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	<title>Thomas Otter &#187; visualization</title>
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	<link>http://blogs.gartner.com/thomas_otter</link>
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		<title>Not just for journos. Poring over data, and a bit of Google&#8217;s HR practice.</title>
		<link>http://blogs.gartner.com/thomas_otter/2011/03/28/not-just-for-journos-poring-over-data-and-a-bit-of-googles-hr-practice/</link>
		<comments>http://blogs.gartner.com/thomas_otter/2011/03/28/not-just-for-journos-poring-over-data-and-a-bit-of-googles-hr-practice/#comments</comments>
		<pubDate>Mon, 28 Mar 2011 11:15:39 +0000</pubDate>
		<dc:creator>Thomas Otter</dc:creator>
				<category><![CDATA[Applications]]></category>
		<category><![CDATA[HCM]]></category>
		<category><![CDATA[software design]]></category>
		<category><![CDATA[usability]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[analytics]]></category>
		<category><![CDATA[google]]></category>
		<category><![CDATA[HR]]></category>

		<guid isPermaLink="false">http://blogs.gartner.com/thomas_otter/2011/03/28/not-just-for-journos-poring-over-data-and-a-bit-of-googles-hr-practice/</guid>
		<description><![CDATA[My regular reader(s) will probably know that I’m a fan of the Guardian newspaper and its on-line efforts.&#160; It does a fine job with data, both in terms of sourcing it and visualizing it. Have a look at the website and data blog here.&#160;&#160; I’ve also ranted about the need for more numeracy in HR [...]]]></description>
			<content:encoded><![CDATA[<p>My regular reader(s) will probably know that I’m a fan of the Guardian newspaper and its on-line efforts.&#160; It does a fine job with data, both in terms of sourcing it and visualizing it. Have a look at the <a href="http://www.guardian.co.uk/data">website and data blog here</a>.&#160;&#160; I’ve also ranted about the need for more numeracy in HR on a number of occasions. This post will be more of the same.</p>
<p>Leading newspapers are making&#160; effective use of visualization today. As an&#160; <a href="http://www-958.ibm.com/software/data/cognos/manyeyes/visualizations/owners-of-us-treasury-bonds-oct-20">example,&#160; the US treasury bond</a> ownership graphic is far more impactful than a simple listing.</p>
<p>It goes deeper than just a nice graph though, at a recent lecture at Leeds Trinity College,&#160; Guardian Data Blog editor Simon Rogers presented with Tim Berners-Lee about data journalism.</p>
<blockquote><p><a href="http://en.wikipedia.org/wiki/Database_journalism">Data journalism</a> involves visualising or scrutinising often complex amounts of statistical information.</p>
</blockquote>
<p>TBL had this to say.</p>
<blockquote><p>&quot;Journalists need to be data-savvy. It used to be that you would get stories by chatting to people in bars, and it still might be that you&#8217;ll do it that way some times.</p>
<p>&quot;But now it&#8217;s also going to be about poring over data and equipping yourself with the tools to analyse it and picking out what&#8217;s interesting. And keeping it in perspective, helping people out by really seeing where it all fits together, and what&#8217;s going on in the country.&quot;</p>
</blockquote>
<p>It seems to me that most professions could do with a solid dose of data visualization and the accompanying scrutiny. I’m not talking here about expensive tools, but about the love of data, and the joy of finding stuff out, getting stuck into the numbers. </p>
<p>I’ve given a couple of lectures on HR topics, and I’ve been hammering home on the analytics topic, but I think next time, I’ll bring some more data visualization to the party. I strongly believe that we need to see more focus on data visualization across all areas of business, but the HR department needs serious help.</p>
