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	<title>UX Research Drivebys</title>
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	<description>Driveby summaries ... linking research to practice ... connected to UX .... somehow.</description>
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		<title>UX Research Drivebys</title>
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		<title>(Short) Words to live by &#8230;</title>
		<link>http://kathstraub.wordpress.com/2009/08/24/short-words-to-live-by/</link>
		<comments>http://kathstraub.wordpress.com/2009/08/24/short-words-to-live-by/#comments</comments>
		<pubDate>Mon, 24 Aug 2009 19:15:59 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://kathstraub.wordpress.com/?p=170</guid>
		<description><![CDATA[I am in the midst of writing up UPA proposals. Wordsmithing, as they say. I&#8217;m mulling my commitment to transparency, plain language and even uncharacteristic clarity (repeated aloud specifically because people will remind me.) I&#8217;m acutely aware of the absence of my trusty editor, Doug. I thought perhaps a quick reread of Orwell&#8217;s &#8220;Politics and [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=170&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I am in the midst of writing up UPA proposals. Wordsmithing, as they say.</p>
<p>I&#8217;m mulling my commitment to transparency, plain language and even uncharacteristic clarity (repeated aloud specifically because people will remind me.)</p>
<p>I&#8217;m acutely aware of the absence of my trusty editor, Doug.</p>
<p>I thought perhaps a quick reread of Orwell&#8217;s &#8220;Politics and the English Language&#8221; might temper my tendency toward purple prose. Maybe it will also help you shape your abstract as well. In case I need to review it.</p>
<p>The key passage is  below.<br />
The rest of of Orwell&#8217;s  essay, for the not so faint at heart, <a href="http://orwell.ru/library/essays/politics/english/e_polit">can be found here.</a><br />
When you&#8217;re done with reading, maybe we can talk Grice.</p>
<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-</p>
<p>From <em>Politics and the English language</em></p>
<p>&#8230;. one can often be in doubt    about the effect of a word or a phrase, and one needs rules that one can rely    on when instinct fails. I think the following rules will cover most cases:</p>
<p>(i) Never use a metaphor, simile, or other figure of speech which you are used    to seeing in print.</p>
<p>(ii) Never us a long word where a short one will do.</p>
<p>(iii) If it is possible to cut a word out, always cut it out.</p>
<p>(iv) Never use the passive where you can use the active.</p>
<p>(v) Never use a foreign phrase, a scientific word, or a jargon word if you    can think of an everyday English equivalent.</p>
<p>(vi) Break any of these rules sooner than say anything outright barbarous.</p>
<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-</p>
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		<title>Your call may be recorded &#8230;</title>
		<link>http://kathstraub.wordpress.com/2009/06/04/your-call-may-be-recorded/</link>
		<comments>http://kathstraub.wordpress.com/2009/06/04/your-call-may-be-recorded/#comments</comments>
		<pubDate>Thu, 04 Jun 2009 02:23:11 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[IVR]]></category>
		<category><![CDATA[Persuasive Design]]></category>
		<category><![CDATA[RandomIntersections]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Usability]]></category>

		<guid isPermaLink="false">http://kathstraub.wordpress.com/?p=154</guid>
		<description><![CDATA[Today I spent a lot of time chatting with IVRs.  Two of those experiences stuck out because they were positive IVR experiences. Two in a row.  Somebody &#8230; no, two people,  who are in control &#8230; understand that IVRs are a real part of the customer experience and the content can be designed. One case [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=154&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Today I spent a lot of time chatting with IVRs.  Two of those experiences stuck out because they were positive IVR experiences. Two in a row.  Somebody &#8230; no, two people,  who are in control &#8230; understand that IVRs are a real part of the customer experience and the content can be <strong>designed</strong>.</p>
<p>One case sticks out because the design  minimized the message length without compromising the clarity of content or what the caller should do. That goal is not surprising. It saves the organization money. Every second on the line counts. What was interesting was the way they went about minimizing the interaction duration.</p>
