想不起来的
那几秒,
最长记性
第一话 眼熟
让阿忆以为自己都会了的,是“眼熟”。有实验把单词印成大字和小字,大家都觉得大字的更好记,真考起来几乎没有差别,事先提醒过也照样这么觉得。2009 年一份调查里,177 个大学生八成多靠重读复习,把合上书考自己当头号办法的,只有 2 个。
第二话 一个人的实验
1879 年起,赫尔曼·艾宾浩斯拿自己做实验:背没有意思的音节表,隔一段时间再背同一张,看能比第一次省多少时间。二十分钟后省 58%,一天后 34%,一个月后还有 21%。2015 年有人照原样重做,一个月那一点低得多(4% 左右),但也不是零。忘了,不等于没了。
第三话 两个数
加州大学洛杉矶分校的 Robert Bjork 和 Elizabeth Bjork 是一对夫妻,结婚二十三年后才第一次合写论文。1992 年,他们提出:每样记住的东西都有两个数。提取强度是现在想不想得起来,储存强度是在脑子里扎得多深,理论假定后者只攒不丢;“我记住了”的感觉,只量得到前一个。
第四话 想起来的那一下
这个理论最反直觉的一条:每想起一次,储存强度都会涨,而当时越难想起来,涨得越多;自己想起来,也比照着再看一遍涨得多。前提是最后想起来了,或者实在想不起来时马上看到了答案。Robert Bjork 在 1994 年给这类“学的时候费劲、记得更牢”的安排起了个名字,叫 desirable difficulties,可以译成“值得的难”。
第五话 读四遍对考三次
2006 年,Henry Roediger 和 Jeffrey Karpicke 让大学生读一篇短文:一组读四遍,一组读一遍、再合上书写三次。五分钟后读四遍的领先,83% 对 71%;一周后倒过来,61% 对 40%。读四遍的那组,反而对自己更有信心。
第六话 错得理直气壮
越有把握的错,看过正确答案以后反而记得最牢(Butterfield 和 Metcalfe,2001)。先猜也有用:先猜一个答案、猜错了再看,比直接看答案记得牢,哪怕题目是编出来的、根本猜不对;不过猜的东西得和答案沾点边,毫不相干的瞎猜帮不上忙。长城那题:杨利伟 2003 年从太空回来就说过,他没看到长城。
第七话 隔开
艾宾浩斯 1885 年就发现,38 遍摊在三天里,顶得上前一天一口气背 68 遍。1993 年,心理学家 Harry Bahrick 发表了一项九年的研究,四位受试者据报道就是他们一家四口:隔八周复习 13 次,和隔两周复习 26 次记得差不多。隔多久合适?一项一千三百多人的实验给的粗略说法是:想记一周,隔一两天复习;想记一年,隔三四个星期。
第八话 混着来
2008 年,Nate Kornell 和 Robert Bjork 让人认十二位画家的画风,混着看的人认得更准,可多数人还是觉得一位一位看好;2014 年有人找 123 人重做,结果一样,认对 75% 对 66%,而 71% 的人站错了队。2020 年佛罗里达 787 名七年级学生的课堂试验里,多做打乱题的一组一个月后得分 61%,老办法 38%。不过混着学不是万能的:分辨长得像的东西最有用,背一串单词,反而分开背更好。
番外 替身面板
最后,把五种学法画成替身面板。重读和划重点,当时舒服、看着眼熟、当场见效,偏偏记不牢;考自己、隔开、混着练,正好反过来。在学习这件事上,感觉总是站在另一边。
明天就能做的几件事
- 读完一节,先合上书,用三分钟把记得的写下来,或者说给自己听。写不出来的地方,就是下次要看的地方。
- 卡住的时候,先别急着翻答案,给自己十秒。实在想不起来,再看,而且一定要看。
- 别把复习挤在一个晚上。今天学的,过两天考自己一次,下周再考一次。
- 几类题混在一起做。下笔之前,先问自己一句:这是哪一类?
- 把“我要多复习”写成一句“如果……就……”。比如:如果我吃完晚饭坐到书桌前,就先合上书默写三分钟。
最后一条有个名字,叫“执行意图”。Peter Gollwitzer 和 Paschal Sheeran 汇总过 94 项研究、八千多人:写成“如果……就……”的计划,比只下决心更容易做到。
做这些事的时候,你会难受,会发现自己忘了好多。这种难受是对的。它不说明你笨,它说明你在长。
写在最后
艾宾浩斯的曲线常被拿来吓人:看,忘得多快。我更愿意记住它的另一半:它没有掉到零。你学过的东西,比你以为的留下得多,等的只是一个线索。
所以下次卡在那儿、怎么也想不起来的时候,别骂自己。深呼吸,再想几秒。
“想不起来的那几秒,
不是白费,
是记忆在长。
你有没有一样东西,以为早就忘光了,一个线索又全想起来了?你的学习替身,是『重读』,还是『考自己』?