<p>I was pleased to read that Google came up with its <a href="http://www.nytimes.com/2011/03/13/business/13hire.html?_r=2&amp;pagewanted=1">8 rules of management</a>.&#160; At first sight they&#160; seem a typical list that one would find in any airport management book, but they are rooted in an empirical study.&#160; Google has built its business on analysing data, so it is&#160; not surprising that they decided to root around in their own HR data.&#160;&#160; I do wish more HR departments would fall in love with data. </p>
<p>I think it is possible to be “people-centric” and “data driven” at the same time. Using numbers&#160; to inform decisions and drive buy in isn’t treasonable.</p>
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		<title>The iPad and the Enterprise</title>
		<link>http://blogs.gartner.com/thomas_otter/2010/09/10/the-ipad-and-the-enterprise/</link>
		<comments>http://blogs.gartner.com/thomas_otter/2010/09/10/the-ipad-and-the-enterprise/#comments</comments>
		<pubDate>Fri, 10 Sep 2010 08:36:24 +0000</pubDate>
		<dc:creator>Thomas Otter</dc:creator>
				<category><![CDATA[UI]]></category>
		<category><![CDATA[software design]]></category>
		<category><![CDATA[software industry]]></category>
		<category><![CDATA[usability]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[Apple]]></category>
		<category><![CDATA[Design]]></category>
		<category><![CDATA[Enterprise Software.]]></category>
		<category><![CDATA[ERP]]></category>

		<guid isPermaLink="false">http://blogs.gartner.com/thomas_otter/2010/09/10/the-ipad-and-the-enterprise/</guid>
		<description><![CDATA[I have seen several keynotes from software executives lately. I recollect that all of them had iPads in them.&#160; Seasoned software executives have been getting positively giddy about the iPad. It has given Steve Jobs a sales force that he didn’t know he had. It seems without really planning for it, the iPad has become [...]]]></description>
			<content:encoded><![CDATA[<p>I have seen several keynotes from software executives lately. I recollect that all of them had iPads in them.&#160; Seasoned software executives have been getting positively giddy about the iPad. </p>
<p>It has given Steve Jobs a sales force that he didn’t know he had. It seems without really planning for it, the iPad has become the must have enterprise device. </p>
<p>But what I’ve not yet seen is the must have enterprise application on the iPad. Yes, I’ve seen some neat repurposed reports and simple entry screens&#160; but I’ve not yet seen an application that makes me sit up and say wow, that is a new and fundamentally better process enabled by the device.&#160; So far the innovation is all about Apple. </p>
<p>If the iPad&#160; means that enterprise software companies build executive dashboards and actually get executives engaging with the software, then fine, okay, that is an improvement from where we are today, but it misses the big opportunity. </p>
<p>Just&#160; fixing the executive user experience has a whiff of the <a href="http://en.wikipedia.org/wiki/Potemkin_village">Potemkin</a> about it. It would be a whole lot better if the iPad helped to prompt a rethink of how everyone interacts with enterprise software. Today the iPad merely illustrates the chasm between the typical enterprise software user experience and <a href="http://andrewmcafee.org/2010/09/frustration_to_delight/">delightful</a> design. </p>
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		<title>Visualization and HR data.</title>
		<link>http://blogs.gartner.com/thomas_otter/2009/07/02/visualization-and-hr-data/</link>
		<comments>http://blogs.gartner.com/thomas_otter/2009/07/02/visualization-and-hr-data/#comments</comments>
		<pubDate>Thu, 02 Jul 2009 06:39:38 +0000</pubDate>
		<dc:creator>Thomas Otter</dc:creator>
				<category><![CDATA[UI]]></category>
		<category><![CDATA[usability]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[CV.]]></category>

		<guid isPermaLink="false">http://blogs.gartner.com/thomas_otter/2009/07/02/visualization-and-hr-data/</guid>
