tag:blogger.com,1999:blog-166009662024-02-28T05:56:52.502-06:00WorkingTypes.com: The PersonaWork BlogStrengthening Persona: Evidence-based Techniques for Working with MindApps, Temperament and Body LanguageJoseph C. Kulishttp://www.blogger.com/profile/09844504149505940293noreply@blogger.comBlogger15125tag:blogger.com,1999:blog-16600966.post-55302277424360933612023-10-23T13:29:00.000-05:002023-10-24T13:57:03.699-05:00Halloween: The Science Behind the Stories<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2qJYg-_Z73AbDDLt0KntS2wzSuWlrHp6kmlLJnI67TRXTQya6U2K83YFIaJMx5a3wdGNDgy4evEkN1t8nq3WZ29BMkfMFD34yhs7EaOM7FizITeqU1jzsVu2ipM83LLSL0xLl8A/s1600/Medusa_by_Caravaggio.jpg" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj2qJYg-_Z73AbDDLt0KntS2wzSuWlrHp6kmlLJnI67TRXTQya6U2K83YFIaJMx5a3wdGNDgy4evEkN1t8nq3WZ29BMkfMFD34yhs7EaOM7FizITeqU1jzsVu2ipM83LLSL0xLl8A/s200/Medusa_by_Caravaggio.jpg" width="194" /></a></div>
In a vintage edition of NPR's Science Friday, Ira Flatow interviewed top-notch scientists and writers about the stories that play so important a part in Halloween rituals.
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<b>Scared To Death... Literally</b></blockquote>
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Earthquakes, terrorist attacks and muggings have all scared people to death. Sporting events, too, sometimes cause frenzied fans to drop dead. Neurologist Martin Samuels of Brigham and Women's Hospital explains how positive or negative excitement can lead to a heart-stopping surge of adrenaline.
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<b>Medusa's Gaze And Vampire's Bite</b></blockquote>
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Next up, the science of monsters. Like most myths, there are some real-world phenomena behind the stories...consider the limitations of the vampire... His power ceases, as does that of all evil things, at the coming of the day. It is said, too, that he can only pass running water at the slack or the flood of the tide. Then there are things which so afflict him that he has no power, as the garlic that we know of, and the crucifix.
Where did these legends come from, the vampire's aversion to garlic, sunlight and running water? Are they just folk tales or is there something factual, something there behind them? Believe it or not, there have been scientific papers written on the subject, as my next guest writes in his new book, "Medusa's Gaze and Vampire's Bite: The Science of Monsters."</blockquote>
Very entertaining and informative for adults <i>and</i> kids. Enthusiastic guests, funny gory stories and great science - it's enough to inspire your middle- or high schoolers to take on one of these topics for a paper or project, so don't be afraid to share with kids.<br />
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See the transcripts and/or listen and or download podcasts:<br />
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<a href="http://www.npr.org/2012/10/26/163712863/scared-to-death-literally?ft=1&f=5" target="_blank">http://www.npr.org/2012/10/26/163712863/scared-to-death-literally?ft=1&f=5</a><br />
<a href="http://www.npr.org/2012/10/26/163712865/medusas-gaze-and-vampires-bite?ft=1&f=5" target="_blank">http://www.npr.org/2012/10/26/163712865/medusas-gaze-and-vampires-bite?ft=1&f=5</a></div>
<br />Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-57134069419107285432023-09-18T11:21:00.000-05:002023-10-24T13:59:01.297-05:00Making Wiser Decisions: Evidence-based Tips<div style="-qt-block-indent: 0; margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">
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Facing some kind of big decision? College? Career? Marriage? Buying a home? Proud that you’re faithfully following the decision-making advice you learned from your elders — parents, teachers, whatever?</div>
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Well, <span style="font-style: italic;">too bad for you</span>! </div>
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If those people gave you any advice at all — many times they don’t—it’s likely to be the same simplistic advice that they got from their elders: some folk wisdom whose limitations have been exposed by decades of research on decision-making.</div>
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Author Steven Johnson is out to change that. He’s on a crusade to remind parents and teachers and other leaders it’s time for them to upgrade the quality of their advice concerning wise decisions. </div>
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In an entertaining, fast-paced interview on NPR’s <span style="font-style: italic;">1A, </span>Johnson discussed his new book, <span style="font-style: italic;">Farsighted: How We Make the Decisions That Matter the Most</span>.</div>
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The interview and the book provide a basic introduction to modern research on decision-making. </div>
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More importantly for the average reader, Johnson shows the practical implications of this research: you’ll see examples ranging from the Navy Seal raid on Osama bin Laden to making decisions about climate change to coming to grips with whether or not to move across the country.</div>
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You’ll see why leaders make a mistake when they pay attention to the content of the issues and and fail to bring the decision making process itself to the attention of their teams. When a team jumps right into listing options, the chances of making a wise decision drops dramatically compared to situations wherein a team has high awareness of passing through stages that demand different types of mental activity.<br />
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With content like that, the book will give you a chance to develop a decision-making strategy you can apply to a wide range of life issues.<span style="font-weight: 600;"> </span></div>
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<span style="font-weight: 600;">Your Takeaways</span></div>
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The big idea here is that making wiser decisions demands that you <span style="font-style: italic;">pay active attention to the decision-making process itself</span>. Most people jump right into the content of the issues and ignore the procedures they are following when they engage with that content. Research shows this to be a big mistake.</div>
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Once you learn to pay attention to the process of making good decisions, you’ll see that there are three important stages in a good decision-making protocol:</div>
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Stage 1: Brainstorm the situation and try to view the issue through many different lenses.</div>
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Stage 2. Conduct a systematic Premortem. If you are like most people, you never even heard of this.</div>
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Stage 3. Evaluate scenarios and let the wisest choice to emerge. Huh? What’s a scenario?</div>
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Those are the takeaways. Now let’s look at the details.<span style="font-weight: 600;"> </span></div>
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<span style="font-weight: 600;">What’s Wrong with the Old Advice?</span></div>
