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	<title>Libby Hemphill &#187; Classes</title>
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	<link>http://www.libbyh.com</link>
	<description>Assistant Professor of Communication and Information Studies</description>
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		<title>Just one more class</title>
		<link>http://www.libbyh.com/2007/09/06/just-one-more-class/</link>
		<comments>http://www.libbyh.com/2007/09/06/just-one-more-class/#comments</comments>
		<pubDate>Thu, 06 Sep 2007 20:58:42 +0000</pubDate>
		<dc:creator>libbyh</dc:creator>
				<category><![CDATA[Classes]]></category>
		<category><![CDATA[Research]]></category>

		<guid isPermaLink="false">http://www.libbyh.com/blog/?p=71</guid>
		<description><![CDATA[I couldn&#8217;t help myself from signing up for another class this term. Technically I don&#8217;t need to take any more classes, but by the time one reaches a PhD program, is one really taking classes because she needs to? I think not. So, what class could I not resist? Video Ethnography! We had our first [...]]]></description>
			<content:encoded><![CDATA[<p>I couldn&#8217;t help myself from signing up for another class this term.  Technically I don&#8217;t need to take any more classes, but by the time one reaches a PhD program, is one really taking classes because she needs to?  I think not.</p>
<p>So, what class could I not resist?  Video Ethnography!  We had our first session on Tuesday, and I am so glad I decided to enroll.  Iâ€™ve found a room full of people (I think) who want to start with hunches that something interesting is happening rather than with some abstracted research question.  To you, this may sound insignificant or even backwards, but I AM SO EXCITED!  I would love to start from â€œhm, thatâ€™s interestingâ€ rather than, â€œI hypothesize that,â€ and now Iâ€™m not alone.  Yes, I realize Iâ€™ve probably not been alone all along, but thatâ€™s not the issue right now.</p>
<p><a href="http://marriottschool.byu.edu/emp/employee.cfm?emp=cdl35">Curtis LeBaron</a> is teaching the class and visiting at Michigan for I think just this term.  Normally, you can find him at BYU.</p>
<p>Taking the video ethnography class allows me to learn a new method, hopefully one that I can use for my own research, and to spend some serious quality time with other qualitative researchers.  Especially after two days surrounded by computer scientists, that will be a welcome change.  The &#8220;scientific method&#8221; slide I saw yesterday made me sad.  It perpetuates the myths that science is a straightforward endeavor and that there is one best way to go about &#8220;doing science.&#8221;  You know better.</p>
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		<title>Rethinking failure</title>
		<link>http://www.libbyh.com/2007/04/18/rethinking-failure/</link>
		<comments>http://www.libbyh.com/2007/04/18/rethinking-failure/#comments</comments>
		<pubDate>Thu, 19 Apr 2007 02:07:26 +0000</pubDate>
		<dc:creator>libbyh</dc:creator>
				<category><![CDATA[Classes]]></category>
		<category><![CDATA[Publications]]></category>
		<category><![CDATA[Research]]></category>

		<guid isPermaLink="false">http://libbyh.com/blog/?p=32</guid>
		<description><![CDATA[I took a class taught by Karl Weick during the Fall 2006 term. I can&#8217;t remember the title of the class, but I know it was MO 700. I&#8217;ll call it &#8220;MO.&#8221; MO and I were instant friends. The reading list was interesting; the course discussions were, for the most part, thoughtful. And Karl was [...]]]></description>
			<content:encoded><![CDATA[<p>I took a class taught by <a target="_blank" title="Karl Weick's faculty profile" href="http://www.bus.umich.edu/FacultyBios/FacultyBio.asp?id=000119782">Karl Weick</a> during the Fall 2006 term.  I can&#8217;t remember the title of the class, but I know it was MO 700.  I&#8217;ll call it &#8220;MO.&#8221;  MO and I were instant friends.  The reading list was interesting; the course discussions were, for the most part, thoughtful.  And Karl was there.  Nikhil Sharma and Jude Yew, the students who recommended MO to me, were absolutely right.  Karl Weick is a wonderful instructor who provides amazing amounts of constructive feedback both in discussion and about our papers.</p>
