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Learning Goals Reconsidered (No, Not THOSE Learning Goals)
Andrew Watson
Andrew Watson

I’ve been discussing a topic with colleagues in recent months, and want to share my thinking with you.

The outline for this blog post is:

An observation/question that has been nagging at me, then

A theory about the answer to the question, then

Possible implications of that theory.

Here goes:

A Puzzling Problem

In recent years, as I listen to discussions on BIG EDUCATIONAL TOPICS, I frequently find myself surprised by this truth:

Education is full of folks who are

  1. Obviously smart,
  2. Obviously well informed,
  3. Obviously concerned about their students, our profession, and our society, and
  4. FEROCIOUSLY, ANGRILY at odds with one another.

Seriously, if folks could punch one another online, Twitter would have LOTS of broken noses.

This observation leads to a straightforward question: why? Why do these ferocious disagreements persist?

A man and woman sit across a small table talking with each other. He shrugs his shoulders in puzzlement, she points in irritation.

If many of us think ably and know a lot and care deeply, it’s surprising that we disagree…and keep disagreeing. The heated arguments just don’t change much.

In many scientific fields, heated arguments result – over time, at least – in the ultimate persuasiveness of one case or another.

Plate tectonics used to be a controversial topic, with lots of heated rhetoric. Today, those debates among smart, knowledgeable, and caring people have resulted in something like consensus: the theory is almost certainly correct.

Surgeons now wash their hands before surgery. That practice was initially scorned, but now the anti-handwashing argument seems impossible to understand. OF COURSE one side prevailed in the debate.

Why haven’t educational debates followed this pattern? Why haven’t our disagreements led ultimately to agreements?

One Possibility

I’ve been discussing a possible answer with several friends: here goes.

I wonder if our debates remain so heated because we don’t agree on the GOALS of education. In fact, we aren’t even in the habit of discussing those goals – or the habit of connecting them to teaching practices.

Off the top of my head, I can imagine all sorts of big-picture goals for the millions of dollars and millions of hours our society devotes to creating and maintaining its educational system.

If I were to ask 100 people this question, I can imagine a wide range of answers: “the goal of our educational system is to…

  1. Create a workforce for the future,” or
  2. Help students understand and enact the word of God,” or
  3. Know the best that has been thought or said,” or
  4. Ensure that individual students develop to their fullest potential,” or
  5. Promote justice, equity, and peace,” or
  6. Preserve our culture and way of life,” or
  7. Raise scores on key benchmark assessments,” or
  8. Prepare children and society for an unpredictable future,” or
  9. Develop students who see themselves as readers, historians, scientists, etc.,” or
  10. Ensure that students know the curriculum,” or
  11. Create an informed and civic-minded electorate,” or
  12. Foster a love of learning so that students become life-long learners,” or …

…and so forth.

Perhaps the reason our debates about teaching strategies go nowhere is that we’re in fact trying to go different places.

That is:

I might read about a teaching strategy and think “Pish posh. That’s obviously bonkers. It simply won’t accomplish the core aims of education.”

And yet, the person proposing the strategy might well have entirely different aims. And – sure enough – the teaching strategy being proposed might achieve their core aims, if not mine.

If, for example, I practice the Awesome Watson Learning Method, I might to do because it fosters a love of learning (goal 12) and ensures that students see themselves as writers and programmers and doctors (goal 9).

A critic might respond: “that pedagogy won’t accomplish our goal!” And that criticism might be sincere, because the pedagogy doesn’t (let’s say) help students “learn the greatest that has been thought or said” (goal 3). Yet because I’m not striving for goal 3, I’m genuinely vexed and puzzled by my critic’s (obviously incorrect) critique.

Humbling Implications

If I’m right that our “debates” simply talk past one another because we don’t share — or discuss — educational goals, that realization suggests several next steps.

Step A:

The next time I hear someone espouse a teaching method that strikes me as foolish, I should switch from contempt to curiosity.

Rather than “pish posh,” I should say: “That’s intriguing — tell me more!”

