StudentLife: Assessing Mental Health, Academic Performance and Behavioral Trends of College Students using Smartphones

A totally fascinating study of students conducted using a massive amount of automatically collected data from smartphones along with other data collected from other systems and via surveys to come up with a large set of correlations relating to everything from mood to GPA. This would win a top paper award in any conference I can think of.

Too much to summarize here, and many more questions emerging from it than it answers, but this should keep a load of researchers busy for years to come. I’m certainly going to be picking this over carefully now that I’ve read it through once. I highly recommend that anyone involved in education (staff or students) should read this! But it should be read with great care and with all critical faculties on full alert. This was a very specific group of students in a very specific context and it would be highly dangerous and irresponsible to extrapolate any generalizations at all from any of this, though I bet some people will. There are lots of things that warrant further investigation – active students were happier and did better but lack of activity, especially at night, seems correlated with higher GPAs, for example, and there are some big fuzzy areas in the sampling that involved a lot of interpretation that was unlikely to be particularly accurate much of the time. The finding that I find particularly appealing is the discovery that classroom attendance had no correlation with academic performance at all: I almost laughed out loud at this one. As always, however it’s not what but how that matters. This suggests to me that someone really needs to work on their classroom activities rather than that classroom teaching does no good, and I would really like to know a lot more about the students who skipped classes before even drawing conclusions from this small dataset let alone more broadly. The other big issues here surround the need for careful interpretation and more qualitative data to explore causes: all this shows are correlations, some of which seem to imply obvious things (e.g. students that study rather than party tend to get better grades but they tend to be lonelier) but many of which are more complex and should be considered in context and at a whole systems level.

The anonymized dataset is available for downloading.

Address of the bookmark: http://studentlife.cs.dartmouth.edu/studentlife.pdf

Professor forces students to buy his own $200 textbook

This article is actually purportedly about the very unsurprising discovery that students who can’t afford textbooks are downloading them illegally, even for ethics classes. Shocking! Not. However, the thing that really shocks me about this article is the example given of the professor demanding that his students purchase his own $200 etextbook. Piracy seems a pretty minor crime compared with this apparently outrageous, blatant, extortionate abuse of power. 

 

Address of the bookmark: http://www.washingtonpost.com/blogs/answer-sheet/wp/2014/09/17/more-students-are-illegally-downloading-college-textbooks-for-free/

The Serious Limitation of Rote Memorisation You Probably Don't Know About (And It's Undermining Learning)

Report on an interesting study showing how rote learning of some things results in increasingly creative interpretations of what we have tried to learn, which means it actually gets in the way of remembering, even though more details are recalled. The researchers note that this is not an issue with simple memorization of numbers, words, etc, but it can be an issue where more complex and relational things need to be recalled – the report mentions understanding the solar system as an example and the researchers used recollection of things in pictures for their study for their testing. In such cases, repetition means more things are remembered, but more things are remembered wrong. I’m wondering whether this affects different kinds of rote memorization, such as the muscle memory used when playing a musical instrument, or learning lines in a song or a play. I’m guessing these are more akin to simple recollections of words because they are a linear sequence, whereas the ways we perceive pictures rely on us choosing where to focus. 

Address of the bookmark: http://www.opencolleges.edu.au/informed/news/limitation-of-rote-learning/

Teaching Crowds: Learning and Social Media

The free PDF preview of the new book by me and Terry Anderson is now available from the AU Press website. It is a complete and unabridged version of the paper book. It’s excellent value!

The book is about both how to teach crowds and how crowds can teach us, particularly at a distance and especially with the aid of social software.

For the sake of your health we do not recommend trying to read the whole thing in PDF format unless you have a very big and high resolution tablet or e-reader, or are unusually comfortable reading from a computer screen, but the PDF file is not a bad way to get a flavour of the thing, skip-read it, and/or to find or copy passages within it. You can also download individual chapters and sections if you wish. 

The paper and epub versions should be available for sale at the end of September, 2014, at a very reasonable price. 

Address of the bookmark: http://www.aupress.ca/index.php/books/120235

Have we all been duped by the Myers-Briggs test?

Not all of us, no.