		<description><![CDATA[I&#8217;m convinced that too many user interfaces are trapped by tyrannies of table and text. I while ago about blogged about many enterprise software UIs being like Donuts. Via Steve Clayton this arrived in my feedreader this morning. It is goodness. Someone give this fellow some HR system UIs to work on. &#160; &#160;]]></description>
			<content:encoded><![CDATA[<p>I&#8217;m convinced that too many user interfaces are trapped by tyrannies of table and text. I while ago about blogged about many enterprise software UIs being like <a href="http://blogs.gartner.com/thomas_otter/2008/11/26/donuts-and-enterprise-ui-innovation/">Donuts</a>. Via <a href="http://blogs.msdn.com/stevecla01/archive/2009/07/02/the-coolest-resume-cv.aspx">Steve Clayton</a> this arrived in my feedreader this morning. It is goodness. Someone give this fellow some HR system UIs to work on.</p>
<p>&#160;</p>
<p>&#160;<a href="http://blogs.gartner.com/thomas_otter/files/2009/07/image.png"><img height="330" alt="image" src="http://blogs.gartner.com/thomas_otter/files/2009/07/image-thumb.png" width="424" border="0" /></a></p>
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		<title>Via a comment via a link. The three sexy skills of data geeks.</title>
		<link>http://blogs.gartner.com/thomas_otter/2009/06/08/via-a-comment-via-a-link-the-three-sexy-skills-of-data-geeks/</link>
		<comments>http://blogs.gartner.com/thomas_otter/2009/06/08/via-a-comment-via-a-link-the-three-sexy-skills-of-data-geeks/#comments</comments>
		<pubDate>Mon, 08 Jun 2009 19:19:33 +0000</pubDate>
		<dc:creator>Thomas Otter</dc:creator>
				<category><![CDATA[measurement]]></category>
		<category><![CDATA[software industry]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[analytics]]></category>
		<category><![CDATA[data]]></category>
		<category><![CDATA[Stats]]></category>

		<guid isPermaLink="false">http://blogs.gartner.com/thomas_otter/2009/06/08/via-a-comment-via-a-link-the-three-sexy-skills-of-data-geeks/</guid>
		<description><![CDATA[Readers of this blog and my Gartner research will know that I am a big fan of analytics. Not the really the tools, but the skills to take numbers and turn them into something useful. I&#8217;m not a statistician, but I know several. I&#8217;m even friends with a couple (meaning, in this instance, more than [...]]]></description>
			<content:encoded><![CDATA[<p>Readers of this blog and my Gartner research will know that I am a big fan of analytics. Not the really the tools, but the skills to take numbers and turn them into something useful. I&#8217;m not a statistician, but I know several. I&#8217;m even friends with a couple (meaning, in this instance, more than one, rather than two statisticians in a significant relationship).</p>
<p><a href="http://ouseful.wordpress.com/">Tony Hirst,</a> who I linked to the other day about the UK politics mashup, came back and commented on my blog, so I followed a couple of his links and I ended up at the delightful <a href="http://dataspora.com/blog/">Dataspora</a> blog.</p>
<p>The post the <a href="http://dataspora.com/blog/sexy-data-geeks/">three sexy skills of data geeks</a> is excellent. Here is the concluding paragraph, but read all of it.</p>
<blockquote><p><strong>Put All Three Skills Together: Sexy. </strong>Thus with the Age of Data upon us, those who can model, munge, and visually communicate data &#8212; call us statisticians or data geeks &#8212; are a hot commodity.&#160; I grew up before the age of geek chic, when the computer wizzes were social pariahs, and feature-length movies were dedicated to <a href="http://www.imdb.com/title/tt0088000/">nerds seeking revenge</a>.&#160; But in the last decade, Steve Jobs became an icon, the Internet became cool, and an entire generation of tech kids grew up well adjusted.&#160; They even built the social web to prove it.&#160;&#160; I believe the same could happen to statistics and data geeks too.</p>
</blockquote>
<p>I spent Friday night on the phone with a large company asking about how to sort out their HR analytics issues. My advice was to hire such a person, and not worry too much about whether you need to do the charts on tool a or b. I didn&#8217;t put it quite as eloquently as model and munge though.</p>
