<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearchrss/1.0/' xmlns:georss='http://www.georss.org/georss' xmlns:gd='http://schemas.google.com/g/2005' xmlns:thr='http://purl.org/syndication/thread/1.0'><id>tag:blogger.com,1999:blog-6884097003095130943</id><updated>2012-02-17T01:05:10.604Z</updated><category term='ethics'/><category term='Pseudoscience'/><category term='essay writing'/><category term='Deconstruction'/><category term='transformational'/><category term='PGDTLLS'/><category term='engineer'/><category term='Location'/><category term='HEA'/><category term='Biggs'/><category term='assessment'/><category term='intellectual'/><category term='behaviour'/><category term='measurement'/><category term='laboratory'/><category term='debate'/><category term='mobility'/><category term='outcomes'/><category term='derrida'/><category 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students'/><category term='widening participation'/><category term='diversity'/><category term='effectiveness'/><category term='the bleedin&apos; obvious'/><category term='Further'/><category term='OECD'/><category term='RAE'/><category term='sloppy'/><category term='humanities'/><category term='ZOUD'/><category term='misconceptions'/><category term='doctoral'/><category term='Sweller and Clark'/><category term='The Goals of Universities'/><category term='tao te ching'/><category term='story-telling'/><category term='quality enhancement'/><category term='questions'/><category term='Thomas and Quinn'/><category term='credentialism'/><category term='ENGCETL'/><category term='VAK'/><category term='rational'/><category term='Nice Work'/><category term='discourse'/><category term='Susan Wallace'/><category term='Supporting'/><category term='Ivory Tower'/><category term='Targets'/><category term='IQ'/><category term='community of practice'/><category term='presentation tools'/><category term='The emperor&apos;s new clothes'/><category term='therapeutic universities'/><category term='I also cook'/><category term='test'/><category term='steer'/><category term='working class'/><category term='What is HE for?'/><category term='Why minimal guidance during instruction does not work'/><category term='CSI'/><category term='Sector'/><category term='teacher'/><category term='vulnerable adults'/><category term='journal'/><category term='performance'/><category term='Michael Allen'/><category term='examination'/><category term='emotivism'/><category term='The Art of Teaching'/><category term='outsiders'/><category term='narrative'/><category term='future'/><category term='unconditional positive regard'/><category term='interactive'/><category term='business'/><category term='QA'/><category term='Observation'/><category term='confidence'/><category term='feedforward'/><category term='Escalante'/><category term='belbin'/><category term='objectives'/><category term='language'/><category term='Experience'/><category term='Peter Scales'/><category term='koan'/><category term='pragmatism'/><category term='rationality'/><category term='intellectualism'/><category term='Learning'/><category term='What engineers know'/><category term='giroux'/><category term='Lecturers toolkit'/><category term='Perverse Incentives'/><category term='geoff'/><category term='learning as loss'/><category term='errors'/><category term='filling a bucket'/><category term='differentiation'/><category term='marxist'/><category term='groundless'/><category term='elitism'/><category term='Education'/><category term='employability'/><category term='environmental'/><category term='obfuscation'/><category term='group-work'/><category term='gendered rules'/><category term='STEM'/><category term='bologna process'/><category term='total institution'/><category term='grade inflation'/><category term='hattie'/><category term='Logical'/><category term='social'/><category term='Teaching Training and Learning:a Practical Guide'/><category term='globalisation'/><category term='today'/><category term='complexity'/><category term='action research'/><category term='evolution'/><category term='WEA'/><category term='evidence'/><category term='petty'/><category term='achievement'/><category term='constructive alignment'/><category term='student satisfaction'/><category term='mickey-mouse qualification'/><category term='feedback'/><category term='PTLLS'/><category term='Useless Philosophy'/><category term='meritocracy'/><category term='analysis'/><category term='teaching research nexus'/><category term='Cheating'/><category term='class'/><category term='XBL'/><category term='science'/><category term='Scandinavia'/><category term='communication difficulties'/><category term='what makes a good engineering lecturer?'/><category term='guide'/><category term='NUT'/><category term='team roles'/><category term='beyond compliance'/><category term='minute paper'/><category term='research'/><category term='rationalisation'/><category term='dunning-kruger effect'/><category term='aims'/><category term='part-time lecturers'/><category term='watson'/><category term='tutorial'/><category term='death by powerpoint'/><category term='entrepreneurship'/><category term='microteach'/><category term='gibberish'/><category term='based'/><category term='assumption'/><category term='Chemical Engineering'/><category term='didactic'/><category term='marzano'/><category term='economics'/><category term='criticism'/><category term='metaanalysis'/><category term='feelings'/><category term='HEFCE'/><category term='NVQ'/><category term='failure'/><category term='ATP'/><category term='data'/><category term='elton'/><category term='sociology'/><category term='teaching as therapy'/><category term='Endings'/><title type='text'>Sean's Reflective Journal</title><subtitle type='html'>Action Research and Unpopular Opinions in HE and Training...</subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default?max-results=100'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><link rel='next' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default?start-index=101&amp;max-results=100'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>455</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>100</openSearch:itemsPerPage><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-7352522235647524091</id><published>2011-09-30T06:56:00.004+01:00</published><updated>2011-09-30T08:03:10.191+01:00</updated><title type='text'>PS</title><content type='html'>I'm now a "full-time" Chemical/Environmental Engineering academic. The task I have been given is fairly straightforward, other than the fact that people are involved.&lt;br /&gt;&lt;br /&gt;After all I have said about reflection, I intend to keep a private diary of my interactions to facilitate learning how to operate in this still quite new sphere. It might have been fun to do this on-line, but now I'm part of the system, I think it politically unwise, as well as unlikely to result in interaction with people working on the same problem as me.&lt;br /&gt;&lt;br /&gt;Other teachers are not doing what I am. I do not believe in any grand unified theory of teaching and learning, so I think that the task of making engineers is fundamentally different from that of making poets. Engineers need to care about things that philosophers do not, and vice versa. Excellence in engineering can be identified far more objectively than in painting,and the IChemE gives a clear list of required outcomes for any accredited course.&lt;br /&gt;&lt;br /&gt;So, my problem is not so much how to define what I mean by skill or knowledge in engineering, or to grade the outcomes of teaching, but how to get a department made up largely of expert researchers in the sciences underpinning engineering to share an understanding of the end product of their teaching.&lt;br /&gt;&lt;br /&gt;It would be nice to get them to think that making engineers via their teaching is as important as their research, but that might be too much to hope. I'll see.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-7352522235647524091?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/7352522235647524091/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/09/ps.html#comment-form' title='2 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7352522235647524091'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7352522235647524091'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/09/ps.html' title='PS'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>2</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-8605438309326343579</id><published>2011-08-01T10:59:00.003+01:00</published><updated>2011-09-01T09:19:30.165+01:00</updated><title type='text'>The End</title><content type='html'>Google "reflective engineer" or any other combination of words you'd  expect to turn up reflective writing by engineers - Nothing. Whilst  reflective practice comes in part from from observation of professional  engineers, we are not taught to do it, and the way we do it bears  little or no resemblance to the "reflective practice" taught in supposed  support of teaching.&lt;br /&gt;&lt;br /&gt;I looked at the stats for this blog this morning, and they confirm what I have suspected for some time - there is no interest in reflective practice amongst engineers. I have other blogs on minority interests, none of which are remotely as unread and uncommented upon as this one. It can't be my writing quality or whatever- there are no other blogs on this subject as far as I can see. I'm the only game in town, but it's a game no-one else is interested in playing. &lt;br /&gt;&lt;br /&gt;I am very grateful to those few from the humanities (especially both Jameses) who have been willing to put up with my to them no doubt on occasion incomprehensible awkwardness and anger with the nonsense which passes for scholarship in pedagogy, but I cannot see any point in further engagement with the literature or discourse of pedagogy, as it is both worthless and incapable of improvement, having lost its way in anti-realism and political correctness.