But, if you reckon there is any validity at all to personality tests, learning styles and all such pseudo-scientific hokum the answer is ‘yes’, you have been duped. This digestible and brief article presents a small sample of the compelling evidence.

Address of the bookmark: http://fortune.com/2013/05/15/have-we-all-been-duped-by-the-myers-briggs-test/

Expecting to teach enhances learning and organization of knowledge in free recall of text passages

Very interesting confirmation of something that all teachers know – that the best way to learn is to teach. This uses an experimental method that shows much less than it could and claims much more than it shows.  The researchers have simply shown better memory retention by learners in one particular task due to the expectation of having to teach others. But it’s still useful evidence that is supported by several educational theories and it helps to confirm the value of teachback. As they suggest (though apparently unaware that this is a widespread practice) pedagogies that make use of this phenomenon work well and are highly efficient.

Abstract:

The present research assessed the potential effects of expecting to teach on learning. In two experiments, participants studied passages either in preparation for a later test or in preparation for teaching the passage to another student who would then be tested. In reality, all participants were tested, and no one actually engaged in teaching. Participants expecting to teach produced more complete and better organized free recall of the passage (Experiment 1) and, in general, correctly answered more questions about the passage than did participants expecting a test (Experiment 1), particularly questions covering main points (Experiment 2), consistent with their having engaged in more effective learning strategies. Instilling an expectation to teach thus seems to be a simple, inexpensive intervention with the potential to increase learning efficiency at home and in the classroom.

Address of the bookmark: http://link.springer.com/article/10.3758/s13421-014-0416-z#page-1

Assessment in historical perspective

Fascinating article by Ben Wilbrink (1997) that traces the evolution of assessment approaches, mainly in higher education, from mediaeval times. In the process this offers some intriguing insights into how universities themselves, and the pedagogies with which we are familiar, evolved.

Address of the bookmark: http://benwilbrink.nl/publicaties/97AssessmentStEE.htm

On the Design of Social Media for Learning

A paper by me and Terry Anderson that draws ideas about soft and hard technologies and our model of social forms together.

Abstract: This paper presents two conceptual models that we have developed for understanding ways that social media can support learning. One model relates to the “social” aspect of social media, describing the different ways that people can learn with and from each other, in one or more of three social forms: groups, networks and sets. The other model relates to the ‘media’ side of social media, describing how technologies are constructed and the roles that people play in creating and enacting them, treating them in terms of softness and hardness. The two models are complementary: neither provides a complete picture but, in combination, they help to explain how and why different uses of social media may succeed or fail and, as importantly, are intended to help us design learning activities that make most effective use of the technologies. We offer some suggestions as to how media used to support different social forms can be softened and hardened for different kinds of learning applications.
 

Address of the bookmark: http://www.mdpi.com/2076-0760/3/3/378

Gordon Pask PDFs

A great collection of papers and even the odd full book by the late great Gordon Pask. His cybernetic theories of learning, especially in the form of conversation theory and the value of teachback in learning, have been very influential (notably through the work of Diane Laurillard) and deserve to be more so. His serialist/holist learning style theory is one of the few that I find even slightly compelling because it actually relates teaching to learning style though, like all the rest of the genre, it makes little sense apart from as a useful reminder that there are infinite different ways to teach the same thing. His systems views of learning are, on the other hand, unequivocally brilliant. Sometimes difficult reading, but the effort pays off.

Address of the bookmark: http://www.pangaro.com/pask-pdfs.html

Book: Reusing Open Resources

Now in print, a new and interesting edited book by Allison Littlejohn and Chris Pegler on open educational resources, (disclaimer: includes a chapter by me and Terry Anderson).  Apart from us, Allison and Chris have gathered a great bunch of people together to explore issues from some distinctly learner-oriented perspectives, and across a broad range of contexts, including informal and non-formal learning as well as in formal education.

If you want to get a good flavour of the kind of chapters it contains, and in keeping with the subject matter, a few selected chapters (including ours) have been published openly at http://jime.open.ac.uk/jime/issue/view/2014-ReusingResources-OpenforLearning

Address of the bookmark: http://routledge-ny.com/books/details/9780415838696/