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In a nutshell, the customary advice is rooted in a false model of the mind that became popular in the 18th and 19th centuries. It disregards how real people make real decisions. It’s simplistic. A mentor who gives such advice encourages you to follow a procedure that ignores taking time to do big-picture thinking and actually increases your stress rather than reducing it.</div>
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Here’s a highly condensed outline of this complex issue:</div>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">Tips and common sense advice you learned are probably based on folk wisdom that evolved from the writings of Benjamin Franklin.</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">Franklin urged his friends to make better decisions by using<a href="https://owlcation.com/humanities/Benjamin-Franklin-Pros-and-Cons" target="_blank"> Pros and Cons</a> lists: take a sheet of paper, divide it into two columns and, for each Pro in the first column, write a Con in the other column. Then weight the merits of each Pro/Con pair. See his <a href="http://www.decisionsciencenews.com/2012/08/18/benjamin-franklins-rule-for-decision-making/" target="_blank">letter to Joseph Priestley</a>. The letter endorses a strategy that became known as the “Moral Algebra” strategy.</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">Moral Algebra became a craze. It was even embraced by the great Charles Darwin, who was paralyzed by ambivalence about whether to settle down and get married or continue to hang out with his buddies at the pub.</li>
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So what’s the problem with continuing to hand down Ben’s advice to our children or students or fellow employees?</div>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">This model of decision-making overweighted human rationality. Ben’s attempts to quantify aspects of choices made the process look much more objective and precise and rational than it really is.This was a century when capitalism was gaining steam, the scientific method was producing enormous gains in technology and majority of thought-leaders were committed to a vision of man as a rational actor in economies that were believed to be well understood.</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">Today it is widely recognized that the rational actor model of human nature is false. (See, for example, this short Harvard Business Review <a href="https://hbr.org/2017/01/the-pros-and-cons-of-pros-and-cons-lists#comment-section" target="_blank">article</a>.)</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">When mentors teach the Pros and Cons list as a good way to make decisions and then leave it at that, learners tend to take for granted that they understand the true nature of their problem. If learners are not warned about the dangers of immediately jumping into binary thinking to resolve their situation, they are likely to make impulsive mistakes just to allay their tensions.</li>
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<span style="font-weight: 600;">What’s a better way to start the process? Use your imagination!</span></div>
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Johnson isn’t impressed by the Priestley letter nor does he think that teachers and parents should portray the “Moral Algebra” as a good way to arrive at wise decisions. </div>
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Instead, Johnson recommends that your first step in confronting a big life problem should be to step back, take a deep breath and start using your imagination rather than work your way through a list of pros and cons. Here’s an outline of things to listen for as you hear the interview:</div>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">When facing a big decision in life, it’s wise to assume you don’t really understand the full dimensions of the problem. If your understanding was perfect, you wouldn’t be tied up in knots about what to do!</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">To make a wiser decision at the end of your efforts, begin by <span style="font-style: italic;">concentrating on reframing the problem facing you</span>! Discuss the problem with a diverse group of people and listen for different takes on the problem.</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">When people step back and work to define and redefine a problem, their horizons expand and they start to realize they have more possible ways to deal with the problem than they first thought. This is very common.</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">I’ve seen hundreds of people get their creative juices going by <span style="font-style: italic;">mind mapping</span> the situation they were facing. Have you given some thought to using a <a href="https://drive.google.com/file/d/1SaxrIEUPuZ1_oZTeEQdn5zf1e-6rlHz2/view" target="_blank">happiness map</a> to keep yourself focused on what’s important?</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">With an expanded list of choices that satisfy your important needs, you’ve given yourself a much better chance of making a wise decision.</li>
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<span style="font-weight: 600;">What’s a Premortem? Advice for the average reader</span></div>
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Once you’ve finished brainstorming and have a set of alternatives that meet important needs, it’s time to narrow down the range of possibilities.</div>
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Johnson once again suggests that you should deploy your imagination to finish the process of making a wise decision. Here he takes the average reader into unknown territory.</div>
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For each of your potential alternatives, <span style="font-style: italic;">construct a vision</span> of what your world would look like if you chose that alternative and put that choice into action. Express that vision in the form of a story or <span style="font-style: italic;">scenario</span>.</div>
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This will leave you with three kinds of scenarios that illustrate what your world would look like if:</div>
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<li style="margin-bottom: 6px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px 0px 6px; text-indent: 0px;">Things <span style="font-style: italic;">got a lot better</span> after that alternative was put into action.</li>
<li style="margin-bottom: 6px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px 0px 6px; text-indent: 0px;">Things <span style="font-style: italic;">didn’t</span> <span style="font-style: italic;">change</span> after that alternative was put into action.</li>
<li style="margin-bottom: 6px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px 0px 6px; text-indent: 0px;">Things <span style="font-style: italic;">got a lot worse</span> afterwards.</li>
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This step in the process is often referred to as a <a href="https://www.google.com/search?num=50&source=hp&ei=Lb6dW_W4KKOAtgXwx6_4Aw&q=what+is+a+premortem&oq=what+is+a+premort&gs_l=psy-ab.1.0.0j0i22i30l9.3061.11853..15276...0.0..0.185.1882.11j7......0....1..gws-wiz.....0..0i131j0i10.DVqeCp7J4n8" target="_blank">premortem</a> exercise. Few people explicitly recognize this as an important phase of a good decision-making procedure. Ironically, teams frequently stumble accidentally towards this kind of activity, especially if there are one or more “difficult people” in the group: as a group moved toward a decision, most people do remember that there was always the guy who constantly brought up all the reasons why a given plan will not work. Since the value of imagining worst-case scenarios as a vital component of good problem solving is not appreciated, teams rarely take creative advantage of it when it happens by accident.</div>