<p>The paper I&#8217;m thinking about now was the last one I wrote for the class.  I called it something like <em>Collaboratories through a Sensemaking Lens</em>.  Writing that paper was a tough task.  At that time in the course, we were reading <a target="_blank" title="Managing the Unexpected at Amazon.com" href="http://www.amazon.com/Managing-Unexpected-Assuring-Performance-Complexity/dp/0787956279/ref=pd_bbs_sr_1/002-1474961-9958419?ie=UTF8&#038;s=books&#038;qid=1176948220&#038;sr=8-1"><em>Managing the Unexpected</em></a>, and I was struggling with the way the book used the word &#8220;failure.&#8221;  In the book, &#8220;failures&#8221; are more like &#8220;unexpected events&#8221; or &#8220;events that don&#8217;t go as planned&#8221; than they are the terribly negative outcomes that come to mind when I hear the word.  Sure, some failures in the book are monumental &#8211; I&#8217;m thinking nuclear reactors behaving badly.  Not all failures need to be life-or-death in order to benefit from the characterization Weick and <a target="_blank" title="Kathleen Sutcliffe's faculty profile" href="http://www.bus.umich.edu/FacultyBios/FacultyBio.asp?id=000199146">Sutcliffe</a> give them though.  Weick and Sutcliffe ask us to think of failures as opportunities to learn and adjust.</p>
<p>It&#8217;s pretty easy for me to recognize a nuclear reactor melting down as a failure.  What&#8217;s harder is thinking about what would count as a failure in an academic research setting.  I&#8217;ve been living by the mantra, &#8220;It&#8217;s all data to me!&#8221;  Does that mean that I don&#8217;t have failures?  When things don&#8217;t go according to plan, I see unexpected results in my data.  Unexpected data, or data that runs counter to one&#8217;s hypotheses, certainly provides opportunities to learn.  I may even want failures in this sense so that I can easily develop new research topics.  Life wouldn&#8217;t be very interesting if all my hypotheses were correct.  I bet I&#8217;d get a &#8220;great&#8221; academic job if that were true though.  More on job stuff later.</p>
<p>So why does it matter that Weick, Sutcliffe, and I think about failure differently?  Well, for starters, I&#8217;m trying to write a paper about collaboratories using the language provided by sensemaking and high reliability literature.  In collaboratory world, we&#8217;re not used to talking about sense or failure or reliability.  We talk about coordination, bench science, email, cyberinfrastructure. We might benefit from trying to describe what we see in social studies of collaboratories in the unfamiliar terms of sensemaking and high reliability.  I&#8217;ll give it a shot and let you know how it goes.</p>
<p>Last summer after my field prelim exam, <a target="_blank" title="Michael Cohen's faculty profile" href="http://www.si.umich.edu/people/faculty-detail.htm?sid=21">Michael Cohen</a> encouraged me to get in touch with my picky inner critic.  He&#8217;s sure that my inner critic will be more demanding of me than I have been without him/her.  For example, my inner critic is likely to make me explain what I mean by &#8220;failure&#8221; rather than to assume my readers know what I mean.  I look at this Collaboratories through a Sensemaking Lens paper as an opportunity to consult my inner critic and to get his/her help in becoming a more careful and precise academic writer.</p>
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		<title>Poetry in Motion goes to Paris (nope)</title>
		<link>http://www.libbyh.com/2006/11/06/poetry-in-motion-goes-to-paris/</link>
		<comments>http://www.libbyh.com/2006/11/06/poetry-in-motion-goes-to-paris/#comments</comments>
		<pubDate>Mon, 06 Nov 2006 17:44:38 +0000</pubDate>
		<dc:creator>libbyh</dc:creator>
				<category><![CDATA[Qual Methods]]></category>
		<category><![CDATA[Research]]></category>

		<guid isPermaLink="false">http://libbyh.com/blog/?p=21</guid>
		<description><![CDATA[UPDATE: Paris in the summer is beyond this grad student&#8217;s budget. Oh well, at least I got in. Maybe next time. &#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212; I&#8217;ll be presenting about my Poetry in Motion study at the 5th International Conference on New Directions in the Humanities in July 2007. You can read the abstract here. Poetry in Motion is [...]]]></description>
			<content:encoded><![CDATA[<p>UPDATE: Paris in the summer is beyond this grad student&#8217;s budget. Oh well, at least I got in. Maybe next time.</p>
<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;</p>
<p>I&#8217;ll be presenting about my Poetry in Motion study at the 5th International Conference on New Directions in the Humanities in July 2007.  You can <a target="_blank" title="Poetry in Motion abstract" href="http://h07.cgpublisher.com/proposals/127">read the abstract here</a>.</p>
