Why we think it's OK to cheat and steal (sometimes) | Dan Ariely

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768,015 views

2009-03-18 ・ TED


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Why we think it's OK to cheat and steal (sometimes) | Dan Ariely

ダン・アリエリー

768,015 views ・ 2009-03-18

TED


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翻訳: Tomoko Tsubaki 校正: Aya Akiyoshi
00:19
I want to talk to you today a little bit
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今日のテーマは
00:21
about predictable irrationality.
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「予想通りの不合理さ」です
00:24
And my interest in irrational behavior
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私が「不合理な行動」に興味を持ったのは
00:28
started many years ago in the hospital.
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ずいぶん前に病院でのこと
00:31
I was burned very badly.
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私は酷い火傷を負ったことがあります
00:35
And if you spend a lot of time in hospital,
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病院で何年か過ごす間に
00:38
you'll see a lot of types of irrationalities.
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色々な不合理さが目につき
00:41
And the one that particularly bothered me in the burn department
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特に 火傷病棟で私の頭を悩ませたのは
00:46
was the process by which the nurses took the bandage off me.
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看護師たちの包帯の剥がし方です
00:51
Now, you must have all taken a Band-Aid off at some point,
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さて 今皆さんはバンドエイドを
00:53
and you must have wondered what's the right approach.
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剥がそうとしています
00:56
Do you rip it off quickly -- short duration but high intensity --
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さっさと剥がして 短いが激しい痛みに耐えるか
01:00
or do you take your Band-Aid off slowly --
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ゆっくり剥がして
01:02
you take a long time, but each second is not as painful --
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長めの穏やかな痛みに耐えるか
01:06
which one of those is the right approach?
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どちらがよいでしょう?
01:09
The nurses in my department thought that the right approach
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私の病棟の看護師たちの持論は
01:13
was the ripping one, so they would grab hold and they would rip,
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さっさと剥がす方で かまえては引き剥がし
01:16
and they would grab hold and they would rip.
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かまえては一気に引き剥がしたのです
01:18
And because I had 70 percent of my body burned, it would take about an hour.
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私の火傷は全身の70%に及びましたから
01:22
And as you can imagine,
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一時間はかかり 引き剥がす間の
01:25
I hated that moment of ripping with incredible intensity.
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あの恐ろしい痛みが嫌でしたね
01:29
And I would try to reason with them and say,
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だから ある時頼んでみました
01:31
"Why don't we try something else?
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「もう少し
01:32
Why don't we take it a little longer --
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ゆっくりと剥がしてよ
01:34
maybe two hours instead of an hour -- and have less of this intensity?"
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2時間ぐらいはかけて 痛みを和らげられないの」と
01:39
And the nurses told me two things.
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看護師が言うには
01:41
They told me that they had the right model of the patient --
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自分たちは患者の扱い方を知っているし
01:45
that they knew what was the right thing to do to minimize my pain --
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痛みを抑える方法もわかっている
01:48
and they also told me that the word patient doesn't mean
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それに「患者」という言葉に
01:51
to make suggestions or to interfere or ...
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「助言」や「邪魔」をする意味はないと
01:53
This is not just in Hebrew, by the way.
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私が知る限りでは
01:56
It's in every language I've had experience with so far.
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このことは万国共通のようです
01:59
And, you know, there's not much -- there wasn't much I could do,
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とにかく 私にはどうにもできないまま
02:03
and they kept on doing what they were doing.
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看護師は同じように続けました
02:06
And about three years later, when I left the hospital,
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それから3年後には退院して
02:08
I started studying at the university.
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大学で勉強を始めました
02:11
And one of the most interesting lessons I learned
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そこで面白いことを学びました
02:14
was that there is an experimental method
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自分が疑問に思うことを
02:16
that if you have a question you can create a replica of this question
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抽象的な質問の形に作り変え
02:20
in some abstract way, and you can try to examine this question,
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その質問の答を探ることで この世界について
02:24
maybe learn something about the world.
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少しヒントが得られることを知ったのです
02:26
So that's what I did.
