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	<title>IWD2022 &#8211; Terence Eden’s Blog</title>
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	<title>IWD2022 &#8211; Terence Eden’s Blog</title>
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		<title><![CDATA[The return of the "armchair auditor"]]></title>
		<link>https://shkspr.mobi/blog/2022/03/the-return-of-the-armchair-auditor/</link>
					<comments>https://shkspr.mobi/blog/2022/03/the-return-of-the-armchair-auditor/#comments</comments>
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		<pubDate>Wed, 09 Mar 2022 12:34:06 +0000</pubDate>
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		<category><![CDATA[IWD2022]]></category>
		<category><![CDATA[Open Data]]></category>
		<guid isPermaLink="false">https://shkspr.mobi/blog/?p=42124</guid>

					<description><![CDATA[About a million years ago, the then Coalition Government in the UK announced a slew of Open Data projects. They wanted - in their words - to &#34;mobilise an army of Armchair Auditors&#34;.  That is, ordinary people would be able to look through the data and find interesting errors.  I&#039;m a civil servant (this is a personal blog) so I can&#039;t comment on the politics behind the idea. But I think it is fair…]]></description>
										<content:encoded><![CDATA[<p>About a million years ago, the then Coalition Government in the UK announced a slew of Open Data projects. They wanted - in their words - to "mobilise an army of <a href="https://www.gov.uk/government/news/eric-pickles-shows-us-the-money-as-departmental-books-are-opened-to-an-army-of-armchair-auditors">Armchair Auditors</a>".  That is, ordinary people would be able to look through the data and find interesting errors.</p>

<p>I'm a civil servant (this is a personal blog) so I can't comment on the politics behind the idea. But I think it is fair to say that, over the years, <a href="https://www.bbc.co.uk/news/uk-politics-20221398">it fell out of fashion</a>. Open Data kept being published but very few people looked. Sure, there was the occasional news story where a journalist discovered that the Ministry for Paperclips had accidentally purchased a nuclear submarine on the corporate credit card. But crowdsourcing using the Internet was a <em>very</em> early-2000s idea and the mooted "army" never really materialised.</p>