<p>The other stuck out for the opposite reason. Someone made a conscious decision to lengthen the industry standard message. The longer message was brilliantly designed to buy indulgence(s), just in case the customer service  wasn&#8217;t as stellar as promised.</p>
<p>In the <strong>short-as-possible message</strong> the word strings for the menu options were not repeated slavishly for each item, as often happens. Instead, some words are omitted. But the omission was  thoughtful. (If you read it out loud and you will get a better sense of the effect.)</p>
<p><img class="aligncenter size-full wp-image-157" title="ivr1" src="http://kathstraub.files.wordpress.com/2009/06/ivr11.png?w=480" alt="ivr1"   /></p>
<p>Look again &#8230; here it is showing the deleted words.</p>
<p><img class="aligncenter size-full wp-image-158" title="ivr" src="http://kathstraub.files.wordpress.com/2009/06/ivr2.png?w=480" alt="ivr"   /></p>
<p>Notice that the sequence starts complete (&#8220;For A, say A or press 1&#8243;, gets short (E, 5 &#8230;) and cycles back to the full structure. There are quite a few options. Over time people (who are not paying close attention, really) forget. But the design protects them from their dual tasking tendencies. At least it did me.  Subtle. Clear. And this design saves several seconds (or more) per call. That multiplies up quickly in IVR ROI-land.</p>
<p>In the the case of the <strong>longer-than-absolutely-necessary message</strong>, I needed to get to a customer service human. No way around it. But the first thing offered was not a long Pick-1-for &#8230;. menu. And it was also not the standard:</p>
<p><strong>Your call may be recorded or monitored. </strong></p>
<p>Instead, the intro message was:</p>
<p><strong>Here at the XX Platinum Customer Care Center we are in a an ongoing effort to improve our quality customer service.  Your call may be taped or monitored  for the coaching and development of our associates&#8230;.</strong></p>
<p>This message is longer  than the standard message. That&#8217;s an added cost.  (Accounting, perhaps, for the speeded speech?) &#8230; But the message has an interesting sub-dialog that likely more than returns the additional cost.</p>
<p>I suspect that it is a bit of an inoculation effects. (Like shots &#8230; If you are exposed to something in a low, safe level, you are less likely to respond adversely when it appears at a potentially toxic level.</p>
<p>The message embedded in the message is a very low does of  &#8220;Sometimes we get it wrong.&#8221; Its conveyed as &#8220;We know that sometimes we get it wrong. So we are actively coaching and providing feedback to the associates. We are working on making it better.&#8221;</p>
<p>In the worst case, where customer service is not as customer oriented as it might be, that little bit of inoculation serves as an implicit,  proactive apology. It likely buys the customer service agent a bit of patience. And by extension, it probably minimizes escalations. Which would translate to ROI.</p>
<p>In the best case, where the customer service agent is polite, professional and effective (my case, btw), you are left thinking, &#8220;Hmmm. They are doing pretty well, all things considered. And they are still monitoring for improvement opportunities. This is a company that gets it.&#8221;</p>
<p>Its a Win-Win. For a few cents a call.</p>
<p>I suspect, given the quality of the strings, both companies conducted live A|B testing of variations on the messages before they went to full implementation. If not,  they have IVR designers with very good design intuition. For the rest of the organizations out there with IVRs, it is  fairly trivial to design and run limited sampling studies that demonstrate unequivocally that customers can follow the streamlined message effectively (in the first case) and that the additional message content reduces escalation incidences. And that testing woudl be the basis for a concrete ROI report.</p>
<p>We may never know. But in the mean time, it provides hope that other organizations will also realize that deploying evidence-driven designs in their their IVRs could save a bomb &#8230; and even (possibly) make customers more friendly.</p>
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		<title>Mashup&#8230;?</title>
		<link>http://kathstraub.wordpress.com/2009/06/02/mashup/</link>
		<comments>http://kathstraub.wordpress.com/2009/06/02/mashup/#comments</comments>
		<pubDate>Tue, 02 Jun 2009 21:55:23 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

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			<content:encoded><![CDATA[<p><img class="aligncenter size-full wp-image-147" title="Moments that make you say, &quot;hmmm.&quot;" src="http://kathstraub.files.wordpress.com/2009/06/img_2713.jpg?w=480" alt="Moments that make you say, &quot;hmmm.&quot;"   /></p>
