教育界最大的迷思:学习风格真的存在吗? veritasium 2021-07-09

学习风格:一个普遍的信念

本视频探讨的是学习风格。你属于哪种类型的学习者呢?

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This video is about learning styles. What kind of learner are you?

许多人会说:“哦,我是视觉型的人,所以必须亲眼看到东西。”“我也是。”“我想我是视觉型学习者。”“视觉型。”“我记得公式是靠听觉的。”“我需要与材料互动。”“我喜欢亲自动手学习。”“非常注重实践。”“实践型学习者。”“实践型?”“所以,如果我有一个模型,我喜欢看它,仔细研究它。”

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- Oh yeah, I'm a visual person so I have to see things, yeah. - Oh yeah, same. - I think visual learner. - Visual. - I mean, like, I remember formulas like auditory. - I need to be like, interacting with the material. - I like to learn by doing it myself. - Very hands-on. - Hands-on learner. - Hands-on? - So like, if I have a model, I'd like to look at that and look it over.

教育界普遍存在这样一种观念:每个人都有自己偏好的学习方式,即所谓的学习风格(Learning Style: 指个体在学习过程中偏好的信息接收和处理方式)。如果信息按照这种学习风格呈现,那么学习效果就会更好。

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There is this idea in education that everyone has their own preferred way of learning, their so-called learning style. If information is presented in accordance with the learning style, well, then they'll learn better.

目前有数十种不同的学习风格理论,但最常见的一种识别出四种主要学习风格:视觉型(Visual)、听觉型(Auditory)、读写型(Reading-writing)和动觉型(Kinesthetic: 通过身体互动和实践来学习),简称VARK(Visual, Auditory, Reading-writing, Kinesthetic: 一种将学习者分为视觉型、听觉型、读写型和动觉型的模型)。

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Now, there are dozens of different learning style theories, but the most common one identifies four main learning styles, visual, auditory, reading-writing, and kinesthetic or VARK for short.

视觉型学习者最擅长通过图像、演示和图片来学习。

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Visual learners learn best from images, demonstrations, and pictures.

“人们可能会说些什么,但我真的听不进去。我必须看到他们表演出来或者写下来什么的。”

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- People may say things, but I can't really take it in. I just gotta see 'em act it out or write it or something.

听觉型学习者最擅长通过听取解释来学习。

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Auditory learners learn best from listening to an explanation.

“就像在学校里,我总是专注于听讲座,那通常就足以通过考试了。”

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- Like in school, I was always engaged in the lecture and that was usually good enough to pass a test.

读写型学习者最擅长通过阅读和写作来学习。

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Reading-writing learners learn best from reading and writing.

“我几乎可以通过阅读教科书之类的东西学到任何东西。”

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- Like I can get pretty much anything out of reading a textbook or something.

而动觉型学习者最擅长通过实践来学习,即通过与世界进行身体互动。

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And kinesthetic learners learn best by doing. Physically interacting with the world.

“亲自动手。你必须触摸东西,你必须玩弄东西,你知道,这是一项接触性运动。你必须自己动手。”

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- Hands-on. You have to touch things, you have to play with things, you know, it's a contact sport. You have to do it yourself.

学习风格的直觉吸引力与普遍信念

学习风格之所以具有直观的合理性,是因为我们知道每个人都是不同的。有些人空间推理能力更强,另一些人听力理解能力更好。我们知道有些人更擅长阅读,而另一些人则擅长动手。

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Now, learning styles make intuitive sense because we know everyone is different. Some people have better spacial reasoning. Others have better listening comprehension. We know some people are better readers while others are good with their hands.

“这非常符合近期西方传统中的一种广泛思想:我们都是独一无二的,我们都与众不同。所以你不会说,每个人都以相同的方式学习。这与我们对‘人之所以为人’的感受相冲突。”

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- It's sort of very much fits with a broad strain of thought in the recent Western tradition is, we're all unique, we're all different. And so you don't want to say, like, everybody learns the same way. That sort of conflicts with our feelings about what it means to be human.

