cognitorium
/ kɔg•nə•toː•riː•əm /
noun, place of learning
dr swain’s cognitorium
A NEW BLOG ABOUT teaching, Teachers, Learners, and Learning.
The Cognitorium is a place which holds the learning experience as sacred. Journey with me as I put the Science of Learning into practice, honouring the experiences, motivations, and curiosities of my students—young and old.

ABOUT
Dr Nathaniel Swain
I am a Teacher, Instructional Coach, Researcher and Writer. I am passionate about language, literacy and learning, and effective and engaging teaching for all students.
I am a Senior Lecturer of Learning Sciences and Learner Engagement at La Trobe University’s School of Education.
Over my career, I’ve worked with students and teachers in a range of government school settings including Brandon Park Primary School in Melbourne’s East.
In 2019, I founded a community of teachers and other educators committed to the Science of Learning: THINK FORWARD EDUCATORS.

TEAChING Practice
Instruction
Student Engagement
Language
Literacy
Linguistics
Mathematics
Science
Humanities and Social Sciences
news, events, media
Teacher Insights from Catalyst, Season 3, Episode 1, with Nathaniel Swain
In this episode, Dr Nathaniel Swain talks about:
Today’s educational landscape
His classroom experiences and how teachers can leverage the Science of Learning fundamentals for success
How educators can strike the right balance between direct instruction and inquiry-based learning in a way that aligns with cognitive science
What makes feedback effective for learning, and some of the common mistakes teachers make when giving feedback
His new book Harnessing the Science of Learning
His charity Think forward Educators
This is a fascinating listen for both those well-versed in the Science of Learning and those eager to learn more.
TES Magazine, June 3, 2025, By Holly Korbey
The reading wars have been “vociferous” in Australia, says author and LaTrobe senior lecturer Nathaniel Swain. University professors who train teachers have been especially resistant to reforms. “They saw phonics as being really backward, and just one part of a range of ways of teaching students to decode or to teach them to make meaning,” Swain says.
Book Review, by Matt Pittman
Harnessing the Science of Learning by Nathaniel Swain, PhD is an engaging guide for educators and leaders aiming to enhance teaching practices through evidence-based strategies. Dr Swain, a Senior Lecturer in Learning Sciences at La Trobe University, brings his extensive experience as a teacher, instructional coach, and researcher to this work, offering practical approaches for key areas of school improvement.
Australian Teacher Magazine, April 22, 2025, By Sarah Duggan
A new podcast that is aiming to blow apart the misconception that explicit teaching is robotic and inflexible is set to hand teachers a ‘front row seat’ to some of the best classrooms in the world.
Launched by prominent NSW school leader Rebecca Birch and LaTrobe University senior lecturer Dr Nathaniel Swain, ‘Chalk Dust‘ will zero in on footage taken from real classrooms to unpack the seemingly subtle but highly impactful ways in which teachers are applying the science of learning.
From Nine to Noon, April 9, 2025
Listen to Nathaniel Swain, a former primary teacher turned education academic, who says streaming classes by ability level is not the way to go to lift achievement.
School Shorts, Season 1, Episode 7, April 7, 2025, with Melissa Chan Green
The Forgetting Curve is a useful tool in understanding how best to try and remember all the learning that goes on at school - or anywhere for that matter!
Nathaniel Swain is a teacher, researcher and coach of great techniques to help children learn. In this episode he shares the importance of regular review instead of cramming for exams.
The discussion also touches on strategies for supporting young learners, the role of cultural context in education, and the need for personalised learning approaches. This episode will be useful for people of all ages who want to remember things!
The Community Connection Podcast, February 6, 2025, with Nathaniel Provencio and co-host Dr. Eric Worcester
In this episode of The Community Connection, we sit down with Dr. Nathaniel Swain, author of Harnessing the Science of Learning: Success Stories to Help Kickstart Your School Improvement. Dr. Swain, a leading expert in learning sciences, shares insights on bridging research and practice to enhance teaching and student outcomes. We explore key strategies from his book, real-world success stories, and how educators can apply cognitive science to transform their classrooms. Don’t miss this engaging conversation on the power of evidence-based teaching!
Have a Life Teaching Podcast, February 4, 2025, with John Schembari
In some schools, curriculum is prescribed. In other places, teachers put together their own learning materials.
In either case, how do we know that what we are providing students, in terms of materials and content, will promote learning acquisition, extend thinking, and foster creativity? How do we know that it aligns with the science of learning?