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だから試してみました
02:28
I was still interested
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私はその時もまだ
02:29
in this question of how do you take bandages off burn patients.
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火傷患者の包帯の剥がし方が気になっていました
02:31
So originally I didn't have much money,
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初めは あまりお金がなく
02:34
so I went to a hardware store and I bought a carpenter's vice.
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万力を買ってきて
02:38
And I would bring people to the lab and I would put their finger in it,
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研究室に人を集めて 指を間に挟ませ
02:42
and I would crunch it a little bit.
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少しだけ締めてみました
02:44
(Laughter)
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(笑)
02:46
And I would crunch it for long periods and short periods,
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長めに締め付けたり 短めだったり
02:49
and pain that went up and pain that went down,
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痛みを強めては弱め
02:51
and with breaks and without breaks -- all kinds of versions of pain.
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しばらく続けたあとには少し間をあけて
02:55
And when I finished hurting people a little bit, I would ask them,
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痛みを与えるたびに
02:57
so, how painful was this? Or, how painful was this?
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どう痛かったか?
02:59
Or, if you had to choose between the last two,
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選ぶとすれば
03:01
which one would you choose?
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どちらの痛みを選ぶか?と聞きました
03:03
(Laughter)
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(笑)
03:06
I kept on doing this for a while.
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しばらく続けましたよ
03:09
(Laughter)
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(笑)
03:11
And then, like all good academic projects, I got more funding.
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研究費をもらえるようになってからは
03:15
I moved to sounds, electrical shocks --
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他の痛みも試してみました
03:17
I even had a pain suit that I could get people to feel much more pain.
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不快な音 電気ショック 拷問スーツまで
03:22
But at the end of this process,
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そしてこれらの実験から 看護師たちが
03:26
what I learned was that the nurses were wrong.
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間違っていたことがわかりました
03:29
Here were wonderful people with good intentions
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看護師たちは あれだけの善意と
03:32
and plenty of experience, and nevertheless
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経験を持ち合わせても
03:34
they were getting things wrong predictably all the time.
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予想通り間違うことを証明したのです
03:38
It turns out that because we don't encode duration
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私たちは 持続時間と痛みの強さを
03:41
in the way that we encode intensity,
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同じ計りで計っていないようです
03:43
I would have had less pain if the duration would have been longer
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もしゆっくりと包帯を剥がしていたら
03:47
and the intensity was lower.
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ずっと痛みは軽減されていたでしょう
03:49
It turns out it would have been better to start with my face,
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より痛みの強い顔の方から脚の方へ
03:52
which was much more painful, and move toward my legs,
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包帯を剥がしていたら
03:54
giving me a trend of improvement over time --
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苦痛は軽い方へ向かうのですから
03:57
that would have been also less painful.
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恐らく痛みも和らいでいたでしょう
03:58
And it also turns out that it would have been good
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また 途中で少し
04:00
to give me breaks in the middle to kind of recuperate from the pain.
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休憩を入れてもよかったようです
04:02
All of these would have been great things to do,
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改善の余地はありました
04:04
and my nurses had no idea.
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しかし 看護師は知らなかったのです
04:07
And from that point on I started thinking,
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そこで私が考えたのは
04:08
are the nurses the only people in the world who get things wrong
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これは看護師に限ったことなのか
04:11
in this particular decision, or is it a more general case?
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もっと一般的に当てはまるのか ということです
04:14
And it turns out it's a more general case --
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答えは後者です
04:16
there's a lot of mistakes we do.
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私たちは多くの間違いを犯します
04:19
And I want to give you one example of one of these irrationalities,
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この不合理の具体例の一つが
04:24
and I want to talk to you about cheating.
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不正行為です
04:27
And the reason I picked cheating is because it's interesting,
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ここで紹介する興味深い実験は
04:29
but also it tells us something, I think,
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昨今の混沌とした証券市場にも
04:31
about the stock market situation we're in.
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応用できます
04:34
So, my interest in cheating started
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私がはじめに不正に興味を持ったのは
04:37
when Enron came on the scene, exploded all of a sudden,
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2001年のエンロン事件です
04:39
and I started thinking about what is happening here.