If I ask the right questions in an open-minded, non-snarky way, I might discover an entirely unexpected goal at the end of the process. I might not agree about the importance of that goal, but I might …

…understand why the other person champions it, and

…recognize that the teaching strategy I once thought foolish might in fact accomplish it.

Sadly, this “switch from contempt to curiosity” is really difficult. I will face the constant temptation to ask leading questions and trap my interlocutors into admitting that my goal surpasses theirs in wisdom and beauty.

(The best book I’ve read that discusses this problem is David McRaney’s How Minds Change. It has really shaped my thinking on this challege.)

Step B:

Since 2008, I’ve been thinking about using scientific research — especially in psychology and neuroscience — to improve my teaching.

Obviously, this approach focuses on numerical measurements: calculations, graphs, statistics.

In other words: I believe that my teaching strategies accomplish my goals because I’ve got numbers that say so.

However, several of the big-picture goals listed above simply can’t be measured.

How would I know if the Awesome Watson Teaching Method…

… helps students become life-long learners?

… ultimately fosters civic engagement?

… encourages students to live and act according to God’s word?

The end point for these goals (and others) lies decades away — and will be influenced by THOUSANDS of other forces.

This fact, however, does not necessarily invalidate the potential importance of those goals.

Teachers might not be able to show a study — with p-values in the appropriate range, and a Cohen’s d above 0.2 — concluding that their teaching method promotes justice and peace. But that impossibility does not mean that their goal has no merit.

In other words: I’m attracted to a science-y approach to thinking about teaching practice, and I like being able to cite all those numbers. (92% of in-classroom studies show that  retrieval practice promotes long-term memory better than control conditions!)

But science-y approaches can’t routinely dictate answers to moral or ethical questions.

Another Possibility?

Of course, I have a MUCH simpler explanation for the fact that many people disagree with me — often angrily:

Those other people could be daft, ignorant, and/or immoral.

That explanation has several benefits.

  • It’s easy to summarize.
  • It converts me from a person into a hero/protagonist.
  • It frees me from the need to listen to their foolish, ill-informed, morally-tainted ideas.

At the same time, I find this simpler explanation unsatisfying — because I disagree with many people who don’t strike me as daft or wicked.

Perhaps there’s a third explanation?

TL;DR

I’m trying to focus less on why others are wrong. I’m trying to focus more on their implied goals for education — goals that have led them to teaching advice that puzzles or alarms me.

When I understand their goals, I might better understand — and learn from — their teaching suggestions.

Perhaps you’ll join me in this effort — and let me know what you learn.


 

In case the title of this post doesn’t make sense: researchers in the world of mindset encourage a less focus on performance goals (test scores, etc.) and more focus on learning goals (“look! I made progress!”).

This blog post isn’t about mindset-y learning goals, but about society’s broader goals for education.

Awe by Dacher Keltner
Erik Jahner, PhD
Erik Jahner, PhD

aweWe often center our lives around familiar emotions like joy, sadness, anger, anxiety, or disgust, using them to shape our narratives and interpret experiences. Yet, there’s a whole spectrum of more complex and often overlooked emotions that deeply enrich our lives. Take for instance—that profound mix of humility, wonder, and connection you might feel while gazing at a breathtaking sunset or witnessing an act of pure altruism. In those moments, you’re reminded of how small you are in the grand scheme of things, yet deeply connected to something much larger.

In his thought-provoking book, Awe: The New Science of Everyday Wonder and How It Can Transform Your Life, Dacher Keltner explores the transformative power of awe and how it can elevate our lives. He invites us to transcend beyond routine and mundane limited attention, helping us find meaning and richness in everyday moments. Through awe, we can reconnect with the beauty of our own story and discover a more expansive, fulfilling way of living.

Keltner, a psychology professor and expert on emotions, defines awe as the experience of encountering something vast and beyond our understanding. Through a blend of personal stories, scientific research, and cultural insights, he reveals how moments of awe—big or small—can reduce stress, spark creativity, deepen our connections, and foster a greater sense of purpose. Research shows that awe lowers cortisol levels, boosting emotional well-being and promoting a sense of calm. It even has physical benefits, like reducing inflammation, improving heart health, and enhancing overall resilience.