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			<media:title type="html">Moments that make you say, &#34;hmmm.&#34;</media:title>
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		<title>Just shoot me.</title>
		<link>http://kathstraub.wordpress.com/2009/05/20/just-shoot-me/</link>
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		<pubDate>Wed, 20 May 2009 04:04:25 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

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		<title>..just because. The persuasive pull of justified requests.</title>
		<link>http://kathstraub.wordpress.com/2009/01/30/130/</link>
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		<pubDate>Fri, 30 Jan 2009 22:42:22 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[Persuasive Design]]></category>
		<category><![CDATA[ResearchDriveby]]></category>

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		<description><![CDATA[Because is an influential word. According to popular re-renderings of research, the word because can get your copies made faster, get you through airport security without waiting in line, and (sometimes) even get your children to behave. Because is persuasive (errr) because it&#8217;s a trigger. When people use the word because, it&#8217;s typically the lead-in [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=130&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
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<td valign="top"><em>Because</em> is an influential word. According to popular re-renderings of research, the word <em>because</em> can get your copies made faster, get you through airport security without waiting in line, and (sometimes) even get your children to behave.</p>
<p><em>Because</em> is persuasive (errr) because it&#8217;s a trigger. When people use the word <em>because</em>, it&#8217;s typically the lead-in to justify a request that they have just made. With experience, we learn that pattern. Research suggests that we may learn it so well that we accept the word &#8220;because&#8221; as the reason and may not bother to listen to what comes after it.</p>
<p>For example, in their now classic Xerox study, Langer, Blank, and Chanowitz (1972) explored how the language of requests influences willingness to comply. To do this they observed how well different requests to cut into the line at the copier worked. They found when people ask to cut into the line to make 5 copies, they are successful about 60% of the time, no questions asked. At the baseline, people are generally polite. (For what it&#8217;s worth, the actual request was also polite: &#8220;Excuse me, I have 5 pages. May I use the Xerox machine?&#8221;)</p>
<p>When the requestors add a reasonable justification for cutting into the line (&#8220;&#8230;because I am in a hurry&#8221;) the request becomes much more persuasive and compliance shoots up to 94%.</td>
</tr>
<tr>
<td class="contentdivider" colspan="2" valign="top"></td>
</tr>
<tr>
<td valign="top"><strong>Because. That&#8217;s why.</strong></td>
<td valign="top">The part of the study that captured people&#8217;s attention though, is what happens when you add &#8220;because&#8230;.&#8221; paired with a meaningless justification: &#8220;Excuse me, I have 5 pages. May I use the Xerox machine <em>because I need to make copies</em>?&#8221; Um. Yeah. That would be why you would be waiting to use the Xerox machine.</p>
<p>Despite the circular reason, the compliance rate for the &#8220;<em>because I need to make copies</em>&#8221; request was a somewhat stunning 93%. Giving an empty reason was just as effective as giving a good one. Based on this, Langer and colleagues suggested that in certain conditions our consideration of the actual reason for a request may be <em>mindless</em>. Others have extrapolated on the finding to suggest that you don&#8217;t really need to bother with the reason bit. You just need to say &#8220;because.&#8221; Compliance happens.</td>
</tr>
<tr>
<td class="contentdivider" colspan="2" valign="top"></td>
</tr>
<tr>
<td valign="top"><strong>Read on.<br />
Because there&#8217;s more.</strong></td>
<td valign="top">There are two ways to think about the <em>mindless</em> response that Langer and colleagues describe. First, it might be about the word &#8220;because.&#8221; Alternatively, it could be about the request. Here is the situation: You are waiting in line to make copies. Someone comes up and asks to cut in front of you and make 5 copies. Stated reason or not, asking to cut in line is fairly unusual behavior in a office. In fact, the weirdness of the unusual request makes the situation a little ambiguous. You have been socialized to be polite and (hopefully) to give others the benefit of the doubt. And, <strong>critically</strong>, the request is small. 5 copies. Will waiting for one person to make 5 more copies change the outcome of your day? Probably not. I suspect you would let them slip ahead.</p>
