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	<title>Twenty Third Floor &#187; communication</title>
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	<link>http://twentythirdfloor.co.za</link>
	<description>Creating a technical business advantage through analysis, research and insight.</description>
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		<title>Dangerous information</title>
		<link>http://twentythirdfloor.co.za/2012/01/25/dangerous-information/</link>
		<comments>http://twentythirdfloor.co.za/2012/01/25/dangerous-information/#comments</comments>
		<pubDate>Wed, 25 Jan 2012 10:25:11 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[insight]]></category>
		<category><![CDATA[measurement]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=1676</guid>
		<description><![CDATA[Land Restitution is an emotional issue. It&#8217;s not really a practical issue since recent history has shown that not all beneficiaries of land restitution ultimately want to work the land. This is also entirely reasonable given the change of our &#8230; <a href="http://twentythirdfloor.co.za/2012/01/25/dangerous-information/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Land Restitution is an emotional issue.</p>
<p>It&#8217;s not really a practical issue since recent history has shown that not all beneficiaries of land restitution ultimately want to work the land. This is also entirely reasonable given the change of our economy from a primary economy to a secondary and tertiary economy over the last 50 years.</p>
<p>So when I read that <a href="http://www.news24.com/SouthAfrica/News/Land-restitution-could-be-doubled-20120125">the SA Institute of Race Relations states that more land could have been returned to black beneficiaries if money was not offered instead</a>, I just wonder what the point is.</p>
<p>If people are accepting cash rather than land, it may well be because they want the cash rather than the land. Given land, I&#8217;m not aware that there is a prohibition on selling that land (which would be a poorer form of property right than they originally had so surely can&#8217;t be allowed) so we could end up in the same situation.</p>
<p>The danger for me is that the measures of land restitution could so easily, accurately and misleadingly, refer to the amount of land that has been restituted, or the amount of land currently in the hands of black South Africans, when this is clearly not an accurate measure of what progress has been achieved.</p>
<p>&nbsp;</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2010/03/24/tragedy-of-the-modern-commons-and-90-9-1/" rel="bookmark" class="crp_title">Tragedy of the Modern Commons and 90 9 1</a></li><li><a href="http://twentythirdfloor.co.za/2008/08/07/pass-me-that-nail-would-you/" rel="bookmark" class="crp_title">Pass me that nail would you</a></li><li><a href="http://twentythirdfloor.co.za/2012/02/02/no-nationalisation-more-certainty-and-probably-higher-taxes/" rel="bookmark" class="crp_title">No nationalisation, more certainty and probably higher taxes</a></li><li><a href="http://twentythirdfloor.co.za/2009/08/16/a-twisted-tale-of-two-countries/" rel="bookmark" class="crp_title">A Twisted Tale of Two Countries</a></li><li><a href="http://twentythirdfloor.co.za/2008/07/07/what-is-your-total-property-return/" rel="bookmark" class="crp_title">What is your total property return?</a></li></ul></div>]]></content:encoded>
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		<title>Narratives vs facts</title>
		<link>http://twentythirdfloor.co.za/2011/10/19/narratives-vs-facts/</link>
		<comments>http://twentythirdfloor.co.za/2011/10/19/narratives-vs-facts/#comments</comments>
		<pubDate>Wed, 19 Oct 2011 05:57:55 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[complexiy]]></category>
		<category><![CDATA[creating value]]></category>
		<category><![CDATA[economics]]></category>
		<category><![CDATA[insight]]></category>
		<category><![CDATA[managing uncertainty]]></category>
		<category><![CDATA[measurement]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[operational risk]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=1585</guid>
		<description><![CDATA[I don&#8217;t usually write about The Final Frontier, but this article has a great parallel to what I do write about. It&#8217;s worth reading the entire article, but the main message is that we cannot use the dream or story &#8230; <a href="http://twentythirdfloor.co.za/2011/10/19/narratives-vs-facts/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>I don&#8217;t usually write about The Final Frontier, but this article has a great parallel to what I do write about.</p>
<p>It&#8217;s worth reading the <a href="http://physics.ucsd.edu/do-the-math/2011/10/why-not-space/">entire article</a>, but the main message is that we cannot use the dream or story or fairy tale of imminent migration into space and other planets as an excuse not to deal with the very real problems we have on Earth right now. The misconceptions, Hollywood induced and otherwise, about the ease of space travel or even the extent of our current capabilities, are massive.</p>
<p>As with so many things, the stories that fill our society can be very different from the harsh reality.</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2010/05/20/uncapped-wordsmiths/" rel="bookmark" class="crp_title">Uncapped Wordsmiths</a></li><li><a href="http://twentythirdfloor.co.za/2010/11/01/prediction-models-versus-market/" rel="bookmark" class="crp_title">Prediction: models versus market</a></li><li><a href="http://twentythirdfloor.co.za/2008/10/27/visagie-still-around/" rel="bookmark" class="crp_title">Visagie still around?</a></li><li><a href="http://twentythirdfloor.co.za/2011/12/09/im-wrong-but-only-for-now/" rel="bookmark" class="crp_title">I&#8217;m wrong, but only for now</a></li><li><a href="http://twentythirdfloor.co.za/2010/04/07/book-review-how-the-mighty-fall/" rel="bookmark" class="crp_title">Book Review: How The Mighty Fall</a></li></ul></div>]]></content:encoded>
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		<title>Search email, don&#8217;t file says IBM</title>
		<link>http://twentythirdfloor.co.za/2011/10/10/search-email-dont-file-says-ibm/</link>