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一体何が起こっていたのでしょう
04:42
Is it the case that there was kind of
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これは
04:43
a few apples who are capable of doing these things,
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少数の悪い人間の行いなのか
04:46
or are we talking a more endemic situation,
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それとも人間に特有の
04:48
that many people are actually capable of behaving this way?
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誰もが犯しうる過ちだったのでしょうか
04:52
So, like we usually do, I decided to do a simple experiment.
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そこで いつも通り 単純な実験を
04:56
And here's how it went.
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行ってみました
04:57
If you were in the experiment, I would pass you a sheet of paper
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皆さんに 紙を一枚配るとします
05:00
with 20 simple math problems that everybody could solve,
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簡単な誰もが解ける数学の問題20問です
05:04
but I wouldn't give you enough time.
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しかし 十分な時間がありません
05:06
When the five minutes were over, I would say,
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制限時間は5分で
05:08
"Pass me the sheets of paper, and I'll pay you a dollar per question."
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答案を回収します 一問正解につき一ドル払います
05:11
People did this. I would pay people four dollars for their task --
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平均正解数は4問
05:15
on average people would solve four problems.
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平均4ドル渡しました
05:17
Other people I would tempt to cheat.
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次に 別の人たちにはわざと不正を働くよう仕掛けをします
05:20
I would pass their sheet of paper.
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今度も
05:21
When the five minutes were over, I would say,
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紙を配り 5分後にこう言います
05:23
"Please shred the piece of paper.
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「紙を破き
05:24
Put the little pieces in your pocket or in your backpack,
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ポケットか鞄にしまってください
05:27
and tell me how many questions you got correctly."
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そして 何問正解したかを教えてください」
05:30
People now solved seven questions on average.
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正解は平均7問に増えました
05:33
Now, it wasn't as if there was a few bad apples --
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これは 少数の悪人が
05:38
a few people cheated a lot.
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たくさんズルをしたのではなく
05:41
Instead, what we saw is a lot of people who cheat a little bit.
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実は 多くの人が少しズルをしたのです
05:44
Now, in economic theory,
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さて 経済学の理論では
05:47
cheating is a very simple cost-benefit analysis.
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不正は単純な費用便益分析の一例です
05:50
You say, what's the probability of being caught?
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捕まる確率は?
05:52
How much do I stand to gain from cheating?
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不正から得られる価値はいくらか?
05:55
And how much punishment would I get if I get caught?
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捕まったらどんな罰を受けるのか?
05:57
And you weigh these options out --
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これらを計りにかけます
05:59
you do the simple cost-benefit analysis,
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これが単純な費用便益分析です
06:01
and you decide whether it's worthwhile to commit the crime or not.
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そして 罪を犯す価値があるかどうかを決めます
06:04
So, we try to test this.
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そこで 次の実験では
06:06
For some people, we varied how much money they could get away with --
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持ち逃げさせる金額を変えてみました
06:10
how much money they could steal.
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いくらなら盗むか
06:11
We paid them 10 cents per correct question, 50 cents,
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一問あたり 10セント 50セント
06:14
a dollar, five dollars, 10 dollars per correct question.
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1ドル 5ドル 10ドルと変えてみました
06:17
You would expect that as the amount of money on the table increases,
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皆さんは 金額が大きいほど不正が増える
06:21
people would cheat more, but in fact it wasn't the case.
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と思うでしょうが 実際は違いました
06:24
We got a lot of people cheating by stealing by a little bit.
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多くの人がわずかだけ盗んだのです
06:27
What about the probability of being caught?
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また 捕まる可能性は?
06:30
Some people shredded half the sheet of paper,
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ある人は紙を半分だけ破き
06:32
so there was some evidence left.
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証拠を残し
06:33
Some people shredded the whole sheet of paper.
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ある人は丸々一枚破き
06:35
Some people shredded everything, went out of the room,
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ある人は粉々にして 部屋を出てゆき
06:38
and paid themselves from the bowl of money that had over 100 dollars.
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100ドルは入っているボウルからお金をとりました
06:41
You would expect that as the probability of being caught goes down,
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ここでは 捕まる可能性が低い方が
06:44
people would cheat more, but again, this was not the case.