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When people are forced to do premortems, they get more creative and develop more choices for themselves. This is especially true when they imagine the ways in which a possible choice could turn into a complete disaster!</div>
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<span style="font-weight: 600;">Zero in on the Best Alternative</span></div>
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Good alternatives will rise to the top of your list as a natural outcome of scenario development and the emotions and intuitions and value conflicts that those scenarios stimulate.</div>
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As you weigh the alternatives, make sure you <span style="font-style: italic;">capitalize on diversity</span> as you consult other people.</div>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">Johnson emphasizes the importance of getting input from a diversity of people and groups when you are planning to meet a serious challenge in life.</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">Don’t make the mistake of thinking “diversity” is simply a matter of sex or race or whatever – these kinds of characteristics are too shallow. You should plan to get input from people with different life experiences and different personalities and different values and, most importantly, different ways of defining the problem.</li>
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<li style="margin-bottom: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; margin: 0px; text-indent: 0px;">The worst thing you can do is end up with a mix of people who look different from one another on the surface but all think and feel just like you</li>
</ul>
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Remember: When it comes to making decisions, especially when working with other people, </div>
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“<span style="font-style: italic;">Diversity trumps ability!</span>”</div>
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<span style="font-weight: 600;">Where to go next</span></div>
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By far, the most entertaining way to learn basics about Johnson’s ideas is to listen to the interview on <span style="font-style: italic;">1A</span>:</div>
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<a href="https://the1a.org/shows/2018-09-06/the-decisions-that-matter-most" target="_blank">Listen on your phone and see comments from other listeners on <span style="font-style: italic;">1A</span></a></div>
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<a href="https://www.npr.org/2018/09/06/645289035/making-choices-that-could-change-our-lives" target="_blank">Download the MP3 file to listen offline</a></div>
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Short <span style="font-style: italic;">New York Times</span> article by Steven Johnson: <a href="https://www.nytimes.com/2018/09/01/opinion/sunday/how-make-big-decision.html?rref=collection%2Fsectioncollection%2Fsunday&action=click&contentCollection=sunday%C2%AEion=stream&module=stream_unit&version=latest&contentPlacement=7&pgtype=sectionfront" target="_blank">How to Make A Big Decision</a></div>
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Amazon: <a href="https://www.amazon.com/Farsighted-Make-Decisions-That-Matter/dp/1594488215/ref=sr_1_1?ie=UTF8&qid=1537067456&sr=8-1&keywords=steven+johnson" target="_blank">Farsighted: How We Make the Decisions That Matter the Most</a></div>
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Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-74838869225437426012023-08-22T16:04:00.001-05:002023-10-24T16:08:19.461-05:00Are you curious about what therapy sounds like?<p><span class="css-901oao css-16my406 r-poiln3 r-bcqeeo r-qvutc0">Cognitive processing therapy was designed for survivors of sexual assault and is also used for veterans with PTSD symptoms. Listen to recordings of someone actually going through the therapy. Ten Sessions </span><a class="css-4rbku5 css-18t94o4 css-901oao css-16my406 r-1cvl2hr r-1loqt21 r-poiln3 r-bcqeeo r-qvutc0" dir="ltr" href="https://t.co/2rUgCZmQcm" rel="noopener noreferrer nofollow" role="link" target="_blank"><span aria-hidden="true" class="css-901oao css-16my406 r-poiln3 r-hiw28u r-qvk6io r-bcqeeo r-qvutc0">https://</span>thisamericanlife.org/682/ten-sessio<span aria-hidden="true" class="css-901oao css-16my406 r-poiln3 r-hiw28u r-qvk6io r-bcqeeo r-qvutc0">ns</span></a></p><div class="css-1dbjc4n"><div aria-labelledby="id__rp1jr27mww id__omh3b9859k" class="css-1dbjc4n r-1ssbvtb r-1s2bzr4" id="id__7uiypowdnq"><br /></div></div>Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-66446966772962228412017-08-01T19:37:00.001-05:002018-11-05T09:40:24.308-06:00Remember! Paradoxically, forgetting can be good!<div class="separator" style="clear: both; text-align: center;">
<a href="https://static01.nyt.com/images/2017/07/02/opinion/sunday/02gray/02gray-superJumbo.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="480" data-original-width="800" height="191" src="https://static01.nyt.com/images/2017/07/02/opinion/sunday/02gray/02gray-superJumbo.jpg" width="320" /></a></div>
It was May, then early June. Helicopter parents were getting knots in their shorts as teachers — who already sported knotty undies — performed the annual ritual warning about how much kids would forget before school resumed in the fall. Now it’s August. For the kids who didn’t cram more into their heads, it’s another wasted summer. Yadda, yadda, yadda — additional failure.<br />
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Those worrywart parents and teachers might have had a calmer summer had they known more about the <i>paradoxical benefits of forgetting</i>.<br />
<br />
By summarizing of some of those benefits, Ulrich Boser gives evidence-based reassurance that all is not lost if we remember that "forgetting" can frequently be better understood as <i>memory pruning</i>. His <a href="https://nyti.ms/2tvH6r5" target="_blank">column</a> is a nice primer for students, parents and teachers who want to know more about how memory really works. For example,<br />
<ul>
<li>Most prominently, he reminds us that forgetting plays a crucial role in the development of wisdom! As we pass time to forget inconsequentials, we give ourselves a chance to develop a deeper understanding of the stuff we do remember.</li>
<li>Since we’re hardwired to selectively forget certain types of things, it’s important for us to learn to creatively work <i>with</i> those forgetting operations rather than <i>against</i> them.</li>
</ul>
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<a name='more'></a>Such paradoxes point to practical lifehacks for students, teachers and even retirees.<br />
<br />
<h4>
<b>For active learners of all ages:</b></h4>
There’s a hidden subtext in the article about the importance of <i>starting tasks early</i> rather than putting things off for a last minute rush.<br />
<ul>
<li>Even when you are not actively working on a task, your mind processes the work in the background, arranging things according to importance, embellishing things which need embellishment, chopping out things that are not necessary or counterproductive. </li>