In this episode, my guest Nathanial Swain, professor of teaching at La Trobe University and author of the book "Harnassing the Science of Learning", discuss the elements that should be in any knowledge rich curriculum.
Australian Teacher Magazine, February 3, 2025, By Sarah Duggan
TikTok is fuelling a certain type of classroom aesthetic which may not be conducive to learning, one researcher has warned…
La Trobe University's Dr Nathaniel Swain has previously argued that the focus should be on scaling back what’s in classrooms. The less visual ‘noise’ and distraction, the better, he's said.
Knowledge for Teachers Podcast, Season 2, Episode 21, November 17, 2024, with Brendan Lee
In this episode, Brendan Lee speaks with Dr. Nathaniel Swain. He returns for the third time and this time it’s to unpack his new book Harnessing the Science of Learning. However, as you will hear, they actually go beyond the book and dig into some of the critical considerations that schools and teachers need to be making. They explore how to make teaching and learning the top priority in your school, reclaiming valuable instructional time often lost to distractions. They also unpack the essential elements of effective literacy and numeracy instruction, going beyond the surface level to understand the importance of a knowledge-rich curriculum, explicit teaching techniques, and structured implementation processes.
They look at why teaching should be “Fun in the service of learning, not in spite of Learning” and some of the common barriers that school leaders face when initiating change.
Progressively Incorrect, Season 4, Episode 10, November 17, 2024, with Zach Groshell, PhD
This episode is a conversation between me and three amazing educators who are making inroads to bring the science of learning to schools across Australia. Most excitingly, we are all contributing authors to the book, Harnessing the Science of Learning by Nathaniel Swain, who, of course, is on the show today and has been on the show before.
Teacher Takeaway Podcast, Season 4, Episode 35, November 9, 2024, with James Gray and Rebecca West
In Season 4 | Episode 35 | We will be unpacking and discussing: How to initiate and maintain a school improvement journey based on the science of how we learn?
In this episode, we are joined by Dr Nathaniel Swain.
Melissa and Lori Love Literacy Podcast, Bonus Episode, November 5, 2024, with Melissa and Lori
The science of learning is what research says about how our brains learn.
In this episode, Nathaniel Swain discusses the science of learning, emphasizing its connection with the science of reading.
He shares:
key mindset shifts for teachers
the significance of coherent curriculum planning
practical strategies like using mini whiteboards and advanced organizers to enhance student engagement and understanding
He also highlights the need for responsive whole-class instruction and the importance of closing learning gaps early in students' educational journeys.
Knowledge Society, October 2024, with Dr Nathaniel Swain
Knowledge Society's Australian School Improvement Summit in Melbourne, October 2024, saw a great gathering of policy-makers, system and school leaders together to discuss how to improve the learning in every classroom in every postcode.
The Educator Australia, October 22, 2024, by Brett Henebery
“Interestingly, and as noted in the report, the Victorian Government is on the front foot of this recommendation and has already released a significant update to the VTLM, referred to as VTLM 2.0,” Dr Nathaniel Swain, Senior Lecturer of Learning Sciences and Learner Engagement at La Trobe University's School of Education, told The Educator.
TRT Podcast, #190, October 20, 2024, with Anna Geiger
The science of reading tells us what to teach; the science of learning tells us how. Dr. Nathaniel Swain, author of the new book, Harnessing the Science of Learning, debunks common myths about how students learn and helps teachers understand how to improve their craft so all students learn.
Seven News Melbourne, October 20, 2024
A trend-setting school in Melbourne’s north-east is spreading the word about a new literacy policy. The approach takes the guesswork out of learning and overturns teaching techniques that were first introduced in the 1870s.
Spellcaster, September 18, 2024, with Nathaniel Swain
Drawing on insights from his upcoming book, Dr Nathaniel Swain shared key takeaways from the successful implementation of the Science of Learning aligned practice, and how you can empower your team to transform their work and their students’ outcomes.
On the road to literacy success, August 15, 2024, with Staci Bain
Welcome back to another episode of Educate's "On the Road to Literacy Success"!
We're thrilled to have you with us as we dive back into the heart of literacy instruction. In Part 2, we're continuing our engaging conversation with the insightful Dr. Nathaniel Swain.
In this episode, we’ll explore the dynamics of whole group teaching, break down the literacy block, and discuss why it's essential to stay flexible and adaptable in your teaching approach. If you're interested in diving deeper into whole class teaching, be sure to check out Dr. Swain's website at nathanialswain.com, grab a copy of his new book, "Harnessing the Science of Learning", and don't forget to visit me, Staci, at GoodHumansEducate.com for your Tier 1 strategy, professional learning, resources, and more.