&lt;br /&gt;&lt;br /&gt;Part of the problem seems to be the training of its participants. They cannot see that the extended abstract which they were selected for their ability to excel in is only useful for the generation of hypotheses - without rigorous hypothesis testing, it is worse than useless.&lt;br /&gt;&lt;br /&gt;It is more important to be right than interesting, as any engineer knows, and today's educationalists more or less universally deny.&lt;br /&gt;&lt;br /&gt;The End&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-8605438309326343579?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/8605438309326343579/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/08/wendal-talpax-wentor-eloitan-tor-dal.html#comment-form' title='7 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8605438309326343579'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8605438309326343579'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/08/wendal-talpax-wentor-eloitan-tor-dal.html' title='The End'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>7</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-6477722247277294021</id><published>2011-07-22T12:01:00.004+01:00</published><updated>2011-07-22T12:04:13.559+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='the bleedin&apos; obvious'/><title type='text'>The bleedin' obvious</title><content type='html'>Having established that only artists are interested in this sort of discussion, any readers I might have will probably have missed &lt;a href="http://www.newscientist.com/article/mg21128210.100-the-human-paradox-that-is-common-sense.html"&gt;this New Scientist article&lt;/a&gt; on the bleedin' obvious by a real scientist turned social scientist, in which he claims that whichever way the truth lies in "social science", it always seems bleedin' obvious in hindsight.&lt;br /&gt;&lt;br /&gt;That's all very well in an experimental setting, but in the real world, people know stuff about the ways other people behave which comes as a surprise only to sociologists.&lt;br /&gt;&lt;br /&gt;A nice quote on this from Kingsley Amis: "There is an innocence, an unworldliness about most sociological writing  which can be its greatest charm. With the possible exception of public  relations, I can think of no field of cultural activity in which the  expert seems to start off with so much less information than the  ordinary citizen. " (as ever c/o James Atherton's links)&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-6477722247277294021?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/6477722247277294021/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/bleedin-obvious.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/6477722247277294021'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/6477722247277294021'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/bleedin-obvious.html' title='The bleedin&apos; obvious'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-2525340374628742679</id><published>2011-07-22T11:12:00.002+01:00</published><updated>2011-07-22T11:50:49.478+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='STEM'/><category scheme='http://www.blogger.com/atom/ns#' term='community of practice'/><title type='text'>Community of Practice</title><content type='html'>I have a number of other blogs, all of which are far and away more popular than this one, despite the others being about issues of very limited popular appeal - I don't think I have ever had a comment or a follower on here from a STEM background.&lt;br /&gt;&lt;br /&gt;All of my interactions seem to have been with people from an arts background, and all of the other reflective blogs I have seen are by people from the arts. Is there a community of practice amongst STEM teachers?&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-2525340374628742679?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/2525340374628742679/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/community-of-practice.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/2525340374628742679'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/2525340374628742679'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/community-of-practice.html' title='Community of Practice'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-572308306083632440</id><published>2011-07-22T07:47:00.007+01:00</published><updated>2011-07-22T08:36:46.803+01:00</updated><title type='text'>Teaching and Training</title><content type='html'>Finished the dairy training course yesterday, which was really tough for a number of reasons, one of which is to do with the difference between teaching and training. The most convincing definition of a difference between these activities would to me be that teaching involves the acquisition of critical thinking skills.&lt;br /&gt;&lt;br /&gt;I was seemingly very successful in awakening the critical thinking skills of my students, such that on the last day the discussion of where they were at in terms of environmental performance (considerably worse than they thought on the day they arrived), and why (mostly management issues) caused the managers present to look very uncomfortable.The director present left the room at one point - I'm not sure I'll get a return gig there!&lt;br /&gt;&lt;br /&gt;The audience, who probably had less than half an A-level each, really threw themselves into the course, much of which was material I'd previously used with under-/post-graduate audiences. They were at least as good as the graduates across the board, from the Marshmallow challenge to the Mogden formula calculation, and they were the keenest audience I've ever had. There was a lot of groupwork, with fresh permutations each day and they were as keen on doing sums or touring the plant as they were building towers from spaghetti. The basic model was the one I am presently trialling, of teaching to a point where something practically useful can be done with the information- the "PBL as reward" model. &lt;br /&gt;&lt;br /&gt;But even though I am confident that my material was sound, the learners got what I was trying to teach them, actively enjoyed much of it, and that during the practical exercises, a number of major soluble problems were discovered, I often found it less than enjoyable. The managers present also enjoyed it far less than the staff, and (as I know that they are the ones who are responsible for commissioning training) I was in conflict all week between with my desire to please them, and my brief to teach certain things.&lt;br /&gt;&lt;br /&gt;The managers were not straightforward people, so I think it unlikely that they would tell me what was up, but my guess would be that they wanted a presentation of familiar material in a slick edutainment style. They didn't know that this is what they wanted, until they got what I was offering.&lt;br /&gt;&lt;br /&gt;The managers had already been on courses previously commissioned from other providers covering the same syllabus in an edutaining way. The other providers did not as I did use the company's own bills to see how things could be improved, or tour the dairy at which the course was given to illustrate how to spot problems-the managers though that this was great stuff until the staff spotted that they were a good bit of the problem.&lt;br /&gt;&lt;br /&gt;I scrupulously avoided suggesting what I thought was wrong,but the staff noticed that their environmental campaigns petered out every time due to lack of middle management support, they had expensive IT systems which swamped them in data but no-one to analyse it or feed out to staff what it meant, that no-one with the right blend of seniority and available resources was leading the campaign for environmental improvements, that no-one other than the environmental managers had ever seen the water bills before this week, so the financial implications of waste were a mystery to the "environmental champions" and so on.&lt;br /&gt;&lt;br /&gt;There was a lot more, but basically the company was in the business of shipping as much milk as possible, and if they had to appoint three managers with an environmental remit across the group to produce the paperwork to satisfy the environment management systems of their clients so be it. The environmental champions had full-time hands-on practical jobs and very little training. They were talking a good game as far as environmental matters was concerned, but they weren't making it happen, as they were not allocating the required resources.&lt;br /&gt;&lt;br /&gt;In the discussions I sparked with &lt;a href="http://envirowise.wrap.org.uk/change/index.html"&gt;this Envirowise tool&lt;/a&gt; the staff spotted all of these things, but when they came to agree an action plan to take back to their facilities, it was all about keeping a better eye on the operators. They received the same unspoken message as I did about what the right answer was.&lt;br /&gt;&lt;br /&gt;So my teaching didn't go down too well with the purse-holders, and I felt less than slick on quite a few occasions.&lt;br /&gt;&lt;br /&gt;I dressed as I now do in HE, which is quite casual, rather than the suits I used to wear whilst training, and I now think that this was a mistake, I was dressed like the staff rather than the managers.