<li>The creativity literature often refers to this period of time with names like “incubation” — it’s a period which simply cannot be rushed if you do creative work.</li>
<li>Advice to start a project early and return to it periodically is also consonant with the well-established principle that distributed practice leads to better learning than massed practice.</li>
</ul>
By letting the pruning function of memory do its work in the background, you can make your life easier and more productive.<br />
<h4>
For teachers and parents:</h4>
Over the summer, kids should do things that help them develop their gifts rather than engage in endless time wasters. On that, people agree. In regard to school work, most people also know that some “forgetting” over the summer is inevitable. That said, is it possible that steering children towards summer activities designed to counteract forgetting can lead parents and teachers to overlook other kinds of activities which would actually provide kids with more benefits? The answer is more complicated than it might first appear.<br />
<br />
To make wiser decisions about enrichment activities for a particular child, consider the following.<br />
<ul>
<li>When you feel yourself getting agitated about "forgetting", <i>how do you know that a particular student really learned the material well in the first place</i>? If a kid never fully mastered something by the end of the spring term, it's quite likely that memory pruning will leave the kid with even less mastery by the end of summer. Here, however, the problem is not forgetting per se – it's a problem of incomplete initial mastery. How many parents have the pedagogical skills to correct this situation with summertime instruction?</li>
<li>In the same vein, what happens when stuff is reviewed or relearned in the fall? If it’s a reasonably quick, effortless process, student knowledge of the stuff will be deepened — a benefit of memory pruning rather than a setback. When the process is protracted and difficult, are we correct to blame forgetting? Instead, reconsider the issue described above. Did the kid actually know the stuff in the first place?</li>
<li>More ominously, the issue of the importance of the material must be faced. Boser asserts that the pruning function of forgetting is important because<i> it strips our minds of things that are not important</i>. In the minds of <i>students</i>, how much of the curriculum is stuff that eventually deserves to be treated as mental clutter? If kids are “forgetting” stuff because it simply is not that important <i>to them</i>, are we barking up the wrong tree by urging them to cram more of those items into the summer when the true problem involves motivation, values and attitudes?</li>
</ul>
Let's finish off with a short thought experiment. Imagine two mediocre math students going into their summer vacations: <br />
<ul>
<li>The first student tries to rehearse her computational skills in daily sessions of solving math problems. Each session starts with an argument with her parents about whether or not she needs to do math homework over the summer, but by the end of the summer she's averaged four sessions per week.</li>
<li>The second student centers her entire summer around baseball: she practices softball with her teammates at every opportunity, watches the Cubs religiously and even streams <i>Moneyball</i> four times before the summer is over. By the end of summer, she's done no actual math exercises, but when she returns to school she has a strong interest in <i>Moneyball</i> statistics. This newly developed connection between her deep interest in baseball and the math operations used in evaluating players has left her determined to learn more about applying math to practical problems that she encounters.</li>
</ul>
Who's had the more profitable summer? It's not an easy call. For a kid who needs more practice, simple practice sessions can be important. For kids who needs to reframe the connection between their deeper values and and their future academic tasks, a different approach is needed. Either way, forgetting per se might not be the problem.Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-75909713592312672332015-05-05T14:51:00.000-05:002017-08-01T20:09:57.123-05:00A Bigger, Testier Supreme Court? New tools for analyzing cultural change.<br />
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" /></div>
Corporate documents are an important source of
information concerning a company's values, sentiments and general
culture. Policy statements, memos, the company motto, training and procedural manuals, press releases - all these reveal how the organization sees itself, its employees, its responsibilities and its place in its social milieu. There's never been much controversy about whether or not some attention should be paid to these documents in the course of a cultural audit.<br />
<br />
Where has been controversy, it's been primarily about <i>how</i> to parse documents rather than whether to parse them during a particular piece of research.<br />
<br />
By far and away, qualitative analysis has always been the most common
method for dealing with company documents. Researchers examine the documents in a more or less formal way and look for themes, attitudes, values, whatever in a more or less systematic manner. The main problem with this method is that it opens the door to unrecognized biases and subjectivity as the project continues. <br />
<br />
Quantitative analysis has been used much less frequently. On the one hand, it's long been recognized as a powerful method that can uncover important information that is overlooked by qualitative methods. It can also neutralize sources of biases and subjectivity. On the other hand, it has historically been very expensive and time consuming, since it requires considerable coding and categorization and scoring to generate its reports.<br />
<br />
In a practical situation, then, the cultural analyst had to choose between a method that was relatively quick and inexpensive or one that was more difficult and expensive.<br />
<br />
Now that situation is changing as the technology for mining "big data" becomes increasingly available to many different kinds of organizational researchers.<br />
<br />
A good example: Adam Liptak - <a href="http://www.nytimes.com/2015/05/05/us/justices-opinions-grow-in-size-accessibility-and-testiness-study-finds.html?ref=us&_r=0" target="_blank">reporting about Supreme Court opinions</a> - talks about a new "cottage industry of quantitative analysis of Supreme Court opinions using linguistic software."<br />
<a name='more'></a><br />
<br />
Some points made in Liptak's summary of a recent content analysis study:<br />
<ul>
<li>Opinions are getting a lot longer. "<i>Citizens United</i>, the 2010 campaign finance decision, contained 48,000 words. That is roughly the length of <i>The Great Gatsby</i>." </li>
</ul>
<ul>
<li>The new study, like earlier ones, found evidence that law clerks do much of the writing at the Supreme Court.</li>
</ul>
<ul>
<li> Some evidence suggests Chief Justice Roberts and Justices Scalia and Breyer are more likely to have written more of their own opinions.</li>
</ul>
<ul>
<li> Justices Samuel Alito Jr., Breyer, Kennedy, Scalia and Thomas are really grumpy. </li>
</ul>
Liptak's story frames this study through lenses that might be used by attorneys, historians, journalists, political scientists and other such specialists. (<a href="https://www.google.com/search?q=%22Daniel+Rockmore%22++%22Keith+Carlson%22+%22Michael+A.+Livermore&ie=utf-8&oe=utf-8" target="_blank">See this Google search</a>). I would urge students of organizational culture to bring their special perspective to the same material.<br />