So, get ready for some valuable insights—let's take a listen, good human!
Learning Matters, August 2, 2024, with Carla McNeil
Dr Nathaniel Swain is a Teacher, Instructional Coach, and Writer. He works as a Senior Lecturer in Learning Sciences at La Trobe University School of Education and SOLAR LAB, and he produces a blog for teachers called Dr Swain’s Cognitorium. Nathaniel has taught a range of learners in schools and universities and founded a community of teachers committed to the Science of Learning: THINK FORWARD EDUCATORS, now 23,000 members and growing. Dr Swain is a sought-after speaker on educational circuits and has a new book in 2024 entitled “Harnessing the Science of Learning: Success stories to help kickstart your school improvement”.
The Bell Ringer, July 13, 2024, with Holly Korbey
Hi, welcome to the Bell Ringer's very first video interview with an expert. I'm journalist Holly Korbey and I'm really excited to have Dr. Nathaniel Swain here today. He's an instructional coach and researcher and author of the book Harnessing the Science of Learning. He's a senior lecturer of learning sciences and learning engagement at La Trobe University School of Education located in Melbourne, Australia, which is where he's at today.
The Saturday Show Live, July 13, 2024, with Jamie Clark
Join me for an illuminating discussion with teacher, researcher, and writer Dr. Nathaniel Swain as we explore the recent science of learning boom in education and unpack effective strategies to boost learning in the classroom.
Australian Teacher Magazine, July 2, 2024, By Sarah Duggan
Whole class teaching has been wrongly deemed an out-of-date and exclusionary instructional approach, but in reality it facilitates equity in the classroom and is more effective than differentiation when done well, one expert says.
According to former primary teacher Dr Nathaniel Swain, now a senior lecturer in learning sciences at La Trobe University, too many Australian teachers do not draw upon responsive and adaptive whole class teaching as a means of catering to classes with diverse learning needs.
Education HQ, March 18, 2024 by Nathaniel Swain
Do you ever find yourself at a loss for words or battling writer’s block?
Do your colleagues or students submit writing that is unclear or riddled with grammatical errors? It's a common experience and could stem from running short on ideas.
However, this challenge also relates to the cognitive demands of writing. Writing is not just about putting words on paper; it requires a fluency in English sentence structure which many of us lack, as it typically has not been taught in school.
Knowledge for Teachers Podcast, Season 2, Episode 04, March 9, 2024, with Brendan Lee
In this episode, Brendan Lee speaks with Dr. Nathaniel Swain. He currently works at La Trobe University as a Senior Lecturer, Learning Sciences and Learner Engagement and the Director of Undergraduate Academic Programs. He is also the founder of Think Forward Educators. Nathaniel first appeared on the Knowledge for Teachers podcast in season 1 episode 20 and unpacked some of the FAQ about the science of learning. This time they delve into the messy world of teaching writing. He explains how writing is a complex skill and provides practical strategies for sequencing the teaching of grammar and integrating writing into the curriculum.
3AW Melbourne, February 15, 2024, with Ross and Russel
A report has revealed how Australian school kids could improve their “dismal” test performances.
Senior lecturer and director of Academic Programs at La Trobe University, Dr Nathaniel Swan, says there are schools who have changed the way they teach students.
“And you can get better results as a result,” he told Ross and Russel.
Dystinct Magazine, Issue 19, January 14, 2024, By Pamela Snow, Tanya Serry, Nathaniel Swain, Tessa Weadman, Eamon Charles
Pamela Snow, Tanya Serry, Nathaniel Swain, Tessa Weadman, and Eamon Charles, academic staff at the La Trobe University's Science of Language and Reading (SOLAR) Lab explore some key terminology in education.
Knowledge for Teachers Podcast, Episode 21, September 10, 2023, with Brendan Lee
Listen to this live coaching workshop on implementing the science of learning with Dr. Nathaniel Swain and Brendan Lee.
In this session, you will hear from real teachers discussing their real-world challenges in implementing the science of learning. Dr Nathaniel Swain and Brendan Lee then guide the teachers and school leaders through some possible solutions, taking an evidence-informed approach. First, you hear from Ainsley from Mary Mede Catholic College in Victoria who has started to implement a number of evidence-supported strategies and programs but has hit a bit of a plateau. Then you will hear from Sarah and Iona from St. Andrews in Cairns who are right at the start of their science of learning journey.
