From DSC:
As Brian Crosby points out in the title of his blog — “Learning is Messy.” 

There is no silver bullet in the world of education that can be used to effectively teach everyone. In fact, if you were to get 100 instructional designers/teachers/professors/instructors/trainers in the same room, you will not be able to find anything close to a strong agreement on what constitutes the best and most effective learning theory as well as the practical implementations of applying that learning theory (even if we were to be talking about the same age range of students). In my Master’s work, I was looking for that silver bullet…but I never found one.

It is very difficult for a professor or a teacher to deliver truly personalized/customized learning to each student in their classroom:

  • How can a teacher consistently know and remember what motivates each particular student?
  • Because so much of learning depends upon prior learning, what “hooks” exist — per student — that he/she can use to hang new information on?
  • Then, what’s the most effective method of delivering the content for each particular student that might shift the content from their working memories to their long-term memories? (And in the process, do so in a way that develops a love for learning that will serve the student well over his lifetime)
  • What’s the best way to assess the learning for each student?
  • Which students cognitive loads are being eaten up due to the nervousness around being assessed?
  • What are the best methods of passing along those learnings onto the students’ future teachers’ for the students’ benefit?

In my estimation, the way we have things setup throughout most K-16 education, this is an impossible task. When there’s typically only 1-2 teachers trying to teach to 20-30 students at a time, how can this type of personalized instruction occur?

However, I believe digital learning and its surrounding tools/ecosystems hold enormous promise for delivering truly customized/personalized learning opportunities.  Such technologies will be able to learn where a student is at, how to motivate them, how fast to push them, and how they best progress through a type of content.  Such tools will provide real-time, learning-related, diagnostic dashboards for professors or teachers to leverage in order to guide and optimize a student’s education.

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So I believe that the promise is there for delivering truly customized/personalized learning opportunities available 24x7x365 — even though we aren’t completely there yet.  But think of the power a teacher would have if he or she had IBM’s Watson AI-based analysis on each student at their disposal! A “guide on the side” using such diagnostic tools could be a ***potent*** ally for a student.*

As such, I see innovative approaches continuing to come to fruition that will harness the power of serious games, analytics, web-based learner profiles, and multimedia-based/interactive learning content. Eventually, a piece of this type of personalized education will enter in via the Smart/Connected TVs of our living rooms…but that’s a post I’m building out for another day in the near future.

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*Another hope I have here is that such technologies will
enable students to identify and pursue their passions.

 


Some items that reinforced this notion for me include:


 

The key link from Bloom (1913-1999) one e-learning paper you must read plus his taxonomy of learning — an excellent item from Donald Clark Plan B (also see Donald’s archives for postings re: 50 top learning theorists)

The 2 Sigma Problem: The Search for Methods of Group Instruction as Effective as One-to-One Tutoring
Benjamin Bloom
University of Chicago | Northwestern University

Excerpt:
Most striking were the differences in final achievement measures under the three conditions. Using the standard deviation (sigma) or the control (conventional) class, it was typically found that the average student under tutoring was about two standard deviations above the average of the control class (the average tutored student was above 98% of the students in the control class). The average student under mastery learning was about one standard deviation above the average of the control class(the average mastery learning student was above 84% of the students in the control class).

Two key items from EdNet Insight’s Anne Wujcik:

Mapping a Personalized Learning Journey – K-12 Students and Parents Connect the Dots with Digital Learning — from Project Tomorrow

Personalizing Learning in 2012 — The Student & Parent Point of View [infographic] — from Project Tomorrow
Excerpt from Anne’s posting:

This first report focuses on how today’s students are personalizing their own learning, and how their parents are supporting this effort. That personalization centers around three student desires: including how students seek out resources that are digitally-rich, untethered and socially-based. The report share the unfiltered views of K-12 students and parents on these key trends and documents their aspirations for fully leveraging the technologies supporting these trends to transform their learning lives.

New ways of learning effects library design — Aaron Cohen Associates

Excerpt:

Technology has impacted the way we use library collections. It has impacted the way we interact in the library building. The landscape of learning has changed so much that we need to ask – “Is someone literate if they can not use digital technology?”

New ways of learning effect library learning spaces
Also see:


Watch the full episode. See more Digital Media – New Learners Of The 21st Century.

What TV operators are missing — from Emma Wells

From DSC:
It may not be that long before the word “learning” can either be added to — or substituted for — the word “TV” below (emphasis mine):

Many of the TV tablet apps have taken a few tentative steps toward personalisation, but no one has fully embraced the potential of TV interfaces that can learn and change according to an individual’s preferences and tastes.