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不正が増えるようですが 同じく 違いました
06:47
Again, a lot of people cheated by just by a little bit,
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やはり 多くの人が少しだけ不正をしました
06:50
and they were insensitive to these economic incentives.
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つまり 経済的なインセンティブに反応しなかったのです
06:53
So we said, "If people are not sensitive
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このように
06:54
to the economic rational theory explanations, to these forces,
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人々が経済の合理性に見合わない行動をとる
06:59
what could be going on?"
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そこで何が起きているのか考えてみました
07:02
And we thought maybe what is happening is that there are two forces.
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私が考えるに そこには2つの力が働いています
07:05
At one hand, we all want to look at ourselves in the mirror
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一つは 自分の姿を鏡に映し出し
07:07
and feel good about ourselves, so we don't want to cheat.
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自尊心から 不正を抑えようとする力
07:10
On the other hand, we can cheat a little bit,
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もう一つは 少しだけなら不正をしても
07:12
and still feel good about ourselves.
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自尊心はまだ保てるという力です
07:14
So, maybe what is happening is that
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つまり
07:15
there's a level of cheating we can't go over,
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超えてはいけない一線を守りながら
07:17
but we can still benefit from cheating at a low degree,
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自分の評価を傷つけない程度に
07:21
as long as it doesn't change our impressions about ourselves.
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些細な不正から何かを得ようとするのです
07:24
We call this like a personal fudge factor.
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これを「私的補正因子」と言います
07:28
Now, how would you test a personal fudge factor?
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この「私的補正因子」はどのようにテストできるでしょう?
07:32
Initially we said, what can we do to shrink the fudge factor?
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また「私的補正因子」を減らすにはどうしたらよいでしょうか?
07:36
So, we got people to the lab, and we said,
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そこで人々を研究室に集め
07:38
"We have two tasks for you today."
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二つの課題を与えました
07:40
First, we asked half the people
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まず 半分の人に
07:41
to recall either 10 books they read in high school,
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高校時代に読んだ本を10冊
07:43
or to recall The Ten Commandments,
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他の人には「十戒」を思い出してもらうように指示します
07:46
and then we tempted them with cheating.
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ここでもまた わざとズルをする細工をしました
07:48
Turns out the people who tried to recall The Ten Commandments --
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結果は 「十戒」を指示された人は
07:51
and in our sample nobody could recall all of The Ten Commandments --
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誰も10個全ては思い出せませんでした
07:54
but those people who tried to recall The Ten Commandments,
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でも わざとズルができるようにしたにも関わらず
07:58
given the opportunity to cheat, did not cheat at all.
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誰も不正を働かなかったのです
08:01
It wasn't that the more religious people --
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これは 特に熱心な信者が
08:03
the people who remembered more of the Commandments -- cheated less,
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ズルをしなかった訳でもなく
08:04
and the less religious people --
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「十戒」と無縁な人が
08:06
the people who couldn't remember almost any Commandments --
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よりズルをした
08:07
cheated more.
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訳でもありません
08:09
The moment people thought about trying to recall The Ten Commandments,
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「十戒」を思い出そうとした瞬間すでに
08:13
they stopped cheating.
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不正はなくなったのです
08:14
In fact, even when we gave self-declared atheists
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自称 無宗教者ですら
08:16
the task of swearing on the Bible and we give them a chance to cheat,
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聖書に手を置き 誓いをたてると
08:20
they don't cheat at all.
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不正を働く気はなくなったのです
08:24
Now, Ten Commandments is something that is hard
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さて「十戒」は宗教的で
08:26
to bring into the education system, so we said,
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教育現場には不向きですから
08:28
"Why don't we get people to sign the honor code?"
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倫理規定を使って実験を続けることにしました
08:30
So, we got people to sign,
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倫理規定に
08:32
"I understand that this short survey falls under the MIT Honor Code."
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「私はここに この調査がMIT倫理規定の適用を受けることを理解しました」と
08:36
Then they shredded it. No cheating whatsoever.