		<comments>http://twentythirdfloor.co.za/2011/10/10/search-email-dont-file-says-ibm/#comments</comments>
		<pubDate>Mon, 10 Oct 2011 07:40:00 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[measurement]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[operational risk]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=1576</guid>
		<description><![CDATA[All that time spent carefully filing emails into ever-more complex folder structures is a waste. &#8220;Searchers&#8221; were able to find emails more quickly than &#8220;filers&#8221; in a study by IBM covering 354 email users.  Filers took nearly a minute per &#8230; <a href="http://twentythirdfloor.co.za/2011/10/10/search-email-dont-file-says-ibm/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>All that time spent carefully filing emails into ever-more complex folder structures is a waste.</p>
<p>&#8220;Searchers&#8221; were able to find emails more quickly than &#8220;filers&#8221; in a study by <a href="http://people.ucsc.edu/~swhittak/papers/chi2011_refinding_email_camera_ready.pdf">IBM covering 354 email users</a>.  Filers took nearly a minute per email on average, with searchers only take a third of that time.</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2009/01/11/how-not-to-do-seo/" rel="bookmark" class="crp_title">How not to do SEO</a></li><li><a href="http://twentythirdfloor.co.za/2007/06/04/some-of-the-magic-behind-optimising-googles-search-algorithms/" rel="bookmark" class="crp_title">Some of the magic behind optimising Google&#8217;s search algorithms</a></li><li><a href="http://twentythirdfloor.co.za/2009/09/07/thins-i-used-to-do-without-and-can-no-longer/" rel="bookmark" class="crp_title">Things I used to do without and can no longer</a></li><li><a href="http://twentythirdfloor.co.za/2007/05/30/measures-targets-and-alchemy/" rel="bookmark" class="crp_title">Measures, targets and Alchemy</a></li><li><a href="http://twentythirdfloor.co.za/2011/09/02/surveys-papers-and-books-on-the-erp/" rel="bookmark" class="crp_title">Surveys, papers and books on the ERP</a></li></ul></div>]]></content:encoded>
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		<title>Communicating harsh truths</title>
		<link>http://twentythirdfloor.co.za/2011/08/21/communicating-harsh-truths/</link>
		<comments>http://twentythirdfloor.co.za/2011/08/21/communicating-harsh-truths/#comments</comments>
		<pubDate>Sun, 21 Aug 2011 11:05:56 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[creating value]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=1528</guid>
		<description><![CDATA[Communication is critically important for any business. Communication with clients and employees defines those relationships and the value they can create for everyone. Managing poor performance is tough because it&#8217;s so easy and so attractive to shy away from communicating &#8230; <a href="http://twentythirdfloor.co.za/2011/08/21/communicating-harsh-truths/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Communication is critically important for any business. Communication with clients and employees defines those relationships and the value they can create for everyone.</p>
<p>Managing poor performance is tough because it&#8217;s so easy and so attractive to shy away from communicating the truth. Avoiding conflict and not addressing problems is far worse for all concerned.</p>
<p>Robert Kiyosaki, author of &#8220;Rich Dad, Poor Dad&#8221; outlines a <a href="http://www.cnn.com/2011/OPINION/08/19/kiyosaki.business.success/index.html">similar viewpoint in response to research that shows &#8220;nice guys earn less than mean guys&#8221;. His take is that it&#8217;s not actually &#8220;nice&#8221; to hide the truth and dance around issues</a>. There&#8217;s never a need to make attacks personal, but sometimes the news is not good and it needs corrective action.</p>
<p>As Kiyosaki says, &#8220;cowards finish last&#8221;.</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2010/03/13/nasty-or-nice-playing-the-tail/" rel="bookmark" class="crp_title">Nasty or nice &#8211; playing the tail</a></li><li><a href="http://twentythirdfloor.co.za/2012/01/30/harsh-but-true-words-on-greece-the-euro/" rel="bookmark" class="crp_title">Harsh but true words on Greece, the Euro</a></li><li><a href="http://twentythirdfloor.co.za/2010/02/15/income-outgo-and-the-nhi/" rel="bookmark" class="crp_title">Income, Outgo, and the NHI</a></li><li><a href="http://twentythirdfloor.co.za/2011/11/27/the-ecb-game/" rel="bookmark" class="crp_title">The ECB game</a></li><li><a href="http://twentythirdfloor.co.za/2010/11/08/who-do-you-trust-more-than-your-bank/" rel="bookmark" class="crp_title">Who do you trust more than your bank?</a></li></ul></div>]]></content:encoded>
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		<title>Compounding wisdom from a surprising source</title>
		<link>http://twentythirdfloor.co.za/2011/08/15/compounding-wisdom-from-a-surprising-source/</link>
		<comments>http://twentythirdfloor.co.za/2011/08/15/compounding-wisdom-from-a-surprising-source/#comments</comments>
		<pubDate>Mon, 15 Aug 2011 18:53:45 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[healthcare]]></category>
		<category><![CDATA[inflation]]></category>
		<category><![CDATA[measurement]]></category>
		<category><![CDATA[statistics]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=1523</guid>
		<description><![CDATA[I really struggled when Health Minister Aaron Motsoaledi announced (many sources, but here is one) that private healthcare costs have increased by 121% over the last decade. He continued: &#8220;Over the past decade, private hospital costs have increased by 121%, &#8230; <a href="http://twentythirdfloor.co.za/2011/08/15/compounding-wisdom-from-a-surprising-source/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>I really struggled when Health Minister Aaron Motsoaledi announced (many sources, but <a href="http://mg.co.za/article/2011-08-12-nhi-what-the-pundits-think">here is one</a>) that private healthcare costs have increased by 121% over the last decade.</p>
<blockquote><p>He continued: &#8220;Over the past decade, private hospital costs have increased by 121%, while over the same period, specialist costs have increased by 120%.&#8221;</p></blockquote>
