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

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Peps

Peps Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @PepsMccrea

Mar 9
It’s important to consider *measurement error* when assessing learning.

Otherwise, there is potential for misplaced confidence:

Image
Reliability refers to the ability of a measure to produce a similar result under similar conditions.

If I weigh 70kg and my scales always show 70kg, they are reliable. Lovely.
However, when I use my scales in the garden, they aren't quite as reliable (the grass messes with their mechanics).

They tend to fluctuate by about 2kg, and so for me they show a result somewhere between 68-72kg.
Read 12 tweets
Mar 2
Maximising assessment validity:

(An attempt to make sense of this stuff)

Image
So...

Validity refers to the extent that any inferences we draw from an assessment are a true reflection of reality.

If I weigh 70kg and my scales always show 70kg, then we might say that they are valid.
Reliability is one component of validity.

It refers to the ability of a measure to produce a similar result under similar conditions.
Read 12 tweets
Feb 9
To harness norms, accentuate the positive.

A short thread:

Image
Norms are the unwritten rules that govern the behaviour and attitudes of a group.

They are so powerful that they often override more formal rules or policies.
The best way to harness the power of norms in school is to raise the visibility of those behaviours and attitudes that we want others to emulate.

What we amplify, we encourage.
Read 10 tweets
Feb 5
16 must-know edu-research papers from the last 16 weeks:

(all open source 🔓)

1/ Study exploring ‘warm-strict’ teaching

→ finds that combining deep care and high expectations helps to guide learning and build strong relationships

sciencedirect.com/science/articl…Image
2/ Pre-print comparing ability grouping vs mixed-ability from @JohnPeterJerrim

→ finds no clear differences in student outcomes (but primary teachers feel slightly more able to help struggling and high-achieving students with ability grouping)

johnjerrim.com/does-within-sc…Image
Read 18 tweets
Feb 2
Norms are more powerful than rules. How to leverage this idea in school:

Image
Norms are the unwritten rules that govern the behaviour and attitudes of a group (such as a society or school).

They are so powerful that they tend to override more formal rules or policies. Which is why, in schools, we ignore them at our peril.

The power of norms arises from two main mechanisms:
1/ Life is complex and uncertain.

Adopting the behaviours and attitudes of others is a quick and safe bet. This is why authors (like me) strive to get quotes on the front of our books and 5-star reviews on Amazon.
Read 12 tweets
Dec 8, 2024
40 of most fascinating edu-threads from the last 4 months:

1/ @C_Hendrick on the history and evidence around open-plan classrooms

@C_Hendrick 2/ @teacherfeature2 on how to cultivate psychological safety in school

Read 43 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us!

:(