&lt;br /&gt;&lt;br /&gt;My attempts to continually tailor the course to the audience, and ensure learning meant that I didn't cover some optional extra material which I had hoped to. I also made a couple of practical mistakes, for example handing out an answer sheet rather than the question sheet on one occasion. None of this would have bothered me for a moment in HE, but I felt that appearances mattered more in the business environment.&lt;br /&gt;&lt;br /&gt;It's easier to look slick if you simply deliver the course you wrote, at the pace you planned. Does continually monitoring and reacting to the audience necessarily makes things a little more homespun? It does with me.&lt;br /&gt;&lt;br /&gt;I was also left feeling that I could do with more people skills, with which I might somehow have persuaded the inscrutable female managers to tell me what the cause of their slightly distrustful and antagonistic expressions (which gave the lie to their assurances that the course was everything they had hoped for and more) was.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-572308306083632440?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/572308306083632440/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/teaching-and-training.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/572308306083632440'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/572308306083632440'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/teaching-and-training.html' title='Teaching and Training'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-8043620678515953287</id><published>2011-07-18T09:14:00.014+01:00</published><updated>2011-07-18T17:42:06.032+01:00</updated><title type='text'>Fashion and Futility</title><content type='html'>&lt;img alt="" 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" /&gt;&lt;br /&gt;&lt;br /&gt;Having established that pedagogy makes no progress, but instead like fashion, cycles through the same tired old ideas by turns to no end, one should not get the impression that I am claiming that engineering is entirely immune from fashion.&lt;br /&gt;&lt;br /&gt;My specialist subject is sewage treatment, and from the dawn of attempts to treat sewage rather than simply dump it into the environment, there have been two basic approaches. You can attach the micro-organisms which you use to treat the sewage onto a surface, or you can let them float free in suspension. Each of these approaches has intrinsic, unavoidable advantages and disadvantages. Back in the nineteenth century, the two processes were called activated sludge, and trickling filters, though their variants now have many names, (or more precisely acronyms, engineers being what they are)&lt;br /&gt;&lt;br /&gt;Periodically, marketing departments launch a "new" process which is actually one of these two nineteenth-century processes in a new wrapper. Wild claims are made for the new process- that it transcends the limitations of its type of process, even that it transcends the limitations of all sewage treatment processes.&lt;br /&gt;&lt;br /&gt;The slightly less tough-minded engineers in client organisations all have to get on the bandwagon, and have one of these great new plants, but after a few years it always becomes clear that the "new " process is only "a marketing breakthrough", like the scam set-top aerial in the pic. "You pay no satellite fees because you don't use satellite signals"- it never actually says you will be getting satellite TV, does it? Fantastic!&lt;br /&gt;&lt;br /&gt;Engineers who aren't too close to the design process can be flim-flammed like the general public into buying an overpriced recycling of old ideas, but design engineers are rather harder to con- they see through the marketing department gloss, and say "that's essentially activated sludge", or whatever.&lt;br /&gt;&lt;br /&gt;They run their heuristics over the proposal and see that the manufacturers' claims are highly improbable,and ask the manufacturer to provide evidence to back the claims. In every case, the margin of error on the data lies from around the normal performance of that type of technology to the salesman's claim. Thus design engineers soon learn to trust only raw data, and traditional heuristics.&lt;br /&gt;&lt;br /&gt;This reliance on heuristics is despite the fact that biochemical engineers like myself can predict the performance of individual strains of living organism under lab conditions as accurately as if they were a non-living assemblage of biochemicals, or a machine.&lt;br /&gt;&lt;br /&gt;However, there are many strains of many kinds of organism in a sewage treatment works, the feedstock to the system is constantly varying in volume, composition, temperature, pH and so on. Sewage can contain any chemical whether man-made or naturally occurring, and the metabolic breakdown products of these substances after passing through humans and other organisms-compared to sewage treatment, teaching has a very small number of variables.&lt;br /&gt;&lt;br /&gt;If we wanted to put together an extraordinarily complex model, we might approximate quite fine details of behaviour in a sewage treatment system, but all of the computing power in the world would not be able to tell us about the fate of one bacterial spore.&lt;br /&gt;&lt;br /&gt;The system is irreducibly complex, by its nature probabilistic, it defies numerical analysis at the level of a single element. Yet I could teach some undergraduates everything they needed to know to outline a system design in two hours because whilst it is impossible to know what happens to an individual element, it is quite simple to understand roughly what will happen overall.&lt;br /&gt;&lt;br /&gt;So, if teaching is a complex as we are constantly told, there is little point in trying to understand all of its individual details, even if we were in a position to use them in a non-time-pressured way to design the system (and those attempting the investigation were real scientists). That we have to do the most important elements of design on our feet makes any attempt to scientifically analyse the subcomponents (as the neuroquacks do) futile.&lt;br /&gt;&lt;br /&gt;I can design a sewage treatment plant in my head whilst driving a car, or redesign it whilst standing looking at it - I can compare it with the heuristics on my feet. This is professional practice- the &lt;a href="http://edge.org/conversation/insight"&gt;Edge article &lt;/a&gt;James linked to recently seemed to capture elements of it well, though it is more numerate in the case of engineering. Our gut feeling is tested against coarse numerical standards.&lt;br /&gt;&lt;br /&gt;To call those who like Phil Race try to produce such heuristics for teachers " mere  trainers" is simply a version of that old British snobbery about  application and practice versus pure research (an interesting thing  about the Edge article was that Americans seemingly think that they have  this prejudice and we don't)&lt;br /&gt;In summary: professionals need reliable heuristics which can be applied on the fly-they do not need, nor can they use philosophising, blue-sky research, political correctness, or bullshit.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-8043620678515953287?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/8043620678515953287/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/fashion-and-futility.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8043620678515953287'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8043620678515953287'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/fashion-and-futility.html' title='Fashion and Futility'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-197656221897425693</id><published>2011-07-15T10:46:00.012+01:00</published><updated>2011-07-15T11:44:07.647+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='Useless Philosophy'/><title type='text'>My Pedagogic Creed</title><content type='html'>Now that we have established that the original source of pretty much all of the unexamined axioms in pedagogy is Dewey, we can look at his own irrational beliefs, which he helpfully listed in a document which he referred to as his "creed", betraying its Christian origins. It can be seen &lt;a href="http://dewey.pragmatism.org/creed.htm"&gt;here&lt;/a&gt;, and in fairness, it is at least honest in that it list his beliefs not as claimed truths, but by their proper name.&lt;br /&gt;&lt;br /&gt;So these are religious beliefs, not scientific theories, but these beliefs form what is supposed to be the bedrock upon which modern European pedagogy is founded. Anyone who doubts that these are religious beliefs founded only in emotional responses need only look at the last, and summarising one:&lt;br /&gt;&lt;br /&gt;&lt;blockquote&gt;"        I believe that in this way the teacher always is the prophet of the true God and the usherer in of the true kingdom of God."&lt;/blockquote&gt;&lt;br /&gt;I'm not in the prophet business, and my response to Dewey's creed is to say "I dunno if..." to each of his assertions. They fall into that worst of all categories for a scientist - &lt;a href="http://www.scientificamerican.com/article.cfm?id=wronger-than-wrong"&gt;not even wrong&lt;/a&gt;. So this is why pedagogic discourse so often seems like theology. Because it is.&lt;br /&gt;&lt;br /&gt;So what then is my pedagogic creed (or "Teaching Philosophy" as it is now called to disguise its true roots, and to make it seem as if we were grounded in rationality rather than emotionalism)? I don't have one - philosophers change their minds with no greater frequency than religionists. I am unwilling to produce a list of things in which I "believe", in the sense in which Dewey used the word, as I try not to hold beliefs in the face of contrary evidence at all - I hold no store in "faith".