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署名させ それを破かせました
08:39
And this is particularly interesting,
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この場合も不正はなくなりました
08:40
because MIT doesn't have an honor code.
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しかし 面白いことにMITには倫理規定などはありません
08:42
(Laughter)
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(笑)
08:47
So, all this was about decreasing the fudge factor.
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これは全て「私的補正因子」を減らすために起こったのです
08:51
What about increasing the fudge factor?
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それでは「私的補正因子」はどのような時に増えるのでしょう
08:54
The first experiment -- I walked around MIT
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はじめに 私はキャンパスを歩き回り
08:56
and I distributed six-packs of Cokes in the refrigerators --
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6缶入りのコーラを様々な場所の冷蔵庫に置きました
08:59
these were common refrigerators for the undergrads.
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学部生用の共有冷蔵庫です
09:01
And I came back to measure what we technically call
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私たちは「半生分のコーラ」と呼んでますが
09:04
the half-lifetime of Coke -- how long does it last in the refrigerators?
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どれぐらい保つか調べてみたのです
09:08
As you can expect it doesn't last very long; people take it.
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おわかりの通り それほど長くはありません
09:11
In contrast, I took a plate with six one-dollar bills,
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しかし 代わりに6ドルをのせたお皿を
09:15
and I left those plates in the same refrigerators.
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同じように冷蔵庫にいれても
09:18
No bill ever disappeared.
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一枚も無くならなかったのです
09:19
Now, this is not a good social science experiment,
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され これではよい社会学実験と言えません
09:22
so to do it better I did the same experiment
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そこで私が先ほど説明した実験を
09:25
as I described to you before.
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再度行ってみました
09:27
A third of the people we passed the sheet, they gave it back to us.
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今度は3分の1の人は 紙を私達に戻します
09:30
A third of the people we passed it to, they shredded it,
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また別の3分の1は 紙を破き
09:33
they came to us and said,
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私達の所へ来て
09:34
"Mr. Experimenter, I solved X problems. Give me X dollars."
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「試験官 私はX問正解しましたから Xドルください」と言います
09:37
A third of the people, when they finished shredding the piece of paper,
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他の3分の1の人は 紙を破き
09:40
they came to us and said,
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私達の所へ来て
09:42
"Mr Experimenter, I solved X problems. Give me X tokens."
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「試験官 私はX問正解しましたから X枚引換券をください」と言います
09:48
We did not pay them with dollars; we paid them with something else.
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つまり お金で支払うのではなく 別の物で支払いました
09:51
And then they took the something else, they walked 12 feet to the side,
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その別の物をもらい 12フィートほど歩いて行って
09:54
and exchanged it for dollars.
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換金します
09:56
Think about the following intuition.
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直感的に考えてみてください
09:58
How bad would you feel about taking a pencil from work home,
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職場から鉛筆を一本盗む時と
10:01
compared to how bad would you feel
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ちょっと10セントほど小銭を盗むのでは
10:03
about taking 10 cents from a petty cash box?
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どちらが罪悪感をより強く感じますか?
10:05
These things feel very differently.
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この二つには大きな違いがあります
10:08
Would being a step removed from cash for a few seconds
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現金ではなく引換券であったならば
10:11
by being paid by token make a difference?
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どう違うというのでしょうか?
10:14
Our subjects doubled their cheating.
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実際 不正は2倍に増えたのです
10:16
I'll tell you what I think
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ここで私が考えたのは
10:18
about this and the stock market in a minute.
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この実験と証券市場の関連です
10:21
But this did not solve the big problem I had with Enron yet,
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もちろん 社会的な要素の強いエンロン事件のような
10:25
because in Enron, there's also a social element.
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大きな事件の解決にはなりません
10:28
People see each other behaving.
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要するに 人は他人の振りをみているわけです
10:29
In fact, every day when we open the news
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事実 毎日ニュースをチェックし
10:31
we see examples of people cheating.
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人々の不正を目撃します
10:33
What does this cause us?
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そこからどんな影響を受けるのでしょうか?
10:36
So, we did another experiment.
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そこで別の実験をしてみました
10:37
We got a big group of students to be in the experiment,
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大勢の学生を集めて実験協力謝金を
10:40
and we prepaid them.