那么,人们以自己偏好的学习风格学习,效果难道不会更好吗?老师们似乎确实这么认为。一项针对英国和荷兰近400名教师的调查发现,超过90%的教师相信,当信息以学生偏好的学习风格呈现时,他们的学习效果会更好。

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So doesn't it make sense that people should learn better in their own preferred learning style? Well, teachers certainly seem to think so. A survey of nearly 400 teachers from the UK and the Netherlands found that over 90% believed that individuals learn better when they receive information in their preferred learning style.

[Instructor] “就像每位教授都有不同的教学风格一样,你也有不同的学习风格。”

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- [Instructor] Just like every professor has a different style of teaching, you have a different style of learning.

[Instructor] “但当他的老师开始使用视觉材料时,约翰逊发现更容易集中注意力并理解材料,所以他可能是一个视觉型学习者。”

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- [Instructor] But when his teacher starts using visuals, Johnathan finds it easier to focus and understand the material so he might be a visual learner.

“对我来说,这意味着有时为了学习某些东西,你需要画出来,或者我需要写下来,或者我需要看一张图片或一部电影。”

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- To me it means that for me to learn something sometimes you need to draw it or I need to write it down or I need to see a picture or a movie.

“例如,科学课,我光听很容易感到无聊,我觉得亲自动手做会更有趣。”

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- For example, science classes, I get bored easily just listening and I think it's more interesting for me to actually be able to do it.

“我不知道,我只是假设的。”

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- I don't, I just assumed.

要利用学习风格,教师需要做两件事:首先,识别每个学生的学习风格;其次,根据每个学生的学习风格进行教学。VARK网站上说:“一旦你了解了VARK,它解释事物的力量将是一个启示。”但在你参加在线学习风格测试之前,最好先问问:学习风格真的存在吗?你真的有学习风格吗?如果按照你的学习风格进行教学,你会学得更好吗?

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To take advantage of learning styles then teachers need to do two things. First, identify the learning style of each of their students. And second, teach each student in accordance with their learning style. On the VARK website it says, once you know about VARK, its power to explain things will be a revelation. But before you take an online learning styles quiz, it's a good idea to ask, do learning styles even exist? I mean, do you have one? And if you're taught in accordance with it, would you learn better?

学习风格理论的验证:随机对照试验

你可以通过进行一项随机对照试验(Randomized Control Trial: 一种科学研究方法,通过随机分组来比较不同干预措施的效果)来测试这一点。首先,你需要识别出至少两种不同学习风格的学习者,比如视觉型和听觉型,然后随机将他们分配到两种不同的教学演示中,一种是视觉型,一种是听觉型。

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Well, you could test this by running a randomized control trial where first you would identify learners with at least two different learning styles, say visual and auditory and then randomly assign learners to one of two educational presentations, one visual, one auditory.

这样,一半学生的体验会与他们的学习风格匹配,而另一半则不匹配。然后,你给所有人相同的测试。如果学习风格假设是正确的,结果应该显示,当演示与学习风格匹配时,表现会优于不匹配的情况。

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So for half of the students the experience will match their learning style and for the other half it won't. And then you give everyone the same test. If the learning style hypothesis is correct, the results should show better performance when the presentation matches the learning style than when they're mismatched.

实验结果:学习风格与记忆策略

我(Derek)在街头进行了一次非科学性的实验。对于一些人,我匹配了他们的学习风格,例如我给视觉型学习者展示了10个物品的图片。但对于另一些视觉型学习者,我则读出了这些物品。

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I tried a very unscientific version of this experiment on the street. For some people, I matched their learning style so I showed visual learners pictures of 10 items, but for other visual learners I read out the items instead.

“铃铛、企鹅、太阳。”“好吧,我记不住了。”“你能记住多少?”“我不知道。”“头发、刀、鸭子、心、蝴蝶。”“苹果、自行车、吉他。”“有一个蜘蛛。我刚才说过眼睛了吗?”“小号、梨。”“梨。”“蝴蝶。”“鸭子。”“刀。”“船。”“心。”“刀。”“心。”“剩下的我记不住了,就这些。”

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Bell, penguin, sun. - Okay, I'm maxed out. - [Derek] How many can you remember? - I don't know. - Hair, knife, duck, heart, butterfly. - Apple, bicycle, guitar. - There was a spider. Did I say eye already? - Trumpet, pear. - Pear. - Butterfly. - Duck. - Knife. - Boat. - Heart. - Knife. - Heart. - I couldn't tell you the rest, that's all I got.

