Sarah Cottinghatt Profile picture
Mar 10, 2022 15 tweets 3 min read Read on X
Teaching is rewarding and challenging.

Here are 4 *counterintuitive concepts* about how we learn🧠
They add to the challenge but once we know them, they can guide our thinking.

You may be able to add to them...🧵
(1) To increase expertise, *don't* do as the experts do.

Why?

Putting pupils in the position where they have to "think like an expert" ignores the process of learning that got experts there.
There's no short-cut to expertise. Pupils need to build rich, well-connected schemas.

To do this, a lot of what pupils need to do looks nothing like 'expert thinking'.
I like Christodoulou's (2019) marathon analogy:

You don't start training for a marathon by running marathons. You eat right/sleep right, do short fast runs & slower longer ones.

These things look nothing like the end goal. You only run marathons once you've done these things.
So what?

To answer an exam q well, pupils need a lot of domain-specific knowledge. They don't learn this knowledge best by attempting exam qs. They do a load of things that look nothing like exam qs: watch modelling, learn small bits of knowledge, practise short answer qs etc.
(2) Pupils' performance may not be a good indicator of learning.

Why?

Learning is a long-term process.

If you've taught something new and pupils are performing well on the task, that doesn't mean it's been learned.

To infer learning, we need to check over the long term.
Also (and what could feel more counterintuitive than this) -

Conditions that impair performance in the short term can improve learning in the long term...
... and conditions that make performance improve quickly often fail to support long-term learning (Bjork & Bjork, 2020).
So what?

At the appropriate time, use techniques that slow performance yet improve learning e.g. retrieval, spacing, interleaving.

These can be tricky to implement well though (Perry et al., 2021), and considering pupils' motivation may be important too (Bjork & Bjork, 2020).
(3) Pupils don't learn what you teach them

Why?

Everyone's prior knowledge is different and you can only understand new information in relation to what you already know.

Therefore...

Pupils learn *their interpretation* of what you teach them.
So what?

Employ the cycle of checking what pupils know, linking new material to what they know and checking what they have understood.

However...
There are some (subject-specific) common misconceptions pupils have.
We could let teachers, through trial and error, discover common misconceptions their pupils are prone to
OR
(Much better) we can share common misconceptions to look out for and practise how to overcome them.
(4) What looks like a generic skill (analysing, inferring, evaluating), is actually underpinned by loads of domain knowledge.
Why?

There's no one 'evaluation' area of the brain that does all the evaluating.

We use our knowledge of a topic to weigh up pros and cons and reach a conclusion.

Try this...
Evaluate which character in 'An Inspector Calls' is most to blame for Eva Smith's death.

Sure, knowing generically what evaluation means helps, but the quality of your answer depends upon the knowledge you have about the play.

The skill cannot be divorced from the content.
So what?

Teaching generic lessons on how to infer/interpret/analyse etc devoid from the specific knowledge we want pupils to practise making inferences etc about, are unlikely to be useful.

Build domain knowledge and get them to practise applying it in these different ways.

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More from @SCottinghatt

Nov 28, 2025
Self-efficacy, agency and SEND. Gosh this was good!🧵

@nmgilbride on...

Why does self-efficacy matter, particularly for children with complex needs?

A thread...
"Agency is our north star"

Agency is knowing and feeling that we can shape and influence the direction of our lives.

We can't control our lives but we need to feel there are things we can do to shape the direction... Image
"Agency isn't just held within; it's held within the environment we are in."

Much of the time the environment exerts influence on our feeling of agency, it might be the physical environment, the relationships, etc…
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Aug 20, 2025
When people hear adaptive expertise, they might picture a maverick teacher throwing out the plan, improvising wildly, chasing novelty.

But that’s not what it is... 🧵
In reality, adaptive expertise rests on a backbone of efficiency: clear instructions, smooth routines, efficient behaviour management.

These routines free up bandwidth to notice, interpret, predict and adapt...
But adaptive expertise doesn't mean just doing techniques.

It’s understanding why they work, when they work, and under what conditions.

That’s why mental models of learning matter.

It's also...
Read 7 tweets
Aug 8, 2025
3 important things to know about how the brain works:

Brains -
➡️Predict
➡️Preserve
➡️Protect

(Inspired to write this by a great talk from @C_Hendrick and panel with @HughesHaili and @PepsMccrea at the Steplab expertise conference!)
1/Brains *predict*
We don't just passively encounter our environment; we actively predict what might be about to happen. This is optimal for survival.

On what basis do we make these predictions?
Based on consolidated knowledge in long-term memory. These frameworks of knowledge allow us to anticipate what might happen and update to better reflect 'reality' (at least as we perceive it).

Why does this matter?
Read 20 tweets
Jun 11, 2025
First up @C_Hendrick 🧵 Image
Are we evidence informed ?

We expect teachers to make fine judgements about important things without good evidence…

Health produces loads more research than the field of education -
9/10 teachers believe in things that are not true about learning 🙁 Image
Read 21 tweets
Feb 14, 2025
🧵Getting people to learn is *hard*.

I'm trying to flip the way I think so that I make better assumptions about learning.

Here's how it's going (plea for help at the end)

I now see three learning DEMONS 👿👿👿
....
👿#1 Assuming Attention

The Demon: thinking that students are listening without any actual evidence (silence is a poor proxy!).

@adamboxer1 writes so well on this here and in threads:

What to do about it:achemicalorthodoxy.co.uk/2022/11/30/the…
Get 100% visible attention:

Use clear commands like "Hands empty, eyes on me" to ensure everyone appears focused before you start talking.

But this alone isn't enough -
Read 9 tweets
Jan 30, 2025
Working with schools and trusts has taught me a very valuable lesson.

There’s almost *no point* in talking about improving teaching practice without one key thing:

A *shared mental model* of how people learn

Why is this so important? Let’s break it down...🧵 Image
#1: It Focuses Everyone on the Same Problems

Our mental models guide how we *see* situations, i.e. what we notice and interpret.

Very different mental models of how learning happens = very different conceptions of great teaching.

This is an issue when-
- we try to diagnose what teachers might need support with.

We spot very different problems! Image
Read 13 tweets

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