At the core of the book, Keltner delves into eight primary sources of awe—universal experiences that resonate deeply with us all:

  • Moral beauty: Witnessing acts of courage, kindness, or strength that inspire us to be better.
  • Nature: The breathtaking vastness of mountains, oceans, or a starry sky that makes us feel small yet deeply connected.
  • Collective effervescence: The electrifying energy of a concert, a sports game, or a shared moment in a crowd.
  • Music: Those goosebump-inducing melodies that stir our emotions and remind us of life’s depth.
  • Art and architecture: The beauty of great paintings, sculptures, or awe-inspiring buildings that showcase human creativity.
  • Spirituality and religion: Moments of transcendence found in mindfulness, prayer, or meditation.
  • Life and death: The raw emotional power of witnessing birth or contemplating the end of life.
  • Epiphanies: The sudden clarity of a life-changing idea or realization.

While these categories capture the essence of awe, the emotion itself is profoundly personal and can emerge from countless unexpected moments

Keltner’s writing feels like a heartfelt conversation with a wise friend. He doesn’t just present data; he shares personal reflections, including how awe helped him through moments of grief and loss, making his insights feel real and relatable. Yes, awe can be found in death and grief and we are taken on a journey with the author as he experiences this himself. It was in fact the death of his brother that brought him to appreciate this colorful emotion.

Importantly, Keltner doesn’t shy away from awe’s complexities, exploring how it has been used throughout history to manipulate or dominate. This balanced perspective adds depth to his exploration, reminding us of the need to approach awe responsibly.

One of the most inspiring takeaways is that awe is accessible to everyone. You don’t need wealth or extraordinary experiences to feel it. Awe lives in the everyday: the beauty of the clouds, a powerful piece of music, or a stranger’s small act of kindness. These moments remind us of life’s vastness, offering perspective and a renewed sense of purpose.  Teachers, parents, and anyone looking to enrich their lives will find practical ideas, from encouraging kids to explore nature to fostering a sense of wonder in everyday moments.

Ultimately, Awe is a powerful invitation to slow down, pay attention, and savor the beauty and mystery all around us. Whether you’re a teacher hoping to inspire students, a parent looking to create meaningful family moments, or simply someone wanting to feel more connected to the world, this book offers a practical and uplifting guide to living a richer, more awe-filled life.

So why not pause today—step outside, lose yourself in a favorite song or appreciate the beauty of everyday human interactions? As Keltner beautifully illustrates, those moments of wonder aren’t just fleeting joys; they’re transformative experiences that can shape how we see ourselves, each other, and the world.

Incremental Steps with Growth Mindset
Andrew Watson
Andrew Watson

The field of education often races to extremes, and the field of Growth Mindset has been an especially good example of this trend.

Back in the 2006 when Carol Dweck published her book, schools rushed to be as Growth Mindset-y as possible. Posters adorned walls; Janelle Monaie made a Sesame Street video reminding children about “the Power of ‘Yet’.”

Little Asian boy with stadiometer near green wall

All those enthusiasts felt quite a shock in 2018, when two mega-meta-analysis crunched all the numbers and found that

a) mindset doesn’t really have much of an effect on academic performance, and

b) all those mindset interventions don’t really do anything anyway.

In some academic quarters, loud praise gave way to ridicule and — in some cases — snark. (The loaded claim that “all the research showing a positive effect was done by Dweck herself” simply isn’t true.)

Since then, competing camps wave conflicting studies to support their pro/anti Growth Mindset position.

I’d like to advocate for an alternative approach. I believe Dr. Dan Willingham said something like this:

“Some studies suggest that a growth mindset helps some students; other studies suggest that creating the conditions to develop and enact that mindset is REALLY TRICKY.

We shouldn’t simply abandon this approach. We should focus our efforts on finding when it does and doesn’t help which students, and how to foster those conditions for them.”

In other words: a growth mindset won’t promptly and easily cure all motivation problems. But let’s try to find where and how and whom it benefits.

With that goal in mind, I want to explore a recent study. My goal is NOT to say “this team is right; that one is wrong.”