大多数人只能记住大约五六样东西。“是的,是的。”“六个,六个还不错。”“好吧。”“六个。”“十个里面记住了六个,还不错,对吧?”“哦,好吧,是的。”“这是及格分数。”“蜡烛。”“哦。”“蜡烛。”“每个人都忘了蜡烛。”

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Most people could remember only about five or six things. - Yeah, yeah. - Six, six is not bad. - All right. - Six. - Six out of 10 which is not bad, right? - Oh, all right, yeah. - That's a passing score. Candle. - Oh. - Candle. - Everyone forgets the candle.

但少数人能记住更多,比如八九样。“虫子,我不知道我有没有说过虫子。吉他、自行车、眼睛、铃铛、勺子、太阳、椅子。我忘了最后两个。”“那相当不错了。”“八个真的很棒。”“哦,酷。”“九个?”“十个里面九个。”“九个,非常令人印象深刻。”

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But a few could remember substantially more, say, eight or nine items. - Bug, I don't know if I said bug. Guitar, bike, eye, bell, spoon, sun, chair. I'm forgetting the last two. - That's pretty good. - Eight is really good. - Oh, cool. - Nine? - Nine out of 10. - Nine, very impressive.

但原因似乎并非演示与他们偏好的学习风格匹配,而是因为他们采用了记忆策略。

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But the reason didn't seem to be because the presentation matched their preferred learning style but because they employed a memory strategy.

“所以当你展示的时候,我脑子里在整理顺序。当我看到更多的时候,我就会把它加到列表里,并且在看的时候重复这个列表,这样我就可以大声说出来。”

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- So as you were showing I was making an order in my head. So as I saw more I would just add it to the list and I was repeating the list as I was looking at them so I could just say it out loud.

“你在看这些图片的时候尝试过策略吗?”“是的,是的。所以我想我尝试创造一个故事,因为记住一个故事比记住单个物体更容易。所以我试图把它们都串成一个故事。”

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- Did you try a strategy while you were looking at those pictures? - Yeah, yeah. So I guess I tried creating a story 'cause it's easier to remember a story than just individual objects. So I tried to tie it all into one story.

严谨研究:学习风格与学习效果无关

这显然都是轶事证据,但像我刚才概述的那种严谨研究已经进行过了。例如,一项研究考察了视觉型学习者与言语型学习者,而不是视觉型与听觉型学习者。

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This is all obviously anecdotal evidence, but rigorous studies like the one I outlined have been conducted. For example, one looked at visualizers versus verbalizers instead of visual versus auditory learners.

这项研究是基于计算机进行的,首先通过“你更愿意阅读一段文字还是看一张描述原子的图表?”之类的问题来评估学生的学习风格。研究人员还提供了一些具有挑战性的解释,并附有两个按钮:“视觉帮助”或“言语帮助”。视觉帮助播放一段短动画,而言语帮助则提供书面解释。

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The study was computer-based, so first students' learning styles were assessed using questions like, would you rather read a paragraph or see a diagram describing an atom? The researchers also provided some challenging explanations with two buttons, visual help or verbal help. The visual one played a short animation whereas the verbal help gave a written explanation.

综合这些测量结果,研究人员将学生分为视觉型或言语型,然后随机分配学生进行基于文本或基于图片的电子学课程。当学生在基于文本的小组中将鼠标悬停在课程中的关键词上时,会出现定义和澄清。但在图片小组中,则会显示一个带注释的图表。课程结束后,学生们参加了一项测试来评估他们的学习情况。

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From these measures combined, the researchers categorized the students as either visualizers or verbalizers and then the students were randomly assigned to go through a text-based or picture-based lesson on electronics. When a student hovered their mouse over key words in the lesson in the text-based group, a definition and clarification came up. But in the picture group, an annotated diagram was shown instead. And after the lesson, the students did a test to assess their learning.