<p>I thought it was, sadly, a dead concept. Until yesterday:</p>

<blockquote class="social-embed" id="social-embed-1501308986523635714" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/PayGapApp" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-circle" src="data:image/webp;base64,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" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">Gender Pay Gap Bot</p>@PayGapApp</div></a><img class="social-embed-logo" alt="Twitter" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%0Aaria-label%3D%22Twitter%22%20role%3D%22img%22%0AviewBox%3D%220%200%20512%20512%22%3E%3Cpath%0Ad%3D%22m0%200H512V512H0%22%0Afill%3D%22%23fff%22%2F%3E%3Cpath%20fill%3D%22%231d9bf0%22%20d%3D%22m458%20140q-23%2010-45%2012%2025-15%2034-43-24%2014-50%2019a79%2079%200%2000-135%2072q-101-7-163-83a80%2080%200%200024%20106q-17%200-36-10s-3%2062%2064%2079q-19%205-36%201s15%2053%2074%2055q-50%2040-117%2033a224%20224%200%2000346-200q23-16%2040-41%22%2F%3E%3C%2Fsvg%3E"></header><section class="social-embed-text" itemprop="articleBody">In this organisation, women's median hourly pay is 13.5% lower than men's.<blockquote class="social-embed" id="social-embed-1501247309589405697" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/IBM" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-square" src="data:image/webp;base64,UklGRhABAABXRUJQVlA4IAQBAABQBgCdASowADAAPrVQpU4nJCOiJzgJIOAWiUAaG0TAdgQYEqB7UdDjshegCflWff7vwHBq/MjQwwUOAAD++yGCx8+bpDQ7uiGwnJZJYU7MEv42x99YGMluS8pjUw1IW5noi0oE4Fk30piAzPGskgF9410rLJAD7Rv09zE45VoYY1+RaENXWBL6Yqc71hLTkTejhXASi/B/NVIBEWerUimaHSdRbQ9PC5RymOJLt5/9smeWzVoG62q6SKXSkhveK0R/LKez7gOXpoIAnVxggfTicFojUeFp2d1diyzaFOJ9sEViSBoZIxi9zgKjhXDWmBsS6lQSiElNEXYr+RVeidpaYXY0AA==" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">IBM</p>@IBM</div></a><img class="social-embed-logo" alt="Twitter" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%0Aaria-label%3D%22Twitter%22%20role%3D%22img%22%0AviewBox%3D%220%200%20512%20512%22%3E%3Cpath%0Ad%3D%22m0%200H512V512H0%22%0Afill%3D%22%23fff%22%2F%3E%3Cpath%20fill%3D%22%231d9bf0%22%20d%3D%22m458%20140q-23%2010-45%2012%2025-15%2034-43-24%2014-50%2019a79%2079%200%2000-135%2072q-101-7-163-83a80%2080%200%200024%20106q-17%200-36-10s-3%2062%2064%2079q-19%205-36%201s15%2053%2074%2055q-50%2040-117%2033a224%20224%200%2000346-200q23-16%2040-41%22%2F%3E%3C%2Fsvg%3E"></header><section class="social-embed-text" itemprop="articleBody">👩🏻‍💻🧑🏾‍💼👩🏼‍🔬<br><br>In celebration of <a href="https://twitter.com/hashtag/InternationalWomensDay">#InternationalWomensDay</a>, take a look at some of the timeless contributions and technological advancements developed by women of IBM. ⬇️ <a href="https://x.com/IBM/status/1501247309589405697/video/1">pic.x.com/zZvbuDdUXH</a><div class="social-embed-media-grid"><video class="social-embed-video" controls="" src="https://video.twimg.com/ext_tw_video/1501247271685529605/pu/vid/720x720/onFGtzvkZZrlSkiY.mp4?tag=12" 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" width="550"></video></div></section><hr class="social-embed-hr"><footer class="social-embed-footer"><a href="https://twitter.com/IBM/status/1501247309589405697"><span aria-label="176 likes" class="social-embed-meta">❤️ 176</span><span aria-label="0 replies" class="social-embed-meta">💬 0</span><span aria-label="80 reposts" class="social-embed-meta">🔁 80</span><time datetime="2022-03-08T17:23:45.000Z" itemprop="datePublished">17:23 - Tue 08 March 2022</time></a></footer></blockquote></section><hr class="social-embed-hr"><footer class="social-embed-footer"><a href="https://twitter.com/PayGapApp/status/1501308986523635714"><span aria-label="545 likes" class="social-embed-meta">❤️ 545</span><span aria-label="4 replies" class="social-embed-meta">💬 4</span><span aria-label="0 reposts" class="social-embed-meta">🔁 0</span><time datetime="2022-03-08T21:28:50.000Z" itemprop="datePublished">21:28 - Tue 08 March 2022</time></a></footer></blockquote>

<p>The UK compels all companies with 250 or more employees to <a href="https://gender-pay-gap.service.gov.uk/">publish data on their gender pay gap</a>. Both public organisations and private companies have to do this.</p>

<p>And so, <a href="https://www.vice.com/en/article/m7vkpx/who-made-gender-pay-gap-bot-international-womens-day">Francesca Lawson and Ali Fensom built a Twitter bot</a>. Whenever a corporate Twitter account Tweets about International Women's Day - the bot quotes the Tweet with that organisation's gender pay gap.</p>