- M. G. Rhodes, A. D. Castel (2008), Memory predictions are influenced by perceptual information, JEP: General 137(4)
- J. D. Karpicke, A. C. Butler, H. L. Roediger (2009), Metacognitive strategies in student learning, Memory 17(4)
- H. Ebbinghaus (1885), Über das Gedächtnis;英译本 Memory: A Contribution to Experimental Psychology(1913);重做:J. M. J. Murre, J. Dros (2015), PLoS ONE 10(7)
- R. A. Bjork, E. L. Bjork (1992), A new theory of disuse and an old theory of stimulus fluctuation;R. A. Bjork (1994), Memory and metamemory considerations in the training of human beings
- H. L. Roediger, J. D. Karpicke (2006), Test-enhanced learning, Psychological Science 17(3)
- B. Butterfield, J. Metcalfe (2001), Errors committed with high confidence are hypercorrected, JEP: LMC 27(6);N. Kornell, M. J. Hays, R. A. Bjork (2009), Unsuccessful retrieval attempts enhance subsequent learning, JEP: LMC 35(4);B. J. Huelser, J. Metcalfe (2012), Making related errors facilitates learning, but learners do not know it, Memory & Cognition 40(4)
- 杨利伟谈长城:China’s spaceman shatters a myth, Al Jazeera, 2003-10-17
- H. P. Bahrick et al. (1993), Maintenance of foreign language vocabulary and the spacing effect, Psychological Science 4(5);N. J. Cepeda et al. (2008), Psychological Science 19(11)
- N. Kornell, R. A. Bjork (2008), Psychological Science 19(6);重做:P. P. J. L. Verkoeijen, S. Bouwmeester (2014), Frontiers in Psychology 5:259
- D. Rohrer et al. (2020), A randomized controlled trial of interleaved mathematics practice, Journal of Educational Psychology 112(1);M. Brunmair, T. Richter (2019), Similarity matters, Psychological Bulletin 145(11)
- J. Dunlosky et al. (2013), Improving students’ learning with effective learning techniques, Psychological Science in the Public Interest 14(1)
- P. M. Gollwitzer, P. Sheeran (2006), Implementation intentions and goal achievement: A meta-analysis, Advances in Experimental Social Psychology 38
The Seconds You
Can't Remember
Teach You the Most
Episode 1: Looks Familiar
What convinced Ayi that it was all learned was the feeling that it “looks familiar.” One experiment printed words in large or small type. People felt the large words would be easier to remember, but on the real test there was almost no difference, and they kept feeling that way even when warned in advance. In a 2009 survey of 177 college students, more than 80% studied by rereading, and only 2 named closing the book and testing themselves as their top strategy.
Episode 2: A One-Man Experiment
Starting in 1879, Hermann Ebbinghaus experimented on himself. He memorized lists of nonsense syllables, memorized the same list again after a while, and measured how much time he saved compared with the first time. After twenty minutes he saved 58%; after a day, 34%; after a month, still 21%. A 2015 replication followed the original procedure. Its one-month figure was much lower (about 4%), but it was not zero either. Forgotten does not mean gone.
Episode 3: Two Numbers
Robert and Elizabeth Bjork of UCLA are husband and wife, and they wrote their first paper together twenty-three years into their marriage. In 1992 they proposed that everything you remember has two numbers. Retrieval strength is whether you can recall it right now; storage strength is how deeply it is rooted in your mind, and the theory assumes this one only builds up and is never lost. The feeling “I’ve got it” measures only the first.
Episode 4: The Moment It Comes Back
The theory’s most counterintuitive claim: every time you recall something, its storage strength goes up, and the harder it was to recall at the time, the more it goes up. Recalling it yourself also raises it more than reading it over again. This holds as long as you do recall it in the end, or see the answer right away when you really can’t. In 1994 Robert Bjork gave such arrangements, where learning takes more effort and the memory holds better, a name: desirable difficulties.
Episode 5: Four Reads vs. Three Tests
In 2006 Henry Roediger and Jeffrey Karpicke had college students study a short passage. One group read it four times; the other read it once, then closed the book and wrote down what they could recall, three times. After five minutes the four-reads group was ahead, 83% to 71%. After a week it was the other way around, 61% to 40%. And it was the four-reads group that felt more confident.
Episode 6: Confidently Wrong
The more confident you were in a wrong answer, the better you remember the right one once you have seen it (Butterfield and Metcalfe, 2001). Guessing first helps too. Guess an answer, get it wrong, then look, and you remember better than if you had simply been shown the answer, even when the questions are made up and impossible to guess correctly. But the guess has to be somewhere near the answer; a wild guess that has nothing to do with it does not help. As for the Great Wall: when Yang Liwei came back from space in 2003, he said right away that he had not seen it.