&lt;br /&gt;&lt;br /&gt;I have recently been reading "&lt;a href="http://www.amazon.com/What-Believe-but-Cannot-Prove/dp/0060841818"&gt;what we believe but cannot prove&lt;/a&gt;", which has sat unread for quite some time, as I was being assailed by enough unprovable beliefs as it was on the MA. Of course we all as human beings have beliefs which we cannot prove, but I am not going to carve mine in stone, nor am I going to foist them unchallenged on my charges in education.&lt;br /&gt;&lt;br /&gt;However:&lt;br /&gt;&lt;br /&gt;I believe that it isn't my job to attempt through my teaching to remake society for the best, as I don't believe that I know what would be best for society in general, how to change people so that they believe as I do, or how exactly they should achieve any change in society I might wish for.&lt;br /&gt;&lt;br /&gt;I believe that it is generally speaking the very people who want to remake society to their personal vision of what would be for the best who are responsible for the worst things that ever happened to people. This is true irrespective of whether their ideology is religious, political, philosophical or psychological. I know they mean well, but just look at the results!&lt;br /&gt;&lt;br /&gt;End of creed.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-197656221897425693?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/197656221897425693/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/my-pedagogic-creed.html#comment-form' title='4 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/197656221897425693'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/197656221897425693'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/my-pedagogic-creed.html' title='My Pedagogic Creed'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>4</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-3538079701622627264</id><published>2011-07-12T12:28:00.003+01:00</published><updated>2011-07-12T13:48:17.299+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='Useless Philosophy'/><title type='text'>Further Reaction: Silly Arguments</title><content type='html'>&lt;a href="http://recentreflection.blogspot.com/2011/07/on-im-exasperated-about-silly-arguments.html"&gt;James's recent post &lt;/a&gt;on the silliness of the andragogy vs pedagogy debate tempted me to comment glibly "but when you take away the silly arguments, what is left"? I resisted, but what is there in the field of learning and teaching but silly arguments?&lt;br /&gt;&lt;br /&gt;No-one ever delivered a lesson which conformed exactly to the teachings of a single philosophical school, and if they had, it would have been the worst lesson ever delivered. This is one of the reasons why there is no direct evidence of the superiority or inferiority of progressive vs traditional teaching, andragogy vs pedagogy, constructivism vs whatver-ism and so on.&lt;br /&gt;&lt;br /&gt;Secondarily, where there is evidence, as for example in the &lt;a href="http://seansreflectivejournal.blogspot.com/2010/06/teachingresearch-nexus.html"&gt;research/teaching nexus&lt;/a&gt; the field's valuation of things for which there is reasonable evidence as of no greater likeliness than things which are merely philosophically arguable ensures that no debate will ever be concluded.&lt;br /&gt;&lt;br /&gt;Thirdly, the methods used in the field are so poorly controlled for confirmation bias that virtually all of the research is worthless.&lt;br /&gt;&lt;br /&gt;Fourthly, the idea that it is better to be interesting than right is a commonplace.&lt;br /&gt;&lt;br /&gt;Fifthly, the intake of education departments is &lt;a href="http://seansreflectivejournal.blogspot.com/2011/06/hardest-science-of-all.html"&gt;more or less the least intelligent in academia&lt;/a&gt;. &lt;br /&gt;&lt;br /&gt;In summary, the field has been optimised to ensure that nothing will ever be known about the subject, but third-raters will be provided with a sinecure, reliably producing nothing except silly arguments. &amp;nbsp; &amp;nbsp; &lt;br /&gt;&lt;br /&gt;It is intrinsically silly to expect any answers from a field so constituted, but even if we were to staff education departments with real scientists, they would not be able to tell us which philosophy is best. Philosophies are not better or worse, &lt;a href="http://www.badscience.net/2011/05/existential-angst-about-the-bigger-picture/#more-2314"&gt;they are founded in axioms&lt;/a&gt; rather than facts. If you agree with their axioms, they are good. If you disagree, they are bad.&lt;br /&gt;&lt;br /&gt;So let's forget about trying to prove that our own brand of philosophy is better than the other one-how about trying to see if a particular technique is better than another in our limited context. Forget philosophy, forget grand unified theories-what works with our particular students, teaching our particular subject? I'm not talking here about what we &lt;u&gt;feel&lt;/u&gt; works, or what we enjoy teaching, I'm talking about what gives measurably better results. Even my little investigations show that such research is really pretty easy, and can form what looks to be a reliable basis for getting better at teaching.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-3538079701622627264?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/3538079701622627264/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/further-reaction-silly-arguments.html#comment-form' title='2 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/3538079701622627264'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/3538079701622627264'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/further-reaction-silly-arguments.html' title='Further Reaction: Silly Arguments'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>2</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-137209847324593096</id><published>2011-07-08T10:26:00.010+01:00</published><updated>2011-07-08T11:07:56.513+01:00</updated><title type='text'>Reactionary: Be Right, Be Relevant, Work Hard</title><content type='html'>Though few or none are doing it (perhaps because it runs counter to the progressive spirit of hope above experience) I think it potentially possible to do research into education which is right, relevant and rigorous, contrary to the &lt;a href="http://blog.mrmeyer.com/?p=10766&amp;amp;utm_source=feedburner&amp;amp;utm_medium=feed&amp;amp;utm_campaign=Feed%3A+dydan1+%28dy%2Fdan+posts+%2B+lessons%29"&gt;advice&lt;/a&gt; from insiders.&lt;br /&gt;&lt;br /&gt;My disappointment with the &lt;a href="http://seansreflectivejournal.blogspot.com/2011/07/key-section.html"&gt;paper on engineering education research&lt;/a&gt; I found recently was that I hoped that some of the overwhelming majority of engineering academics who think that educational research is nonsense might have thought to start doing their own.&lt;br /&gt;&lt;br /&gt;Relevance is at the heart of engineering's distinctive non-scientific methodology. Engineers are used to doing ultra-relevant research addressing how to make something work as well as possible, and devising reliable performance indicators to facilitate this process. Taylor, the hated, though misrepresented time-and-motion man was an early advocate of something which is now very sophisticated. The effective application of this technique to processes including people is commonplace. The results of the research are not intended to be universally applicable, or "true"- they are intended only to be effective in that context. &lt;br /&gt;&lt;br /&gt;Rather than making grand claims, how about some tiny, but relevant ones, like for example: "A technique for teaching mass balance to first-year UK chemical engineering undergraduates which outperforms didactic lecturing and tutorial on a contact time per exam score basis"- if there was a decent experimental design, solid quantitative analysis, and a convincing p value, that might pique the interest of some engineers.&lt;br /&gt;&lt;br /&gt;Be Right, be Relevant, Be Rigorous&lt;a href="http://www.youtube.com/watch?v=quSRLETlKDg&amp;amp;feature=related"&gt;-or Fuck Off.&lt;/a&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-137209847324593096?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/137209847324593096/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/reactionary-be-right-be-relevant-work.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/137209847324593096'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/137209847324593096'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/reactionary-be-right-be-relevant-work.html' title='Reactionary: Be Right, Be Relevant, Work Hard'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-8153640285883482978</id><published>2011-07-08T09:42:00.005+01:00</published><updated>2011-07-08T10:56:18.554+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='XBL'/><category scheme='http://www.blogger.com/atom/ns#' term='research'/><category scheme='http://www.blogger.com/atom/ns#' term='bullshit'/><category scheme='http://www.blogger.com/atom/ns#' term='Useless Philosophy'/><title type='text'>Regrets</title><content type='html'>I've been reading pedagogic literature again, and I really need to stop. As I know from previous investigations, any claims made in such literature are without rational foundation, despite the surface appearance of the document.&lt;br /&gt;&lt;br /&gt;Take for example &lt;a href="http://www.scientificamerican.com/blog/post.cfm?id=the-educational-value-of-creative-d-2011-07-07"&gt;this blog post&lt;/a&gt;, which James featured on his shared items. It makes some very strong claims for the universal efficacy of a certain kind of XBL to teach "creativity"&lt;br /&gt;&lt;blockquote&gt;" There are an increasing number  of studies on educational methodology  that demonstrate the same types  of results—they find increased learning  and participation in classes  that use an integrated approach to  teaching, as opposed to the traditional  lecture"&lt;/blockquote&gt;The papers she quotes directly, which she considers to provide more or less conclusive proof of her assertions are not strong empirical investigations, but philosophical speculations.