<br />
From our perspective, we can frame this story as an example of how we can develop better methods of illuminating organizational culture in the practical world in which many of us operate. We've long known that we needed an easier way to quantitatively examine documents in practical settings but we've never had the tools to do this quickly and cost effectively.<br />
<br />
Now those tools are becoming visible on the horizon. The software needed for such work is readily available in academic circles and will become increasingly available to other kinds of users.<br />
<br />
I'll be slowly posting on developments in this area over the next few months, so come back and visit once in a while to see if there's anything that might help you hone your skills. <br />
____________________________<br />
<br />
Additional Resources:<br />
<br />
<br />
<br />
<br />
<li>
</li>
<li>
<a href="http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2554516" target="_blank">A Quantitative Analysis of Writing Style on the U.S. Supreme Court</a> <br />
</li>
<li>
<a href="http://www.cs.uic.edu/~liub/FBS/NLP-handbook-sentiment-analysis.pdf">Sentiment Analysis and Subjectivity - Illustrative study</a><br />
</li>
Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-33556963017072936242014-09-20T17:39:00.002-05:002018-11-06T19:08:24.455-06:00Does your face help or hurt when you negotiate?<div class="separator" style="clear: both; text-align: center;">
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhuTd1mS0WWgOFl_TMqfhBtePxz-G07wxwdJdOyJNlmk1v4U2d9BIpy6m739bV6YGpIz5gxspnsiJGrzrvFwU5aXvBNzoT13ke7fn7qQVYlv_ot8LliEfs7GTfw336UdlKq5dHgsw/s1600/Girly+Faces.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="398" data-original-width="569" height="223" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhuTd1mS0WWgOFl_TMqfhBtePxz-G07wxwdJdOyJNlmk1v4U2d9BIpy6m739bV6YGpIz5gxspnsiJGrzrvFwU5aXvBNzoT13ke7fn7qQVYlv_ot8LliEfs7GTfw336UdlKq5dHgsw/s320/Girly+Faces.jpg" width="320" /></a></div>
MarketWatch reporter Catey Hill gives a popularized <a href="http://www.marketwatch.com/story/if-you-have-girl-face-negotiations-may-prove-difficult-2014-09-16" target="_blank">summary</a> of recent research showing that facial characteristics affect negotiator styles and negotiation outcomes.<br />
<br />
People with feminine faces, whether men or women, are perceived as more cooperative than those with masculine faces. Basically the feminine features encourage other negotiators to compete more aggressively. The more masculine-faced negotiators expect the feminine-faced counterparts to concede more when confrontation tactics are used.<br />
<br />
Obviously, this can lead to less desirable outcomes for the "girlie-faced" negotiators. (A <a href="https://www.google.com/search?num=100&safe=off&biw=1920&bih=1073&q=what+is+a+girlie+face&oq=what+is+a+girlie+face&gs_l=serp.3..33i21.9578.14537.0.17433.13.13.0.0.0.2.563.1942.2-1j2j1j1.5.0.msedr...0...1c.1.62.serp..10.3.1196.cTwqrAj9m74" target="_blank">Google search</a> shows that many people are preoccupied with the topic.).<br />
<br />
Feminine faces are "characterized by less prominent eyebrow ridges; shorter faces; less
laterally prominent cheekbones, jawbones, and chins; smaller noses and
fuller lips" for purposes of the study. (See more about this at <a href="http://www.bloomberg.com/bw/articles/2014-08-11/women-and-men-who-look-feminine-do-poorly-in-negotiations" target="_blank">BloombergBusiness</a>, the source of the image here.)<br />
<br />
The point of the study is that different types of stereotypes are cued, depending on the person's facial characteristics.<br />
<br />
Ms. Hill quotes the study authors about the practical implications:<br />
<blockquote class="tr_bq">
“It may behoove negotiators to be aware of the impact of their visual
presentation on their counterparts, and to make decisions on how to
negotiate — face-to face or over the phone or via text or email —
depending on how they are likely to be treated,” the study authors
conclude.</blockquote>
That said, my experience would suggest that feminine-faced negotiators have many more options than are suggested above. (For additional info, see <a href="http://www.johnson.cornell.edu/About/News-Publications/Article-Detail/ArticleId/36118/How-Do-Feminine-Features-Impact-Negotiations" target="_blank">Eric Gladstone Video</a>). Remember what we have learned from decades of research on nonverbal behavior:<br />
<ol>
<li>Dominance cues from hand gestures, tone of voice, foot gestures etc. can easily cancel the impact of messages from the face. These other gestures are relatively easily learned through training and practice.</li>
<li>People who rely primarily on facial expression to understand others are relatively easy to fool. Hence those who take their cues from "girlie faces" to become more aggressive expose themselves a large set of counter-measures from a "girlie-faced" person who has expertise in nonverbal behavior.</li>
<li>The best negotiators train themselves to consider cues from the entire body, not just facial appearance and expressions.</li>
</ol>
As always, effective negotiations are a product of options. The more options you give yourself, the more effective you will be as a negotiator. <br />
<br />Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-54095428838240466442014-09-19T15:29:00.000-05:002018-11-06T19:04:27.681-06:00Regarding gadgets, high-tech executives embrace low-tech parenting?<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3voR83MJoa_UQCEGX1KQFggGMsNPQmNcS3l070ptJeFlsV5sh6wKyTB8Gww8RRk4M6AsMOpNlUCUY0DkpOgsEqQNzBRUedyF3C5l0X3Nggxpib9IZ3VN4NjToHor7pvh2LwXlCw/s1600/Kids+Tech+SteveJobs.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="1163" data-original-width="1600" height="145" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3voR83MJoa_UQCEGX1KQFggGMsNPQmNcS3l070ptJeFlsV5sh6wKyTB8Gww8RRk4M6AsMOpNlUCUY0DkpOgsEqQNzBRUedyF3C5l0X3Nggxpib9IZ3VN4NjToHor7pvh2LwXlCw/s200/Kids+Tech+SteveJobs.jpg" width="200" /></a></div>
New York Times reporter Nick Bilton was surprised to learn that many high-tech gurus favor a style of parenting that exposes their children to decidedly low-tech tools. He reports:<br />
<blockquote class="tr_bq">
<div class="story-body-text story-content" data-para-count="254" data-total-count="1217" id="story-continues-2" itemprop="articleBody">
Since
then [<i>i.e</i>., meeting Steve Jobs], I’ve met a number of technology chief executives and venture
capitalists who say similar things: they strictly limit their children’s
screen time, often banning all gadgets on school nights, and allocating
ascetic time limits on weekends.</div>
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<br /></div>
<div class="story-body-text story-content" data-para-count="195" data-total-count="1412" itemprop="articleBody">
I
was perplexed by this parenting style. After all, most parents seem to
take the opposite approach, letting their children bathe in the glow of
tablets, smartphones and computers, day and night.</div>
<div class="story-body-text story-content" data-para-count="195" data-total-count="1412" itemprop="articleBody">
<br /></div>
<div class="story-body-text story-content" data-para-count="77" data-total-count="1489" itemprop="articleBody">
Yet these tech C.E.O.’s seem to know something that the rest of us don’t.</div>
</blockquote>
<div class="story-body-text story-content" data-para-count="77" data-total-count="1489" itemprop="articleBody">
Interesting food for thought.</div>