结果显示,那些偏好学习风格与教学方式匹配的学生,在测试中的表现并不比那些不匹配的学生更好。研究人员对61名非大学生成人再次进行了测试,结果完全相同。

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The students whose preferred learning style matched their instruction performed no better on the tests than those whose instruction was mismatched. The researchers ran the test again with 61 non-college-educated adults and found exactly the same result.

学习风格信念的持续性与其起源

但学习风格是一种偏好,那么学习者对他们的偏好有多大的坚持度呢?在2018年的一项研究中,学期第一周,印第安纳州一所大学的400多名学生完成了VARK问卷,并根据他们的学习风格进行了分类。然后在学期末,这些学生完成了学习策略问卷。

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But learning styles are a preference so how strongly do learners stick to their preference? Well, in a 2018 study during the first week of semester, over 400 students at a university in Indiana completed the VARK questionnaire and they were classified according to their learning style. Then at the end of the semester the same students completed a study strategy questionnaire.

那么,他们在学期中实际是如何学习的呢?绝大多数学生使用了据称与他们的学习风格不兼容的学习策略,而少数坚持自己学习风格的学生在课程评估中的表现并没有显著差异。

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So how did they actually study during the term? Well, an overwhelming majority of students used study strategies which were supposedly incompatible with their learning style, and the minority of students who did did not perform significantly differently on the assessments in the course.

视觉、听觉、读写、动觉或VARK模型是由新西兰的学校督学尼尔·弗莱明(Neil Fleming)提出的。在描述VARK的起源时他说:“当我观察到一些优秀的教师未能触及某些学习者,而一些不那么优秀的教师却做到了时,我感到困惑。我决定尝试解决这个难题。”

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The visual auditory reading-writing, kinesthetic or VARK model came about from Neil Fleming, a school inspector in New Zealand. Describing the origins of VARK he says, I was puzzled when I observed excellent teachers who did not reach some learners and poor teachers who did. I decided to try to solve this puzzle.

“当然,我观察到的现象有很多原因。但有一个似乎具有某种魔力、某种解释力的主题,那就是偏好的学习模式,即模式偏好。”VARK由此诞生。并没有任何研究表明学生自然地分为四个不同的群体。这只是一些可能解释为什么有些教师能触及学生而另一些不能的“魔力”。

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There are, of course, many reasons for what I observed. But one topic that seemed to hold some magic, some explanatory power, was preferred modes of learning, modal preferences. And thus, VARK was born. There was no study that revealed students naturally cluster into four distinct groups. Just some magic that might explain why some teachers can reach students while others can't.

为什么学习风格理论站不住脚?

但这怎么可能呢?如果我们承认有些人比其他人更擅长解释和记忆某些类型的刺激,比如视觉或听觉,那么为什么我们没有看到不同呈现方式在学习或回忆上的差异呢?

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But how can this be? If we accept that some people are more skilled at interpreting and remembering certain kinds of stimuli than others like visual or auditory, then why don't we see differences in learning or recall with different presentations?

这是因为我们实际上希望人们回忆的不是图像的精确性质,也不是声音的音高或质量,而是呈现背后的意义。有些任务显然需要使用特定的模式。例如,学习音乐应该包含听觉成分。同样,学习地理会涉及看地图。

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Well, it's because what we actually want people to recall is not the precise nature of the images or the pitch or quality of the sound. It's the meaning behind the presentations. There are some tasks that obviously require the use of a particular modality. Learning about music, for example, should have an auditory component. Similarly, learning about geography will involve looking at maps.

有些人学习一项任务的能力会比另一项更强。例如,拥有绝对音高的人将能更好地回忆音乐中的某些音调。拥有出色视觉空间推理能力的人将更擅长学习地图上国家的位置。

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And some people will have greater aptitude to learn one task over another. Someone with perfect pitch, for example, will be better able to recall certain tones in music. Someone with excellent visual-spatial reasoning will be better at learning the locations of countries on a map.