Instead, I want to show how this study gives us reasons to be hopeful and curious — but should still not return us to the days of A Poster in Every Classroom.

Best Case Scenario

In this study from 2022, roughly 80 children aged 7-10 had 2 fMRI scans separated by four weeks.

They also filled out a mindset survey, agreeing or disagreeing with statements like “I can get better at math if I work hard to solve problems,” or “people are born smart or not smart, and there’s not much they can do to change that.”

For half of those children – the control group – that was that.

The other children — during the intervening four weeks — went through a specially designed math tutoring program.

This tutoring program emphasized progress and understanding, not simply scores or comparisons to others. If you know from growth mindset, you know the terminology here: the program emphasized “mastery/learning goals,” not “performance goals.”

So, what did the research team find after four weeks?

Several important findings jump out from all the data and charts:

First:

BOTH GROUPS saw an increase in their growth mindset “score.” For instance, they were likelier to disagree with the statement that “people can’t do much to change their math ability.”

However – and this is an important however – the GROUP IN THE TUTORING PROGRAM saw a bigger change. If you think having a growth mindset is good, you’d interpret these data to say that the tutoring group “made more progress.”

In other words: contrary to that big-news meta-analysis from 2018, this study found that — under these conditions — growth mindset training did help students develop more of a growth mindset.

Second:

We care about mindset because it should motivate students to learn more. To say the same thing in different words: if students who do have a growth mindset learn as much as those who don’t, why would we focus so much energy on developing that mindset?

The research team wanted to know if students who had a more of a growth mindset before the tutoring program learning more math during the tutoring program.

The technical answer to this question is: “yup.”

Third:

When the research team compared changes in fMRI scans after four weeks, they found that the changes in growth mindset correlated with specific changes in neural regions and networks.

If you want to get your neuro-geek on: in the scans of children with higher mindset scores, they found

  • greater activation at the top of the front of the cingulate cortex (“dorsal ACC”)
  • greater activation in the top of the right striatum
  • greater activation in the right hippocampus

They also found that changes in the circuitry connecting these regions “emerged as the strongest predictor of growth mindset gains.”

Recapping the Best Case

Yes: we have had reasonable doubts about the importance of mindset. (Reasonable doubts = that 2018 meta-analysis, among other studies.)

But, this study arrives at three striking conclusions:

a) a well-designed math tutoring program can foster a growth mindset,

b) growth mindset before the tutoring program results in greater math learning during that program, and

c) we see brain regions both activating and connecting differently in conjunction with growth mindset self-report.

Even for skeptics, that’s an impressive combination!

Pushing Back

I can see at least two reasons this study isn’t a slam dunk for Team Mindset.

Reason A:

When researchers compare two groups — as they did in this case — we want those groups to be as much alike as possible.

While these groups did resemble each other in lots of important ways (average age, average mindset score, average IQ, etc.), they differed in a crucial one: one group got something; the other group got nothing.

That is: one group received four weeks of tutoring. The control group simply went about “business as usual.”

They did not — for instance — get a different kind of tutoring that did NOT focus on a growth mindset.

We can therefore wonder if these students developed a growth mindset not because they got a special kind of tutoring, but because they got any tutoring. Maybe the tutoring, not the mindset ingredients, made the difference.

Reason B:

If you read this blog often, you know that I’m very wary of people who make strong claims based on neuroscience research.

Lots of people make claims like these: “when teachers do X, students get a hit of oxytocin. So everyone has to X!”

Here’s my argument: until we test X with actual students doing something in actual classrooms, we don’t know whether or not extra oxytocin does anything beneficial in these circumstances. (Yes, someone is ACHING to call oxytocin the “love hormone.” No, it’s really not.)

So, can we think of other reasons these students’ brain structures and networks might have changed?

Here’s a possibility: perhaps their brains responded to extra math tutoring.

Because they had different experiences for four weeks, it’s not wholly shocking that their brains developed differently from those in the control group.

In other words: just because this study includes complicated brain terminology does NOT mean that we must be persuaded by its conclusions. LOTS of people make strong claims about neuroscience; not all of them hold up well.