<p>The results have been <em>beautiful!</em></p>

<blockquote class="social-embed" id="social-embed-1501268966978867209" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/heldutson" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-circle" src="data:image/webp;base64,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" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">Helen</p>@heldutson</div></a><img class="social-embed-logo" alt="" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciCmFyaWEtbGFiZWw9IlR3aXR0ZXIiIHJvbGU9ImltZyIKdmlld0JveD0iMCAwIDUxMiA1MTIiPjxwYXRoCmQ9Im0wIDBINTEyVjUxMkgwIgpmaWxsPSIjZmZmIi8+PHBhdGggZmlsbD0iIzFkOWJmMCIgZD0ibTQ1OCAxNDBxLTIzIDEwLTQ1IDEyIDI1LTE1IDM0LTQzLTI0IDE0LTUwIDE5YTc5IDc5IDAgMDAtMTM1IDcycS0xMDEtNy0xNjMtODNhODAgODAgMCAwMDI0IDEwNnEtMTcgMC0zNi0xMHMtMyA2MiA2NCA3OXEtMTkgNS0zNiAxczE1IDUzIDc0IDU1cS01MCA0MC0xMTcgMzNhMjI0IDIyNCAwIDAwMzQ2LTIwMHEyMy0xNiA0MC00MSIvPjwvc3ZnPg=="></header><section class="social-embed-text" itemprop="articleBody">I have never seen any single account  wreak more havoc on branded social content than the Gender Pay Gap Bot</section><hr class="social-embed-hr"><footer class="social-embed-footer"><a href="https://twitter.com/heldutson/status/1501268966978867209" aria-label="79399 likes" class="social-embed-meta">❤️ 79,399 💬 239 ♻️ 0</a><a href="https://twitter.com/heldutson/status/1501268966978867209"><time datetime="2022-03-08T18:49:48.000Z" itemprop="datePublished">18:49 - Tue 08 March 2022</time></a></footer></blockquote>

<p>There is an entire thread of accounts who were so ashamed of being called out that they deleted their Tweets:</p>

<blockquote class="social-embed" id="social-embed-1501161363263078401" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/oldenoughtosay" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-circle" src="data:image/webp;base64,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" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">madeline odent</p>@oldenoughtosay</div></a><img class="social-embed-logo" alt="" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciCmFyaWEtbGFiZWw9IlR3aXR0ZXIiIHJvbGU9ImltZyIKdmlld0JveD0iMCAwIDUxMiA1MTIiPjxwYXRoCmQ9Im0wIDBINTEyVjUxMkgwIgpmaWxsPSIjZmZmIi8+PHBhdGggZmlsbD0iIzFkOWJmMCIgZD0ibTQ1OCAxNDBxLTIzIDEwLTQ1IDEyIDI1LTE1IDM0LTQzLTI0IDE0LTUwIDE5YTc5IDc5IDAgMDAtMTM1IDcycS0xMDEtNy0xNjMtODNhODAgODAgMCAwMDI0IDEwNnEtMTcgMC0zNi0xMHMtMyA2MiA2NCA3OXEtMTkgNS0zNiAxczE1IDUzIDc0IDU1cS01MCA0MC0xMTcgMzNhMjI0IDIyNCAwIDAwMzQ2LTIwMHEyMy0xNiA0MC00MSIvPjwvc3ZnPg=="></header><section class="social-embed-text" itemprop="articleBody">a thread of all the employers who deleted their <a href="https://twitter.com/hashtag/IWD2022">#IWD2022</a> tweets as a result of getting called out by the <a href="https://twitter.com/PayGapApp">@PayGapApp</a>: because i love mess</section><hr class="social-embed-hr"><footer class="social-embed-footer"><a href="https://web.archive.org/web/20220311083243/https://twitter.com/oldenoughtosay/status/1501161363263078401"><time datetime="2022-03-08T11:42:13.000Z" itemprop="datePublished">11:42 - Tue 08 March 2022</time></a></footer></blockquote>

<p>There are a few (and only a few) organisations which have <a href="https://twitter.com/search?q=equal%20from%3Apaygapapp&amp;src=typed_query">achieved parity</a>.</p>