&lt;br /&gt;&lt;br /&gt;She herself is a behaviour therapist working with autistic kids, but she is writing about the teaching of STEM subjects to"normal" kids as if she might have a valid professional opinion. She and the selective sources she quotes represent a narrow political viewpoint. She thinks of herself as a scientist, but she doesn't think like a scientist - she presents baseless philosophising and small studies not corrected for the Hawthorne effect as if they were strong evidence, and thinks her completely unrelated professional experiences and personal history bolster her case. She makes sweeping general claims based on highly specific studies, and so on.&lt;br /&gt;&lt;br /&gt;I think she must have taken read &lt;a href="http://blog.mrmeyer.com/?p=10766&amp;amp;utm_source=feedburner&amp;amp;utm_medium=feed&amp;amp;utm_campaign=Feed%3A+dydan1+%28dy%2Fdan+posts+%2B+lessons%29"&gt;another bit of tripe&lt;/a&gt; James linked to recently: Be Irrelevant, Be Wrong, Be Lazy: Three Rules for New Educational Researchers, which tries to imply that it doesn't mean what it seems to be saying, but ends up looking like that it exactly what it means, codifying a method to ensure confirmation bias, grand and unjustified claims, and utter pointlessness.&lt;br /&gt;&lt;br /&gt;How do I know that any strong claims for the universal effectiveness of XBL are unlikely to be true?&amp;nbsp; Such a strong and universal effect would show up in meta-analyses, and I know that they show XBL to be a disaster area. How do I know that it is stupid to be wrong, irrelevant and lazy? It's bleedin' obvious.&lt;br /&gt;&lt;br /&gt;I regret reading these posts, and consequently having to put effort into figuring out what is wrong with them. Their certain stupidity angers me, and my anger makes it harder to see if there is any meat on their bones, and if I am not careful makes me less open-minded, less generous, less forgiving. &lt;br /&gt;&lt;br /&gt;Even the little time spent on debunking them is wasted time - very few educationalists will think my criticisms valid, and there is nothing I or anyone else can do to stem the tsunami of crap which constitutes "educational research". It is endemically wrong, irrelevant and lazy-David Labaree is right about that.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-8153640285883482978?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/8153640285883482978/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/regrets.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8153640285883482978'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8153640285883482978'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/regrets.html' title='Regrets'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-6313427322968605976</id><published>2011-07-07T08:27:00.022+01:00</published><updated>2011-07-07T10:47:13.464+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='dyspraxia'/><category scheme='http://www.blogger.com/atom/ns#' term='dyslexia'/><category scheme='http://www.blogger.com/atom/ns#' term='dyscalculia'/><category scheme='http://www.blogger.com/atom/ns#' term='dys-whatever'/><title type='text'>A Little Learning and Dys-whatever</title><content type='html'>An friend who does additional learning support has been told to start teaching in a certain way by a superior with an GCSE in psychology, who told him in support of the instruction certain things:&lt;br /&gt;&lt;br /&gt;1. That the location of short-term memory has been located via MRI scans&lt;br /&gt;&lt;br /&gt;2. That the mechanism of action of dyspraxia, dyslexia and dyscalculia is based in identified physical structures in the brain &lt;br /&gt;&lt;br /&gt;This sounds like &lt;a href="http://www.ed.ac.uk/news/all-news/dalyell-prize"&gt;neuroquackery&lt;/a&gt;, or "brain based teaching" as it is known, but it's a fast moving area, perhaps I'm out of date? &lt;br /&gt;&lt;br /&gt;My first question is one I've been puzzling about for a while now: what are these three "disabilities", exactly?&lt;br /&gt;&lt;br /&gt;Dyspraxia, &lt;a href="http://www.bbc.co.uk/health/physical_health/conditions/dyspraxia2.shtml"&gt;according to the BBC's expert &lt;/a&gt;may be caused by brain damage, and &lt;a href="http://www.nhs.uk/conditions/Dyspraxia-%28childhood%29/Pages/Introduction.aspx"&gt;the NHS tell us&lt;/a&gt; whilst it makes you slow to learn, this somehow doesn't mean you are less intelligent than those quicker to learn. &lt;br /&gt;&lt;br /&gt;Dyslexia is essentially reading difficulty in those with normal intelligence when competently taught- there's a couple of problems right there- which middle-class parent is willing to admit their child has less than normal intelligence? Which teacher willing to admit to providing substandard teaching?&lt;br /&gt;&lt;br /&gt;Dyscalculia is the analogue of dyslexia for mathematical ability, with the same potential problems.&lt;br /&gt;&lt;br /&gt;Dyspraxia differs from the other two by its association with ADHD and organic brain damage.&lt;br /&gt;&lt;br /&gt;It has been claimed as our mickey-mouse psychologist has clearly heard that there is &lt;a href="http://en.wikipedia.org/wiki/Neurological_research_into_dyslexia"&gt;a neurological basis &lt;/a&gt;for dyslexia, and/or a &lt;a href="http://en.wikipedia.org/wiki/Genetic_research_into_dyslexia"&gt;genetic one&lt;/a&gt;, but &lt;a href="http://www.ncl.ac.uk/cflat/news/documents/j.1467-9752.2008.00653.x.pdf"&gt;a recent review&lt;/a&gt; concluded that "there is a mistaken&lt;br /&gt;belief that current knowledge in these fields is sufficient to justify a category of dyslexia as a subset of those who encounter reading difficulties.".&lt;br /&gt;&lt;br /&gt;So (&lt;a href="http://watchdocumentary.com/watch/dispatches-the-dyslexia-myth-video_d2766ac47.html#.ThVp_2Gk-fI"&gt;if there is such a thing)&lt;/a&gt; "dyslexics" and "dyscalculics" are slow learners, and there probably no reliable way at present of distinguishing those who are just a bit thick from those who may have some sort of genetic or neurological deficiency than the social class of their parents - Tim Nice-but-dim &lt;a href="http://www.examiner.com/special-needs-kids-in-nashville/celebrities-with-special-needs-daniel-radcilffe-dyspraxia"&gt;clearly has dys-something-or-other&lt;/a&gt;.&lt;br /&gt;&lt;br /&gt;There are a number of interesting sub-issues. How can you believe (as it seems many do) in dys-whatever if you don't believe in IQ tests? Surely your general intelligence has to be measured to determine that there is a discrepancy between your intelligence and your learning ability in some specific field?&lt;br /&gt;&lt;br /&gt;Who diagnoses dys-whatever? In a commonplace occurrence, my friend's boss with the GCSE in psychology screens students herself- a highly experienced teacher who has observed her efforts thinks her screening a farce.&lt;br /&gt;&lt;br /&gt;Diagnosing students with dys-whatever covers up bad teaching, brings in extra government money to learning institutions, and increases their apparent efforts to widen participation, and the students themselves get extra time in exams, free laptops, special treatment of all kinds. So both student and institution want a positive diagnosis, and there is a consequent conflict of interest in institutions being able to diagnose these conditions.&lt;br /&gt;&lt;br /&gt;After screening, the student is sent out to one of the dys-whatever diagnostic services, but such services are unregulated and it is in their client's interest for them to provide a positive diagnosis. I wonder how many go home empty-handed from such diagnosis mills? &amp;nbsp; &lt;br /&gt;&lt;br /&gt;With no reliable tests, those responsible for the testing having no relevant training, and a conflict of interest for the tester, so what is the level of false positive testing? Are there any false negatives at all? Who knows, but those familiar with human nature can guess.&lt;br /&gt;&lt;br /&gt;Now, I'm not saying that extra help isn't needed for slow learners, I'm just saying let's call them what they are-a bit slow on the uptake, even if their mummies and daddies are middle-class, and know how to work the system. The money spent on hiving-off the middle-class slow readers would be better spent helping all of them.&lt;br /&gt;&lt;br /&gt;More personally, I note that my lectern is cluttered with the Dictaphones of "dyslexics" at the Russell Group Uni, but there are apparently none at the former poly (or they can't afford Dictaphones). They are presumably just a bit thick - they certainly sound thick with their local working-class accents (just as I am sure do to my posher colleagues).&lt;br /&gt;&lt;br /&gt;I am not that great at maths, compared with my other abilities, so I am sure that if tested, I'd readily be diagnosed as dyscalculic. If I had done so (rather than as I had to, retaking my failed O-level in Maths under the same circumstances as everyone else, and then work extraordinarily hard to master the maths content of a master's in engineering) would I be as good an engineer?&lt;br /&gt;&lt;br /&gt;No I wouldn't - I'd have been given easier tests than my peers, and would have been given what was really a lesser qualification because I was a bit slow. It's the difference between testing what a student is capable of doing if all circumstances are optimised for them personally, and what a student does under standard test conditions. The latter is what most people think qualifications represent- if we are going to give the dummies a head start, why not let them take their notes in, or just let someone smarter do the test for them?