What a lot of these operators seem to be overlooking is the chance not only to offer content anytime, anywhere, but to personalise the entire TV experience.

While watching the main TV tends to be a group experience, watching TV on an app is much more intimate and personal.

 

-- excerpt from What TV operators are missing [Wells]

Addendum on 6/17/11

So many learning style tests, so little time… — from Lasagna and Chips by Joitske Hulsebosch

Excerpt (emphasis DSC):

I’m amazed that there are so many different learning style theories and tests! The families definitely help to choose what you’d want to work with if you are looking for a learning style test. I’d prefer a style test that acknowledges the dynamic nature of preferences. It may depend on the situation and what you want to learn what your preferences are. And I don’t believe in the auditory/visual/kinesthetic learner difference.

I still think the tests are helpful for learners to become self-aware. You can use it as a starting point to reflect about yourself and think for instance about your pitfalls and strengths as facilitator. Or as a learner- what activities work for you? Do you thrive on certain ways of learning? How to strengthen this? The downside is of course that you fill in the tests yourself (rubbish in- rubbish out!), so some feedback from others may be needed too.

From DSC:
I like how Joitske mentioned the word preferences a lot. With all the disagreement whether learning styles exist or not, I do believe people prefer to absorb/learn the required materials in certain formats. Certain manners of taking information in are more enjoyable, easier, or to me, more efficient. I can learn the information most of the ways it might be presented, but I prefer visuals…not all text, as an example. This idea is closely related to developing a love of learning (or conversely, a hatred towards learning).

Millions of TV’s (as completely converged/Internet-connected devices) = millions of learners?!?

From DSC:

The other day, I created/posted the top graphic below. Take the concepts below — hook them up to engines that use cloud-based learner profiles — and you have some serious potential for powerful, global, ubiquitous learning! A touch-sensitive panel might be interesting here as well.

Come to think of it, add social networking, videoconferencing, and web-based collaboration tools — the power to learn would be quite impressive.  Multimedia to the nth degree.

Then add to that online marketplaces for teaching and learning — where you can be both a teacher and a learner at the same time — hmmm…

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From DSC:
Then today, I saw Cisco’s piece on their Videoscape product line! Check it out!

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Math that moves -- the use of the iPad in K-12 -- from the New York Times

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From DSC:
I post this here — with higher ed included in the tags/categories — because if the trend within K-12 continues (i.e. that of using such technologies as the iPad, digital textbooks, mobile learning devices, etc.), students’ expectations WILL be impacted. When they hit our doorsteps, they will come with their heightened sets of expectations. The question is, will we in higher ed be ready for them?

From DSC:
Below are some notes and reflections after reading Visions 2020.2:  Student Views on Transforming Education and Training Through Advanced Technologies — by the U.S. Department of Commerce, U.S. Department of Education, and NetDay

Basic Themes

  • Digital Devices
  • Access to Computers and the Internet
  • Intelligent Tutor/Helper
  • Ways to Learn and Complete School Work Using Technology

Several recurring words jumped off the page at me, including:

  • Voice activation
  • A rugged, mobile, lightweight, all-convergent communications and entertainment device
  • Online classes
  • Interactive textbooks
  • Educational games
  • 3D virtual history enactments — take me there / time machine
  • Intelligent tutors
  • Wireless
  • 24x7x365 access
  • Easy to use
  • Digital platforms for collaborating and working with others on schoolwork/homework
  • Personalized, optimized learning for each student
  • Immersive environments
  • Augmented reality
  • Interactive
  • Multimedia
  • Virtual
  • Simulations
  • Digital diagnostics (i.e. analytics)
  • Wireless videoconferencing

Here are some quotes:

Math and reading were often cited specifically as subjects that might benefit from the use of learning technologies. (p. 5)

No concept drew greater interest from the student responders than some sort of an intelligent tutor/helper. Math was the most often mentioned subject for which tutoring help was needed. Many students desired such a tutor or helper for use in school and at home. (p. 17)

…tools, tutors, and other specialists to make it possible to continuously adjust the pace, nature and style of the learning process. (p.27)

So many automated processes have been built in for them: inquiry style, learning style, personalized activity selection, multimedia preferences, physical requirements, and favorite hardware devices. If the student is in research mode, natural dialogue inquiry and social filtering tools configure a working environment for asking questions and validating hypotheses. If students like rich multimedia and are working in astronomy, they automatically are connected to the Sky Server which accesses all the telescopic pictures of the stars, introduces an on-line expert talking about the individual constellations, and pulls up a chatting environment with other students who are looking at the same environment. (p.28)

— Randy Hinrichs | Research Manager for Learning Science and Technology | Microsoft Research Group

From DSC:
As I was thinking about the section on the intelligent tutor/helper…I thought, “You know…this isn’t just for educators. Pastors and youth group leaders out there should take note of what students were asking for here.”

