Peps Profile picture
Sep 20, 2023 29 tweets 6 min read Read on X
I've been thinking hard about the science of learning for the last 15 years.

Here are 5 big ideas that every teacher should know, and how they hang together.

NOTE

The aim of this thread is to offer a coherent, big picture perspective of the most relevant insights around the science of learning.

An overarching structure for your mental model of learning.

It's not an attempt to provide a complete or nuanced account.
BIG IDEA 1

→ Memory is a powerful lens for thinking about teaching.

Memory has a bad rep in education. It conjures up rote memorisation and superficial nmenonic devices.

However, I think we risk throwing the baby out with the bathwater if we ignore memory.

For 2 reasons...
Firstly, memory is an inextricable part of learning.

Without remembering (or forgetting), there can be no learning.

If we aspire to great teaching, then there's mileage to be had from understanding the mechanics underpinning memory.
Secondly, adopting a memory lens opens us up to a huge body of empirical evidence from the cognitive sciences.

Cogsci controls for some the chaos of the classroom, and gives us insights that no amount of experience can generate.

Insights that power up our intuition.
CAVEAT

Employing memory as a lens on learning is only *one* perspective, and fairly individualistic, reductionist one at that.

It doesn't do a good job of incorporating social, cultural or motivational aspects of the process.

But that definitely doesn't render it useless.
Some have asked if cogsci is a fad?

But that feels a bit like asking a doctor if biology is a fad. Cogsci is simply one of the foundational fields for our profession.

If we want to build better professional judgement, we need to lean on evidence as well as experience.
BIG IDEA 2

→ Memory is most usefully thought of as 2 interacting components:

• Long-term memory (LTM)
• Working memory (WM)
LTM includes things such as understanding, skills, beliefs, identity etc. It is what we *know* and who we *are*.

It can be helpful to think of LTM as our mental map of the world.
WM is the instrument that focusses our attention on something, and tries to make sense of it.

If LTM is our mental map, then WM is the pencil that authors our map. Image
'What we think about is what we learn'

— @DTWillingham
@DTWillingham Within this lens:

Our goal as teachers is to help our students build their LTM, and the way we do this is by harnessing and directing their WM.

The more we understand WM, the better we can wield it.
@DTWillingham BIG IDEA 3

→ Our WM has a limited capacity.

We can only think about a few things at once.

It's a bit like juggling. If we add too many balls, we drop them all. Image
@DTWillingham If you want to know what it feels like to overreach our limited WM capacity, give yourself 5 seconds to memorise this 6-string:

CIBNTF
@DTWillingham Now look away and test your recall. Did you remember it?

Probably.

Now try again, but this time with a 9-string:

VNCFIBNTO
@DTWillingham How did you get on?

If you found it easy to hold 6 characters in mind, but struggled with 9... congrats, you're normal 👊

12-strings like this are well beyond most:

BVNCCFXIBNTO

*Whatever normal is
@DTWillingham It was George Miller, in a 1956 paper, who famously suggested that we can remember 7+-2 items.

However, this was for simple character strings. For anything more complex (like the stuff we teach in schools), that number drops *fast*.
@DTWillingham PAUSE

Can't we just increase the WM capacity of our students?

So far, no-one has discovered this secret sauce.

*Some have even been sued over claims they have (cough Luminosity cough)

**Plus, there are reasons why it might be important to have a limited working memory.
@DTWillingham BIG IDEA 4

→ LTM can help us overcome our WM limits.

The deeper and more fluent our LTM, the less our limited WM it takes up.

Take the beastly 12-string from earlier:

BVNCCFXIBNTO

If we re-arrange the letters, suddenly most people can recall it:

BBCITVCNNFOX
@DTWillingham Our 'deep & fluent' understanding of TV acronyms has effectively reduced the number of items we're trying to recall from 12 to 4.

Reading is another great example of this effect.

Despite limited WM you can decode this string of 83 characters with speed and ease.
@DTWillingham This relationship between LTM and WM is an example of the Matthew Effect.

→ The more we know, the faster we can learn.

This reciprocal relationship is the heart of education, and teaching seeks to keep the beat.
@DTWillingham BIG IDEA 5

→ Memory is organic, not digital.