&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-6313427322968605976?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/6313427322968605976/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/little-learning.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/6313427322968605976'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/6313427322968605976'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/little-learning.html' title='A Little Learning and Dys-whatever'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-7126580037586935174</id><published>2011-07-06T12:35:00.001+01:00</published><updated>2011-07-06T12:42:03.598+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='grade inflation'/><title type='text'>Fellowship and Grade Inflation</title><content type='html'>Got my FHEA certificate in today's post. Has anyone else noticed that the HEA's standard membership grade is Fellow, rather than Member, such that the usual "Fellow" grade has to be bumped up to "Senior Fellow"?&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-7126580037586935174?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/7126580037586935174/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/fellowship-and-grade-inflation.html#comment-form' title='4 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7126580037586935174'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7126580037586935174'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/fellowship-and-grade-inflation.html' title='Fellowship and Grade Inflation'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>4</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-4199143587439140792</id><published>2011-07-06T11:11:00.003+01:00</published><updated>2011-07-07T06:16:06.908+01:00</updated><title type='text'>Overruled</title><content type='html'>In &lt;a href="http://seansreflectivejournal.blogspot.com/2011/07/exam-board.html"&gt;the course board I wasn't invited to&lt;/a&gt;, it was decided to allow one of the students, who was a good four percent short of the minimum passing grade to be given "referrals" on a couple of bits of work she had not submitted, and had simply ignored the opportunity to submit late. Who knows what claims were made in support of this suggestion, or whether I could have factually contradicted them.&lt;br /&gt;&lt;br /&gt;I was asked this morning by email if she might resubmit these bits of work now, or whether I would like to set an alternative bit of work for her to demonstrate understanding of the learning outcomes. &lt;br /&gt;&lt;br /&gt;I wanted to teach the students how to work under pressure, and this student submitted nothing for a number of assignments, made no excuses, has no extenuating circumstances, and entirely ignored my attempts to get them to submit late or offer evidence of special circumstances. A student with a 2% higher total mark has been booted off the course. &lt;br /&gt;&lt;br /&gt;Why do I get the feeling that it would be very unpopular, even pointless, to give a failing grade, whatever she turns in? Why does it seem to me that this referral is actually intended to be a free pass back onto the course?&lt;br /&gt;&lt;br /&gt;Though Business Practice is clearly not taken as seriously as scientific subjects, my predecessor as module leader would definitely have been invited to the board meeting. I'm of no consequence to these people because I'm a part-timer, but I'm not going to take the opportunity to lazily be the person they think I am, even though no one is paying me for this.&lt;br /&gt;&lt;br /&gt;I'll set a new bit of work intended to measure the learning outcomes, and I'll mark it on the same marking criteria as the work which was ignored. I'm not giving any free passes, nor will I succumb to the temptation to simply validate my previous conclusion.&amp;nbsp; That's me- awkward.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-4199143587439140792?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/4199143587439140792/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/overruled.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/4199143587439140792'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/4199143587439140792'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/overruled.html' title='Overruled'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-3168422784695011576</id><published>2011-07-05T13:54:00.021+01:00</published><updated>2011-07-06T11:56:02.531+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='Useless Philosophy'/><category scheme='http://www.blogger.com/atom/ns#' term='Useful Philosophy'/><title type='text'>So how should things be?</title><content type='html'>Having established that educational theory is about how things should be, rather than how they are: how is it that things should be?&lt;br /&gt;&lt;br /&gt;There's a preponderance of &lt;a href="http://www.infed.org/thinkers/et-dewey.htm"&gt;Dewey&lt;/a&gt;'s ideas in today's UK educationalist's axioms: learning should be by doing rather than from textbooks, it should be social, focussing exclusively on understanding, fostering social and democratic aims and life-long learning, and it should champion immediate personal experience rather than "authoritarian" externally imposed truth, the teacher's need to be reflective- all Dewey.&lt;br /&gt;&lt;br /&gt;Trainee educators are also exposed to Marxist, Post-modernist and other extreme ideological&amp;nbsp; positions, but the basic core axioms are essentially Dewey's. The extreme stuff is saved for M-level, where I was on the face of it surrounded by Marxists who made the &lt;a href="http://www.wrp.org.uk/"&gt;WRP&lt;/a&gt; seem like Liberals, and people so philosophical that (like &lt;a href="http://www.stormmovie.net/"&gt;Storm&lt;/a&gt;) they presumably felt as much as ease leaving by the second-floor window as the door. Your "advanced" student might consequently have acquired all sorts of other axioms, from the necessity to destroy any sort of hierarchy in the teaching process, the obligation to teach Marxism or post-modernism, whatever the name of the course, and so on.&lt;br /&gt;&lt;br /&gt;In all of the philosophising, no-one ever mentions anyone outside this narrow spectrum of beliefs, but there is a contrasting position, which I had heard nothing about before today, known as"Essentialism", which apparently forms the philosophical basis of the overwhelming majority of modern American education.&lt;br /&gt;&lt;br /&gt;So Dewey lost the argument in his own country, and American classrooms are apparently traditional, authoritarian and teacher centred, everything that our progressive ones are not.&amp;nbsp; Our "universal" truths are actually parochial European ones, as Dewey's philosophical roots were German.&lt;br /&gt;&lt;br /&gt;Now, essentialism is thought to be conservative and traditionalist, and progressivism - well, progressive.&amp;nbsp; But:&lt;br /&gt;&lt;br /&gt;Does it necessarily follow that an educational system founded in a socialist-humanist philosophy gives an outcome which socialists and humanists find more desirable? &lt;br /&gt;&lt;br /&gt;Is it not the case that what works best in teaching is neither political nor philosophical, and that whether your aims are to produce socialist scientists or conservative ones, the way students learn is the same?&lt;br /&gt;&lt;br /&gt;Is it not the case that no way of reliably schooling people into a given political viewpoint is known, and that exposure to wishy-washy liberal teachers is just as likely to produce fascists as liberals?&lt;br /&gt;&lt;br /&gt;Is it valid to attempt to politically or philosophically indoctrinate our learners at all? Is this how things should be?&lt;br /&gt;&lt;br /&gt;Can I not share Dewey's sympathies without thinking his aims desirable or his methods effective?&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-3168422784695011576?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/3168422784695011576/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/so-how-should-things-be.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/3168422784695011576'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/3168422784695011576'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/so-how-should-things-be.html' title='So how should things be?'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-7393218001501032871</id><published>2011-07-05T13:32:00.001+01:00</published><updated>2011-07-05T13:33:27.393+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='normative'/><category scheme='http://www.blogger.com/atom/ns#' term='Useless Philosophy'/><title type='text'>Normative and Descriptive Theory: Philosophy for Dummies</title><content type='html'>There's the precise form of words for what's wrong with the entire content of all teaching courses I have been exposed to - entirely normative, or pseudo-descriptive.&lt;br /&gt;&lt;br /&gt;They tell you more or less only about either how things ought to be, or about the pseudo-research which shows that things are as they should be. They teach you in essence to be a tenth-rate philosopher, or more commonly still a blind follower of ninth-rate philosophers. Thus their content is essentially normative, and their theories are defined as a philosopher's are.&lt;br /&gt;&lt;br /&gt;It is not that the descriptive theories which science works with are intrinsically impossible to formulate, but that the entire field deals only in normative theories.