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		<title>Continuing on the GT-R and GUIs theme.</title>
		<link>http://blogs.gartner.com/thomas_otter/2008/12/30/continuing-on-the-gt-r-and-guis-theme/</link>
		<comments>http://blogs.gartner.com/thomas_otter/2008/12/30/continuing-on-the-gt-r-and-guis-theme/#comments</comments>
		<pubDate>Tue, 30 Dec 2008 08:54:06 +0000</pubDate>
		<dc:creator>Thomas Otter</dc:creator>
				<category><![CDATA[UI]]></category>
		<category><![CDATA[software industry]]></category>
		<category><![CDATA[usability]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[GUI Design Usability]]></category>

		<guid isPermaLink="false">http://blogs.gartner.com/thomas_otter/2008/12/30/continuing-on-the-gt-r-and-guis-theme/</guid>
		<description><![CDATA[A few weeks ago I posted about GUIs and steering wheels, and before that on the designer of the Nissan GT-R&#8217;s relentless focus on detail. Another thing struck me about the GT-R &#8211; the dashboard design. At the Tokyo Auto Show, Nissan honcho Carlos Ghosn unveiled the GT-R. The car, which hits the US next [...]]]></description>
			<content:encoded><![CDATA[<p>A few weeks ago I posted about GUIs and steering wheels, and before that on the designer of the Nissan GT-R&#8217;s relentless focus on detail. Another thing struck me about the GT-R &#8211; the dashboard design.</p>
<p><a href="http://blogs.gartner.com/thomas_otter/files/2008/12/image4.png"><img height="281" alt="image" src="http://blogs.gartner.com/thomas_otter/files/2008/12/image-thumb4.png" width="445" border="0" /></a> </p>
<blockquote><p>At the Tokyo Auto Show, Nissan honcho Carlos Ghosn <a href="http://jalopnik.com/cars/tokyo-auto-show/tokyo-motor-show-nissan-gt+r-revealed-314347.php">unveiled the GT-R</a>. The car, which hits the US next Spring, features a multifunction dash display that was developed in conjunction with <i>Gran Turismo</i> Polyphony Digital. The display can monitor oil pressure, oil temp, engine coolant temp, transmission oil pressure, turbocharger boost pressure, throttle position, torque split, steering angle and lateral G-force. The Polyphony Digital display can also log data that helps improve driving technique and can help with fuel economy. (<a href="http://kotaku.com/gaming/gran-turismo/polyphony-digital-responsible-for-gt+r-dash-tech-314368.php" target="_blank">Thanks to Brian for the image and the text</a>)</p>
</blockquote>
<p>There some other video over on the <a href="http://gizmodo.com/gadgets/cars/nissans-gt+r-data+dense-dashboard-explained-324672.php" target="_blank">Gizmodo site</a>.</p>
<p>A car dashboard has many constraints and demands. It needs to inform, warn, and often entertain, but not distract. It needs to work well with peripheral vision. A badly designed dashboard can kill people. </p>
<p>A couple of things impressed me about what Nissan has done.</p>
<p>1. Looking to non-traditional sources for design innovation.</p>
<p>2. Virtual world designs impacting real world product.</p>
<p>3. Real and virtual world symbiosis. (A win win for Nissan and Polyphony)</p>
<p>4. Persona driven design. With the GT-R Nissan and Polyphony knew exactly what sort of user they are building the car for. Not just someone who drives a car, but a particular persona. </p>
<p>&#160;<strong>Enterprise software and the Wii.</strong></p>
<p>This got me thinking about enterprise software. Perhaps it is high time we let the folks who design compelling user experiences in the gaming world loose on the enterprise application user experience. I&#8217;ve written about experiments such as <a href="http://blog.ewherrmann.com/2007/10/08/majority-desk-get-your-wiihands-on/" target="_blank">Wii-hands</a> before, but I&#8217;m not aware of anything like what Nissan have done here, bringing in gaming experts to work on a key component of a flagship product. If anyone is, I would love to know more. My wife and I recently got a Wii for our birthdays (thanks gang), and I&#8217;ve been amazed how simple it has been to configure and learn. The designers of the Wii have nailed pretty much every single core <a href="http://www.amazon.com/About-Face-Essentials-Interaction-Design/dp/0470084111" target="_blank">design principle</a>.&#160; it is a lot of fun to play, but I&#8217;m in awe of its design. </p>