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<div class="story-body-text story-content" data-para-count="77" data-total-count="1489" itemprop="articleBody">
<a href="http://www.nytimes.com/2014/09/11/fashion/steve-jobs-apple-was-a-low-tech-parent.html?ref=todayspaper&_r=0" target="_blank">Steve Jobs was a Low-Tech Parent</a></div>
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Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-33258376767290867552014-04-01T10:16:00.000-05:002018-11-06T19:20:45.995-06:00Teachers, managers etc. provide new market for innovative training courses? :)Is there opportunity for trainers to develop profitable new courses as states like Wisconsin, Idaho and Illinois move into uncharted waters?<br />
<br />
First, naturally, courses for teachers. Then eventually courses for bosses?<br />
<br />
Op-Ed contributor Greg Hampikian raises this interesting (though desperate and dispiriting) possibility.<br />
<br />
<a href="http://nyti.ms/1pACk1S" target="_blank">When may I shoot a student?</a><br />
<br />Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-89041257975851164812011-12-09T13:06:00.002-06:002018-11-06T19:01:31.581-06:00Can rats teach politicians lessons about kindness? The Empathy/Sympathy Problem (Training Tip)<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTPOCX1B-BvkvMyT6-bqmzEw7C-Np1TukzGfGcFZSzxOFCs_2A3qanBBBI5-FdCWxNyahyphenhyphen8zWkcbGYLC-iaFAsZyGv5l-C8ZNv061bOb2Hwsg8GO698_WEBxVAQdK-yiIH1OsECQ/s1600/rats+and+empathy.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="251" data-original-width="435" height="184" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjTPOCX1B-BvkvMyT6-bqmzEw7C-Np1TukzGfGcFZSzxOFCs_2A3qanBBBI5-FdCWxNyahyphenhyphen8zWkcbGYLC-iaFAsZyGv5l-C8ZNv061bOb2Hwsg8GO698_WEBxVAQdK-yiIH1OsECQ/s320/rats+and+empathy.jpg" width="320" /></a></div>
Over the last few weeks I've been keeping my eyes open for news about empathy and cognition as I updated some seminar materials on that topic. Now, after reading the morning papers, I'm asking myself: Is it possible that students in the seminar could learn some empathy lessons from rats?<br />
<br />
Psychologists have long recognized that empathic listening and interviewing skills are a critical ingredient of emotional intelligence in the workplace.<br />
<ul>
<li> It's safe to say that most people can improve their empathic skills through training and practice.</li>
<li> The more they learn and practice, the better they become in making accurate judgments about people and developing rapport.</li>
<li>That said, we have to acknowledge that personality predispositions and individual differences in psychological development might place a ceiling on a person's final level of achievement. </li>
</ul>
For efficiency in learning, students are urged to do something that is not common in everyday discourse or even in most technical discourse: Make a sharp distinction between sympathy and empathy!<br />
<br />
In brief, sympathy occurs when the emotional state of one person triggers off a similar emotional state in the other so that they both might be said to share the same feelings and values. Empathy involves perspective-taking and is more of a cognitive state rather than an emotional one. Empathizing thus involves seeing things from someone else's frame of reference and sharing that frame of reference without necessarily experiencing the same emotions or values.<br />
<br />
This sharp distinction between sympathy and empathy facilitates learning because it enables students to disentangle and consciously recognize their own mental operations as they sometimes experience emotional "contagion" and then carry on more explicitly cognitive activities like framing. A sharp distinction helps them master the interviewing skills faster.<br />
<br />
It's okay if, after the seminar, they later learn that their distinction is more problematic than it might have first appeared. The emotional and cognitive roots of sympathy and empathy are subjects of continual investigation among cognitive scientists (see this short review of <a href="http://www.americanscientist.org/bookshelf/pub/fellow-feeling" target="_blank"><i>The Age of Empathy</i></a>) but it's clear from this research that empathy training materials need to be updated to at least briefly incorporate reference to developments in neuroscience. Once the students master the sharp distinction, they can more easily refine their understanding as needed.<br />
<br />
Now, back to the rats mentioned in the first paragraph. <span class="toolSet" style="width: 335px;"><span class="byline">William Mullen</span></span> (<a href="http://www.chicagotribune.com/news/local/ct-met-empathetic-rats-20111209,0,4400218.story" target="_blank"><i>Chicago Tribune)</i></a> reports about a new study which expands knowledge of how empathy might be hard-wired into mammals. The story raises implicit questions about the relationship between empathy and morality and also illustrates how the distinction between empathy and sympathy fares in popular discourse:<br />
<blockquote class="tr_bq">
As charges of greed and self-interest fly in these hyper-partisan political times, humans might do well to look to rats for lessons in kindness and caring.<br />
<br />
A University of Chicago experiment to determine how much empathy rats have for each other had some surprising results, which are being published Friday in the research journal Science.<br />
<br />
In laboratory studies, a rat was restrained in a small cage that could be opened only from the outside. A second rat, seeing the predicament of the trapped rat, immediately began tirelessly trying to find a way to free it.<br />
<br />
Eventually, the second rat taught itself to open the cage door, freeing the restrained rat, leading to what strongly resembled a triumphal celebration between the two. Even when faced with an alternative choice of chocolate chips, the free rat would not be deterred from helping its caged fellow rat...<br />
<br />
Previously, scientists thought that empathy and pro-social behavior to help others were unique to humans, said Jeffrey Mogil, a researcher at McGill University in Canada who has done similar studies on mice.<br />
<br />
"This study shows the roots of human empathy didn't just appear, but evolved," said Mogil, who was not connected with the University of Chicago study. "It is very impressive, showing really robust and conclusive evidence that rats show pro-social (helping) behavior. You can argue why the rats are doing it, but you can't argue anymore that the rats are doing it."<br />
<br />
The experiment is the work of U. of C. doctoral student Inbal Ben-Ami Bartal, her adviser, Jean Decety, a professor of psychology and psychiatry who studies human empathy, and Peggy Mason, a neurobiology professor who studies pain modulation and relief...<br />
<br />
Mason said she thinks the tireless behavior the rats showed in helping out another rat in distress is something humans should pay attention to, showing that empathy is somewhat hard-wired into our mammalian brain.<br />
<br />
"I would suggest that helping is what we are biologically programmed to do. You have to suppress that biological tendency to not help. If we owned up to our biological inheritance a little bit more than we do, we would be better off."</blockquote>