<p>Poetry in Motion is a study around kinetic typography and its use in poetry teaching.  My pilot study showed a great deal of promise for animated text helping students get over their initial hesistance to engage with a poem, and I&#8217;ll be running experiments in the next few weeks to test those preliminary results.  Come to Paris next summer (or check back on the blog) for results!</p>
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		<title>Cognitive Science, Neuroscience, Cognitive Neuroscience &#8211; Class 4/17</title>
		<link>http://www.libbyh.com/2006/04/10/cognitive-science-neuroscience-cognitive-neuroscience-class-417/</link>
		<comments>http://www.libbyh.com/2006/04/10/cognitive-science-neuroscience-cognitive-neuroscience-class-417/#comments</comments>
		<pubDate>Mon, 10 Apr 2006 19:41:58 +0000</pubDate>
		<dc:creator>libbyh</dc:creator>
				<category><![CDATA[Classes]]></category>
		<category><![CDATA[Learning Sciences Seminar]]></category>
		<category><![CDATA[Research]]></category>

		<guid isPermaLink="false">http://libbyh.com/blog/?p=16</guid>
		<description><![CDATA[Where are we now? (Byrnes and Fox was 1998, what&#8217;s happened since) Priti &#8211; kids learning grammar; phonological process deficit, some research shows what parts of the brain are involved; example of identifying neural problem, developing a tool that addresses those problems (almost cures &#8216;em) Value of neuroscience &#8211; cost of doing that kind of [...]]]></description>
			<content:encoded><![CDATA[<p>Where are we now?  (Byrnes and Fox was 1998, what&#8217;s happened since)</p>
<p>Priti &#8211; kids learning grammar; phonological process deficit, some research shows what parts of the brain are involved; example of identifying neural problem, developing a tool that addresses those problems (almost cures &#8216;em)</p>
<p>Value of neuroscience &#8211; cost of doing that kind of research may outweigh the benefit; it&#8217;s not that neuroscience doesn&#8217;t have any benefits but that it is really expensive and may get at answers that could be found in another method for less; maybe used to justify rather than to figure something out<br />
Discovering errors &#8211; cognitive tutors, distributed cognitive systems</p>
<p>Colleen &#8211; molded by experience and how that changes you; you&#8217;re not the same after an experience as you were before you had it</p>
<p>A little history -<br />
learning &#8211; how are they changed by what they experience<br />
Post-doc with Ed Hutchins was first work outside the lab</p>
<p><span id="more-16"></span></p>
<p>Why so much redundancy?<br />
errors happening all the time, but so many people watching meant the errors got caught really fast<br />
remarkable &#8211; how much time they hand to spend on each job before they counted as being good at it; 20 years to be considered one of the top<br />
person doing the plotting knows from experience what might be different &#8211; remembers when he used to get a bearing wrong and can tell where errors are likely to occur<br />
service &#8211; do the job before you can supervise anyone doing the job<br />
Role of officers &#8211; why separate those functions<br />
navigator is common sense guy &#8211; does your computation match what&#8217;s outside the window<br />
another example: legal system &#8211; perspective you&#8217;re trying to show; can&#8217;t really judge the &#8220;guilty&#8221; evidence if you&#8217;re arguing &#8220;not guilty&#8221;; only seek confirming evidence rather than looking for disconfirming<br />
best person to say if the computation is correct is a person outside the system<br />
evaluation should be separate than the people doing the work<br />
Contextual or not?<br />
Stephanie&#8217;s comment &#8211; have talked about importance of contextual, but sounds like these tasks are totally decontextualized<br />
Colleen&#8217;s response &#8211; classroom instruction talks about why you would want to do navigation in triangulation, etc.; huge attention problem &#8211; what&#8217;s hard about that task isn&#8217;t clear until you&#8217;re in that environment<br />
on-the-job vs. in the classroom<br />
physical context &#8211; may never see the people you&#8217;re working with<br />
social context &#8211; you get to know the people you&#8217;re working with and what they&#8217;re grumpiness might be<br />
work environment &#8211; high stakes, divided attention, orders, etc.</p>