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		<title>measuring twice, cutting once.</title>
		<link>http://blogs.gartner.com/thomas_otter/2008/12/06/measuring-twice-cutting-once/</link>
		<comments>http://blogs.gartner.com/thomas_otter/2008/12/06/measuring-twice-cutting-once/#comments</comments>
		<pubDate>Sat, 06 Dec 2008 08:05:39 +0000</pubDate>
		<dc:creator>Thomas Otter</dc:creator>
				<category><![CDATA[cost optimization]]></category>
		<category><![CDATA[software industry]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[human concepts]]></category>
		<category><![CDATA[Taleo]]></category>

		<guid isPermaLink="false">http://blogs.gartner.com/thomas_otter/2008/12/06/measuring-twice-cutting-once/</guid>
		<description><![CDATA[&#160; (photo from English Cut, one day, I hope to have a suit made there) There is a lot of excellent cost optimization research going on here at Gartner, and as you would expect it was a key theme at the recent symposium. My small contribution to the research collection is a note called Workforce [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://blogs.gartner.com/thomas_otter/files/2008/12/image1.png"><img height="261" alt="image" src="http://blogs.gartner.com/thomas_otter/files/2008/12/image-thumb1.png" width="347" border="0" /></a>&#160;</p>
<p>(photo from <a href="http://www.englishcut.com/">English Cut</a>, one day, I hope to have a suit made there)</p>
<p>There is a lot of excellent <a href="http://www.gartner.com/it/themes/economy/economy_100.jsp?prm=12_01_08_CCC">cost optimization</a> research going on here at Gartner, and as you would expect it was a key theme at the recent symposium.</p>
<p>My small contribution to the research collection is a note called <a href="http://www.gartner.com/DisplayDocument?id=830812&amp;ref=g_forward&amp;call=email">Workforce Analytics Skills Are Vital for Effective Cost Optimization</a> (you will need to a Gartner client to get full access.) I stressed that few organizations have the workforce analytics systems and skills in place measure where to cut&#160; properly. Without the right analysis first, cuts can damage the organization. One of my favourite HR blogs is <a href="http://evilhrlady.blogspot.com/">The Evil HR lady</a>. She had <a href="http://evilhrlady.blogspot.com/2007/06/does-hr-add-value.html">this to say about</a> cuts and the need for HR&#160; get analytical</p>
<blockquote><p>We need to not sit by quietly while the &quot;big boys&quot; make the decisions and then carry them out. Are we conducting layoffs? Why? Before we sign on the dotted line we better be showing that his layoff will truly help the company financially. What is the cost of turnover? How come we don&#8217;t know this off the top of our heads? (Or at least how to calculate it?) Are we increasing the employee portion of medical expenses? What will be the result of this in terms of turnover? We better be able to build models.     <br />What are models? Crud people, hire yourself some statisticians.</p>
</blockquote>
<p>Picking up on this theme, I had a vendor briefing last night from <a href="http://www.orgplus.com/">Human Concepts</a>. they have <a href="http://www.orgplus.com/press-release/2008/orgplus-transition-120408.htm">just announced</a> they have acquired Optimize, software used to manage workforce separations, from Taleo Corporation.</p>
<p>I think this is a smart move for both companies, the fit with Human Concepts core organization modelling product is good, and means that Taleo can focus on building&#160; new product on the Taleo Platform, rather than supporting a product they acquired as part of the Vurv takeover. It will be good for the Optimize customers, as the product will receive more attention.</p>
