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Good News! Contradictory Research on Desirable Difficulties…
Andrew Watson
Andrew Watson

As we regularly emphasize here on the blog, attempts to recall information benefit learning.

That is: students might study by reviewing material. Or, they might study with practice tests. (Or flashcards. Perhaps Quizlet.)

Researchers call this technique “retrieval practice,” and we’ve got piles of research showing its effectiveness.

Learning Untested Material?

How far do the benefits of this technique go?

For instance, let’s imagine my students read a passage on famous author friendships during the Harlem Renaissance. Then they take a test on its key names, dates, and concepts.

We know that retrieval practice helps with facts (names and dates) and concepts.

But: does retrieval practice help with the names, dates, and concepts that didn’t appear on the practice test?

For instance, my practice test on Harlem Renaissance literature might include this question: “Zora Neale Hurston befriended which famous Harlem poet?”

That practice question will (probably) help my students do well on this test question: “Langston Hughes often corresponded with which well-known HR novelist?”

After all, the friendship between Hurston and Hughes was retrieved on the practice test, and therefore specifically recalled.

But: will that question help students remember that…say…Carl van Vechten took famous photos of poet and novelist Countee Cullen?

After all, that relationship was in the unit, but NOT specifically tested.

So, what are the limits of retrieval practice benefits?

Everything You Wanted to Know about Acid Reflux

Kevin Eva and Co. have explored this question, and found encouraging results.

In his study, Eva asked pharmacology students to study a PowerPoint deck about acid reflux and peptic ulcers: just the sort of information pharmacists need to know. In fact, this PPT deck would be taught later in the course – so students were getting a useful head start.

Half of them spent 30 minutes reviewing the deck. The other half spent 20 minutes reviewing, and 10 minutes taking a practice test.

Who remembered the information better 2 weeks later?

Sure enough: the students who took the practice test. And, crucially, they remembered more information on which they had been tested AND other information from the PPT that hadn’t been specifically tested.

That it, they would be likelier to remember information about Zora Hurston and Langton Hughes (the tested info) AND about van Vechten and Cullen (the UNtested info).

However, Eva’s tested students did NOT remember more general pharmacology info than their untested peers. In other words: retrieval practice helped with locally related information, but not with the entire discipline.

But Wait! There’s More! (Or, Less…)

About 2 month ago, I posted on the same topic – looking at a study by Cindy Nebel (nee Wooldridge) and Co.

You may recall that they reached the opposite finding. That is, in their research paradigm, retrieval practice helped students remember the information they retrieved, and only the information they retrieved.

Whereas retrieval practice helped students on later tests if the questions were basically the same, it didn’t have that effect if the questions were merely “topically related.”

For instance, a biology quiz question about “the fossil record” didn’t help students learn about “genetic differences,” even though both questions focus on the topic of “evolution.”

What Went Wrong?

If two psychology studies looked at (basically) the same question and got (basically) opposite answers, what went wrong?

Here’s a potentially surprising answer: nothing.

In science research, we often find contradictory results when we first start looking at questions.

We make progress in this field NOT by doing one study and concluding we know the answer, but by doing multiple (slightly different) studies and seeing what patterns emerge.

Only after we’ve got many data points can we draw strong conclusions.

In other words: the fact that we’ve got conflicting evidence isn’t bad news. It shows that the system is working as it should.

OK, but What Should Teachers Do?

Until we get those many data points, how should teachers use retrieval practice most effectively?

As is so often the case, we have to adapt research to our own teaching context.

If we want to ensure that our students learn a particular fact or concept or process, we should be sure to include it directly in our retrieval practice. In this case, we do have lots (and LOTS) of data points showing that this approach works. We can use this technique with great confidence.

Depending on how adventurous we feel, we might also use retrieval practice to enhance learning of topically related material. We’re on thinner ice here, so we shouldn’t do it with core content.

But, our own experiments  might lead us to useful conclusions. Perhaps we’ll find that…

Older students can use RP this way better than younger students, or

The technique works for factual learning better than procedural learning, or

Math yes, history no.

