articles <span style=\"color: #008000;\"><strong><a style=\"color: #008000;\" href=\"https:\/\/marriott-stats.com\/nigels-blog\/stats-training-materials-pay-gap-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">here which are grouped by theme<\/a><\/strong><\/span>.<\/p>\n<h5><span style=\"color: #993300;\"><strong>&#8212; Need help with understanding your pay gap? &#8212;<\/strong><\/span><\/h5>\n<p>I offer the following services.\u00a0 Please click on the headings for more details.<\/p>\n<ol>\n<li><a href=\"https:\/\/marriott-stats.com\/pay-gap-analytics\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #993300;\"><strong><span style=\"color: #008000;\">Analysis<\/span><\/strong><\/span> <\/a>&#8211; I can dig deep into your data to identify the key drivers of your pay gaps.\u00a0 I can build a model using a large number of variables such as pay band, seniority, job function, location, etc and use this to identify the priority areas for closing your gaps.<\/li>\n<li><a href=\"https:\/\/marriott-stats.com\/introduction-to-pay-gap-analytics\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #993300;\"><strong><span style=\"color: #008000;\">Training<\/span><\/strong><\/span><\/a> &#8211; I run training courses in basic statistics which are designed for non-statisticians such as people working in HR.\u00a0 The courses will show you how to perform the relevant calculations in Microsoft Excel, how to interpret what they mean for you and how to incorporate these in an action plan to close your gaps.<\/li>\n<li><a href=\"https:\/\/marriott-stats.com\/expert-witness\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #993300;\"><strong><span style=\"color: #008000;\">Expert Witness<\/span><\/strong><\/span><\/a> &#8211; Has your gender pay gap data uncovered an issue resulting in legal action?\u00a0 Need an expert independent statistician who can testify whether the data supports or contradicts a claim of discrimination?\u00a0 I have experience of acting as an expert witness for either plaintiff or defendant and I know how to testify and explain complex data in simple language that can be easily understood by non-statisticians.<\/li>\n<\/ol>\n<p>If you would like to have a no-obligation discussion about how I can help you, <strong><span style=\"color: #008000;\"><a style=\"color: #008000;\" href=\"https:\/\/marriott-stats.com\/contact-us\/\" target=\"_blank\" rel=\"noopener noreferrer\">please do contact me<\/a><\/span><\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;We&#8217;re committed to Gender Equality!&#8221; As we approach International Women&#8217;s Day next month, expect to see more and more employers saying something like this in their PR.\u00a0 It&#8217;s an easy statement to make but what does Gender Equality mean to them and you?\u00a0 To encourage employers to be clearer on what this means for them, [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":4906,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[64],"tags":[262,265,271,306,158,63,148,266,244],"class_list":{"0":"post-4767","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-diversity","8":"tag-disparity","9":"tag-employment-gap","10":"tag-gender-dominance","11":"tag-gender-equality","12":"tag-gender-parity","13":"tag-gender-pay-gap","14":"tag-pay-gaps","15":"tag-representation-gap","16":"tag-swap-number","17":"entry","18":"override"},"_links":{"self":[{"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/posts\/4767","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/comments?post=4767"}],"version-history":[{"count":31,"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/posts\/4767\/revisions"}],"predecessor-version":[{"id":5887,"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/posts\/4767\/revisions\/5887"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/media\/4906"}],"wp:attachment":[{"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/media?parent=4767"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/categories?post=4767"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/marriott-stats.com\/nigels-blog\/wp-json\/wp\/v2\/tags?post=4767"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}