<p>Why is navigating a ship so difficult<br />
little margin of error, big ship turns really slowly, channels are deep enough<br />
other jobs watch the ones they&#8217;re going to do next, overhearing (shared channel) what others do before<br />
main focus for crew is reporting<br />
plotter does all that in his head<br />
all decisions about speed and direction are made based on the reports<br />
Apprenticeship<br />
witness for years before you&#8217;re in that role<br />
corporate comparison &#8211; I want my boss&#8217;s job, so I need to watch what he does<br />
horizon of observation &#8211; what you&#8217;re able to see happen<br />
Priti &#8211; are there individual differences in horizon of observation?<br />
Colleen&#8217;s answer &#8211; punishments if you fail to do your job well, off-the-job book work memorizing harbors</p>
<p>Training<br />
pressure of performance missing in simulation<br />
can practice reporting on the common channel and working on attention</p>
<p>Horizon of observation<br />
things you can observe without attention &#8211; does another group come in really early in the morning or never does (office cubicles); what&#8217;s interesting &#8211; you weren&#8217;t trying to observe but did observe because of the work environment<br />
How do you separate individual and group cognition?<br />
References Hutchins book on distributed cognition<br />
limits of individual cognition &#8211; can&#8217;t understand something from a perspective that&#8217;s not your own<br />
still need a picture of each head and what info it gleans, interaction around those heads (feedback, comments, communication)<br />
seemed theoretical to say that this system is a distributed mind, but it&#8217;s not that simple; &#8220;I wish it were that cool.&#8221;<br />
Bratenburg &#8211; vehicles work; you see enough other with their lights on, and you turn yours on; nobody communicated about turning on their lights; not intended consequence of the group process, see the influence of the group<br />
tragedy of the commons is big example &#8211; everyone&#8217;s decision about that affects everyone, but no group sat down and said this is our decision<br />
music example &#8211; no individual can achieve that alone, but the coordination is important; product is an appreciation that&#8217;s not individual<br />
rabbit-duckness &#8211; Eric&#8217;s example from the group/individual psych class<br />
Colleen &#8211; keep thinking design will be the product; group computed something that the individuals couldn&#8217;t understand; individuals are contributing<br />
<span class="note">how do these common references come up?  group doesn&#8217;t necessarily have a product, what&#8217;s the role of intention? stephanie&#8217;s example of common gesture used to indicate a molecular structure later</span><br />
emergenct cognition?  is that an appropriate term?</p>
<p>technilogical devices that make the task easier</p>
<p>is culture ever intentional until it&#8217;s threatened? Armenia</p>
<p>Learning Sciences Agenda<br />
take cues from online to make learning, self-guided, interesting<br />
something you want to do because it&#8217;s fun<br />
&#8220;lure of individualized&#8221; &#8211; not getting everybody to move in lock step; it&#8217;s not that we don&#8217;t organize information but that no one wants to learn it<br />
goal = &#8220;concepts be in each head&#8221; learning sciences vs. situated cognition &#8211; shouldn&#8217;t conflate the terms<br />
What about organizational learning?<br />
distributed memory &#8211; org functions as though there&#8217;s a distributed memory, but what do you gain by looking at it at that level (the school of plankton vs. the plankton); what does distributed perspective help you understand about what&#8217;s going on?<br />
&#8220;lure of Ed (Hutchins)&#8221; &#8211; almost Marxian in the elevation of collective<br />
Richard Hackman &#8211; perception of the music group&#8217;s performance goes down with the percentage of women</p>
<p>What&#8217;s an organization if not an entity?<br />
think about bee example &#8211; hives computing how fast to go collecting, really just a product of little rules<br />
thinking about organizations &#8211; if the answer is task-specific, look at the tasks and see what they require<br />
agent-based modeling and organizations &#8211; emerges out of small individual tasks but still isn&#8217;t necessarily an entity<br />