In brief: we can both follow retrieval practice research and contribute to it.

The Limits of Retrieval Practice, Take II…
Andrew Watson
Andrew Watson

Just two weeks ago, I posted about a study showing potential boundary conditions for retrieval practice: one of the most robustly supported classroom strategies for enhancing long-term memories.

As luck would have it, the authors of that study wrote up their own description of it over at The Learning Scientists blog. Those of you keeping score at home might want to see their description of the study, and their thoughts on its significance.

The short version: boundary conditions always matter.

We should assume they exist, and look for them.

A teaching practice that works with some students — even most students — just might not work with my students.

In that case: I’m happy it helps the others, but I need to find the strategy that will work with mine.

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Andrew Watson
Andrew Watson

Here on the blog, I write A LOT about the benefits of “retrieval practice.” (For example: here and here.)

retrieval practice limitations

In brief: our students often review by trying to put information into their brains. That is: they “go over” the material.

However, they learn more if — instead — they review by trying to pull information out of their brains. That is: they fill in blanks on Quizlet, or use flashcards, or outline the chapter from memory.

AT THE SAME TIME…

I also write about the importance of “boundary conditions.”

A particular research finding might be true for this group (say, college students learning chemistry) but not that group (say, 3rd graders learning spelling rules).

(For example: here and here.)

So, I really should ask myself: what are the boundary conditions for retrieval practice?

Retrieval Practice Limitations?

In the first place, retrieval practice has become so popular because it works so well in so many circumstances.

It helps 2nd graders and adult learners.

It helps with declarative knowledge and procedural knowledge.

And, it helps Red Sox fans and Dodgers fans. (I might have made that one up.)

However, I have recently seen research into two retrieval practice limitations, and I think they’re important for teachers to keep in mind.

“Narrow” vs. “Broad” Learning

Researcher Cindy Nebel (nee Wooldridge) wanted to know if retrieval practice helps students learn only the information they retrieve. That is, it might have a narrow, focused effect.

Or perhaps it helps students remember ideas related to the information they retrieve. Retrieval of one memory might broadly influence other memory networks.

In my geography class, for instance, students might learn that the capital of Egypt is Cairo, and that its main economic drivers are tourism and agriculture.

I encourage my students to make flashcards to help them remember capitals. When a student looks at her Egypt flashcard, will remembering its capital (“Egpyt!”) help her remember its main industries as well? Or, does it help consolidate only that specific memory network?

Alas, according to Nebel’s research, RP has a “narrow,” not a “broad” effect. It helps students remember the specific information they retrieved, but not related concepts.

Practically speaking, this finding suggests that we should be sure to tailor retrieval practice exercises quite precisely to the specific memory we want students to form. A question about triassic fossils won’t necessarily help them recall specifics about the end of the cretaceous era.

If we want them remember asteroid impacts, we should use RP to foster those memories.

Question Difficulty, Difficult Questions

A more recent study has looked at other retrieval practice limitations: fluid intelligence, and question difficulty. This research is still behind a paywall, and so I haven’t looked at the specifics.

The abstract, however, suggests that — especially on difficult items — students with relatively low fluid intelligence might benefit more from review than RP.

This research finding raises several questions: how, precisely, do we measure question difficulty?

And: how much stock do we want to put into measures of fluid intelligence?

Classroom Decisions

As always, the question comes down to this: “what should I, as the classroom teacher, actually do?

Based on this research, I think we can reach a few clear conclusions:

In many circumstances, retrieval practice helps students remember more than simple review.

As much as possible, we should ensure that we have students retrieve the precise information (or process) we want them to remember. Nearby questions might not help enough.

When working with difficult material, or with students who really struggle in school, we should keep an open mind. Try different learning strategies, and see which ones prove most effective with this student right here.

I’ll keep you posted as I read more about boundary conditions for retrieval practice.