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先に渡しました
10:41
So everybody got an envelope with all the money for the experiment,
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全員 お金が入った封筒を手にします
10:44
and we told them that at the end, we asked them
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そして最後に 正解できなかった問題の数だけ
10:46
to pay us back the money they didn't make. OK?
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お金を返すように言いました
10:50
The same thing happens.
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結果はさほど変わりません
10:51
When we give people the opportunity to cheat, they cheat.
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不正を働く機会があると 人々はそうします
10:53
They cheat just by a little bit, all the same.
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しかも 多くの人が少しだけズルをするのです
10:56
But in this experiment we also hired an acting student.
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ただ 今回の実験では偽物の学生を一人混ぜ
10:59
This acting student stood up after 30 seconds, and said,
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30秒後に立ち上がらせ こう言わせます
11:03
"I solved everything. What do I do now?"
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「全部正解したら どうしたらよいですか?」
11:06
And the experimenter said, "If you've finished everything, go home.
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そして試験官は全て終わったなら そのまま帰るように言います
11:10
That's it. The task is finished."
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これだけです
11:11
So, now we had a student -- an acting student --
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さてこの偽物学生は
11:15
that was a part of the group.
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グループの中に溶け込み
11:17
Nobody knew it was an actor.
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誰も 演技をしていることは知りません
11:19
And they clearly cheated in a very, very serious way.
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そして もちろん皆真面目に不正を行うのです
11:23
What would happen to the other people in the group?
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すると グループの他の人はどうするでしょう?
11:26
Will they cheat more, or will they cheat less?
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もっとズルをするか しないか?
11:29
Here is what happens.
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結果はこうです
11:31
It turns out it depends on what kind of sweatshirt they're wearing.
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実は 結果は着ているパーカーによって違いました
11:35
Here is the thing.
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つまり
11:37
We ran this at Carnegie Mellon and Pittsburgh.
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この実験をピッツバーグで行いましたが
11:40
And at Pittsburgh there are two big universities,
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そこには二つの大学があります
11:42
Carnegie Mellon and University of Pittsburgh.
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カーネギーメロン大学とピッツバーグ大学です
11:45
All of the subjects sitting in the experiment
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実験の参加者はみな
11:47
were Carnegie Mellon students.
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カーネギーメロン大学の学生です
11:49
When the actor who was getting up was a Carnegie Mellon student --
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演技をしている学生がカーネギーメロンの学生の時
11:53
he was actually a Carnegie Mellon student --
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実際 彼はそうでしたが
11:55
but he was a part of their group, cheating went up.
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彼はグループの一員であり 不正は増加しました
11:59
But when he actually had a University of Pittsburgh sweatshirt,
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しかし ピッツバーグ大学のパーカーを着てみたら
12:03
cheating went down.
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不正は減ったのです
12:05
(Laughter)
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(笑)
12:08
Now, this is important, because remember,
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これは大切なことです 考えてみて下さい
12:11
when the moment the student stood up,
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学生が立ち上がった瞬間
12:13
it made it clear to everybody that they could get away with cheating,
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全員がズルをして帰っても良いという認識をもちました
12:16
because the experimenter said,
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試験官が「全問終わったら
12:18
"You've finished everything. Go home," and they went with the money.
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帰ってよい」というので 皆帰ったのです
12:20
So it wasn't so much about the probability of being caught again.
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つまり ここでもまた単に捕まる可能性が問題なのではありません
12:23
It was about the norms for cheating.
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これは不正してもよいかの判断の基準が問題なのです
12:26
If somebody from our in-group cheats and we see them cheating,
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同じグループの人がズルをし それを見たならば
12:29
we feel it's more appropriate, as a group, to behave this way.