<p>Now consider another scenario: You are waiting in line to make copies. Someone comes up and asks to cut in line to make 25 copies of a document &#8220;because they need to make copies.&#8221; What do you do?</p>
<p>25 copies isn&#8217;t a huge job. But its more substantial than 5 copies. After 25 copies you are more likely to run out of paper or jam up the machine. The risk and potential cost is just a little bit higher. High enough to be a tipping point, in fact, for most people in line. When Langer and colleagues ran that condition, the compliance went down substantially. First the good news – people still tended to be polite and helpful to a colleague in need. When the request to cut in was offered with a meaningful reason, 42% of the respondents still stepped back and let their colleague cut in – even for the larger request. However, there was no difference in compliance between just asking (&#8220;Excuse me. I have 25 copies. May I use the Xerox machine?&#8221;) and the empty reason (&#8220;&#8230;May I use the Xerox machine because I need to make copies&#8221;). In fact, replications of the Xerox study demonstrate that, compared with offering no reason, willingness to comply goes down when the justification for the request is empty (Folkes, 1985.)</td>
</tr>
<tr>
<td class="contentdivider" colspan="2" valign="top"></td>
</tr>
<tr>
<td valign="top"><strong>Because<br />
sometimes I listen.</strong></td>
<td valign="top">So what&#8217;s going on? When a request is small, the word <em>because</em> triggers a reflexive mental shortcut: The person said &#8220;because.&#8221; If they said &#8220;because&#8221; THEY must have some reason and if they have a reason – even if they can&#8217;t articulate it well – the cost to me is small, so OK, cut in line because whatever it is, it seems important to that person. It&#8217;s easier to say yes, than to listen carefully to the reason. Under these conditions, any reason will work as long as there is one. Which I know because you said the word because.</p>
<p>However, if the request is large – involves potential cost – I listen to the justification you give and may actively weigh it against the possible cost of your request. If the reason isn&#8217;t good, I may comply. But if the reason doesn&#8217;t make sense, all bets are off.</p>
<p>Applying influence strategies in the decision architecture design works the same way. If you ask me for something relatively painless – simple demographic information, perhaps – I should be more likely to cooperate if you offer me a reason for doing so. I may not even read your reason – as long as it&#8217;s there. (Do you ever click the links that say &#8220;Why we need this info&#8221;?) But if you are asking me for something real, your reason better make sense or my momentum will be gone.</p>
<p>So it goes with persuasion tools. They tend to work more reflexively when the situation is ambiguous and cost perceived to be low. But they only work within limits. And, as the replication work shows, they can backfire if you cross the line.</p>
<p>Be mindful chasing compliance with because. Because it has limits.</td>
</tr>
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<td class="header" colspan="2" valign="top"><strong><a name="tep"></a></strong></td>
</tr>
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<td valign="top"></td>
<td></td>
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<td></td>
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<td valign="top"><strong>References</strong></td>
<td>Langer, E., Blank, A., and Chanowitz, B. (1978). The mindlessness of ostensibly thoughtful action. <em>Journal of Personality and Social Psychology</em>, 36, 635-642.</p>
<p>Folkes, V.S. (1985). Mindlessness or mindfulness: A partial replication and extension of Langer, Blank and Chanowitz. <em>Journal of Personality and Social Psychology</em>, 48(3), 600-604.</td>
</tr>
</tbody>
</table>
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		<title>Mobile Persuasion &#8230; link to slides and talk</title>
		<link>http://kathstraub.wordpress.com/2009/01/28/127/</link>
		<comments>http://kathstraub.wordpress.com/2009/01/28/127/#comments</comments>
		<pubDate>Wed, 28 Jan 2009 21:27:13 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[RandomIntersections]]></category>
		<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://kathstraub.wordpress.com/?p=127</guid>