但学习风格理论的说法是,这些偏好在不同的学习领域中将保持一致。拥有绝对音高的人应该在所有听觉学习方面表现更好,但这显然不是事实。大多数人通过地图学习地理会更好。

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But the claim of learning style theories is that these preferences will be consistent across learning domains. The person with perfect pitch should learn everything better auditorily but that is clearly not the case. Most people will learn geography better with a map.

对学习风格的评论文章始终得出结论:没有可信的证据表明学习风格存在。在2009年的一篇评论中,研究人员指出:“学习风格方法在教育领域的巨大普及与缺乏可信证据证明其效用之间的对比,在我们看来,是惊人的和令人不安的。如果学生学习风格的分类具有实际效用,那仍有待证明。”

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Review articles of learning styles consistently conclude there is no credible evidence that learning styles exist. In a 2009 review, the researchers note, the contrast between the enormous popularity of the learning styles approach within education and the lack of credible evidence for its utility is, in our opinion, striking and disturbing. If classification of students' learning styles has practical utility, it remains to be demonstrated.

“我们期望的是,如果你的风格受到尊重,你的表现会比你的体验与你的风格冲突时更好。而这正是我们没有看到任何支持学习风格理论的地方。”

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- What we're expecting is, if your style was honored you're going to perform better than if you had some experience that conflicted with your style. And this is where we don't see any support for the learning styles theory.

许多人认为学习风格很有说服力的原因之一是他们已经相信它是真的。例如,他们可能已经认为自己是视觉型学习者,然后当老师给他们展示一个自行车打气筒的图表,概念突然清晰起来时,他们就将其解释为他们视觉学习风格的证据。

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One of the reasons many people find learning styles so convincing is because they already believe it to be true. For example, they might already think that they're a visual learner, and then when a teacher shows them a diagram of, say, a bike pump and suddenly the concept clicks, well, they interpret this as evidence for their visual learning style.

“你已经相信学习风格是正确的。当你有了某种体验时,你首先想到的是,这是否与学习风格在某种程度上一致?如果一致,你就不会再深入思考。”

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- You already believe that learning styles is right. When you have an experience the first think you think is, is that in some way consistent with learning styles? And if it is, you don't think further.

而实际上,那个图表可能只是一个很棒的图表,它会帮助任何人学习。当我们已经相信世界是某种样子时,我们就会解释新的经验以符合这些信念,无论它们实际上是否符合。

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When in reality that diagram might just be a great diagram that would have helped anyone learn. When we already believe the world to be a certain way, then we interpret new experiences to fit with those beliefs whether they actually do or not.

真正有效的学习方法:多模态学习

那么,如果学习风格不能提高学习效果,那什么能呢?有大量的文献支持这样的说法:每个人通过多模态方法(Multimodal approaches: 结合多种感官或呈现方式的学习方法)学习效果更好,即文字和图片一起呈现,而不是单独呈现文字或图片。

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So if learning styles don't improve learning, then what does? Well, there's a large body of literature that supports the claim that everyone learns better with multimodal approaches where words and pictures are presented together rather than either words or pictures alone.

现在将有文字和图片。我们将看看这是否会更好。这被称为多媒体效应(Multimedia effect: 指文字和图片结合呈现时,学习效果优于单独呈现文字或图片),它至少部分解释了为什么当叙述与视觉效果互补时,视频可以成为如此强大的学习工具。

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Now there's gonna be words as well as the picture. We're gonna see if this is any better. This is known as the multimedia effect, and it explains in part, at least, why videos can be such powerful tools for learning when the narration complements the visuals.

“鸭子。”“鸭子。”“心。”“心。”

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Duck. - Duck. - Heart. - Heart.

在我的博士研究中,我发现对于入门物理学的多媒体教学,明确讨论错误观念至关重要。

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In my PhD research, I found explicit discussion of misconceptions was essential in multimedia teaching for introductory physics.

“那是多少?”“六个。”“六个,好的,不错。”“那整整提高了50%。你觉得这样更容易吗?”“是的,是的,100%,100%。”“是的,有文字的话,是的。”

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- How many is that? - Six. - Six, okay, that's good. - That is a whole 50% better. Do you think that was easier? - Yeah, yeah, 100%, 100%. - Yeah, with the words, yeah.