<p>Anyone who measures growth over long periods without using compound annual rates can&#8217;t be taken seriously. Abusing numbers for shock value is a sure sign of a weak argument or a lack of appreciation for long-term issues.</p>
<p>121% over nine years (2001 to 2009) equates to an average cumulative annual growth rate of 9.2%. Now medical price inflation of 9.2% is high given inflation over the period and modest real growth in GDP and salaries. But 9.2% tells a very different story to a layperson than 121%. The 9.2% is more useful, more comparable to inflation, more easily able to be understood. 121% is more shocking.</p>
<p>I was really encouraged to read <a href="http://www.buanews.gov.za/news/11/11081412251001">this in a story, quoting Matlala from HASA</a>:</p>
<blockquote><p>He pointed out that while the green paper said private healthcare costs had increased 121% between 2001 and 2009, this should be contextualised against the backdrop of contributions to public healthcare increasing by more than 100% over the same period.</p>
<p>&#8220;Even the price of bread has increased 111% over the decade&#8230; We have to face up to the fact that the cost of living has gone up, including healthcare,&#8221; Matlala said.</p></blockquote>
<p>Finally, someone quoted acknowledging that the 121% figure is utterly misleading.</p>
<p><em>Incidentally, 111% over 9 years is equivalent to an 8.7% annually compounded growth rate, just 0.6% per annum below healthcare cost increases. </em></p>
<p>&nbsp;</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2010/02/15/income-outgo-and-the-nhi/" rel="bookmark" class="crp_title">Income, Outgo, and the NHI</a></li><li><a href="http://twentythirdfloor.co.za/2011/08/12/health-costs-we-should-all-be-happ-to-be-paying-at-long-last/" rel="bookmark" class="crp_title">Health costs we should all be happy to be paying at long last</a></li><li><a href="http://twentythirdfloor.co.za/2010/08/25/cpi-at-3-7-for-july-2010/" rel="bookmark" class="crp_title">CPI at 3.7% for July 2010</a></li><li><a href="http://twentythirdfloor.co.za/2009/09/04/medical-scheme-mysteries-your-benefit-is-my-loss/" rel="bookmark" class="crp_title">Medical scheme mysteries &#8211; your benefit is my loss</a></li><li><a href="http://twentythirdfloor.co.za/2008/06/03/so-this-is-what-a-downturn-looks-like/" rel="bookmark" class="crp_title">So this is what a downturn looks like</a></li></ul></div>]]></content:encoded>
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		<title>Teamwork from HBR</title>
		<link>http://twentythirdfloor.co.za/2011/06/08/teamwork-from-hbr/</link>
		<comments>http://twentythirdfloor.co.za/2011/06/08/teamwork-from-hbr/#comments</comments>
		<pubDate>Tue, 07 Jun 2011 23:06:32 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[optimisation]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=1111</guid>
		<description><![CDATA[Found these views on teamwork interesting, and largely in line with my own experiences. In particular, I&#8217;ve gone from thinking videoconferencing is all we need to the realisation that in-person interaction is important. I&#8217;d add to the point about stable, &#8230; <a href="http://twentythirdfloor.co.za/2011/06/08/teamwork-from-hbr/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Found these <a href="http://blogs.hbr.org/cs/2011/06/six_common_misperceptions_abou.html">views on teamwork interesting, and largely in line with my own experiences</a>. In particular, I&#8217;ve gone from thinking videoconferencing is all we need to the realisation that in-person interaction is important. I&#8217;d add to the point about stable, long-standing teams performing better by suggesting this is at least partly through better understanding each other&#8217;s strengths and weaknesses.</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2008/07/27/5-mistakes-when-you-leave-the-science-out-of-marketing/" rel="bookmark" class="crp_title">5 Mistakes you make when you leave the science out of marketing</a></li><li><a href="http://twentythirdfloor.co.za/2011/02/18/omg-inflation/" rel="bookmark" class="crp_title">OMG Inflation</a></li><li><a href="http://twentythirdfloor.co.za/2006/10/07/measuring-marketing-for-law-firms/" rel="bookmark" class="crp_title">Measuring marketing for law firms</a></li><li><a href="http://twentythirdfloor.co.za/2011/09/26/golden-stories/" rel="bookmark" class="crp_title">Golden Stories</a></li><li><a href="http://twentythirdfloor.co.za/2011/06/27/catching-krugman/" rel="bookmark" class="crp_title">Catching Krugman</a></li></ul></div>]]></content:encoded>
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		<title>Who do you trust more than your bank?</title>
		<link>http://twentythirdfloor.co.za/2010/11/08/who-do-you-trust-more-than-your-bank/</link>
		<comments>http://twentythirdfloor.co.za/2010/11/08/who-do-you-trust-more-than-your-bank/#comments</comments>
		<pubDate>Mon, 08 Nov 2010 21:01:28 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[creating value]]></category>
		<category><![CDATA[customer value]]></category>
		<category><![CDATA[insight]]></category>
		<category><![CDATA[news]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=858</guid>
		<description><![CDATA[Turns out Australian banks are concerned that their customers have greater confidence and trust in Google and PayPal than in their own institutions. It wasn&#8217;t that long ago that financial institutions needed marble-clad offices and multi-decade histories to show that &#8230; <a href="http://twentythirdfloor.co.za/2010/11/08/who-do-you-trust-more-than-your-bank/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>Turns out <a href="http://www.zdnet.com.au/google-scares-aussie-banks-339307074.htm">Australian banks are concerned that their customers have greater confidence and trust in Google and PayPal</a> than in their own institutions.</p>
<p>It wasn&#8217;t that long ago that financial institutions needed marble-clad offices and multi-decade histories to show that they were serious and were financially stable and could be trusted. Now the organisations that generate trust are barely a decade old and interact with customers in a purely virtual form.</p>
<blockquote><p>&#8220;If Google got up and said we are going to offer a savings account, for me, that would be very difficult and confronting,&#8221;</p></blockquote>