		<description><![CDATA[Instead of writing &#8230; for the last bit I&#8217;ve been thinking about (and doing) this contribution to the UCL  Mobile Persuasion meeting. http://handheldusability.wordpress.com/ Now back to the regularly scheduled analytics &#8230;<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=127&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Instead of writing &#8230; for the last bit I&#8217;ve been thinking about (and doing) this contribution to the UCL  Mobile Persuasion meeting.</p>
<p>http://handheldusability.wordpress.com/</p>
<p>Now back to the regularly scheduled analytics &#8230;</p>
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		<title>Undo unto others&#8230;.Twitter&#8217;s imperfect study of reciprocity and (un)requited love</title>
		<link>http://kathstraub.wordpress.com/2008/12/31/undo-unto-otherstwitters-imperfect-study-of-reciprocity-and-revenge/</link>
		<comments>http://kathstraub.wordpress.com/2008/12/31/undo-unto-otherstwitters-imperfect-study-of-reciprocity-and-revenge/#comments</comments>
		<pubDate>Wed, 31 Dec 2008 01:13:55 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[RandomIntersections]]></category>
		<category><![CDATA[ResearchDriveby]]></category>
		<category><![CDATA[Social Psychology]]></category>
		<category><![CDATA[Reality Shows]]></category>
		<category><![CDATA[Reciprocity]]></category>
		<category><![CDATA[Twitter]]></category>

		<guid isPermaLink="false">http://kathstraub.wordpress.com/?p=57</guid>
		<description><![CDATA[Every once in awhile pop culture gives psychologists a gift. Survivor, for instance, was a gift. The Apprentice, Parking Wars and now Smile, you&#8217;re under arrest&#8230; also gifts. In fact, the entire genre of reality shows is s a window for observing influence strategies and obedience-to-authority in a semi-controlled setting.  Authority. Social Proof. Ingroup-outgroup distinctions.  [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=57&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Every once in awhile pop culture gives psychologists a gift.</p>
<p><strong>Survivor</strong>, for instance, was a gift.<strong> </strong><strong>The Apprentice, Parking Wars</strong> and now <strong>Smile, you&#8217;re under arrest</strong>&#8230; also gifts. In fact, the entire genre of reality shows is s a window for observing influence strategies and obedience-to-authority in a semi-controlled setting.   Authority. Social Proof. Ingroup-outgroup distinctions.  Reciprocity. They are all there for the watching.</p>
<p>And now we have a new gift: <strong>Twitter </strong>(www.twitter.com). Twitter is the emerging social network starlette, a microblogging tool. Its a bit like Facebook: You sign up to follow people you like and/or who share your interests and you exchange information. Except that on Twitter, that information is limited to (hopefully) profound and pithy statements of 140 characters or less. Think of it as exchanging headlines or pointers.</p>
<p>Twitter is a rich space to study <strong>reciprocity</strong>. Reciprocity is basically our drive to return favors. Reciprocity is why, when someone makes you dinner, you feel obliged to make them dinner back.  And why when someone follows you in Twitter, you feel a little guilty if you don&#8217;t follow back. At least the first few hundred times.</p>
<div id="attachment_89" class="wp-caption alignleft" style="width: 211px"><img class="size-full wp-image-89" title="osen3" src="http://kathstraub.files.wordpress.com/2008/12/osen3.jpg?w=480" alt="Osen Komura Twitter Stats"   /><p class="wp-caption-text">Osen Komura Twitter Stats</p></div>
<p>For psychologists,  Twitter could be a space to answer questions that we can&#8217;t necessarily ask in a university research lab. Internal Research Review Boards are reasonably twitchy about internet research and privacy, after all. The scale and reach of Twitter is big, too.  And, at its essence,  Twitter is reciprocity in its most kneejerk form.</p>
<p>Social psychologists should take note: Armchair psychologists are already running quasi-studies &#8230;.</p>
<p>For instance, Stefan Tanse, a student in Romania, created the Twitter account Osen Komura  (www.twitter.com/osen) to explore whether people automatically &#8220;followback&#8221; strangers who follow them. He posted a few benign messages, signed up to follow 40,ooo other people and watched what happened. When he quit watching sometime in April 08, 12% of the people that he followed had signed up to follow him back. That&#8217;s a pretty good rate for a feed with no real content. And his following rate is still growing. Today (30Dec08) his followback rate is 24%. For sure, this exercise is well known. Myriads of bloggers have highlighted the &#8220;Who is Osen Komura and why is he following me?&#8221; phenomena.   But if people <strong>read</strong> the blogs, they&#8217;d know  &#8230; oh never mind.</p>