people knowledge in success?  what&#8217;s the role of knowing each other, having empathy, etc. in being able to learn together?  rain in LA, snow in FL<br />
sensemaking &#8211; information, acquire information and restate the problem<br />
Colleen&#8217;s Dissertation<br />
Dear Abby&#8217;s advice to lovelorn couples<br />
neuroscience/biopsych &#8211; any kinds of brain except humans<br />
cognitive neuroscience &#8211; determined by method, use pictures of brains working to figure stuff out<br />
&#8220;if you&#8217;re interested in thinking, the brain&#8217;s not gonna tell us much.&#8221;<br />
Are you a learning scientist?<br />
felt left out because I&#8217;m not studying K-12; Shanck-sters building complex systems that don&#8217;t work<br />
had to find a scientific group who&#8217;s interested in learning in the real world<br />
just not an existing trend in learning sciences</p>
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		<title>Notes from Bransford&#8217;s Talk</title>
		<link>http://www.libbyh.com/2006/03/16/notes-from-bransfords-talk/</link>
		<comments>http://www.libbyh.com/2006/03/16/notes-from-bransfords-talk/#comments</comments>
		<pubDate>Thu, 16 Mar 2006 18:26:33 +0000</pubDate>
		<dc:creator>libbyh</dc:creator>
				<category><![CDATA[Classes]]></category>
		<category><![CDATA[Field Prelim]]></category>
		<category><![CDATA[Learning Sciences Seminar]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[Talks]]></category>
		<category><![CDATA[Teaching]]></category>

		<guid isPermaLink="false">http://libbyh.com/blog/?p=13</guid>
		<description><![CDATA[John Bransford&#8217;s Learning Sciences Guest Lecture Book/research recommendations: The Mind at Work by Mike Rose Anders Ericsson (expert performance, experts resist automaticity) Quality of Life issues - health care, nutrition, finances, local environmental conditions (research within the LIFE Center) Themes - adaptive expertise &#8211; recognizing adaptability (when do my schemas apply?) innovation efficiency schemas (i.e. [...]]]></description>
			<content:encoded><![CDATA[<p>John Bransford&#8217;s Learning Sciences Guest Lecture</p>
<h3>Book/research recommendations:</h3>
<p>The Mind at Work by Mike Rose<br />
Anders Ericsson (expert performance, experts resist automaticity)</p>
<h3>Quality of Life issues -</h3>
<p>health care, nutrition, finances, local environmental conditions (research within the <a target="_blank" href="http://www.life-slc.org">LIFE Center</a>)</p>
<h3>Themes -</h3>
<ul>
<li>adaptive expertise &#8211; recognizing adaptability (when do my schemas apply?)</li>
<li>innovation</li>
<li>efficiency</li>
<li>schemas (i.e. SAT problem types)</li>
<li>constructive nature of knowing &#8211; we build knowledge out of what we already know</li>
<li>people knowledge &#8211; figure out what we need people to share to identify with and learn from</li>
</ul>
<p>&#8220;Innovation is the sudden cessation of stupidity.&#8221; (Bransford quoted someone else)</p>
<h3>Learning from Others</h3>
<p>people learn better from people they know</p>
<h3>Thoughts</h3>
<p>Research in the LIFE center seems really interesting; I should go explore that area some more to see if there are &#8220;informal learning environment&#8221; ties or analogies to what I&#8217;m working on.  <span id="more-13"></span>John&#8217;s talk included appropriate videos, images, etc to illustrate his points; it&#8217;s a nice change from the boring old PPTs that have been around lately.How could we get to know our students a little better to be able to teach more appropriately in the foundations?  Seems like the 504 collections activity is interesting, but maybe not deep enough.  Maybe I should&#8217;ve just read those autobiographical entries in the intranet; remember the reaction Molly had to Michael&#8217;s remembering her entry.</p>
<p>How does &#8220;adaptive expertise&#8221; fit in with the identity/learning/networks ideas that I&#8217;m researching for my field prelim?  Must be careful not to get sucked into expertise literature just yet.</p>
<p>What if we went all the way to virtual worlds for classes?  If we build a flexible area that&#8217;s private and imports data from existing UM resources, could a virtual world complement the resources available from CTools and the Wiki in a way that lets us get to know each other better so that we can learn more effectively together?  Food for thought.  Teachable agents?  Give the students an agent to teach through concept mapping.  See how the agents do.</p>
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