&lt;br /&gt;&lt;br /&gt;Educational theory is thus functionally identical to philosophy of education. Concepts brought in from subjects which might have some empirical tradition are treated only as a source of philosophical ideas. Hard facts (if there were any) would similarly need to be transformed into an approximated theoretical construct of no greater intrinsic value than one with a similar body of directly contradictory evidence before they could enter the gate of pedagogic discourse.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-7393218001501032871?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/7393218001501032871/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/normative-and-descriptive-theory.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7393218001501032871'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7393218001501032871'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/normative-and-descriptive-theory.html' title='Normative and Descriptive Theory: Philosophy for Dummies'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-4546651976418766453</id><published>2011-07-05T12:55:00.004+01:00</published><updated>2011-07-07T06:13:40.311+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='Useless Philosophy'/><title type='text'>What if traditional teaching were better than progressive teaching?</title><content type='html'>Since we don't really know anything about teaching and learning, its not merely possible that traditional teaching methods are better than progressive ones, it's quite likely.&lt;br /&gt;&lt;br /&gt;Traditional teaching methods were developed as an art over a few millennia by people with no axe to grind, who only wanted to be as good as they could be at it. This method is not scientific, but we know from the application of this method to other arts how effective a method it is for developing a skill.&lt;br /&gt;&lt;br /&gt;So then let us ask the engineer's question: "what is wrong with traditional teaching that needs fixing?" I can find no evidence that anyone actually showed that progressive education was better than the traditional kind.&amp;nbsp; Progressive education is essentially founded on the beleif that knowledge without understanding is always and at all levels worthless, and is essentially the nineteenth century root of all forms of XBL.&lt;br /&gt;&lt;br /&gt;But as discussed previously XBL is mostly pretty disastrous as a teaching technique compared with more traditional methods. Progressive education is against all sorts of drill based learning for example, but we all know (and I recently confirmed) some things are best taught by rote.&lt;br /&gt;&lt;br /&gt;So progressive education is based on the application of a doctrinaire philosophical position to all situations. Now I know it has to be worse than traditional education - hide-bound ideology blind to facts never improves any situation.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-4546651976418766453?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/4546651976418766453/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/what-if-traditional-teaching-were.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/4546651976418766453'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/4546651976418766453'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/what-if-traditional-teaching-were.html' title='What if traditional teaching were better than progressive teaching?'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-8631978008975035699</id><published>2011-07-05T08:26:00.007+01:00</published><updated>2011-07-05T08:56:57.946+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='tao te ching'/><category scheme='http://www.blogger.com/atom/ns#' term='student progress'/><category scheme='http://www.blogger.com/atom/ns#' term='student satisfaction'/><category scheme='http://www.blogger.com/atom/ns#' term='feedback'/><category scheme='http://www.blogger.com/atom/ns#' term='navigation'/><title type='text'>Navigation by the Numbers: Analysis of Feedback</title><content type='html'>Did my little analysis of WEA feedback today.&amp;nbsp; I'm a tad concerned as to why I only had half a class on the last session, but those who were there assured me it wasn't disgruntlement, which is slightly reassuring.&lt;br /&gt;&lt;br /&gt;Student Satisfaction&lt;br /&gt;&lt;br /&gt;All "excellent" and "good" (mostly excellent) in the categories I affect (up from "satisfactory"/"good" &lt;a href="http://seansreflectivejournal.blogspot.com/2010/10/navigation-in-field-final-insult.html"&gt;on the last presentation&lt;/a&gt;)&lt;br /&gt;&lt;br /&gt;There were spontaneous comments on the great team spirit (fostered by letting the punters make up their own team, rather than doing "team building exercises"?), my patience (hopefully not an ostentatious suffering-fools-gladly patience), and explanatory skill.&lt;br /&gt;&lt;br /&gt;I have to withdraw one of my previous conclusions- you can get WEA learners to work between sessions - by arranging sessions in the normal slot with no teacher present.&lt;br /&gt;&lt;br /&gt;Student Achievement&lt;br /&gt;&lt;br /&gt;Everybody improved, with many going from the minimum "D" to the maximum "A" in the most important categories. Everyone who completed a form felt competent at navigation in the set environment (and as they all made it to the pub, they clearly were!)&lt;br /&gt;&lt;br /&gt;My reaction: I think this went a lot better. What interests me most about this is that student satisfaction was improved using what is on the face of it an exquisitely dull instructional technique, and seemingly a strong team was built without any overt "team building exercises" - &lt;a href="http://www.thebigview.com/download/tao-te-ching-illustrated.pdf"&gt;Lao-Tzu &lt;/a&gt;would approve.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-8631978008975035699?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/8631978008975035699/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/navigation-by-numbers-analysis-of.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8631978008975035699'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/8631978008975035699'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/navigation-by-numbers-analysis-of.html' title='Navigation by the Numbers: Analysis of Feedback'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-7141860401015158694</id><published>2011-07-04T10:17:00.004+01:00</published><updated>2011-07-04T10:20:00.537+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='Useless Philosophy'/><title type='text'>Credit where it's due?</title><content type='html'>Reading the New Scientist last weekend, I came across &lt;a href="http://www.newscientist.com/article/mg21128195.700-how-computers-can-cure-cultural-diabetes.html"&gt;the following statement by a liberal arts academic&lt;/a&gt;: &lt;br /&gt;&lt;blockquote&gt;The second half of the 20th century saw a collection of geniuses,  warriors, pacifists, cranks, entrepreneurs and visionaries labour to  create a fabulous machine that could function as a typewriter and  printing press, studio and theatre, paintbrush and gallery, piano and  radio, the mail as well as the mail carrier. &lt;/blockquote&gt;So, no mention of the boring old scientists and engineers who were actually responsible for the production of the fabulous machine in question, the networked computer, unless those are the "geniuses" or "visionaries" he refers to.&lt;br /&gt;&lt;br /&gt;These practical professions (and indeed the entrepreneurs) were required, but the warriors, pacifists and cranks were as irrelevant as the philosophers who like to claim the computer as an example of their utility.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-7141860401015158694?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/7141860401015158694/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/credit-where-its-due.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7141860401015158694'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7141860401015158694'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/credit-where-its-due.html' title='Credit where it&apos;s due?'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-7866593727532799540</id><published>2011-07-04T08:57:00.022+01:00</published><updated>2011-07-06T12:04:27.759+01:00</updated><title type='text'>The Key Section</title><content type='html'>&lt;img alt="" 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" /&gt;&lt;br /&gt;&lt;br /&gt;Where is &lt;a href="http://en.wikipedia.org/wiki/Gordon_Freeman"&gt;Gordon Freeman&lt;/a&gt;    when you need him? I know he's only a theoretical physicist, but he's  a   physicist with a crowbar, which makes him a sort of engineer.