<p>I already use and love Google Checkout, which allows me to purchase items quickly from a variety of sites without having to enter (or share!) my credit card information with the new merchant. I honestly wish all merchants supported it.</p>
<p>PayPal has had a difficult history in South Africa, given that only very recently have we been able to withdraw funds from PayPal (and only via FNB even now). Still, I trust them more than most merchants.</p>
<p>One reason I might be concerned about Google as a bank is that since it would be so internationally successful, it would be an insanely attractive target for hackers. The number of attack vectors that would be pointed its way would be particularly concerning. (Yes, I&#8217;m writing this from a virtually virus-immune Mac for similar reasons.)</p>
<p>All companies must focus on trust and genuine relationships with clients, but no more so than financial services companies.</p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2008/10/27/visagie-still-around/" rel="bookmark" class="crp_title">Visagie still around?</a></li><li><a href="http://twentythirdfloor.co.za/2007/06/04/some-of-the-magic-behind-optimising-googles-search-algorithms/" rel="bookmark" class="crp_title">Some of the magic behind optimising Google&#8217;s search algorithms</a></li><li><a href="http://twentythirdfloor.co.za/2010/04/08/airline-safety-rules-damage-profitability/" rel="bookmark" class="crp_title">Airline safety rules damage profitability</a></li><li><a href="http://twentythirdfloor.co.za/2011/08/24/somehow-somewhere/" rel="bookmark" class="crp_title">Somehow, somewhere</a></li><li><a href="http://twentythirdfloor.co.za/2007/05/28/do-you-speak-word/" rel="bookmark" class="crp_title">Do you speak word?</a></li></ul></div>]]></content:encoded>
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		<title>The Power of Misconceptions</title>
		<link>http://twentythirdfloor.co.za/2010/10/13/the-power-of-misconceptions/</link>
		<comments>http://twentythirdfloor.co.za/2010/10/13/the-power-of-misconceptions/#comments</comments>
		<pubDate>Tue, 12 Oct 2010 22:07:12 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[economics]]></category>
		<category><![CDATA[Emerging Markets]]></category>
		<category><![CDATA[Equity Risk Premium]]></category>
		<category><![CDATA[insight]]></category>
		<category><![CDATA[managing uncertainty]]></category>
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		<category><![CDATA[statistics]]></category>

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		<description><![CDATA[In broad terms, we are all mostly ignorant. Worse than ignorant, we have notions and views, firmly held, that are entirely incorrect. We only complain about what we don&#8217;t like Nobody complains to their boss that they are overpaid. Nobody &#8230; <a href="http://twentythirdfloor.co.za/2010/10/13/the-power-of-misconceptions/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>In broad terms, we are all mostly ignorant. Worse than ignorant, we have notions and views, firmly held, that are entirely incorrect.</p>
<h3>We only complain about what we don&#8217;t like</h3>
<p>Nobody complains to their boss that they are overpaid. <a href="http://freakonomics.blogs.nytimes.com/2010/10/12/social-security-and-inflation/">Nobody complains that their pension or social security increases were above inflation last year</a>.</p>
<h3>We don&#8217;t understand the size of countries and continents</h3>
<p>Africa is huge. More of an issue for Europeans and Americans, but the problematic views of the size of Africa due to mapping &#8220;projections&#8221; used to represent an almost-sphere onto a flat map are almost universally held.</p>
<div id="attachment_748" class="wp-caption aligncenter" style="width: 310px"><a href="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/10/175823934.jpg"><img class="size-medium wp-image-748" title="Alternative representation of Africa" src="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/10/175823934-300x212.jpg" alt="A map showing the real size of Africa as measured in square meters of surface area compared to other countries" width="300" height="212" /></a><p class="wp-caption-text">The Real Size of Africa</p></div>
<p><strong>We don&#8217;t understand our economy (or at least US students surveyed don&#8217;t understand their economy)</strong></p>
<p><a href="http://cook.rfe.org/Misconceptions.pdf">Bill Goffe surveyed his students</a> [pdf] with worrying results:</p>
<ol>
<li>Students assumed 35% of workers earn minimum wage compared to the 2007 actual statistic of 2.7%</li>
<li>Students thought recent US inflation was around 11%, when the real answer is basically 0. (and <a href="http://www.cnbc.com/id/39626164">google is apparently planning some sort of price index of their own</a>)</li>
</ol>
<p>Plenty more where those came from.</p>
<h3>Then a few previous posts of mine highlighting these problems</h3>
<p><a href="http://twentythirdfloor.co.za/2010/09/27/mis-estimating-the-equity-risk-premium/">Estimating the ERP is hard, but the range of common flaws is astounding.</a></p>
<p><a href="http://twentythirdfloor.co.za/2009/10/16/mumbling-in-the-dark/">We like to complain about electricity prices, when we haven&#8217;t figured out that we pay for it all anyway.</a></p>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2010/10/07/why-youre-mis-estimating-the-equity-risk-premium-6/" rel="bookmark" class="crp_title">Why you&#8217;re mis-estimating the Equity Risk Premium #6</a></li><li><a href="http://twentythirdfloor.co.za/2011/02/18/omg-inflation/" rel="bookmark" class="crp_title">OMG Inflation</a></li><li><a href="http://twentythirdfloor.co.za/2010/09/01/property-investment-the-value-of-data-over-opinions/" rel="bookmark" class="crp_title">Property investment &#8211; the value of data over opinions</a></li><li><a href="http://twentythirdfloor.co.za/2011/06/26/bis-think-were-near-international-full-employment/" rel="bookmark" class="crp_title">BIS thinks we&#8217;re near international full employment</a></li><li><a href="http://twentythirdfloor.co.za/2010/11/30/i-hope-this-is-a-system-error/" rel="bookmark" class="crp_title">I hope this is a system error</a></li></ul></div>]]></content:encoded>