(To be fair: an earlier study with college students found the dorsal ACC to be an important part of the growth mindset network. This reduplication clearly makes the current neuro-claim more plausible.)

A Final Verdict

Now that I’ve made arguments both championing and questioning this study, you might reasonably want a clear answer.

Rather than provide false certainty, I’ll go a different direction.

As Dan Willingham (I think) said: we’re trying to figure out where, when, and with whom mindset interventions work.

Based on this study, we can say: “it seems likelier that youngsters given a particular kind of tutoring develop more of a growth mindset; it also seems likely that this mindset helps them learn math.”

That’s not a universal claim; it’s quite a narrow one.

To develop a more complete and persuasive understanding, we will need all sorts of incremental steps:

One research group will work with 5th graders in science classes.

Another will focus on the neuroscience of mindset in high-stress situations.

A third will turn its attention to adults who return to school to pursue a second career.

And so on.

Piece by piece, study by study, we will gradually accumulate a clearer mental model. In a few decades, we will probably be saying: “we used to talk about mindset in this crude, outdated, and puzzling way. But now that we understand this mental phenomenon so much better, we know that…”

And the advice that follows will be granular, targeted, and perhaps surprising to us who got our start making mindset posters.


Sisk, V. F., Burgoyne, A. P., Sun, J., Butler, J. L., & Macnamara, B. N. (2018). To what extent and under which circumstances are growth mind-sets important to academic achievement? Two meta-analyses. Psychological science29(4), 549-571.

Chen, L., Chang, H., Rudoler, J., Arnardottir, E., Zhang, Y., de Los Angeles, C., & Menon, V. (2022). Cognitive training enhances growth mindset in children through plasticity of cortico-striatal circuits. npj Science of Learning7(1), 30.

Mangels, J. A., Butterfield, B., Lamb, J., Good, C., & Dweck, C. S. (2006). Why do beliefs about intelligence influence learning success? A social cognitive neuroscience model. Social cognitive and affective neuroscience1(2), 75-86.

Even More Questions (3rd of a Series)
Andrew Watson
Andrew Watson

This blog post continues a series about research into questions.

I started with questions that teachers should ask BEFORE students’ learning begins: “pre-questions,” measuring prior knowledge.

I then turned to questions that we ask DURING early learing: retrieval practice, checking for understanding.

Now — can you guess? — I’ll focus on questions that we ask LATER in learning, or “AFTER” learning.

To structure these posts, I’ve been focusing on three organizing questions:

When to ask this kind of question? (Before, during/early, during/later)

Who benefits most immediately from doing so?

What do we do with the answers?

Let’s dive in…

A Controversy Resolved?

At some point, almost all teaching units come to an end. When that happens, teachers want to know: “how much did my students learn?”

To find out, we typically ask students questions. We might call these questions “quizzes” or “tests” or “assessements” or “projects.”

A young girl reads and draws in a garden

Whatever we call such questions, students answer by writing or saying or doing something.

Who benefits from all these activities? Well, here we arrive at a controversy, because reasonable people disagree on this point.

OVER HERE, some folks argue that assessments basically benefits school systems — and harm others. After assessments, school systems can…

  • sort students into groups by grade, or
  • boast about their rising standardized test scores, or
  • evaluate teachers based on such numbers.

I don’t doubt that, in some cases, assessments serve these purposes and no others.

OVER THERE, more optimistically, others argue that assessments can benefit both teacher and student.

Students benefit because

  • They learn how much they did or didn’t learn: an essential step for metacognition; and
  • The act of answering these questions in fact helps students solidify their learning (that’s “retrieval practice,” or “the testing effect”).

Teachers benefit because

  • We learn how much our teaching strategies have helped students learn, and
  • In cumulative classes, we know what kinds of foundational knowledge our students have for the next unit. (If my students do well on the “comedy/tragedy” project, I can plan a more ambitious “bildungsroman” unit for their upcoming work.)

In other words: final assessments and grades certainly be critiqued. At the same time, as long as they’re required, we should be aware of and focus on their potential benefits.