Episode 7: Space It Out
Ebbinghaus found as early as 1885 that 38 repetitions spread over three days did as much as 68 in one go the day before. In 1993 the psychologist Harry Bahrick published a nine-year study whose four subjects were reportedly his own family of four: 13 reviews eight weeks apart worked about as well as 26 reviews two weeks apart. How far apart should reviews be? An experiment with more than 1,300 people gives a rough rule: to remember something for a week, leave a day or two before reviewing it; to remember it for a year, leave three or four weeks.
Episode 8: Mix It Up
In 2008 Nate Kornell and Robert Bjork had people learn the styles of twelve painters. Those who saw the paintings mixed together identified the styles more accurately, yet most people still felt one painter at a time worked better. In 2014 a replication with 123 people found the same thing: 75% correct versus 66%, and 71% of people backed the wrong side. In a 2020 classroom trial with 787 seventh graders in Florida, the group that did more shuffled problems scored 61% a month later, against 38% for the old way. Mixing is not a cure-all, though. It helps most with telling apart things that look alike; for memorizing a list of words, learning them separately actually works better.
Extra: Stand Stats
Finally, here are five ways of studying drawn as Stand stat cards. Rereading and highlighting feel comfortable at the time, look familiar and pay off on the spot, yet they don’t stick. Self-testing, spaced review and interleaved practice are the exact opposite. When it comes to learning, your feelings always take the other side.
Things You Can Do Tomorrow
- When you finish a section, close the book and spend three minutes writing down what you remember, or saying it to yourself. Whatever you can’t write down is what to look at next time.
- When you get stuck, don’t rush to the answer. Give yourself ten seconds. If it really won’t come, then look, and be sure you do look.
- Don’t cram your review into one night. Whatever you learn today, test yourself on it a couple of days later, and again next week.
- Do several kinds of problems mixed together. Before you start writing, ask yourself: which kind is this?
- Turn “I should review more” into an “if…, then…” sentence. For example: if I sit down at my desk after dinner, then I will first close the book and write from memory for three minutes.
The last one has a name: “implementation intentions.” Peter Gollwitzer and Paschal Sheeran pooled 94 studies covering more than 8,000 people: plans written as “if…, then…” are carried out more often than plain resolutions.
Doing these things will feel uncomfortable, and you will find you have forgotten a lot. That discomfort is as it should be. It doesn’t mean you are stupid. It means you are growing.
In closing
Ebbinghaus’s curve is often used to scare people: look how fast we forget. I would rather remember the other half of it: it never drops to zero. More of what you have learned stays with you than you think. It is only waiting for a cue.
So the next time you are stuck and just can’t remember, don’t scold yourself. Take a deep breath and think for a few more seconds.
“Those seconds when you can’t remember
are not wasted.
They are your memory growing.
Is there something you thought you had long forgotten, until one cue brought it all back? Is your study Stand『Rereading』or『Self-testing』?
- M. G. Rhodes, A. D. Castel (2008), Memory predictions are influenced by perceptual information, JEP: General 137(4)
- J. D. Karpicke, A. C. Butler, H. L. Roediger (2009), Metacognitive strategies in student learning, Memory 17(4)
- H. Ebbinghaus (1885), Über das Gedächtnis; English translation Memory: A Contribution to Experimental Psychology (1913); replication: J. M. J. Murre, J. Dros (2015), PLoS ONE 10(7)
- R. A. Bjork, E. L. Bjork (1992), A new theory of disuse and an old theory of stimulus fluctuation; R. A. Bjork (1994), Memory and metamemory considerations in the training of human beings
- H. L. Roediger, J. D. Karpicke (2006), Test-enhanced learning, Psychological Science 17(3)
- B. Butterfield, J. Metcalfe (2001), Errors committed with high confidence are hypercorrected, JEP: LMC 27(6); N. Kornell, M. J. Hays, R. A. Bjork (2009), Unsuccessful retrieval attempts enhance subsequent learning, JEP: LMC 35(4); B. J. Huelser, J. Metcalfe (2012), Making related errors facilitates learning, but learners do not know it, Memory & Cognition 40(4)
- Yang Liwei on the Great Wall: China’s spaceman shatters a myth, Al Jazeera, 2003-10-17
- H. P. Bahrick et al. (1993), Maintenance of foreign language vocabulary and the spacing effect, Psychological Science 4(5); N. J. Cepeda et al. (2008), Psychological Science 19(11)
- N. Kornell, R. A. Bjork (2008), Psychological Science 19(6); replication: P. P. J. L. Verkoeijen, S. Bouwmeester (2014), Frontiers in Psychology 5:259
- D. Rohrer et al. (2020), A randomized controlled trial of interleaved mathematics practice, Journal of Educational Psychology 112(1); M. Brunmair, T. Richter (2019), Similarity matters, Psychological Bulletin 145(11)
- J. Dunlosky et al. (2013), Improving students’ learning with effective learning techniques, Psychological Science in the Public Interest 14(1)
- P. M. Gollwitzer, P. Sheeran (2006), Implementation intentions and goal achievement: A meta-analysis, Advances in Experimental Social Psychology 38