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		<title>Unemployment, mystified</title>
		<link>http://twentythirdfloor.co.za/2010/09/18/unemployment-mystified/</link>
		<comments>http://twentythirdfloor.co.za/2010/09/18/unemployment-mystified/#comments</comments>
		<pubDate>Fri, 17 Sep 2010 23:02:40 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[economics]]></category>
		<category><![CDATA[insight]]></category>
		<category><![CDATA[measurement]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[statistics]]></category>
		<category><![CDATA[unemployment]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=629</guid>
		<description><![CDATA[Shocking unemployment statistics (but what do they mean?) Someone threw a shocking figure at me today. They said that the unemployed under age 35 in South Africa comprise 75% of the unemployed population. I believe the figure comes from Adcorp. &#8230; <a href="http://twentythirdfloor.co.za/2010/09/18/unemployment-mystified/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<h3>Shocking unemployment statistics (but what do they mean?)</h3>
<p>Someone threw a shocking figure at me today. They said that the unemployed under age 35 in South Africa comprise 75% of the unemployed population. I believe the figure comes from Adcorp.</p>
<p>Like many statistics that are bandied around for shock value, this one is more fluff than substance. Here&#8217;s why.</p>
<h3>The real view of the numbers</h3>
<p>Here&#8217;s the data from the 2007 community service.</p>
<table style="height: 102px;" width="529" border="0" cellspacing="0" cellpadding="0">
<col width="78" />
<col width="144" />
<col width="88" />
<col width="135" />
<col width="106" />
<col width="117" />
<tbody>
<tr>
<td colspan="2" width="222" height="20">2007 Community Survey Results</td>
<td width="88"></td>
<td width="135"></td>
<td width="106"></td>
<td width="117"></td>
</tr>
<tr style="text-align: center;">
<td style="text-align: left;" height="20">Age</td>
<td>Population</td>
<td>Unemployed</td>
<td>Unemployment rate</td>
<td>% of population</td>
<td>% of unemployed</td>
</tr>
<tr style="text-align: left;">
<td height="20">15-35</td>
<td style="text-align: center;">18,323,677</td>
<td style="text-align: center;">4,310,474</td>
<td style="text-align: center;">24%</td>
<td style="text-align: center;">59%</td>
<td style="text-align: center;">71%</td>
</tr>
<tr>
<td height="20">36-65</td>
<td style="text-align: center;">12,712,484</td>
<td style="text-align: center;">1,737,827</td>
<td style="text-align: center;">14%</td>
<td style="text-align: center;">41%</td>
<td style="text-align: center;">29%</td>
</tr>
<tr>
<td height="20">total</td>
<td style="text-align: center;">31,036,161</td>
<td style="text-align: center;">6,048,301</td>
<td style="text-align: center;">19%</td>
<td style="text-align: center;">100%</td>
<td style="text-align: center;">100%</td>
</tr>
</tbody>
</table>
<div id="_mcePaste" style="position: absolute; left: -10000px; top: 0px; width: 1px; height: 1px; overflow: hidden;">
<table width="668" border="0" cellspacing="0" cellpadding="0">
<col style="width: 59pt;" width="78" />
<col style="width: 108pt;" width="144" />
<col style="width: 66pt;" width="88" />
<col style="width: 101pt;" width="135" />
<col style="width: 80pt;" width="106" />
<col style="width: 88pt;" width="117" />
<tbody>
<tr style="height: 15pt;">
<td class="xl69" style="height: 15pt; width: 167pt;" colspan="2" width="222" height="20">2007 Community Survey Results</td>
<td class="xl70" style="width: 66pt;" width="88"></td>
<td class="xl70" style="width: 101pt;" width="135"></td>
<td class="xl70" style="width: 80pt;" width="106"></td>
<td class="xl70" style="width: 88pt;" width="117"></td>
</tr>
<tr style="height: 15pt;">
<td class="xl66" style="height: 15pt;" height="20">Age</td>
<td class="xl66">Population</td>
<td class="xl66">Unemployed</td>
<td class="xl67">Unemployment rate</td>
<td class="xl68">% of population</td>
<td class="xl68">% of unemployed</td>
</tr>
<tr style="height: 15pt;">
<td class="xl66" style="height: 15pt;" height="20">15-35</td>
<td class="xl63" align="right">18,323,677</td>
<td class="xl63" align="right">4,310,474</td>
<td class="xl64" align="right">24%</td>
<td class="xl65" align="right">59%</td>
<td class="xl65" align="right">71%</td>
</tr>
<tr style="height: 15pt;">
<td class="xl66" style="height: 15pt;" height="20">36-65</td>
<td class="xl63" align="right">12,712,484</td>
<td class="xl63" align="right">1,737,827</td>
<td class="xl64" align="right">14%</td>
<td class="xl65" align="right">41%</td>
<td class="xl65" align="right">29%</td>
</tr>
<tr style="height: 15pt;">
<td class="xl66" style="height: 15pt;" height="20">total</td>
<td class="xl63" align="right">31,036,161</td>
<td class="xl63" align="right">6,048,301</td>
<td class="xl64" align="right">19%</td>
<td class="xl65" align="right">100%</td>
<td class="xl65" align="right">100%</td>
</tr>
</tbody>
</table>
</div>
<div>The first thing to note is that overall, the unemployment rate is exceptionally high &#8211; this post doesn&#8217;t refute that. High, structural unemployment is possibly the most serious problem our economy faces.<span id="more-629"></span></div>
<div>However, the percentage of total unemployed below the age of 35 (ages 15-35 since those below age 15 aren&#8217;t considered to be part of the labour force) is 71% compared with the stated 75%.</div>
<div>Far more importantly is that the total percentage of the population aged 15 to 35 is almost as high, at 59%.</div>
<div>This tells an important, but less spectacular story than the original statistic. While the unemployment rate within the young age group is high (24% compared to just 14% for older ages), it is primarily the large portion of the total population in this age group that contributes to the &#8220;shocking statistic&#8221; that a huge portion of the total unemployed (71% or 75% depending on who&#8217;s stats you believe most) is under the age of 35.</div>
<div>The results from the earlier 2001 full census reveal a similar picture.</div>
<div>
<table style="height: 111px;" width="538" border="0" cellspacing="0" cellpadding="0">
<col width="88" />
<col width="135" />
<col width="106" />
<col width="135" />
<col width="64" />