  • Help, I need somebody
  • Help me with ____
  • Many students expressed interest in an “answer machine,” through which a student could pose a specific question and the machine would respond with an answer. <– I thought of online, Christian-based mentors here, available 24x7x365 to help folks along with their spiritual journeys


Dutch library for the post print era

Forget what you know about good study habits — from the NY Times by Benedict Carey

Take the notion that children have specific learning styles, that some are “visual learners” and others are auditory; some are “left-brain” students, others “right-brain.” In a recent review of the relevant research, published in the journal Psychological Science in the Public Interest, a team of psychologists found almost zero support for such ideas. “The contrast between the enormous popularity of the learning-styles approach within education and the lack of credible evidence for its utility is, in our opinion, striking and disturbing,” the researchers concluded.

Cognitive scientists do not deny that honest-to-goodness cramming can lead to a better grade on a given exam. But hurriedly jam-packing a brain is akin to speed-packing a cheap suitcase, as most students quickly learn — it holds its new load for a while, then most everything falls out.

“With many students, it’s not like they can’t remember the material” when they move to a more advanced class, said Henry L. Roediger III, a psychologist at Washington University in St. Louis. “It’s like they’ve never seen it before.”

When the neural suitcase is packed carefully and gradually, it holds its contents for far, far longer. An hour of study tonight, an hour on the weekend, another session a week from now: such so-called spacing improves later recall, without requiring students to put in more overall study effort or pay more attention, dozens of studies have found.

No one knows for sure why. It may be that the brain, when it revisits material at a later time, has to relearn some of what it has absorbed before adding new stuff — and that that process is itself self-reinforcing.

From DSC:

Re: research on learning styles…I would really like to know if these students were interviewed/reviewed in terms of which methods they preferred to learn by…which methods made learning more interesting…more fun..more efficient.

I’ll bet you “good students” can learn in spite of a variety of obstacles, issues, and/or teaching methods…they’ll learn what they need to in order to get the grade.

  • But which method(s) do they — as well as less “successful” students — prefer?
  • Which methods produce a longer-term ROI (besides just making it past the mid-term or final exam)?
  • Which method(s) are more engaging to them?
  • Which method(s) take less time for them to absorb the material?

We want students to love learning…but if you don’t like something, you surely won’t love it.

Differentiating learning by ‘learning style’ might not be so wise — from Clayton Christensen

First, some quotes from Clayton:

A study commissioned by Psychological Science in the Public Interest called “Learning Styles: Concepts and Evidence,” by Harold Pashler, Mark McDaniel, Doug Rohrer, and Robert Bjork, finds convincingly that, at this point, there is no evidence that teaching to different learning styles—specifically meaning to a student’s apparent preferred modality such as visual or auditory—works. The authors therefore conclude that using scarce school funds toward doing just this doesn’t make sense.

Of course, there appears to still be some disagreement. According to a March 25, 2009 article in The Journal of Neuroscience titled “The Neural Correlates of Visual and Verbal Cognitive Styles” by David J.M. Kraemer, Lauren M. Rosenberg, and Sharon L. Thompson-Schill, there is some evidence that teaching by learning style could make a difference.

Moving outside of this particular debate, this doesn’t change the fundamental point that people learn differently. People don’t disagree with this. There is clear evidence that that people learn at different paces. Some people understand a concept quickly. Others struggle with it for some time before they understand it. We know that explaining a concept one way works well for some people, and explaining it another way works for others whereas it baffles the first group. We also know that this can differ from person to person depending on subject area. One of the key reasons online learning seems to be better on average than face-to-face learning is because time can become variable in an online learning environment so that students can repeat units and lectures until they master a concept and only then move on to the next concept.

From DSC:

What’s the best way(s) to apply all of this? What makes the most sense in how we operationalize the delivery of our content? In my studies on instructional design, there are so many theories and so much disagreement as to how people learn. If you ask for consensus, you won’t get it. So my conclusion is this:

Provide the same content in as many different ways as you possibly can afford to provide. Let the students choose which item(s) work best for them and connect with them. If one way doesn’t connect, perhaps another one will.

Also…yes, we can probably all learn from just text if we have to. But was learning fun that way? Was it engaging? Was it the most effective it could have been? Was learning maximized for the long-haul? Would it have been helpful to see the same content in a graphic, simulation, animation, or in a video?

© 2024 | Daniel Christian