Let’s Get Practical: When Should Students Self-Test?
Andrew Watson
Andrew Watson

Psychology can offer advice to teachers, but sometimes that advice is frustratingly vague.

We know, for example, that attention is important.

We know that it results from a combination of three neural processes: alertness, orienting, and executive attention.

But: what do teachers DO with that knowledge? How do we teach any differently?

Retrieval Practice Timing

retrieval practice timingFor example, we’ve seen lots of research showing that retrieval practice helps students learn.

That is: rather than simply looking back over material, students should somehow quiz themselves on it.

They might use flash cards.

They might try a “brain dump”: just writing down everything they remember on a topic.

They can use quizlet to review key points.

Given that lots of student learning happens with textbooks, teachers have a very practical question: when should they do that retrieval?

Textbooks often include practice questions. Should students try to answer them as they go along? Or, should they wait until they have read the full chapter?

Happily, this question can be studied quite straightforwardly.

Uner & Roediger had three groups of students read a chapter from a science textbook.

One group did nothing to review.

A second group reread key passages from the book.

A third group answered the self-study questions in the textbook. Some of those questions appeared at the end of a section. Some appeared at the end of the chapter. And some appeared in both places.

Which group remembered this information better two days later?

Retrieval Practice Timing, and Beyond

Unsurprisingly, the students who reread the information remembered a bit more than those who did not. The rereaders averaged a 44.8 on the quiz, whereas the one-time readers averaged a 34.2.

The self-testers? They averaged a 61.5.

As we’ve seen before, self-testing is a HUGE help.

(By the way, you might think “61.5 is a terrible score. That’s almost failing!” However, this isn’t a class test; it’s a relative measurement. The point isn’t what the students scored, but how the groups scored compared to each other. The self-testers remembered much more.)

What about the timing? Is it better to answer questions at the end of the section, or the end of the chapter.

As it turned out, both times worked equally well. As long as students do the retrieval practice, it doesn’t particularly matter at what point in the chapter they do so.

Here’s the intriguing finding: questions answered twice — both at the end of the section and and the end of the chapter — led to even higher learning.

That might not sound surprising, but other researchers have found that one retrieval practice exercise produces as much benefit as two.

Keepin’ It Real

Psychology researchers could easily get focused on studies in the lab. They can control variables better; they’re faster to run.

I always feel especially happy to find researchers who keep their gaze on practical classroom applications.

In this case, we’ve learned: a) that retrieval practice helps students learn from textbooks, b) that students can answer relevant questions at any time and still get this benefit, and c) that two attempts to answer the question are (or, at least, might be) better than one.

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Andrew Watson
Andrew Watson

Unless you’ve been napping under a LatB rock, you’ve heard about the importance of research-based study habits.

study habits

In particular, you know that students should spread practice out over time rather than bunching practice all together. (The benefits are called the spacing effect.)

And, you know that students should not simply look over what they already know. Instead, they should quiz themselves to see what they can actively retrieve from memory. (That’s called retrieval practice.)

Here’s a little secret you might not know: most of the research about the spacing effect and retrieval practice takes place in psychology labs.

What happens in the real world? Do students who use these techniques actually learn more than those who don’t?

Asking Students about their Study Habits

In a recent study, Fernando Rodriguez and colleagues surveyed students about their study practices.

Do these students space practice over time? Do they do all of their studying all in one session?

Perhaps they quiz themselves on what they know? Or, perhaps they reread the textbook?

Rodriguez & Co. then compared these answers to the students’ grade in the class. By this method, they could tease out the effects of spacing and retrieval practice on actual learning.

So: did these research-endorsed study habits translate into classroom learning?

No. And, Yes.

Rodriguez found mixed results.

Study habits that spaced practice out didn’t make any difference. Students who crammed and students who studied material in several brief sessions got the same final grade.

(I’ll propose an explanation for this finding below.)

However, retrieval practice made a clearly measurable difference. Students who reviewed material averaged a B-. Those who self-tested averaged a B.