Digging Deeper

While I do think we have to understand the role of tests/exams/capstone projects at the “end” of learning, I do want to back up a step to think about an intermediate step.

To do so, I want to focus on generative questions — especially as described by Zoe and Mark Enser’s excellent book on the topic.*

As the Ensers describe, generative questions require students to select, organize, and integrate information — much of which is already stored in long-term memory.

So:

Retrieval practice: define “bildungsroman.”

Generative learning: can a tragedy be a bildungsroman?

The first question asks a student to retrieve info from long-term memory. The second requires students to recall information — and to do mental work with it: they organize and integrate the parts of those definitions.

For that reason, I think of retrieval practice as an early-in-the-learning-process question. Generative learning comes later in the process — that is, after students have relevant ideas in long-term memory to select, organize, and integrate.

The Ensers’ book explores research into, and practical uses of, several generative learning strategies: drawing, mind-mapping, summarizing, teaching, and so forth.

In my thinking, those distinct sub-categories are less important that the overall concept. If students select, organize, and integrate, they are by definition answering generative learning questions.

For instance: the question “can a tragedy be a bildungsroman” doesn’t obviously fit any of the generative learning categories. But because it DOES require students to select, organize, and integrate, I think it fits the definition.

(I should fess up: technically, retrieval practice is considered a generative learning strategy. For the reasons described above, I think it’s helpful to use RP early in learning, and generative learning later in learning. My heresy could be misguided.)

“Generative learning” is a BIG category; teachers can prompt students to think generatively in all sorts of ways. A recent review by Garvin Brod suggests that some strategies work better than others for different age groups: you can check out those guidelines here.

TL;DR

In most school systems, teachers must ask some kind of summary questions (tests, projects) at the end of a unit. Such questions — if well designed — can benefit both teachers and students.

After students have a bedrock of useful knowledge and before we get to those final test/project questions, teachers should invite students to engage in generative learning. By selecting, organizing, and reintegrating their well-established knowledge, students solidify that learning, and make it more flexible and useful.


Brod, G. (2021). Generative learning: Which strategies for what age?. Educational Psychology Review33(4), 1295-1318.


* Grammar nerds: if you’re wondering why I wrote “Zoe and Mark Enser’s book” instead of “Zoe and Mark Ensers’ book” — well — I found that apostrophe question a stumper. I consulted twitter and got emphatic and contradictory answers. I decided to go with the apostrophe form that makes each Enser and invidivual — because each one is. But, I could be technically wrong about that form.

The Best Way to Teach: When Clarity Leads to Muddle
Andrew Watson
Andrew Watson

Most teachers want to be better teachers. You’re probably reading this blog for research-based guidance on doing so.

A young student wearing plastic goggles carefully pours something into a beaker slightly filled with green liquid

I recently read a study that offers emphatic — and paradoxical — guidance. Exploring this research — as well as its paradoxes — might be helpful as we think about being better teachers.

Here’s the story.

A research team, led by Louis Deslauriers, worked with students in an introductory physics class at Harvard. This class was taught by an experienced professor who mostly lectured; he also supplemented the class with “demonstrations, … occasional interactive quizzes or conceptual questions.”

Let’s call this approach “interactive lecture.”

In Deslauriers’s study, students also attended two additional classes. One was taught with Method A and the other with Method B.

In Method A, an experienced professor:

  • presented slides
  • gave explanations
  • solved sample problems
  • strove for fluency of presentation

What abotu Method B? Another experienced teacher:

  • used principles of deliberate practice
  • instructed students to solve sample problems together in small groups
  • circulated through the room to answer questions
  • ultimately provided a full and correct answer to the problems

The researchers strove, as much as possible, to make the class content identical; only the pedagogy differed.

What did the researchers learn about the relative benefits of Methods A and B?

Paradox #1: Effective and Unloved

First off, the students learned more from Method B.

That is: when they solved problems in small groups, wrestled with the content, and ultimately heard the right answer, students scored relatively higher on an end-of-class multiple choice test. When they experienced Method A (the prof explained all the info and solved all the problems), they scored relatively lower.