<col width="117" />
<tbody>
<tr>
<td colspan="2" width="223" height="20">2001 Census Results</td>
<td width="106"></td>
<td width="135"></td>
<td width="64"></td>
<td width="117"></td>
</tr>
<tr>
<td height="20">Age</td>
<td style="text-align: center;">Population</td>
<td style="text-align: center;">Unemployed</td>
<td style="text-align: center;">Unemployment rate</td>
<td style="text-align: center;">% of population</td>
<td style="text-align: center;">% of unemployed</td>
</tr>
<tr>
<td height="20">15-35</td>
<td style="text-align: center;">17,167,552</td>
<td style="text-align: center;">4,606,165</td>
<td style="text-align: center;">27%</td>
<td style="text-align: center;">67%</td>
<td style="text-align: center;">60%</td>
</tr>
<tr>
<td height="20">36-65</td>
<td style="text-align: center;">11,259,573</td>
<td style="text-align: center;">2,217,904</td>
<td style="text-align: center;">20%</td>
<td style="text-align: center;">33%</td>
<td style="text-align: center;">40%</td>
</tr>
<tr>
<td height="20">total</td>
<td style="text-align: center;">28,427,125</td>
<td style="text-align: center;">6,824,069</td>
<td style="text-align: center;">24%</td>
<td style="text-align: center;">100%</td>
<td style="text-align: center;">100%</td>
</tr>
</tbody>
</table>
</div>
<h3>Two lessons from misleading statistics</h3>
<div>The lessons from this are two-fold:</div>
<div>
<ol>
<li>Unemployment is a serious problem in South Africa, and youth unemployment is more serious that more experienced worker unemployment.  Specific plans to ensure appropriate skills are available and incentives exist to hire young workers in order to provide them with the invaluable experience that makes them more efficient and attractive as a factor of production should be a focus of economic and public policy.</li>
<li>Shocking statistics need careful interpretation to ensure they paint an accurate, objective and reliable picture. If we are to set public policy based on hard evidence (as I believe we should) let&#8217;s make it is hard evidence and not the ideologically tainted headline grabbing statements so often prepared instead.</li>
</ol>
</div>
<h3>Some graphical insights</h3>
<div>Here is a graph that demonstrates the relationship between total population and the unemployed population:</div>
<div>
<div id="attachment_630" class="wp-caption aligncenter" style="width: 457px"><a href="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Unemployment-distribution-by-age.png"><img class="size-full wp-image-630  " title="Unemployment distribution by age" src="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Unemployment-distribution-by-age.png" alt="" width="447" height="286" /></a><p class="wp-caption-text">Unemployment distribution by age from 2007 community survey</p></div>
</div>
<div>It&#8217;s not absolutely straightforward to interpret this at first glance, but the &#8220;concave down&#8221; shape (negative second derivative) shows that, apart from a blip at early ages, the rate at which we add unemployed to the tally decreases as age increases.  There are proportionately more unemployed at younger ages than at older ages.</div>
<div>But it&#8217;s still hard to understand what that really means. This is the graph (and the statistics) we should have been looking at right from the start:</div>
<div>
<div id="attachment_633" class="wp-caption aligncenter" style="width: 417px"><a href="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Unemployment-status-by-age.png"><img class="size-full wp-image-633 " title="Unemployment status by age" src="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Unemployment-status-by-age.png" alt="" width="407" height="269" /></a><p class="wp-caption-text">Unemployment status by age from 2007 community survey</p></div>
</div>
<div>What&#8217;s clear from this chart is that, again apart from the very young ages, where we would hope teenagers would be at school or tertiary institutions, unemployment is as direct, decreasing function of age. (Age is primarily a proxy for experience, but some might argue it reflects those who were educated and apprenticed under a different system, but there is no direct evidence for this hypothesis from this graph itself).</div>
<div>At age 24, more than a third of our population is unemployed. That is the number we need to consider. No headline grabbing but slightly cooked numbers, just the harsh reality.</div>
<div>Unfortunately, there is some additional bad news. The following graph adds a curve for &#8220;not economically active&#8221; &#8211; this represents citizens who are not working, but not actively looking for work and therefore not considered &#8220;unemployed&#8221;.</div>
<div>
<dl id="attachment_635" class="wp-caption aligncenter" style="width: 417px;">
<dt class="wp-caption-dt"><a href="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Economic-status-by-age.png"><img class="size-full wp-image-635 " title="Economic status by age" src="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Economic-status-by-age.png" alt="" width="407" height="269" /></a></dt>
<dd class="wp-caption-dd">Economic status by age from 2007 community survey</dd>
</dl>
</div>
<div>At early ages, it is good to see that clearly some citizens are studying (and therefore not actively looking for work). This is a big contributor to the low unemployment at this age. If between 60% and 90% of teenagers are not looking for work, it presents less opportunity for sky-high unemployment.</div>
<div>However, the interesting message from this graph is that it seems the decline in unemployment from age 40 onwards may be at least in part attributable to the increase in the percentage of our population not wanting to work, rather than a gain for experience.</div>
<div>It actually makes sense that increased experience doesn&#8217;t linearly continue to make one more efficient over time. (Partly because of diminishing marginal returns from experience, but also, genuinely, because we forget some of what we learnt a long time ago, and some of what we learnt is no longer relevant. Some of the sharpness and hunger for work arguably also fades over time. After all, how many 55 year-olds find jobs easily after retrenchment?)</div>
<h3>Who stops working?</h3>