Given that both study techniques take the same amount of time, it obviously makes sense to self-test. Students who do so learn more. Retrieval practice just works.

Spacing Doesn’t Help? Or, Spacing Already Helped?

If we’ve got so much research showing the benefits of spacing, why didn’t it help students in this class?

We don’t know for sure, but one answer stands out as very probable: the professor already did the spacing for the students.

That is: the syllabus included frequent review sessions. It had several cumulative tests. The class structure itself required students to think about the material several times over the semester.

Even if students wanted to cram, they couldn’t wait until the last moment to review. The test schedule alone required them to review multiple times.

So: the students’ own additional spacing study habits didn’t help.

However, in a class where the professor hadn’t required spacing, it most likely would have done so.

The Bigger Picture

This possibility, in my view, underlines a bigger point about spacing and retrieval practice:

For the most part, students have primary responsibility for retrieval practice, whereas teachers have primary responsibility for spacing.

That is: students — especially older students — should learn to review by using retrieval practice strategies. (Of course, especially with younger students, teachers should teach RP strategies. And, offer frequent reminders.)

Teachers — in our turn — should design our courses to space practice out. (Of course, students should do what they can to space practice as well.)

In other words: retrieval practice is largely a study habit. Spacing is largely a teaching habit.

Students will get the most benefit from this research when we divide up responsibility this way.

Vital Resources in Psychology: the Best Research for Teachers
Andrew Watson
Andrew Watson

vital resources in psychologyOver the last ten years, I’ve found many articles and studies that I return to frequently.  Some summarize lots of research suggestions. Others explore particular questions with verve and clarity.

I hope you enjoy these as much as I do.

Vital Resources in Psychology: Big Lists

Our students often confuse PERFORMANCE (a high score on a test) with LEARNING (enduring knowledge and skill). Nick Soderstrom sorts through all kinds of evidence to help teachers distinguish between the two. Helpfully, he includes evidence for both physical and cognitive learning.

Learning versus Performance: An Integrative Review, by Nick Soderstrom and Robert Bjork

This comprehensive (!) article examines research behind ten well-known teaching practices: from underlining to retrieval practice. In each case, it looks at the quality of evidence. It then helps you choose those that fit your subject and your students best. (Danger: several sacred oxen gored here.)

Improving Students’ Learning with Effective Learning Techniques, by John Dunlosky (and many others)

Deans for Impact have boiled their suggestions to a list of six. You’ve got everything here from motivation to transfer. It also offers a solid list of sources when you want to check out the primary research.

The Science of Learning, by Deans for Impact

Vital Resources: Enlightening Studies

Regular readers of this blog know that “retrieval practice” helps students learn MUCH more effectively than simple review does. In brief: don’t have students reread a chapter. Have them quiz each other on the chapter. This kind of active recall fosters new learning. In this splendid study, a researcher, a teacher, and a principal move this finding out of the psychology lab and into the classroom.

The Value of Applied Research: Retrieval Practice Improves Classroom Learning and Recommendations from a Teacher, a Principal, and a Scientist, by Agarwal, Bain, and Chamberlain

In this marvelous study, researchers wonder if testing students on material before they’ve even seen it might help them ultimately learn it better. Here’s the fun part: when their first study suggests the answer is “yes,” they then repeat the study four more times in an attempt to prove themselves wrong.  Only when they can’t come up with any other explanations for their findings do they finally persuade themselves.

The Pretesting Effect: Do Unsuccessful Retrieval Attempts Enhance Learning?, by Richland, Kornell, and Kau

 

 

Motivating Retrieval Practice: Money Doesn’t Help
Andrew Watson
Andrew Watson

Brain Chalkboard_CreditGiven all the benefits that come from retrieval practice, we should surely encourage our students to use this technique as much as possible. How can we best motivate them to do so?

Three researchers in Europe offer this answer: subtly.

More specifically, their research finds that offering students extrinsic rewards for their retrieval practice reduced its effectiveness.