<p>Nantela (a biologist from Montreal) expanded the experiment in two ways.  First, he wanted to see if people really do just click &#8220;<em>follow</em>&#8221; reflexively or if they actually look at the persons feed before they decide to follow it?  To find out, he created Ru4real and repeat posted a single message to Twitter: &#8220;<em>DO NOT FOLLOW THIS ACCOUNT. It is an experiment to see how many people read the pages of the people they follow. You are a tool.</em>&#8221; And signed up to follow 6,ooo people. The blind followback rate was about 10%.</p>
<p>But here&#8217;s where it gets interesting. Nantela also wanted to see if reciprocity applies for negative events, too. That is, <strong><em>if I unfollow you, will you unfollow me?</em></strong> (Maybe we call this revenge?)  So he <em>un</em>followed everybody he had been following. If reciprocity applies for negative events, then we  expect  the people that Nantala unfollowed will  unfollow him, too.</p>
<p><img class="aligncenter size-full wp-image-99" title="r2" src="http://kathstraub.files.wordpress.com/2008/12/r2.jpg?w=480" alt="r2"   /></p>
<p>Nantela&#8217;s observations suggest that we do also reflexively return for &#8220;negative favors&#8221;. Unfollowing happens. Ru4real lost two followers just yesterday.  Nantela&#8217;s &#8220;results&#8221; suggest that retaliation for unfollowing happens at a slower and lower rate than for following. Be careful, though. That&#8217;s likey just an artifact  of how Twitter works. Today,  Twitter&#8217;s default alerts you when someone signs up to follow you. But it doesn&#8217;t do that that when someone UNfollows you. So, while there is an clear and explict &#8220;follow&#8221; event to respond to, there is no such &#8220;unfollow&#8221; event to reciprocate. So  Twitter needs to change a little before we can learn whether for if revenge is as reflexive as it is sweet.  Note: Some Twitterers opt, through add-on programs, to be notified when someone unfollows. I suspect those people are reflected in the  droppoff cliff in the followers graph above.</p>
<p>Maybe Twitter will change. I hope it does, actually. Running this &#8220;experiment&#8221; for real could extend and refine our understanding of reciprocity and and interpersonal behaviors within both Twitter and within the social networking universe.</p>
<p><img class="aligncenter size-full wp-image-119" title="requitedlove" src="http://kathstraub.files.wordpress.com/2008/12/requitedlove.jpg?w=480" alt="requitedlove"   /></p>
<p style="text-align:center;">
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		<title>UsabilityMethods: For cardsorting, 20 is enough.</title>
		<link>http://kathstraub.wordpress.com/2008/12/28/usabilitymethods-for-cardsorting-20-is-enough/</link>
		<comments>http://kathstraub.wordpress.com/2008/12/28/usabilitymethods-for-cardsorting-20-is-enough/#comments</comments>
		<pubDate>Sun, 28 Dec 2008 07:39:12 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[ResearchDriveby]]></category>
		<category><![CDATA[Usability]]></category>
		<category><![CDATA[cardsort]]></category>
		<category><![CDATA[Methods]]></category>
		<category><![CDATA[Tullis and Woods (2004)]]></category>

		<guid isPermaLink="false">http://kathstraub.wordpress.com/?p=76</guid>
		<description><![CDATA[Q: How many participants do we need for our cardsort? Tullis and Woods conducted a real data simulation study to determine the practically optimal number of participants need for cardsorting. First they collected data from a large set of users&#8211;168 people to be exact. Then they ran cardsort &#8220;studies&#8221; of different sizes by randomly drawing [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=76&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Q: How many participants do we need for our cardsort?</p>
<p>Tullis and Woods conducted a real data simulation study to determine the practically optimal number of participants need for cardsorting.</p>
<p>First they collected data from a large set of users&#8211;168 people to be exact. Then they ran cardsort &#8220;studies&#8221; of different sizes by randomly drawing data for individual participants from the larger data set. Since it was all mathematical&#8211;based on similarity scores within data pairs and sets&#8211; it was easy (sort of) to &#8220;run the studies&#8221; enough times to understand the average variation that occurrs in the groups of different sizes.<br />
Based on their simulations, Tullis &amp; Woods concluded cardsorting studies with just 20-30 participants are robust and predictive.</p>