Memories are stubborn to seed, often incomplete, and subject to interference from new memories and the act of recollection.

Our LTM is more like a forest than a library. Image
@DTWillingham To get a feel for this, try quickly sketching a £5 note.

Then scroll to the end of this thread to see how accurate you were.

Despite seeing a fiver numerous times, most of us only have a partial memory of what it looks like.
@DTWillingham Memory may be powerful, but it is also delicate and unwieldy.

The more we treat it as a 'living thing', the more likely we are to harness it in service of learning.
@DTWillingham If you want to read more about this stuff, there are loads of great resources around.

I've pulled together a few of the finest on the link below ⤵️

pepsmccrea.com/resources/
Image
@DTWillingham SUMMARY

1. Memory is a powerful lens
2. Memory is most usefully thought of 2 interacting components: WM & LTM
3. Our WM has a limited capacity
4. LTM can help us overcome our WM limits
5. Memory is organic, not digital
@DTWillingham These big ideas have provided me with solid foundations upon which to build a more nuanced understanding of learning.

Let me know how your foundations differ.

👊
@DTWillingham PS. Picture of a fiver as promised ⤵️ Image
@DTWillingham PPS. I write a weekly 5-min email for teachers interested in this kind of stuff....

snacks.pepsmccrea.com
Image

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More from @PepsMccrea

Jul 9
🔥 16 hottest education related research papers from the last 8 weeks:

(all open source 🔓)

1/ Review of RCTs on growth mindset in schools

→ finds strongest studies show near-zero impact, so large-scale investment may not be warranted

bera-journals.onlinelibrary.wiley.com/doi/10.1002/re…
2/ Longitudinal study of ‘teaching to the test’

→ finds increased TTT before exams may (in contrast to common views) actually boost intrinsic motivation, importance, and utility

sciencedirect.com/science/articl…
Read 17 tweets
Jul 6
Composite Planning (vs solo planning).

Leveraging specialisation & scale for better education:

Image
The quality of any lesson plan (or sequence) is limited by the expertise of the planner and the amount of time available for planning.

Also, the things we teach are often largely similar across many classrooms and schools.
It is for these 3 reasons that—as a profession—we should be thinking hard about 'composite' (rather than solo) approaches to planning.
Read 15 tweets
Jul 3
Despite best intentions and significant investment, England’s SEND system is failing too many students and their families. To fix it, we need to understand why.

Mega-thread summary of my presentation at #FestivalOfEducation today:

Image
This story has 3 parts:

- 5x signs that the system is under strain
- 5x potential drivers of system failure
- 5x principles for more inclusive teaching

IMPORTANT: These school-oriented principles are only ONE PART of a much wider solution to a very serious challenge.
First up, Part 1:

→ Five Signs the System Is Under Strain

(aka the situation is real)
Read 24 tweets
Jun 29
A large part of being an expert planner is about having specific knowledge in 3 areas:

Image
Getting the process of lesson planning right is important when it comes to optimising student learning and teacher workload.

However, it's only a small part of what’s required to actually produce a highly effective plan (and lesson).
We also need significant amounts of domain-specific knowledge, including:
Read 14 tweets
Jun 1
Distractions consume more learning time than we tend to think.

Here's the lowdown:

Image
We (and our students) can only pay attention to and think about a very few number of things at once.

Managing this precious attention is important because what our students attend to is what they end up learning about.
We want them attending to the substance of our teaching, the content of our curriculum... everything else is a distraction.

The problem is that the classroom is a potentially distraction-rich environment, unless we take deliberate steps to stem it.
Read 15 tweets
May 18
🔥 15 hottest edu-research papers from the last 15 weeks:

(all open source 🔓)

1/ Study on teacher enthusiasm

→ finds that teachers who see themselves as enthusiastic use more positive lingo, but students don’t always pick up on this.

bpspsychub.onlinelibrary.wiley.com/doi/10.1111/bj…
2/ Study testing student confidence rating of answers

→ finds it shifts the focus from understanding to memorisation, making knowledge harder to apply.

link.springer.com/article/10.100…
Read 16 tweets

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