another post in the wall

Futuristic retro neon landscape of a human mind with circuitry, overloading with sparks and glowing lines.

Sources of Cognitive Load

Stephen Downes comes right out of the gate in response to this article from The Learning Scientists: Sources of Cognitive Load:

I’m just going to come out and say it: there’s no such thing as cognitive load. The concept of ‘cognitive load’ is at least as mythical as ‘learning styles’. Stephen Downes

I would love to pull up a chair in a conference plenary where that statement is made. Largely because of how my peers (probably me at many points in history) act around so-called myths in learning. In fact, a conference I was at recently one of the audience members made some derogatory comment about learning styles and the room filled with chuckles. There was even a whole conference session on big myths in L&D: learning styles, generations, and personality types. But should you suggest that Cognitive Load Theory isn’t all its cracked up to be, or to the extreme Stephen goes to say it’s as mythical as learning styles would cause a riot.

I seem to be bumping into a lot around this idea lately, whether it’s through the Best Practices lense, evolving literature and practitioners not investigating new ideas, or something else. Recently, Dave Cormier shared a post from Alfie Kohn about CLT (not a huge Kohn fan myself, but the post was interesting). One thing that came up in the post points to something that I’ve written about recently that is often missed when we boil things down to learning “fact” and learning “myth”, boundary conditions.

Reducing cognitive load isn’t always desirable. CLT warns us off of having students construct meaning and discover solutions because that’s less efficient than just showing them the preferred way to get the answer. But what kind of teacher cares only about efficiency? “Conditions that maximize performance in the short term may not necessarily be the ones that maximize learning in the long term.”29 That’s because “learning can be impeded…when too much help is provided.”30 To put it the other way around, “Increasing the cognitive load under certain circumstances can improve learning.”Alfie Kohn

Context is so often ignored, on both sides. From a hard L&D stance, desirable difficulty (a whole branch of research I think Bjork & Bjork have published about in recent years, but relates to Vygotsky’s ideas of the zone of proximal development) is often ignored, in favour of a strict adherence to one interpretation of CTL. On the other hand, Kohn’s comment of what “teacher cares only about efficiency” is also a misdirection. It would be odd for a teacher to care only about efficiency, but does context come into play? Can a teacher prioritize efficiency in some cases and not others?

Similar to the learning styles debate, perhaps it’s better to focus on what we can apply. The most important thing we learned from LS was not that audio only is the best way for someone to learn anything, but that multiple modes of representation are important to support learning (you now find this in UDL). Helpful pieces of CLT might not be to strip everything down to a bare minimum, but maybe we can take away that it’s probably a bad idea to have music blaring in the background of an instructional video.

7 responses to “Sources of Cognitive Load”

  1. Thanks! In particular the ‘Split Attention’ part of CLT is completely outdated and should finally be retired.

    1. Thanks for the link Matthias! After a quick refresher, I saw that Split Attention was proposed to be replaced by spatial and temporal contiguity only 25 years ago!
      I like your cmap concept of having the pane on the side for details. Image hotspot interactions probably originated from the research around split-attention, but I find in most cases image hotspots are terrible user experiences, and would be quite challenging to implement effectively for the specific case of cmaps. I tried your demo briefly, but if there was a full demo map somewhere I’d love to see what a finished product looks like.

      1. Now there is a more complete demo here https://www.youtube.com/watch?v=cEvLxuJmLTk . Thanks for the nudge.

        1. That demo is really helpful to see how it all works! Thank you for sharing that.

  2. I am not an educator, so I don’t have specific examples for teaching a concrete subject topic, and currently, my tool is optimized for manipulating one’s own notes, not for showing things off.

    But perhaps you could create a learning experience by inserting content like https://supp.apa.org/psycarticles/supplemental/edu0000720/edu0000720_supp.html
    (just split into sentences and then drop the whole text onto the Condensr canvas), and then have students highlight and connect the concepts, see this demo.

    I have also tested with some edu-related content and a new H5P content type here https://mmelcher.org/wp/uncategorized/connected-h5p-hotspots/ (full interactive is here http://x28hd.de/demo/?sliders.xml ).

    Thanks for your interest!

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