<blockquote class="social-embed" id="social-embed-1501346546574508032" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/PayGapApp" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-circle" src="data:image/webp;base64,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" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">Gender Pay Gap Bot</p>@PayGapApp</div></a><img class="social-embed-logo" alt="Twitter" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%0Aaria-label%3D%22Twitter%22%20role%3D%22img%22%0AviewBox%3D%220%200%20512%20512%22%3E%3Cpath%0Ad%3D%22m0%200H512V512H0%22%0Afill%3D%22%23fff%22%2F%3E%3Cpath%20fill%3D%22%231d9bf0%22%20d%3D%22m458%20140q-23%2010-45%2012%2025-15%2034-43-24%2014-50%2019a79%2079%200%2000-135%2072q-101-7-163-83a80%2080%200%200024%20106q-17%200-36-10s-3%2062%2064%2079q-19%205-36%201s15%2053%2074%2055q-50%2040-117%2033a224%20224%200%2000346-200q23-16%2040-41%22%2F%3E%3C%2Fsvg%3E"></header><section class="social-embed-text" itemprop="articleBody">In this organisation, men's and women's median hourly pay is equal.<blockquote class="social-embed" id="social-embed-1501218686300041217" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/stjohnambulance" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-circle" src="data:image/webp;base64,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" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">St John Ambulance England</p>@stjohnambulance</div></a><img class="social-embed-logo" alt="Twitter" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%0Aaria-label%3D%22Twitter%22%20role%3D%22img%22%0AviewBox%3D%220%200%20512%20512%22%3E%3Cpath%0Ad%3D%22m0%200H512V512H0%22%0Afill%3D%22%23fff%22%2F%3E%3Cpath%20fill%3D%22%231d9bf0%22%20d%3D%22m458%20140q-23%2010-45%2012%2025-15%2034-43-24%2014-50%2019a79%2079%200%2000-135%2072q-101-7-163-83a80%2080%200%200024%20106q-17%200-36-10s-3%2062%2064%2079q-19%205-36%201s15%2053%2074%2055q-50%2040-117%2033a224%20224%200%2000346-200q23-16%2040-41%22%2F%3E%3C%2Fsvg%3E"></header><section class="social-embed-text" itemprop="articleBody">St John's brilliant Women's Network. 💚<br><br>Happy International Women's Day. <a href="https://twitter.com/hashtag/BreakTheBias">#BreakTheBias</a> <a href="https://twitter.com/hashtag/IWD2022">#IWD2022</a></section><hr class="social-embed-hr"><footer class="social-embed-footer"><a href="https://twitter.com/stjohnambulance/status/1501218686300041217"><span aria-label="224 likes" class="social-embed-meta">❤️ 224</span><span aria-label="0 replies" class="social-embed-meta">💬 0</span><span aria-label="8 reposts" class="social-embed-meta">🔁 8</span><time datetime="2022-03-08T15:30:00.000Z" itemprop="datePublished">15:30 - Tue 08 March 2022</time></a></footer></blockquote></section><hr class="social-embed-hr"><footer class="social-embed-footer"><a href="https://twitter.com/PayGapApp/status/1501346546574508032"><span aria-label="16066 likes" class="social-embed-meta">❤️ 16,066</span><span aria-label="29 replies" class="social-embed-meta">💬 29</span><span aria-label="0 reposts" class="social-embed-meta">🔁 0</span><time datetime="2022-03-08T23:58:05.000Z" itemprop="datePublished">23:58 - Tue 08 March 2022</time></a></footer></blockquote>

<p>And even fewer where <a href="https://twitter.com/search?q=higher%20from%3Apaygapapp&amp;src=typed_query&amp;f=top">the gap is negative</a>.</p>