归根结底,学习最重要的不是信息的呈现方式,而是学习者头脑中发生的事情。当人们积极思考材料、解决问题或想象不同变量变化时,学习效果最好。

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Ultimately, the most important thing for learning is not the way the information is presented but what is happening inside the learner's head. People learn best when they're actively thinking about the material, solving problems or imagining what happens if different variables change.

学习风格的危害与批判性思维

事实上,有许多基于证据的教学方法可以提高学习效果。学习风格只是其中之一。而且,鉴于学习风格误解的普遍性,它实际上可能会让学习变得更糟。

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Now, the truth is, there are many evidence-based teaching methods that improve learning. Learning styles is just not one of them. And it is likely, given the prevalence of the learning styles misconception that it actually makes learning worse.

我的意思是,学习风格给教师带来了不必要的担忧,并使一些学生不愿参与某些类型的教学。所有花在学习风格和相关培训上的时间和金钱,都可以更好地用于真正提高学习效果的干预措施。

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I mean, learning styles give teachers unnecessary things to worry about, and they make some students reluctant to engage with certain types of instruction. And all the time and money spent on learning styles and related training could be better spent on interventions that actually improve learning.

你不是视觉型学习者,也不是听觉型学习者,也不是动觉型学习者,或者更准确地说,你是所有这些类型的学习者合而为一。最好的学习体验是那些涉及多种不同方式来理解同一事物的体验。最棒的是,这种策略不仅适用于一部分人,而是适用于所有人。

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You are not a visual learner nor an auditory learner nor a kinesthetic learner, or more accurately, you are all these kinds of learner in one. The best learning experiences are those that involve multiple different ways of understanding the same thing. And best of all, this strategy works not just for one subset of people but for everyone.

视频的这一部分由Google搜索赞助。现在,有很多有争议的话题,比如学习风格。大多数人认为学习风格是真实存在的,而教育研究人员却找不到确凿的证据。如果你搜索“学习风格”,你会得到很多提供资源和测试的网站。但如果你搜索“学习风格被揭穿”,那么你就会找到关于学习风格假设证据甚少的文章。

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This part of the video was sponsored by Google Search. Now, there are lots of topics out there that are controversial like learning styles, for example. Most people believe learning styles are a thing whereas educational researchers find no robust evidence for them. And if you search for learning styles, you'll get lots of sites with resources and quizzes. But if you search for learning styles debunked, well, then you'll find articles about how there is very little evidence for the learning styles hypothesis.

我认为人们最常陷入的陷阱之一是只搜索证实他们已经相信的信息。一个常见的错误是直接在搜索查询中放入你正在寻找的答案。一个更好的方法是尝试另一种搜索,在末尾添加“被揭穿”或“错误”等词语,看看会出现什么结果。

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I think one of the most common traps people fall into is only searching for information that confirms what they already believe. A common mistake is putting the answer you're looking for right in the search query. A better idea is to try another search, adding debunked or false at the end and see what comes up.

Google使得获取信息来源的更多细节变得容易。只需点击任何搜索结果旁边的三个点,然后你就可以自行判断信息是否值得信赖,以及你是否想访问该网站。Google搜索旨在为你的查询提供最相关的信息。但如何 формулировать 查询、尝试不同的搜索以及评估信息是否可靠,则取决于你。

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And Google makes it easy to get more detail about the source of the information. Just click the three dots next to any search result and then you can judge for yourself whether the information is trustworthy and if you want to visit the site. A Google Search is meant to surface the most relevant information for your query. But it's up to you to formulate that query, try a few different searches, and assess whether the information is reliable.

Veritasium的全部意义在于探寻真相。因此,我很高兴鼓励大家更批判性地思考我们如何获取信息。

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And the whole point of Veritasium is to get to the truth. So I'm excited to encourage everyone to think more critically about how we get information.

📌 文中提及的人物和组织

人物: Derek Muller

公司/组织: Google, Veritasium