Students offered rewards made more mistakes when they first tried to recall information, and–even taking those initial errors into account–remembered less than their fellow students who had received no enticement to practice.

In this study, the extrinsic rewards were cash payments: students received a euro for every correct answer. In schools, we rarely pay students money to get correct answers. However, we quite often pay them with grades.

This study suggests that retrieval practice should–as much as possible–come in the form of very-low-stakes or no-stakes retrieval.

Benefiting from Retrieval Practice: Get the Timing Just Right
Andrew Watson
Andrew Watson

Retrieval Practice Timing Affects its Benefits

I’ve posted a lot here recently about retrieval practice: the practice of reviewing material by pulling it OUT of the student’s head rather than trying to put it back IN.

For example: if I ask my students to write down the 5 main points from yesterday’s class about the Buddha, that’s retrieval practice. They have to get info out of their heads.

If, instead, I remind them of the 5 main points from yesterday’s class, that’s not retrieval practice. After all, I’m putting information back in.

The short sales pitch for retrieval practice is: it works for all students in all subjects, all the time. (Ask Dr. Pooja Agarwal.)

Unless…

Of course, all students in all subjects all the time is quite a grand claim. It’s rare for any teaching practice to work all the time, so we should be on the lookout for boundary conditions.

And, indeed, one has recently jumped out at me.

The story is interestingly complicated. I promise, however, that a close study of this complexity leads to specific and useful teaching advice. So: hang in there!

When Retrieval Practice Timing Might Be Bad

Imagine that, in yesterday’s class, we went over ten definitions for key economics terms. I want to begin today’s class with a quick review, so we go back over five of those terms.

My assumption is that, by reviewing five, I’m actually helping you to remember all ten.

Here’s the surprising research finding: by practicing some of the terms, I actually make it LESS LIKELY that you’ll remember the unpracticed terms.

In other words: recalling some of the words prompts you to forget the unpracticed words.

Psychologists call this bizarre result retrieval-induced forgetting. After all, the retrieval — that is, the practice — induced you to forget.

When Research Fields Contradict

So: the retrieval practice research says that retrieval is beneficial for memory.

And: the retrieval-induced forgetting research says that retrieval is detrimental for memory.

What happens when teachers do both? Does one cancel out the other? Can Superman defeat Iron Man?

Research done by Jason CK Chan helps answer this intriguing question.

The short answer is: in the short term, retrieval-induced forgetting is stronger. So: if I quiz you on five of those economics terms, and then give you the final test on those terms an hour later, you’re more likely to forget the five unpracticed words.

However, in the longer term, retrieval practice is stronger. So: the quiz on five terms will benefit you if you take that final test 24 hours later.

This result is especially likely if my quiz encourages you to think about how these five words connect conceptually to the other words.

Practical Advice

Although these research findings can be difficult to follow, they do all lead to a specific suggestion.

Retrieval practice is an excellent study strategy for students more than 24 hours ahead of a test. However, within that 24 hour window, teachers and students should focus more on connecting ideas rather than recalling them.

To update Dr. Agarwal’s guidance: retrieval practice works for all students in all subjects, (almost) all the time.

Highlighting Retrieval Practice
Andrew Watson
Andrew Watson

AdobeStock_68766625_Credit

The Effortful Educator describes his fun system for using highlighters during retrieval practice. He teaches AP Psychology in high school, but I suspect this system could be easily used with younger students as well.

EE’s lesson plan stands out for two reasons.

First: it’s a great example of retrieval practice — asking students to pull information out of their brains rather than trying to put more information in.

Second: it’s a great example of translation. EE knows the research about retrieval practice–he’s a psychology teacher after all. In this case, he’s gone well beyond simply replicating methods used by psychology teachers. Instead, he’s thought carefully about the uses of that idea in his particular context, and he’s translated the research to make it work for his students.

In other words: you might emulate the Effortful Educator’s specific strategy of using different colored highlighters. You should emulate his general strategy of adapting psychology to your classroom, your students, and your own approaches to teaching.