Well said!Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-38674510023978485692011-11-30T14:49:00.000-06:002018-11-06T19:12:03.751-06:00Study uncovers a reason behind sex differences in mental illness<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizPG5NYdMHRvQqkxVePNO5j3d6gnTfFe9n7OmM_Uwdqyaq5EAGcnrXE5kXyrgDBK1tKA2F6Fc7gU5GG-BK-wZoJhRXvJ5h9MNlpJ0hcMirNzT6w_9ncUsa6Nv2-Aq57FLAsS8F_w/s1600/Abnormal+Psyc+Journal.gif" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="200" data-original-width="150" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizPG5NYdMHRvQqkxVePNO5j3d6gnTfFe9n7OmM_Uwdqyaq5EAGcnrXE5kXyrgDBK1tKA2F6Fc7gU5GG-BK-wZoJhRXvJ5h9MNlpJ0hcMirNzT6w_9ncUsa6Nv2-Aq57FLAsS8F_w/s1600/Abnormal+Psyc+Journal.gif" /></a></div>
Researchers have long observed that men and women tend to experience mental illnesses at different rates, with women showing higher rates of mood and anxiety disorders, and men showing higher rates of antisocial personality disorder and substance abuse.<br />
<br />
A new study, published online in September in the <i>Journal of Abnormal Psychology</i>, may have uncovered an underlying reason: A tendency among women to internalize distress (by ruminating on negative thoughts, for instance) and a tendency among men to externalize their distress (through, for example, aggressive or coercive behavior), says the study's lead author Nicholas Eaton, a psychology doctoral candidate at the University of Minnesota.<br />
<br />
Those of you who use the MBTI might have something to think about here: Is this a difference between Introverted and Extraverted Feeling?<br />
<br />
See the entire article in the Nov. 2011 <a href="http://www.apa.org/monitor/2011/11/sex-differences.aspx" target="_blank"><i>APA Monitor</i></a>Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-6033706991174168322011-09-15T14:05:00.007-05:002018-11-06T19:36:20.768-06:00NYTimes Describes Financial Lessons From Sports Stars’ Mistakes<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkkUqYL7fXgBoBqwyqKALHEKwc8jN0o3pQrm65julCO-qU7ZuKujBGIUFjMi6Ir8avUvL_x3AfK7WDdMTAUlFdfBcUQMtpcofU7NFCjxIn3B1s6TpjPI3BC-njWf3YKHJ9HfHRfQ/s1600/24DOGFIGHTING3-mediumThreeByTwo210.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="140" data-original-width="210" height="133" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkkUqYL7fXgBoBqwyqKALHEKwc8jN0o3pQrm65julCO-qU7ZuKujBGIUFjMi6Ir8avUvL_x3AfK7WDdMTAUlFdfBcUQMtpcofU7NFCjxIn3B1s6TpjPI3BC-njWf3YKHJ9HfHRfQ/s200/24DOGFIGHTING3-mediumThreeByTwo210.jpg" width="200" /></a></div>
Reporter <a href="http://www.nytimes.com/2011/09/10/your-money/financial-lessons-from-sports-stars-mistakes-your-money.html" target="_blank">Ron Lieber</a> describes the financial meltdowns endured by Michael Vick, Steve Young and other professional athletes and the pressures that lead to them. <br />
<blockquote>
But psychologists have a field day with the professionals’ tendency toward outsize financial gestures, attributing it to an odd sort of mind-set that develops when they are suddenly in a different financial world than longtime friends and family.<br />
<br />
“Your animal brain goes into a panic, because you’ve just gotten thrown out of the tribe,” said Brad Klontz, co-author of the book, “<a href="http://klontzcoaching.com/Resources.htm" target="_blank">Mind Over Money</a>“ (Crown Business, 2009) and a clinical psychologist. “And your brother who has been there for you wants to borrow money to start a business. So athletes have a tendency to give away money. When you no longer have money, you aren’t put into that situation anymore.”<br />
<br />
It doesn’t make much rational sense, but here we have Mr. Vick’s bankruptcy filing, complete with his somewhat vague recollection of spending between $120,000 and $150,000 on jewelry for his brother.</blockquote>
Mr. Lieber does a good job of summarizing the kind of counseling and education that athletes need to avoid such mistakes. His advice applies to many more kinds of people than sports stars.Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-82190783074384387352011-09-08T14:25:00.000-05:002011-09-08T14:25:38.250-05:00Competent Leaders: How Many Exist?Journalists and politicians have all kinds of theories about the economic, social and political crises that are spreading throughout the world. They like us to frame these matters as conspiracies or collapses of one or another economic system or, in many <i>New York Times</i> reports, ideological conflicts over "the fundamental role of government."<br />
<br />
Perhaps something they should be adding to their theories is the role of simple incompetence in many spheres of leadership. <br />
<br />
Psychologist Robert Hogan maintains leadership incompetence is fairly widespread:<br />
<br />
<blockquote>Estimates of the base rate for managerial incompetence in corporate life range from 30% to 75%; a recent review reports the average estimate to be 50% (DeVries & Kaiser, 2003). Historically, managerial incompetence has been conceptualized in terms of not having the characteristics needed for success—too little of the right stuff. We believe failure is more related to having undesirable qualities than lacking desirable ones—having the wrong stuff...<br />
<br />
Bentz (1985) pioneered the study of managerial incompetence with an interview study of failed managers at Sears; he noted that virtually all of them had a "personality defect" of some sort. Bentz’s findings were then replicated by researchers at the Center for Creative Leadership (McCall & Lombardo, 1983) and others. Leslie and Van Velsor (1996) summarized the literature on failed managers in terms of four themes: (1) poor interpersonal skills (being insensitive, arrogant, cold, aloof, overly ambitious), (2) unable to get work done (betraying trust, not following through, overly ambitious), (3) unable to build a team, and (4) unable to make the transition after a promotion. </blockquote>Is Hogan right?<br />
<br />
If so, what implications do his views have for selection and training in your organization? Especially in regard to the four themes that seem to chracterize behavior of incompetent leaders. At a local level, we can select and train better to improve results in our organizations, so knowing about his conclusions can be helpful.<br />
<br />
At the macro level, things get kind of scary. Look at a stage with ten political candidates - we expect that 3 to 8 of them might be incompetents who will only be discovered as such after they are elected. Boy oh boy! <br />
<br />
Worse yet at the global level. What if globalization and organizational consolidation have a side-effect of putting more and more of the world in the hands of incompetent leaders at the tops of larger and larger pyramids?<br />
<br />
View the article at <a href="http://www.hoganassessments.com/sites/default/files/Leadership.pdf">http://www.hoganassessments.com/sites/default/files/Leadership.pdf</a>Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-61564829871641033082011-06-02T19:08:00.003-05:002017-08-01T20:02:40.208-05:00Entrepreneurs: Different Personalities or Different Framing Skills?Bad times in the economy fuel dreams of becoming an entrepreneur. Do you have the right stuff to follow those dreams? You might be surprised by Cardiff Garcia's <a href="http://www.psychologicalscience.org/index.php/publications/observer/2011/january-11/mortal-magnates-research-shows-entrepreneurs-are-pretty-much-like-the-rest-of-us.html#.UMvvDnewSSo" target="_blank">summary</a> of the latest research regarding the nature of the "right stuff".<br />
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Garcia summarizes important evidence-based knowledge about who becomes an entrepreneur:<br />
<ol>
<li>Much "knowledge" about who becomes an entrepreneur is actually folk wisdom rooted in false stereotypes that pervade popular culture.</li>