<p>Tullis, T., and Wood, L. (2004), &#8220;How Many Users Are Enough for a Card-Sorting Study?&#8221; <cite>Proceedings UPA’2004</cite> (Minneapolis, MN, June 7-11, 2004).</p>
<br /> Tagged: cardsort, Methods, ResearchDriveby, Tullis and Woods (2004), Usability <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/kathstraub.wordpress.com/76/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/kathstraub.wordpress.com/76/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/kathstraub.wordpress.com/76/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/kathstraub.wordpress.com/76/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/kathstraub.wordpress.com/76/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/kathstraub.wordpress.com/76/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/kathstraub.wordpress.com/76/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/kathstraub.wordpress.com/76/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/kathstraub.wordpress.com/76/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/kathstraub.wordpress.com/76/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/kathstraub.wordpress.com/76/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/kathstraub.wordpress.com/76/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/kathstraub.wordpress.com/76/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/kathstraub.wordpress.com/76/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=76&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>Rejection is cold. Literally.</title>
		<link>http://kathstraub.wordpress.com/2008/12/26/rejection-is-cold-literally/</link>
		<comments>http://kathstraub.wordpress.com/2008/12/26/rejection-is-cold-literally/#comments</comments>
		<pubDate>Fri, 26 Dec 2008 22:12:41 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[ResearchDriveby]]></category>
		<category><![CDATA[Current Psychology]]></category>
		<category><![CDATA[Emotion]]></category>
		<category><![CDATA[Perception]]></category>
		<category><![CDATA[Zhong and Lonardelli (2008)]]></category>

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		<description><![CDATA[How we feel emotionally affects how we experience our environment. And vice versa.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=41&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Cold and lonely. These two concepts seemed permanently paired in the English language. So do warm and fuzzy.  And new studies suggests that the linguistic link between emotional experience and physical sensation might not be so accidental. University of Toronto researchers Zhong and Lonardelli found that study participants describing a personal experience of social rejection or exclusion actually felt colder than others who remembered inclusive experiences. People describing negative experiences estimated the room temperature to be about 2.5 degrees C colder (That’s about 4.5 degrees difference in Farenheit.).  Feelings, it seems, can influence our physical experience.<br />
It seems the reverse holds true as well: Your physical world influences your attitudes and largesse toward others. To demonstrate this, researchers Williams and Bargh  asked Yale University students to hold a cup of coffee for them—as a favor—during an elevator ride to the  study location. Students who were asked to hold hot coffee subsequently described a third person as having a much warmer personality than those asked to hold iced coffee. Similarly, in a subsequent study, participants asked to test and rate a warm therapeutic pad demonstrated greater generosity than those who rated a cold one.<br />
So the next time you want to make a good impression on someone, you may not need to buy them a cup of hot coffee. Instead you just ask them to hold yours ….</p>
<p><strong>References</strong><br />
Zhong, C. and Leonardelli, G, J. (2008). Cold and Lonely. Does social exclusion litteraly feel cold? <em>Psychological Science</em> 19(9).<br />
Williams, L.E. and Bargh, J. A. (2008).Experiencing  Physical Warmth Promotes Interpersonal Warmth. <em>Science</em> 24(322) pp. 606 – 607.</p>