<p>Before we can consider gender differences in unemployment and economic status, it&#8217;s important to understand the different life expectancy of men and women:</p>
<div id="attachment_636" class="wp-caption aligncenter" style="width: 475px"><a href="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Population-MF-ratio.png"><img class="size-full wp-image-636 " title="Population MF ratio" src="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Population-MF-ratio.png" alt="" width="465" height="307" /></a><p class="wp-caption-text">Population MF ratio from 2007 community survey</p></div>
<p style="text-align: left;">More boys are born than girls. This graph shows that by age 15, there are still slightly more boys than girls because of this. This ratio stays more or less constant until around age 30, where it seems the ratio of men to women actually increases. This may reflect fatal complications of pregnancy and child-birth (I&#8217;m not sure). The slight decrease between ages 18 and 25 reflects the &#8220;accident hump&#8221; in mortality where due to risky, testosterone-infused and culturally enforced behaviours, more young men die than eminently more sensible young women.</p>
<p style="text-align: left;">However, soon after age 30, the ratio plummets as men die with significantly higher probability than for women. This, incidentally, is the reason annuities are more expensive for women to buy than men &#8211; women live longer in retirement years.</p>
<p style="text-align: left;">These differences in mortality and therefore life expectancy have an impact on employment. The same pregnancy and child-birth stage that potentially gave rise to a temporarily increased mortality rate for women also has an effect on employment, since some women who have the opportunity to cease working (temporarily or permanently) to raise a family do so.</p>
<div id="attachment_637" class="wp-caption aligncenter" style="width: 463px"><a href="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Economic-status-by-age-and-gender.png"><img class="size-full wp-image-637 " title="Economic status by age and gender" src="http://twentythirdfloor.co.za/blog_files/wp-content/uploads/2010/09/Economic-status-by-age-and-gender.png" alt="" width="453" height="276" /></a><p class="wp-caption-text">Economic status by age and gender from 2007 community survey</p></div>
<p>The above, rather busy, graph highlights a few interesting points:</p>
<ol>
<li>More females are unemployed than males at almost all ages. (Unemployment means &#8220;actively seeking work but unable to find it&#8221; and therefore does not include those women who choose not to work.) Women are still discriminated against in terms of employment. Whether some of this is fair (due to a very few jobs where physical strength is a prerequisite ) is up for debate, but it&#8217;s clear the problem is larger than be explained by reasonable means.</li>
<li>From the early 20s, fewer women are economically active (employed or unemployed). This remains at a fairly steady 15% extra of women are not economically active compared with men at ages above 30. This reflects a mix of family responsibilities and cultural / societal expectations for women not to work.</li>
<li>The rate of departure from the workforce increases far earlier for women than men, with an accelerating rate starting from around age 32 for women and only 43 or so for men.</li>
</ol>
<p>So, the decrease in unemployment overall as age increases may initially be due to experience making them more employable, but rapidly becomes a factor of women leaving the work-force initially, then followed by men a decade or so later.</p>
<p>It&#8217;s hard to know from this data why so many men (and women) leave the workforce in their 40s. It would seem unlikely that a significant portion of this is due to &#8220;early retirement&#8221; on sufficient savings to relax.</p>
<p>Are children providing for parents even at this age? Are these frustrated workers who, on being retrenched, eventually give up looking for work and become &#8220;not economically active&#8221; and dependent on grants? What does this mean for our tax burden and government expenditure on social welfare?</p>
<p>I&#8217;ll continue to analyse this data over time, but I think that&#8217;s more than enough for one post. Isn&#8217;t it incredible what insights and data are available when the underlying info is shared comprehensively rather than popping sounds-bites?</p>
<div><em>All figures are sourced directly from Stats SA</em></div>
<div id="crp_related"><h3>Related Posts:</h3><ul><li><a href="http://twentythirdfloor.co.za/2011/02/03/egypt-indonesia-or-south-african-parallel/" rel="bookmark" class="crp_title">Egypt: Indonesian or South African parallel?</a></li><li><a href="http://twentythirdfloor.co.za/2010/12/04/know-your-marital-status/" rel="bookmark" class="crp_title">Know your (marital) status</a></li><li><a href="http://twentythirdfloor.co.za/2011/08/08/why-recession-still-shouldnt-be-the-only-worry-word/" rel="bookmark" class="crp_title">Why &#8220;recession&#8221; still shouldn&#8217;t be the only worry word</a></li><li><a href="http://twentythirdfloor.co.za/2011/08/09/why-sp-downgraded/" rel="bookmark" class="crp_title">Why S&#038;P downgraded</a></li><li><a href="http://twentythirdfloor.co.za/2010/12/04/more-on-marriage-data/" rel="bookmark" class="crp_title">More on Marriage Data</a></li></ul></div>]]></content:encoded>
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		</item>
		<item>
		<title>Paid how much?</title>
		<link>http://twentythirdfloor.co.za/2010/09/05/paid-how-much/</link>
		<comments>http://twentythirdfloor.co.za/2010/09/05/paid-how-much/#comments</comments>
		<pubDate>Sun, 05 Sep 2010 18:21:26 +0000</pubDate>
		<dc:creator>David Kirk</dc:creator>
				<category><![CDATA[communication]]></category>
		<category><![CDATA[economics]]></category>
		<category><![CDATA[measurement]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[remuneration strategies]]></category>

		<guid isPermaLink="false">http://twentythirdfloor.co.za/?p=606</guid>
		<description><![CDATA[The ongoing public sector strike has raised several interesting points. Not least of which is what teachers actually earn. A full-page advert in newspapers last weekend gave some very respectable figures  for teacher salaries.  A teacher just starting out, with &#8230; <a href="http://twentythirdfloor.co.za/2010/09/05/paid-how-much/">Continue reading <span class="meta-nav">&#8594;</span></a>]]></description>