&lt;br /&gt;&lt;br /&gt;I was reading &lt;a href="http://www.jee.org/2011/january/03.pdf"&gt;a paper whose title sounded interesting&lt;/a&gt;* this morning (which disappointingly turned out to be yet another a call to make engineering a branch of the liberal arts) when I came across this informative section:&lt;br /&gt;&lt;br /&gt;&lt;blockquote&gt;In the U.S., the most closely related idea is that of a liberal arts education, designed to prepare students for “civic life” through education in philosophy, ancient languages, mathematics and science, which has a long history in U.S. higher education (Harper, Lattuca, Yin, &amp;amp; Terenzini, 2010). In fact, liberal arts was the foundation of U.S. higher education up until career-focused training in engineering, commerce and other topics were introduced and expanded throughout the 1800s and 1900s. Harper et al. (2010) explain: For most of the history of U.S. higher education, the goals of liberal education were thought to be different from and by some, incompatible with the goals of professional education in fields such as engineering, business, education, law, and medicine. …More recent are the calls for greater integration of the two components of a collegiate education...The concept of interdisciplinarity is related more recently in response to a means to organize expanding numbers of students and faculty members at universities since academic disciplines emerged in the nineteenth and twentieth centuries (Dressel &amp;amp; Reichard, 1970). In order to develop professional skills such as teamwork, ethical decision making, communication, and consideration of social context which have been emphasized in the past 20 years, engineers should engage with other disciplines including the liberal arts. Thus, the movement can be labeled either liberal arts or interdisciplinarity. Harper et al. (2010) found strong support for the idea of engaging with other disciplines, as it relates to preparing future engineers, among U.S. engineering department chairs and associate deans in charge of undergraduate curriculum. However, preliminary results from the Creating a Culture of Scholarly and Systematic Innovation in Engineering Education project (Jamieson &amp;amp; Lohmann, 2009) indicate that some U.S. engineering faculty members are still struggling with the tradeoff of removing technical content from crowded curricula to accommodate such topics.&lt;/blockquote&gt;&lt;br /&gt;So (as I vaguely suspected) "interdisciplinarity" is a code for shoehorning in liberal arts content- (interesting also that a proper liberal arts education is supposed to encompass science and maths- how about shoehorning a bit of STEM into the far-less-crowded liberal arts timetable?)&lt;br /&gt;&lt;br /&gt;The author of this paper's seeming bemusement that engineers cannot see the value of losing technical content to include study of the liberal arts shows that they are unfit either to teach engineering, or (as they attempt in the quoted section to do) to discuss "making engineers". &lt;br /&gt;&lt;br /&gt;"Making engineers" would more likely involve somehow causing them to have utter contempt for the Arts in general and the liberal arts in particular- the engineering students I went to college with mostly thought of liberal artists in the same way that &lt;a href="http://www.southparkstudios.co.uk/clips/sp_vid_154822/"&gt;Cartman thinks of hippies&lt;/a&gt;: stupid, lazy, useless, woolly-minded twerps. We don't deliberately educate our students to think that way, but they are smart kids - they notice how many more hours they work than arts students and how much higher A level grades (in far harder subjects) they got than the liberal artists. They know that they are much smarter than the liberal artists and that their profession is far more useful.&lt;br /&gt;&lt;br /&gt;It isn't that engineers necessarily despise culture, but what goes on in HE arts departments is bugger-all to do with the actual production of cultural artifacts. It is to do only with the promulgation of a particular sort of anti-realist criticism of those bold enough to actually attempt to produce something by those incapable of doing anything but criticise. Somehow engineering has managed to do without this function up to now, though presumably if we allow ourselves to be contaminated by these drones, we will acquire not just schools of liberal engineering education, but schools of incoherent cod-philosophical criticism of engineering's output. &lt;br /&gt;&lt;br /&gt;Why do even academic engineers balk at introducing liberal arts content? Even if they get over their vague, (and I am sure entirely unreasonable) prejudice against taking advice from the "thickies" in the arts dept, a real engineer is going to think "many (but by no means all) of those aims sound worthwhile, can you show me some evidence that your suggested content change actually achieves them?" or "are you sure that those aims are specifically useful to an engineer's professional development?" Being engineers, sooner or later, one of them is going to ask these questions, disrespectful as this might seem to liberal artists too "civilised" to ask uncomfortable questions, and no-one will be able to give an answer which will satisfy a real engineer.&lt;br /&gt;&lt;br /&gt;Even if we were to accept the (highly questionable) axiom of the liberal arts that their  version of education is somehow civilising, engineers are not  necessarily in need of civilisation- a certain amount of hairy-arsedness  may be required in the profession. It takes all sorts to make a world, and if engineers  are as a class a bit rough round the edges, I'm not convinced that that  is a problem.&lt;br /&gt;&lt;br /&gt;I'm not even convinced that their traditional preference for reading the Torygraph is a problem. I remember when The Sun tried to make being left-wing &lt;a href="http://en.wikipedia.org/wiki/Loony_left"&gt;a sort of mental illness&lt;/a&gt;, but I'm in no mood for pay-back. Being a Tory doesn't need fixing - our student's politics are no more our business than their sex lives.&lt;span style="font-size: x-small;"&gt;&amp;nbsp;&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style="font-size: x-small;"&gt;*The Emergence of Engineering Education Research as an Internationally Connected Field of Inquiry (Journal of Engineering Education January 2011, Vol. 100, No. 1, pp. 14–47)&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-7866593727532799540?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/7866593727532799540/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/key-section.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7866593727532799540'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/7866593727532799540'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/key-section.html' title='The Key Section'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-6963318910409073867</id><published>2011-07-04T07:55:00.001+01:00</published><updated>2011-07-04T07:56:00.916+01:00</updated><title type='text'>Exam Board</title><content type='html'>Exam board for the Business Practice students is tomorrow. Naturally as I'm a part-time lecturer, no-one has though to invite me, even though I'm the module leader.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6884097003095130943-6963318910409073867?l=seansreflectivejournal.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://seansreflectivejournal.blogspot.com/feeds/6963318910409073867/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/exam-board.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/6963318910409073867'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/6884097003095130943/posts/default/6963318910409073867'/><link rel='alternate' type='text/html' href='http://seansreflectivejournal.blogspot.com/2011/07/exam-board.html' title='Exam Board'/><author><name>Seán</name><uri>http://www.blogger.com/profile/03701709605893250427</uri><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='29' height='32' src='http://1.bp.blogspot.com/_OrzeOzgAgv8/TBEuiKT1Y9I/AAAAAAAAACg/CFCP7tvlfa0/S220/shadow.jpg'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-6884097003095130943.post-8828762199189157499</id><published>2011-06-30T11:45:00.007+01:00</published><updated>2011-06-30T12:17:53.655+01:00</updated><category scheme='http://www.blogger.com/atom/ns#' term='student progress'/><category scheme='http://www.blogger.com/atom/ns#' term='student satisfaction'/><category scheme='http://www.blogger.com/atom/ns#' term='correlation'/><category scheme='http://www.blogger.com/atom/ns#' term='the bleedin&apos; obvious'/><category scheme='http://www.blogger.com/atom/ns#' term='employability'/><title type='text'>Measuring the unmeasurable</title><content type='html'>Jim wondered if anyone had researched the relationship between student satisfaction and teaching quality, and a trawl of the internet showed lots of articles and papers which discuss the issue on a "research shows" basis, without references, or which simply take the relationship for granted. The supporting evidence seems to be hard to locate, so the simple answer seems to be that it is axiomatic that such a correlation exists, and that we are supposed to take this on trust.&lt;br /&gt;&lt;br /&gt;Now, as everyone knows, everything to do with teaching is completely unmeasurable, but what if we were to pretend we might find valid enough measures of learning outcomes, student satisfaction, and so on, and see if there were any correlations between such things as teaching quality and student satisfaction, or teaching quality and job prospects?&lt;br /&gt;&lt;br /&gt;So I took the &lt;a href="http://www.guardian.co.uk/education/table/2008/dec/18/rae-2008-results-uk-universities"&gt;2008 RAE&lt;/a&gt; exercise, and the &lt;a href="http://www.guardian.co.uk/education/table/2011/may/17/university-league-table-2012"&gt;2011 SSS&lt;/a&gt; (as an approximate representation of the satisfaction levels of the students taught by the researchers) and produced this little table*:&lt;br /&gt;&lt;br /&gt;&lt;div class="separator" style="clear: both; text-align: center;"&gt;&lt;a href="http://3.bp.blogspot.com/-_0p99w7c2AU/TgxVNXkKYuI/AAAAAAAAAFo/p4hKdI4FrNM/s1600/table.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"&gt;&lt;img border="0" height="347" src="http://3.bp.blogspot.com/-_0p99w7c2AU/TgxVNXkKYuI/AAAAAAAAAFo/p4hKdI4FrNM/s400/table.jpg" width="400" /&gt;&lt;/a&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;**Bleedin' obvious, but deeply unpopular conclusions - my favourite kind.&lt;br /&gt;&lt;br /&gt;&lt;span style="font-size: x-small;"&gt;*I did not incidentally produce any statistics other than those shown - I haven't only shown the ans