<br /> Tagged: Current Psychology, Emotion, Perception, ResearchDriveby, Zhong and Lonardelli (2008) <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gocomments/kathstraub.wordpress.com/41/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/comments/kathstraub.wordpress.com/41/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godelicious/kathstraub.wordpress.com/41/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/delicious/kathstraub.wordpress.com/41/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gofacebook/kathstraub.wordpress.com/41/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/facebook/kathstraub.wordpress.com/41/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gotwitter/kathstraub.wordpress.com/41/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/twitter/kathstraub.wordpress.com/41/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/gostumble/kathstraub.wordpress.com/41/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/stumble/kathstraub.wordpress.com/41/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/godigg/kathstraub.wordpress.com/41/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/digg/kathstraub.wordpress.com/41/" /></a> <a rel="nofollow" href="http://feeds.wordpress.com/1.0/goreddit/kathstraub.wordpress.com/41/"><img alt="" border="0" src="http://feeds.wordpress.com/1.0/reddit/kathstraub.wordpress.com/41/" /></a> <img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=41&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></content:encoded>
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		<title>Positive Deviance looks to a few to improve the status of many.</title>
		<link>http://kathstraub.wordpress.com/2008/12/21/positive-deviance-looks-to-a-few-to-improve-the-status-of-many/</link>
		<comments>http://kathstraub.wordpress.com/2008/12/21/positive-deviance-looks-to-a-few-to-improve-the-status-of-many/#comments</comments>
		<pubDate>Sun, 21 Dec 2008 20:20:34 +0000</pubDate>
		<dc:creator>Kath  Straub</dc:creator>
				<category><![CDATA[ResearchDriveby]]></category>
		<category><![CDATA[Methods]]></category>
		<category><![CDATA[Positive Deviance]]></category>
		<category><![CDATA[Problem Solving]]></category>
		<category><![CDATA[Sternin]]></category>

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		<description><![CDATA[Positive Deviance is a problem solving approach that teaches successes strategies of a few to improve the status of most.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=kathstraub.wordpress.com&amp;blog=5964062&amp;post=3&amp;subd=kathstraub&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>OK, so I&#8217;m a few weeks behind &#8230; and just now getting to the NYT Mag Year in Ideas&#8230;..</p>
<p><strong>Positive Deviance</strong> seems to be one of the more interesting ones&#8230;.</p>
<p>The insight is that effort to defining, explore and create new solutions for problems that afflict the majority is not all that efficient. Instead, we should look at the thriving few, figure out what they are doing that is different &#8230; and working.<br />
For example, to effect change in a poor starving village, look at the success strategies of the nourished (rather than the situation of the malnourished). Encourage those positive deviants to share and teach those strategies to others.</p>
<p>Positive deviance is also credited for substantially reducing the spread of MRSA, a potentially deadly hospital borne infection. The improvements include guidelines like room-cleaning checklists and slipcovers for bibles and innovations like the Palmer Method (A technique for disposing of an infected gown by sealing it inside a latex glove. <a class="alignleft" title="more about the Palmer Method &amp; Positive Deviance" href="http://www.positivedeviance.org/" target="_blank">(PM Demo video)</a> Positive deviants and their innovative solutions emerge from all levels of the hospital staff. Doctors and Nurses have keen insights. But so, also do the janitors and cooks. Jasper Palmer (of the Palmer Method) is an orderly at Albert Einstein Medical in Philly.</p>
<p>Where in your world might it work to apply the solutions of the few to help the most&#8230;.. ?</p>
<p>Read more:</p>
<p><a class="alignleft" title="Plexus Insitute - Origin Labs for Positive Deviance" href="http://www.plexusinstitute.org/complexity/index.cfm?id=4" target="_blank">Plexus Institute @ Tufts</a> (PD is one of the Themes)<br />
Your Company&#8217;s Secret Change Agents. Harvard Business Review. May, 2005.<br />
<a class="alignleft" title="Obituary- Jerry Sternin" href="http://www.plexusinstitute.org/news-events/show_news.cfm?id=1641" target="_blank">Jerry Sternin</a>, the pioneer of Positive Deviance died on Dec 11, 3 days before his work was recognized in the <a class="alignleft" title="NYT Year in Ideas - 2008" href="http://www.nytimes.com/interactive/2008/12/14/magazine/2008_IDEAS.html?scp=2&amp;sq=year%20in%20ideas&amp;st=cse" target="_blank"> NYT Year in Ideas 2008</a><a class="alignleft" title="NYT Year in Ideas - 2008" href="http://www.nytimes.com/interactive/2008/12/14/magazine/2008_IDEAS.html?scp=2&amp;sq=year%20in%20ideas&amp;st=cse" target="_blank"><br />
</a></p>
<p>Future fair warning: Twitter <a href="http://twitter.com/kas">@kas</a></p>
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