Welcome to “the Messiness”
Andrew Watson
Andrew Watson

AdobeStock_47527235_Credit

In a recent interview on this blog, Dr. Pooja K. Agarwal spoke about the benefits of retrieval practice: a study technique that–in her words–focuses on pulling information OUT of students’ brains rather than getting it back IN.

For example: if I begin today’s class by having my students write down three things they remember from yesterday’s lesson on the Han dynasty, that’s retrieval practice. After all, they’re going back into their memories and drawing OUT facts and ideas we discussed.

If, however, I begin by briefly summarizing yesterday’s class, well, then I’m trying to put information back IN. That’s not retrieval practice.

Dr. Agarwal summarizes the benefits of retrieval practice thus: “it works for all students in all subjects, all the time.”

Sounds tempting, no?

Pushing Boundaries

In one part of our conversation, Dr. Aragwal notes that she likes doing research in actual classrooms with actual students–rather than in psychology labs in highly controlled conditions–because “I really like the messiness of of doing scientific research in classrooms. The fire alarms, and school assemblies, and kids who are out sick, I really enjoy it because it pushes boundaries.”

In the spirit of messiness, here’s a recent post from the Learning Scientists about using retrieval practice in elementary school to learn vocabulary.

The good news about this study:

First: it took place in a real school with real students, not in a psychology lab. That means its results are likelier to be meaningful to teachers.

Second: the participants were 9-year-olds, not college students. So, we can be more confident that retrieval practice works with…say…4th graders.

Third: the study took place in the Netherlands, so we’ve got reason to believe that the benefits go beyond a North American cultural context.

So far, so good.

Let the Messiness Begin

At the same time, this particular study revealed a few muddles as well.

Muddle #1: the size of the benefit was relatively small. Retrieval practice produced more learning than simple restudy, and more than “elaborative retrieval,” but statistically speaking that difference was harder to find than in a psychology lab.

Muddle #2: Dr. Agarwal’s research shows that fill-in-the-blank retrieval practice and multiple-choice retrieval practice are equally effective. This study, however, contradicts that finding; multiple-choice retrieval didn’t produce more learning than pure restudy.

Muddle #3: believe it or not, muddle #3 contradicts muddle #2. Because of the study design, the authors acknowledge that their own findings about multiple-choice tests aren’t fully persuasive. For example: because the average score on the multiple-choice tests was above a 90%, there wasn’t enough difference among the students’ scores to calculate meaningful effects.

What should teachers do with all this contradictory information?

My advice: Embrace the muddle.

Teachers should expect that different studies produce muddled–and occasionally contradictory–results.

No one study tells us everything we need to know about retrieval practice. Instead, we’re looking for patterns of findings.

If we do ten studies, and eight of them show that retrieval practice helps learning, that’s impressive. We don’t need to be thrown off by one study that shows no effect–or, as in this case, a relatively smaller effect than in a psych lab.

The Quiet Finding

Although the authors don’t dwell on this point, one finding jumped out at me.

In one of the restudy conditions, students were asked to “elaborate” on the meaning of the word. For example, as they tried to remember “compost pile,” they were asked to circle the words relating to a compost pile on this list: manure, plastic, delicious, orange-peels, mailbox, dead leaves.

My teacherly instincts tell me that this restudy condition ought to help students. After all, to circle the correct words, they have to think a bit harder about the meaning of the phrase “compost pile.” That additional thought strikes me as a desirable difficulty, and ought to produce more learning.

But–at least in this one study–it didn’t. Students who “elaboratively restudied” scored between the “pure restudy” group and the “retrieval practice” group–and their scores weren’t significantly different from either.

The Take-Aways…

I myself reach three conclusions based on this research:

A) Yup: retrieval practice still works, even with 4th graders, even with vocabulary learning, even in the Netherlands.

B) My instincts about elaborative restudy might be off. I should keep my eyes peeled for further research.

C) The muddle isn’t disheartening, it’s enjoyable. Jump in–the water’s warm!