<blockquote class="social-embed" id="social-embed-1501154524433555456" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/PayGapApp" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-circle" src="data:image/webp;base64,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" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">Gender Pay Gap Bot</p>@PayGapApp</div></a><img class="social-embed-logo" alt="Twitter" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%0Aaria-label%3D%22Twitter%22%20role%3D%22img%22%0AviewBox%3D%220%200%20512%20512%22%3E%3Cpath%0Ad%3D%22m0%200H512V512H0%22%0Afill%3D%22%23fff%22%2F%3E%3Cpath%20fill%3D%22%231d9bf0%22%20d%3D%22m458%20140q-23%2010-45%2012%2025-15%2034-43-24%2014-50%2019a79%2079%200%2000-135%2072q-101-7-163-83a80%2080%200%200024%20106q-17%200-36-10s-3%2062%2064%2079q-19%205-36%201s15%2053%2074%2055q-50%2040-117%2033a224%20224%200%2000346-200q23-16%2040-41%22%2F%3E%3C%2Fsvg%3E"></header><section class="social-embed-text" itemprop="articleBody">In this organisation, women's median hourly pay is 2.7% higher than men's.<blockquote class="social-embed" id="social-embed-1501151570339241988" lang="en" itemscope="" itemtype="https://schema.org/SocialMediaPosting"><header class="social-embed-header" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><a href="https://twitter.com/LondonFire" class="social-embed-user" itemprop="url"><img class="social-embed-avatar social-embed-avatar-circle" src="data:image/webp;base64,UklGRlIBAABXRUJQVlA4IEYBAABQBgCdASowADAAPrVWokynJSMiKrqoAOAWiWIA0J4l0jwPexqoZzUgWX31SWG0AS1PKD84m1AAg1e/mAD+++rhSQMl+8DZij3ews7U9FwUpyHTr4HiIm79Pw+/lB7scdfqWlPL/GZCu7M9iSpj8wUFzxArhBE6mwKVH5c/yZEddQC/wm+K+of4Ia8iUYbyfI8CW/ZKQgxy/lK0MaSbxc9dr1qTDFHlewTZYuvgrJUJdJtitco/0YRWILIiIqRtszQZZ0Ykc6pv8DmaTL3RUboHYZcZLF3IadmwQZg0H6HDx9r/D6YSnh358wTTTWof9v3h6SpKHWmcUUc7BNTwaT4X+VPTlJbpkgYkW1yJfp4w3okezTjfMVl2K1wZcVX6TSMSf3VrzN1sTvl6R7JkyHLIke9/P8xQx1zVBcv/5NPu2WvWQ0AAAA==" alt="" itemprop="image"><div class="social-embed-user-names"><p class="social-embed-user-names-name" itemprop="name">London Fire Brigade</p>@LondonFire</div></a><img class="social-embed-logo" alt="Twitter" src="data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%0Aaria-label%3D%22Twitter%22%20role%3D%22img%22%0AviewBox%3D%220%200%20512%20512%22%3E%3Cpath%0Ad%3D%22m0%200H512V512H0%22%0Afill%3D%22%23fff%22%2F%3E%3Cpath%20fill%3D%22%231d9bf0%22%20d%3D%22m458%20140q-23%2010-45%2012%2025-15%2034-43-24%2014-50%2019a79%2079%200%2000-135%2072q-101-7-163-83a80%2080%200%200024%20106q-17%200-36-10s-3%2062%2064%2079q-19%205-36%201s15%2053%2074%2055q-50%2040-117%2033a224%20224%200%2000346-200q23-16%2040-41%22%2F%3E%3C%2Fsvg%3E"></header><section class="social-embed-text" itemprop="articleBody"><a href="https://twitter.com/hashtag/IWD2022">#IWD2022</a> Meet Tiarna: “People are surprised when I say I'm a firefighter. I find it hard sometimes being the only woman on my Watch &amp; for a time I was the only black person at my station. But to make a change you need to be present &amp; represent” <a href="https://orlo.uk/FKHpD">orlo.uk/FKHpD</a> <a href="https://x.com/LondonFire/status/1501151570339241988/photo/1">pic.x.com/00LhU93y6N</a><div class="social-embed-media-grid"><a href="https://pbs.twimg.com/media/FNUpZb4X0AMrVbL.jpg" class="social-embed-media-link"><img class="social-embed-media" alt="" 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"></a></div></section><hr 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<p>You can argue about whether the data are accurate or meaningful. And you can argue whether a small gap in either direction is statistically significant. There's also <a href="https://twitter.com/charlotte_dann/status/1501558514598174720">a good thread about the impact of furlough on these statistics</a>. It's also debatable as to whether this sort of action will result in meaningful change.</p>

<p>But what you can't argue with, is that this is the <em>epitome</em> of the "armchair auditor" concept.  And I'm extremely glad it is back.</p>
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