<p>Software alone will not ensure that you do the right thing when cutting, but it is better than simply guessing.</p>
<p>Workforce analytics will be a key part of my and <a href="http://blogs.gartner.com/jim_holincheck/">Jim&#8217;s</a>&#160; research over the coming months. </p>
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		<title>Visualizing Data. The Von Restorff Effect and Hans Rosling</title>
		<link>http://blogs.gartner.com/thomas_otter/2008/11/13/visualizing-data-the-von-restorff-effect-and-hans-rosling/</link>
		<comments>http://blogs.gartner.com/thomas_otter/2008/11/13/visualizing-data-the-von-restorff-effect-and-hans-rosling/#comments</comments>
		<pubDate>Thu, 13 Nov 2008 16:29:06 +0000</pubDate>
		<dc:creator>Thomas Otter</dc:creator>
				<category><![CDATA[HCM]]></category>
		<category><![CDATA[Social Software]]></category>
		<category><![CDATA[visualization]]></category>
		<category><![CDATA[visualization reporting]]></category>

		<guid isPermaLink="false">http://blogs.gartner.com/thomas_otter/?p=57</guid>
		<description><![CDATA[(photo via flickrstream of addedentry) So much of our enterprise systems reporting is still locked into the rows and columns model of reporting. Yes, some vendors have oil gauge type dashboards and yapc (yet another pie chart) but I&#8217;ve only seen one or two vendors who really think hard about how to change the way [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://blogs.gartner.com/thomas_otter/files/2008/11/image.png"><img src="http://blogs.gartner.com/thomas_otter/files/2008/11/image-thumb.png" border="0" alt="image" width="448" height="382" /></a></p>
<p>(<span style="font-size: xx-small">photo via flickrstream of </span><a href="http://flickr.com/photos/addedentry/2291494640/"><span style="font-size: xx-small">addedentry</span>)</a></p>
<p>So much of our enterprise systems reporting is still locked into the rows and columns model of reporting. Yes, some vendors have oil gauge type dashboards and yapc (yet another pie chart) but I&#8217;ve only seen one or two vendors who really think hard about how to change the way data is displayed.</p>
<p>I came across a super web-site this afternoon. (Thanks Claus) It takes a map of the world and changes the sizes of the countries based on different criteria, such as number of cellphones,or  this example below women in parliament. (the excellent <a href="http://show.mappingworlds.com/">mappingworlds site is here</a>)</p>
<p><a href="http://blogs.gartner.com/thomas_otter/files/2008/11/clip-image002.jpg"><img src="http://blogs.gartner.com/thomas_otter/files/2008/11/clip-image002-thumb.jpg" border="0" alt="clip_image002" width="405" height="271" /></a></p>
<p>Look how small the US is on the map. This is a powerful way of visualizing data, partly because of the  <a href="http://en.wikipedia.org/wiki/Von_Restorff_effect">Von Restorff effect.</a> A phenomenon of memory in which noticeably different things are more likely to be recalled than common things. Mapping worlds changes the way the see a common image, the world map. The dissonance is what makes you think and remember.</p>
<p>This <a href="http://www.ted.com/speakers/hans_rosling.html">TED</a> presentation from Hans Rosling has been watched millions of times. It is a lesson for us all in data visualization data and presenting it.</p>
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<div><a href="http://www.youtube.com/watch?v=PHhdNEKwN50" target="_new"><img src="http://blogs.gartner.com/thomas_otter/files/2008/11/videoe74591956ccb.jpg" alt="" /></a></div>
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<p>Imagine if you presented your succession planning data like this? Wouldn&#8217;t it have a whole lot more impact? Most of you have years and years of ERP data, why not do something noticeably different with it?</p>
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