			<content:encoded><![CDATA[<p>The ongoing public sector strike has raised several interesting points.</p>
<p>Not least of which is what teachers actually earn. A full-page advert in newspapers last weekend gave some very respectable figures  for teacher salaries.  A teacher just starting out, with a 4 year qualification has a total cost to employer of around R229,000 per year. This includes 13th check, pension, medical aid and housing allowance, but is a surprisingly high number. It also included the then-proposed 7% increase (versus CPI at 3.7% at the moment).</p>
<p>The offer was increased to 7.5% since the original advert, but the numbers below are the unadjusted numbers in the advert. These are annual basic packages excluding benefits. (It&#8217;s unclear whether the before Total Cost to Employer columns include or exclude the 13th check, which is definitely included in the TCE column).</p>
<table border="0" cellspacing="0" cellpadding="0" width="517">
<col width="122"></col>
<col span="5" width="79"></col>
<tbody>
<tr height="17">
<td width="122" height="17"><strong><br />
</strong></td>
<td width="79"><strong>Year</strong></td>
<td width="79"></td>
<td width="79"></td>
<td width="79"></td>
<td width="79"></td>
</tr>
<tr height="17">
<td height="17"><strong>Experience</strong></td>
<td><strong>2007</strong></td>
<td><strong>2008</strong></td>
<td><strong>2009</strong></td>
<td><strong>2010</strong></td>
<td><strong>TCE 2010</strong></td>
</tr>
<tr height="17">
<td height="17"><strong>1 year</strong></td>
<td>107,007</td>
<td>129,948</td>
<td>150,105</td>
<td>160,614</td>
<td>229,790</td>
</tr>
<tr height="17">
<td height="17"><strong>5 years</strong></td>
<td>111,357</td>
<td>131,256</td>
<td>153,129</td>
<td>163,851</td>
<td>233,718</td>
</tr>
<tr height="17">
<td height="17"><strong>10 years</strong></td>
<td>117,042</td>
<td>135,228</td>
<td>160,920</td>
<td>172,185</td>
<td>243,830</td>
</tr>
<tr height="17">
<td height="17"><strong>20 years</strong></td>
<td>136,923</td>
<td>158,568</td>
<td>194,421</td>
<td>208,032</td>
<td>287,324</td>
</tr>
<tr height="17">
<td height="17"><strong>30 years</strong></td>
<td>151,257</td>
<td>175,152</td>
<td>220,278</td>
<td>235,698</td>
<td>320,892</td>
</tr>
</tbody>
</table>
<p>This advert prompted an immediate outcry from teachers writing to complain that they earn nothing close to that figure. This was followed up by <a href="http://www.info.gov.za/speech/DynamicAction?pageid=461&amp;sid=12400&amp;tid=15814">government affirming that the figures are correct</a>, noting that many teachers may not add up all the non-cash benefits.<span id="more-606"></span></p>
<p><a href="http://www.iol.co.za/news/south-africa/misleading_salary_ads_for_teachers_blasted_1_673931">IOL has an article purportedly showing that teachers are well aware of the extra benefits and aren&#8217;t paid what government claims</a> .</p>
<p>The <a href="http://www.dispatch.co.za/article.aspx?id=429907">Daily Dispatch has a similar article</a>, and includes a <a href="http://images.dispatch.co.za/teachers-salaries-graphic.jpg">scan of a salary slip</a> showing clearly (if the slip is genuine) that the government figures are bogus. From the salary slip, a teacher with 15 years of experience shows R12,885 as a monthly total cost to company translates to R167,505 as a TCE, assuming a 13th cheque equal to the entire monthly TCE (which is almost certainly an overestimate since it&#8217;s unlikely housing allowance and medical aid would be included in 13th cheque). This should be compared against the 2009 column since this doesn&#8217;t yet reflect any increases for the current year. The comparison shows that the TCE is probably slightly below what the government has as a basic salary for someone with 15 years of experience.</p>
<p>The figures are so different, that I can&#8217;t help wonder if it isn&#8217;t the government that is confused about the additional benefits. The total salary reflected on payslips includes the additional benefits (but probably not 13th cheque) and these benefits are deducted from the total before arriving at the cash pay for the teacher.</p>
<p>I can&#8217;t understand why this story hasn&#8217;t been ruthlessly followed up by the media. A few reports here and there aren&#8217;t enough. There are only a few options:</p>
<ol>
<li>The government blatantly lied about the figures.</li>
<li>The government is confused about what it actually pays teachers (wow &#8211; this is problematic)</li>
<li>Teachers are not paid consistently. Perhaps some teachers do earn what the government put out in the advert, but others don&#8217;t. (How is this fair, and does the government even realise this?)</li>
<li>Teachers are misleading the press about what they earn, either inadvertently or deliberately.</li>
</ol>
<p>Surely this is massively newsworthy no matter which of the options is correct? Doesn&#8217;t this change the bargaining positions completely?</p>
<p>Even if the gross figures in the table are wrong, the relative sizes might still be correct. According to the table, teachers have been getting average annual increases over the past four years of between 9.7% and 11.1%. These are not insignificant increases at all given that inflation has average well below this point. Teachers have been getting real increases every year for several years.</p>
<p>It&#8217;s hard to justify this based on efficiency improvements (more on this in a later blog). It&#8217;s also hard to say that education has improved over this period (although this is much debated).</p>
<p>The experience adjustment translate to an additional increase of between 0.4% and 1.6% per annum. So an actual teacher being according to this scale would experience an annual increase of above 10% each year, when allowing for experience adjustments.</p>
<p>There are so many questions of fact here. What is the point of long-running strikes and heated debates about affordability and fair wages if we can&#8217;t even agree on the current numbers?</p>
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