Webinar Series, July 17, 2023, by OUP Edu-Global
Whether you're looking for expert advice on teaching phonics in the classroom, a simple aligned to letters and sounds library of decodable texts, or proven whole-school phonics program, our phonics webinar series has something for you.
Write to learn
There is no official partnership between Brandon Park Primary / Nathaniel Swain and The Writing Revolution® by Judith C. Hochman and Natalie Wexler. THE HOCHMAN METHOD®, THE WRITING REVOLUTION®, and ADVANCING THINKING THROUGH WRITING® are registered trademarks of The Writing Revolution, Inc. The materials in Write2Learn are created as classroom materials to accompany The Writing Revolution®’s methodology and progression of writing skills.
write to learn materials Can now be downloaded to trial in your school
An initiative of teachers at Brandon Park Primary School, Write to Learn (w2L) is a set of curriculum materials for the teaching of writing. It is inspired by methodologies recommended by The Writing Revolution® within an Australian curriculum context, and combines this with teaching approaches from Explicit Instruction.
Write 2 Learn has been compiled by teachers at Brandon Park Primary school, and represents a work in progress for best practice writing instruction aligned to principles from The Writing Revolution®, and a Knowledge Rich Curriculum. We want more schools to implement best practices in Writing Instruction, and we hope these materials support such changes.

Note to schools
The Writing Revolution® offers comprehensive training for Australian Schools, and Hochman and Wexler’s book is a must purchase for any teacher.
There are additional syntax and grammar materials available through the incredible Syntax Project, facilitated by Stephanie Le Lievre from Serpentine Primary School (WA).
Benefits of w2L
Weekly units across every primary year level for the entire year
Editable powerpoint and word document formats for you to adapt to suit your needs
Get students learning FROM their writing: Embedding of curriculum content into writing lessons at sentence, paragraph, and text level
Includes additional units on Story Grammar for explicit teaching of narrative genre, and advanced embedded clause units (e.g. V-ing, and V-ed clauses).
Read more here
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Sharing Best Practice Melbourne North May 2025
Sharing Best Practice Sydney March 2025
researchED Ballarat March 2025
Sharing Best Practice High Country Feb 2024
Sharing Best Practice Auckland Oct 2023
Sharing Best Practice Ballarat Conference Oct 2023
La Trobe Valley Inclusive Conference Sep 2023
SSSR Conference Slides
Sharing best Practice Geelong 2023
SBP Ballarat 2022 - Inverting the legacies of balanced literacy
Don’t Reinvent the wheel! Write2Learn resources to supplement TWR
Knowledge rich-Curriculum meets bulletproof instruction
Year 1 Mesopotamia Unit (adapted from Core Knowledge)
Year 3 Vikings Unit (adapted from Core Knowledge)
Learning and Engagement Icons Key PDF (adapted from icon set by Brad Nguyen)
Inverting the legacies of balanced literacy presentation

Slides from Dr Swain’s SBP Presentation
In this personal narrative, guest author Rachel Holden reflects on her journey toward creating a more intentional and focused classroom environment. Inspired by research and admired setups she encountered online, Holden initially struggled with doubts and limitations—concerned about furniture constraints, logistical challenges, and potential pushback. Despite these hurdles, she began making small, thoughtful changes, gradually transforming her space into one that better supports student learning and engagement. Her story highlights how even modest shifts can lead to meaningful improvements in the classroom.
OTHER POSTS
If you haven't listened to or read the latest APM Report from Emily Hanford, this is really a must. A multifaceted look at the importance of oral language, background knowledge, and effective instruction for reading comprehension, Hanford’s report sheds light on the cruel intersections and interactions between race, family income, poverty, and educational failure.
As part of a postgraduate qualification in Primary Teaching I had the privilege of studying how to teach the humanities and social sciences. As a BA graduate, I was thrilled. I soon discovered, however, that inquiry-based, constructivist pedagogies were touted by the lecturer as the only acceptable approach to teaching this learning area. Given the research into the limits of constructivist approaches (especially for novices), this was disheartening…
Winstanley et al. (2019). Dr Maxine Winstanley, a very accomplished colleague of mine from the UK, has had a career as a police officer before training as a speech-language pathologist and undertaking a PhD. This new paper is based on her work with young people in the north of England – mostly as they first make contact with the youth justice system. Here’s a brief overview, relevant for all working (or interested) in the youth justice space.
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