23-019 · EVIDENCE A · LOW-RISK READING

Test yourself using questions based on how you’ll use the material later; don’t just recite it verbatim

要背的内容按将来的用法出题考自己,别原样背一遍就算完

Source cost

There’s no expense involved, nor does it require extra time. The only change is the practice method: replace “reciting it verbatim” with “creating questions based on future usage.” The real challenge is figuring out exactly how you’ll apply this material later on.

Source return

Testing yourself after closing the book offers benefits far beyond rote memorization. Extensive experimental comparisons confirm that practice testing transfers effectively to varied question formats, practical applications, and complex reasoning tasks. However, its benefit diminishes in two scenarios: when question-and-answer pairings are reversed, and when the underlying concepts were merely read without any active retrieval attempt.

Evidence grade

A

THE LOW-ROI DETOURSatire, not advice

Move “Test yourself using questions based on how you’ll use the material later; don’t just recite it verbatim” to Future Me's calendar

The excuse

One more exception feels free because the bill arrives outside the current scene.

What feels good now

Today I keep a few minutes, a bit of persistence and avoid interrupting my default routine.

What the source says

The source summarizes the return this way: “Testing yourself after closing the book offers benefits far beyond rote memorization. Extensive experimental comparisons confirm that practice testing transfers effectively to varied question formats, practical applications, and complex reasoning tasks. However, its benefit diminishes in two scenarios: when question-and-answer pairings are reversed, and when the underlying concepts were merely read without any active retrieval attempt.” Evidence grade A. The original states the population, caveats, and sources; this is not a personal forecast.

THE ENGLISH EDITION

Original recommendation and evidence

Source commit a994b6a0c905

19. Test yourself using questions based on how you’ll use the material later; don’t just recite it verbatim

Cost: There’s no expense involved, nor does it require extra time. The only change is the practice method: replace “reciting it verbatim” with “creating questions based on future usage.” The real challenge is figuring out exactly how you’ll apply this material later on.

In plain terms: Testing yourself after closing the book offers benefits far beyond rote memorization. Extensive experimental comparisons confirm that practice testing transfers effectively to varied question formats, practical applications, and complex reasoning tasks. However, its benefit diminishes in two scenarios: when question-and-answer pairings are reversed, and when the underlying concepts were merely read without any active retrieval attempt.

Benefit: This meta-analysis examined over 40 years of research, drawing from 67 published and unpublished papers, 122 experiments, and 192 measures of transfer effects involving 10382 participants total. Compared to simply reviewing material without testing, practice testing led to measurable learning transfer, with an effect size of d = 0.40 (95% CI 0.31–0.50). Transfer was strongest when participants answered questions of a different type, application or reasoning problems, or medical‑diagnosis‑style queries involving similar concepts. Transfer was weakest when the stimulus–response pairing was reversed, when material had only been encountered but never tested, or when dealing with example‑style problems. Factors such as whether the practice and test formats matched, whether detailed feedback was provided, and whether participants answered correctly on the initial test all strongly influenced whether positive transfer occurred. Two separate methods were used to correct for publication bias; while these adjustments modestly affected effect sizes, they substantially lowered the baseline intercept value. Under these conditions, positive transfer is often not observed at all.

Evidence grade: A

Sources: Pan SC, Rickard TC (2018). Transfer of test-enhanced learning: meta-analytic review and synthesis. Psychological Bulletin, 144(7), 710-756. <https://doi.org/10.1037/bul0000151>

Notes: The term “memorization” usually bundles two distinct activities: repeatedly reading or highlighting material, and actively recalling it after closing the book. The former receives the lowest rating in a review that ranked ten learning strategies; for those ratings themselves, see item 16 (avoid relying on highlighting, repeated reading, or summarization as primary methods). What matters here is the latter: actively recalling information without looking at the source, as described in item 14 (self‑testing after closing the book). This practice should also be spread across several days, as noted in item 15 (distributed practice). Begin by determining how you’ll ultimately use the material—whether you’ll need to select answers on a test or make judgments in a real‑world setting—and then create questions that mirror those situations. It’s also valuable to reverse the question–answer order during practice, because the meta‑analysis showed that transfer is weakest in that direction; both orientations should be practiced.

Read the complete Chinese source and notes

19. 要背的内容按将来的用法出题考自己,别原样背一遍就算完

成本: 不花钱,也不多花时间。变的只是练法:把「原样背一遍」换成「按将来的用法出题考自己」。难在得先想清楚这些东西将来要怎么用。

说人话: 合上书考自己,好处不只停在背过的那几个字上。192 项对比、一万多人合起来算,它对换了题型的题、对应用题和推理题也管用,幅度中等偏小。但有两种情况几乎没用:把问法和答案对调,以及只在书上见过、从来没被考过的内容。

收益: 一项荟萃分析汇总了 40 多年的研究,含 67 篇已发表和未发表的文章、122 个实验、192 个迁移效应量,总人数 10382 人。和「再看一遍但不考」的对照相比,练习性测验带来的学习确实能迁移到别的情境,效应量 d=0.40(95% CI 0.31 到 0.50)。迁移最强的几种情况是:换一种题型考、考应用题和推理题、医学诊断类的问题、考意思相近的线索词。迁移最弱的几种是:把刺激和反应对调、初学时见过但没被考过的材料、例题类问题。调节因素中,练时和考时的作答形式是否一致、有没有做过带详细反馈的提取练习、以及初次测验答对没有,都强烈影响会不会出现正向迁移。作者还用两种方法校正了发表偏倚,调节因素的效应量受影响很小,但截距估计被明显压低:上面这些条件一个都不具备时,常常看不到正向迁移

证据等级: A

来源: Pan SC, Rickard TC (2018). Transfer of test-enhanced learning: meta-analytic review and synthesis. Psychological Bulletin, 144(7), 710-756. <https://doi.org/10.1037/bul0000151>

备注: 「背」这个词平时把两件事混在一起:把材料再过一遍(反复读、划重点),和合上书主动回想。前一类在那份给十种学法排队的综述里评级最低,想看评级本身见第 16 条(别把划重点、反复读、写摘要当成主要学法)。要做的是后一类:合上书主动回想,具体见第 14 条(合上书自测),而且要分几天做,见第 15 条(摊到几天)。做法是先想清楚将来怎么用:是要在卷子上选出来,还是要在现场判断出来,然后照那个形式出题考自己。反过来对调着考一遍也值得做,因为这份荟萃分析里对调方向的迁移最弱,两个方向都得练到。

Author's scope notes: 「背」这个词平时把两件事混在一起:把材料再过一遍(反复读、划重点),和合上书主动回想。前一类在那份给十种学法排队的综述里评级最低,想看评级本身见第 16 条(别把划重点、反复读、写摘要当成主要学法)。要做的是后一类:合上书主动回想,具体见第 14 条(合上书自测),而且要分几天做,见第 15 条(摊到几天)。做法是先想清楚将来怎么用:是要在卷子上选出来,还是要在现场判断出来,然后照那个形式出题考自己。反过来对调着考一遍也值得做,因为这份荟萃分析里对调方向的迁移最弱,两个方向都得练到。

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Original content by eternity4719 under CC BY 4.0. English translation is credited in the source notes. HowToLiveWorse adds a clearly labeled satirical response.

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