Carl Hendrick Profile picture
Jul 20 10 tweets 2 min read Read on X
Expertise isn't about having more working memory, it's about needing less of it. Experts automate many components in long-term memory and can recognise meaningful patterns instantly, bypassing the need to process individual elements. ⬇️ 🧵
For example, the multiplication tables aren't memorised for their own sake, but because automated arithmetic facts free working memory for algebraic reasoning.
Phonics isn't taught to create little robots, but because automated letter-sound correspondences liberate the cognitive resources necessary for comprehension and analysis.
Effective instruction should therefore be unapologetically foundational and cumulative. Students need extensive practice with basic components until recognition becomes automatic.
This reveals a fundamental paradox in learning: to begin thinking at higher levels, we must first stop thinking about lower levels.
Yet this creates a timing problem. The payoff from automation is delayed, students must invest significant cognitive effort in foundational skills before experiencing the liberation that expertise provides.
This is why explicit instruction and guided practice matter so profoundly: they provide the scaffolding necessary to build automated systems without overwhelming working memory in the process.
Like financial compound interest, cognitive automation creates exponential returns over time. Each automated component frees cognitive resources that can be invested in learning the next level of complexity.
The student who has automated reading can focus on literary analysis. The mathematician who has automated algebraic manipulation can engage in proof construction. The historian who has automated chronological frameworks can engage in causal reasoning across complex historical narratives.
But this compounding effect also explains why gaps in foundational knowledge become increasingly difficult to remediate. Students who lack automated number sense struggle with algebra not because they can't understand abstract thinking, but because their working memory is consumed by basic arithmetic that experts perform unconsciously.
When students struggle with complex tasks, the solution isn't to simplify our expectations or assume lower ability. Instead, we must examine what foundational components require conscious processing and systematically work to automate them. The goal isn't to make learning easier, but to make the difficult appear effortless, just as it does for every expert in every domain. 🧵

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More from @C_Hendrick

Jul 3
New study: A single 10-minute retrieval practice activity significantly improved final exam performance compared to a review session. But there's a lot more to this study 🧵⬇️ Image
The intervention was 10 minutes of students taking an unexpected, closed-notes practice test consisting of:
- 10 multiple-choice questions created by the instructor
- Questions focused on key concepts likely to appear on the final exam
- Each question had four answer choices
- Questions assessed recall or comprehension of foundational concepts

Students were told it was ungraded and framed as preparation for the final exam. Immediately after the 10-minute test, the instructor provided corrective feedback, explaining why each answer was correct or incorrect.
The passive review was a brief PowerPoint-based presentation where the instructor delivered key concepts as bullet points to the class. Specifically, the review group received:

The same content that was tested in the retrieval practice group
Information presented in bullet-point format on slides
Instructor clarification of misconceptions
A structured overview of concepts likely to appear on the final exam

This is what the study calls a "more common instructional approach"; essentially a traditional pre-exam review session where students passively receive information rather than actively retrieving it from memory.
Read 9 tweets
May 4
This new paper is a great example of desirable difficulties in practice: Interleaving spelling tasks led to better performance on later spelling tests, even though it was harder during practice. 🧵⬇️ Image
What is interleaving and how does it work? Essentially it's really about a kind of discrimination: when learners encounter different items back-to-back, they must pay attention to what distinguishes one from the next. This strengthens their ability to categorise and apply the right rule or strategy.

Interleaving stands in opposition to "blocked practice", which is when learners focus on one type of problem, skill, or concept at a time and repeating it over and over before moving on to the next.Image
The key thing to understand about interleaving is that it leads to poorer performance in the short term, BUT better learning in the long-term.

While blocked practice can feel easier and lead to better short-term performance, it often results in poorer long-term retention and weaker transfer because it doesn’t require learners to distinguish between different types of problems or rules.Image
Read 12 tweets
Apr 4
Once again, matching teaching to learning styles has near-zero impact on student achievement. I've noticed a resurgence of the learning styles myth recently so this new study is timely. 🧵 ⬇️Image
9 out of 10 teachers still believe in the myth despite being thoroughly debunked by cognitive science. We've known this for 10 years. This to me is the most sobering aspect of all this and again, shows the pressing need for teachers to get proper training on how learning happens. Image
Even worse, the learning styles myth is still a part of teacher training in some quarters. Image
Read 9 tweets
Mar 18
Why The Forgetting Curve Is Not As Useful As You Think. Ebbinghaus' research was groundbreaking for the time but it's not really how learning happens in authentic learning situations ⬇️🧵Image
I see a lot of training where school leaders use Ebbinghaus as a vehicle to talk about retrieval practice. While the basic premise is important, I don't think it's particularly useful for teachers because it's not really how learning happens in authentic learning situations.
The forgetting curve shows that memory loss follows an exponential pattern—we forget rapidly at first, then more slowly over time. This reinforced the idea that spaced repetition can help prevent forgetting. Image
Read 7 tweets
Mar 14
New paper asks why have the same major motivation theories (self-determination theory, expectancy-value theory, achievement goal theory, etc.) dominated educational psychology for decades with little change? ⬇️ 🧵 Image
Dominant motivation theories are valuable but underspecified. The paper acknowledges that current theories have "provided tremendous advancements in the understanding of motivation" and led to successful interventions, but argues they don't adequately explain how motivation actually works at a mechanistic level.Image
There is a common formula of motivation theories. Most theories follow a similar structure where "adaptive forms of motivation (e.g., need satisfaction, mastery goals, self-efficacy) predict positive outcomes," while "maladaptive forms predict negative outcomes." This makes them somewhat obvious and difficult to distinguish from each other.
Read 12 tweets
Feb 13
What's the "sweet spot" for spacing out practice? for students scoring below 35% they likely need more instruction or support first, while students scoring above 75% probably won't gain much from spacing out their practice. onlinelibrary.wiley.com/doi/pdf/10.100…Image
Specific evidence for this claim: "In Barzagar Nazari and Ebersbach's (2019a) study, the advantage of distributed practice occurred only for students scoring 3–7 out of 9.5 points, that is, 32%–74% on the first practice set. In Ebersbach and Barzagar Nazari's (2020a, Exp. 2) study, the advantage of distributed practice on transfer performance occurred only for students scoring >3.5 out of 9 points, that is, >39% on the first practice set." (p.12)
The most interesting thing about this to me is that spaced practice probably won't have much impact on students who have scored 75% or more, since they've already mastered the material which really underlines the importance of assessment for learning. In DI this is called 'placement' or mastery testing. Basically you need to know where students are at to make effective decisions about instructional strategies:

"mathematics textbook authors, teachers, and students are encouraged to adopt this practice strategy also with complex materials taking initial practice performance into account." (p.12)
Read 7 tweets

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