But — paradoxically — the students preferred Method A, and believed that they learned more from it. They even suggested that all their classes be taught according to Method A — the method that resulted in less learning.

The researchers offer several explanations for this paradox. The headlines sound like this:

  • When students hear straightforward explanations and see clear/succesful demonstrations of solutions strategies (Method A), the content seems easy and clear. Students think they understand.
  • But, when they have to do the cognitive heavy lifting (Method B), class feels more difficult. Result: students worry they didn’t understand.
  • Because the students are — relatively speaking — novices, they don’t know enough to know when they understand.

Team Deslauriers, sensibly enough, suggests that we can help students appreciate and accept the more challenging methods — like Method B — if we explain the reseasoning behind them.

I, by the way, take this suggestion myself. For instance: I explain the benefits of retrieval practice to my students. They don’t always love RP exercises, because retrieval practice feels harder than simple review. But they understand the logic behind my approach.

Paradox #2: Clarity vs. Muddle

Up to this point, Deslauriers and Co. pursue a sensible path.

They know that MOST college profs use Method A (the bad one), so they want those profs to change. To encourage that change, the undertake a study showing a better option: Method B!

Given these research results, Deslauriers and Co. offer two clear and emphatic suggestions:

First: teachers should use Method B teaching strategies, not Method A strategies.

Second: to counteract students’ skepticism about Method B, we should explain the logic behind it.

What could be more helpful?

Alas, these clear suggestions can lead to another muddle. This muddle results from the freighted NAMES that this study gives to Methods A and B.

Method B — the good one — is called “active.”

Method A — the bad one — is called (inevitably) “passive.”

So, this study summarizes its findings by saying that “active” teaching is better than “passive” teaching.

These labels create real problems with the research conclusions.

Because these labels lack precision, I can apply them quite loosely to any teaching approach that I believe to be good or bad.

For instance: recall the experienced professor who regularly teaches this physics course. He mostly lectures; he also supplements the class with “demonstrations, … occasional interactive quizzes or conceptual questions.”

If I disapprove of that combination, I can call it “passive” — he mostly lectures!

If I approve, I can call it “active” — consider all those demonstractions, interactions, and conceptual questions!!

These labels, in other words are both loaded and vague — a perilous combination.

The peril arises here: literally no one in the world of cognitive science champions Method A.

EVERYONE who draws on cognitive science research — from the most ardent “constructivist” to the most passionate advocate for direct instruction — believes that students should actively participate in learning by problem solving, discussion, creation, and so forth.

Advocates for those two groups have different names for this mental activity: “desirable difficulties,” “productive struggle.” They think quite differently about the best way to achieve all that active thinking. But they all agree that students must struggle with some degree of difficulty.

Slippery Logic

This naming muddle creates unfortunate logical slips.

The study certainly suggests that Method B benefits students more than Method A. But, it doesn’t suggest that Method B is better than other methods that might reasonably be called by the open-ended named “active.”

For instance: it doesn’t necessarily mean that “constructivism” is better than direct instruction. And yet — because of those highly flexible labels — the study can be misinterpreted to support that claim.

My concern isn’t hypothetical. Someone sent me this study precisely to support the argument that inquiry learning promotes more learning than direct instruction.

But: “Method B” isn’t inquiry learning. And direct instruction isn’t Method A.

The Big Picture

I said at the beginning of this post that teachers might draw on research to be better teachers.

I worry that readers will draw this inaccurate conclusion based on this study:

“Research proves that ‘active learning’ (like projects and inquiry) is better than ‘passive learning’ (like direct instruction).”

Instead, this study suggests that asking students to do additional, productive mental work results in more learning than reducing their mental work.

Champions of both projects/inquiry and direct instruction want students to do additional, productive mental work.

Those schools of though have sharply different ideas of the best ways to accomplish that goal. But dismissing one of them as “passive” — and therefore obviously bad — obscures the important insights of that approach.


Deslauriers, L., McCarty, L. S., Miller, K., Callaghan, K., & Kestin, G. (2019). Measuring actual learning versus feeling of learning in response to being actively engaged in the classroom. Proceedings of the National Academy of Sciences116(39), 19251-19257.