<li>Before spouting off about what makes an entrepreneur, you need to define entrepreneurship very carefully.</li>
<li>Entrepreneurs come in a variety of personality types and with a variety of motivational patterns. Predicting entrepreneurship with personality variables is poorly supported except in regard to <a href="http://en.wikipedia.org/wiki/Need_for_achievement">need for achievement</a>. Shades of <a href="http://en.wikipedia.org/wiki/David_McClelland">David McClelland</a>!</li>
<li>Sunny optimists or dark pessimists are not typical entrepreneurs. Instead, entrepreneurs are realists who attack challenges with a sense of confidence. (See below)<br />
</li>
<li>When they embark on a task, they have a strong sense of self-efficacy: They expect to succeed. This kind of belief is rooted in <a href="http://en.wikipedia.org/wiki/Framing_%28social_sciences%29">framing techniques</a> which can be learned by a broad range of personalities. (Is it time you learned about <a href="http://www.amazon.com/Reframing-Neuro-Linguistic-Programming-Transformation-Meaning/dp/0911226257/ref=sr_1_50?s=books&ie=UTF8&qid=1295398287&sr=1-50">Bandler and Grinder</a>?)</li>
<li>Entrepreneurs frame their intense work as a source of intense pleasure in life. They are willing to sacrifice other activities for the pleasures of working.</li>
</ol>
Before going to the article, test your beliefs about entrepreneurs by some T/F questions from it:<br />
<ol>
<li>Entrepreneurs want financial success more than most people. (T/F)</li>
<li>Entrepreneurs are more likely to think they control their fate. (T/F)</li>
<li>Entrepreneurs want recognition for their work more than others. (T/F)</li>
<li>Entrepreneurs care more about following family traditions (so if their parents built a business, they’re more likely to try building one too). (T/F)</li>
<li>Entrepreneurs expect to succeed to a greater extent than employees. (T/F)</li>
</ol>
<span style="font-weight: bold;">The Take-Away:</span><br />
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<i>Framing skills</i> learned for self-management are more important than personality dispositions when it comes to predicting entrepreneurship.<br />
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The article <span style="color: #990000;">[HIH] </span><a href="http://www.psychologicalscience.org/index.php/publications/observer/2011/january-11/mortal-magnates-research-shows-entrepreneurs-are-pretty-much-like-the-rest-of-us.html#.UMvvDnewSSo" target="_blank">Mortal Magnates: Research shows entrepreneurs are pretty much like the rest of us</a>Joseph C Kulis, Ph. D.http://www.blogger.com/profile/06073246572103769289noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-1674316486289814972011-05-13T15:45:00.000-05:002011-06-10T14:33:08.834-05:00Management Types: The Work of George E. West<div align="left">Several years ago I came across some training materials written and distributed by George E. West in the 1970's and 1980's. A Google search turned up this description <a href="http://www3.interscience.wiley.com/journal/113451376/abstract??CRETRY=1&SRETRY=0">From Wiley <span class="blsp-spelling-error" id="SPELLING_ERROR_0">Interscience</span></a>: </div><div align="left"><blockquote><div align="left">George E. West is a management consultant in the field of management development, specializing in Management by Objectives and its underlying success/failure variables. He has given seminars with American Management Association, University of Colorado, and Northern Illinois University, and was formerly employed by Baxter Laboratories as Manager of Manpower Development; and by Illinois Central Railroad Company as Manager of Employee Training where he implemented MBO company-wide. </div></blockquote></div><div align="left">The library material indicated that Mr. West was active on the training circuit during the 1980's, when he apparently conducted numerous seminars championing his view that <span class="blsp-spelling-error" id="SPELLING_ERROR_2">STJ</span> managers had never been given proper credit for their contributions to American business.<br />
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I am still trying to find out what happened to him later.<br />
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In any case, it bothered me to see these materials languishing away, apparently rarely if ever read. They are full of interesting ideas about the <span class="blsp-spelling-error" id="SPELLING_ERROR_3">MBTI</span>, typology and the possible relationships between type preferences and managerial success. Like the <span class="blsp-spelling-error" id="SPELLING_ERROR_4">STJ</span> managers they championed, they deserve a better fate.<br />
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On and off, I will post about these materials and draw your attention to their implications for planning your career. Files and other materials which do not lend themselves to the blogging format will appear on the <a href="http://sites.google.com/site/personawork/home">PersonaWork wiki</a>.<br />
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If you have any recollections of Mr. West and his seminars or whereabouts, please <a href="mailto:InquirePwork@gmail.com">drop me some emai</a><a href="mailto:InquirePwork@gmail.com">l</a>. </div>Joseph C. Kulishttp://www.blogger.com/profile/09844504149505940293noreply@blogger.com0tag:blogger.com,1999:blog-16600966.post-1156366177680982032011-04-17T13:08:00.000-05:002011-06-10T14:27:53.516-05:00WelcomeWelcome to the PersonaWork blog!<br />
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It's a blog about self-management and the construction of personas.<br />
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The blog's central theme is that persona creation is a never-ending task at all stages of our lives. We are always challenged<br />
<ul><li>to create flexible, strong personas</li>
<li>that enable us to satisfy our deepest inner needs</li>
<li>while adapting to the demands of environments that can be indifferent or even harsh towards us.</li>
</ul>To manage the interplay of inner needs and outer demands, we each develop a package of mental routines which we perform over and over in life. I'll be blogging about some of the routines which strike me as most central to that management task. For example:<br />
<ul><li><span style="font-style: italic;">Managing attention and other mental resources</span>. How do personality factors and cognitive skills affect how you manage attention?<br />
</li>
<li><span style="font-style: italic;">Using symbolic behaviors to bridge the gap between inner and outer experience</span>. Body language, metaphors, etc. - are these unmanageable unconscious processes or can you improve how they operate in your life?<br />
</li>
<li><span style="font-style: italic;">Inner identity and relationships</span>. Is conflict inevitable or can we get them to work synergistically?<br />
</li>
</ul>My posts will examine current research and theory that can be applied to practical situations you face in daily life.<br />
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I plan to post about 2 or 3 times a month. If you would like to be put on a mailing list, please <a href="mailto:InquirePwork@gmail.com?subject=Mailing%20List">e-mail me</a> and you will get a brief e-mail whenever something is posted. I won't spam you or give your address to others and will remove you from my mailing list whenever you tell me that you want to be removed.<br />
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Hope you enjoy the blog!Joseph C. Kulishttp://www.blogger.com/profile/09844504149505940293noreply@blogger.com0