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同じメンバーとして ズルをしてもよいという気になります
12:33
But if it's somebody from another group, these terrible people --
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しかし その人が違うグループならば 最悪な人たち
12:35
I mean, not terrible in this --
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いや この実験には最悪な人など本当はいませんよ
12:37
but somebody we don't want to associate ourselves with,
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つまり 出来れば関係を保ちたくない人
12:39
from another university, another group,
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別の大学の学生であるとかだと
12:41
all of a sudden people's awareness of honesty goes up --
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急に 人々は正直になるわけです
12:44
a little bit like The Ten Commandments experiment --
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これは「十戒」の実験に似ていますが
12:46
and people cheat even less.
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ズルをする人は減ったのです
12:50
So, what have we learned from this about cheating?
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さて ここから何が学べるでしょう?
12:54
We've learned that a lot of people can cheat.
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まず 多くの人が不正をすることはわかりました
12:57
They cheat just by a little bit.
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しかも ほんの少しだけズルをします
13:00
When we remind people about their morality, they cheat less.
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ところが モラルに少しでも触れたとたん 不正は減ります
13:04
When we get bigger distance from cheating,
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不正と少し距離が離れると
13:07
from the object of money, for example, people cheat more.
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例えばお金以外のものだと ズルは増えます
13:11
And when we see cheating around us,
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そして周りの人がズルをしているのを見ると
13:13
particularly if it's a part of our in-group, cheating goes up.
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特に同じ仲間だと ズルは増えるのです
13:17
Now, if we think about this in terms of the stock market,
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これを 証券市場に当てはめてみると
13:20
think about what happens.
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どうでしょうか
13:21
What happens in a situation when you create something
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多額のお金を他の何かで支払うと
13:24
where you pay people a lot of money
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つまり現実を少し曲げて
13:26
to see reality in a slightly distorted way?
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見るとどうなるでしょう
13:29
Would they not be able to see it this way?
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この実験があてはまることが
13:32
Of course they would.
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おわかりでしょう?
13:33
What happens when you do other things,
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少し現金から離れたとたん
13:34
like you remove things from money?
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何がおこるのでしょう?
13:36
You call them stock, or stock options, derivatives,
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株券だとか オプションだとか デリバティブとか
13:39
mortgage-backed securities.
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土地担保証券だとかありますよね
13:40
Could it be that with those more distant things,
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こうして非現金のものを使うと
13:43
it's not a token for one second,
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引換券ではないにしても
13:45
it's something that is many steps removed from money
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現金からは何段階も離れているわけで
13:47
for a much longer time -- could it be that people will cheat even more?
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長い目でみれば 人はよりズルをする傾向にあるのではないでしょうか?
13:51
And what happens to the social environment
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さらに このような他人の行動を見ることは
13:53
when people see other people behave around them?
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社会環境にどう影響を及ぼすのでしょう?
13:56
I think all of those forces worked in a very bad way
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私はこれらの要因は全て証券市場では
14:00
in the stock market.
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悪い方へ向かうと考えます
14:02
More generally, I want to tell you something
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一般的には 行動経済学では
14:05
about behavioral economics.
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次のようなことが言えます
14:08
We have many intuitions in our life,
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私達は直観にかなり頼っていて
14:12
and the point is that many of these intuitions are wrong.
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多くの場合その直観は間違っています
14:15
The question is, are we going to test those intuitions?
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問題は そのような直観を省みるかどうかにあります
14:18
We can think about how we're going to test this intuition
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自分たちが毎日の生活 ビジネス
14:20
in our private life, in our business life,
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特に政策決定の場で
14:22
and most particularly when it goes to policy,
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直観をどう使っているか考えてみるのです
14:25
when we think about things like No Child Left Behind,
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例えば 教育制度だとか
14:28
when you create new stock markets, when you create other policies --
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新しい証券市場を作る時や
14:31
taxation, health care and so on.
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税制や社会福祉など 新しい政策を作る時です
14:34
And the difficulty of testing our intuition
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そして この直観を確かめる難しさは
14:36
was the big lesson I learned
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私自身がよく知っています
14:38
when I went back to the nurses to talk to them.
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病院に戻って看護師たちと話した時
14:40
So I went back to talk to them
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こんなことがありました
14:42
and tell them what I found out about removing bandages.
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包帯の剥がし方についてわかったことを教えると
14:45
And I learned two interesting things.
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二つの面白い答えが返ってきました
14:47
One was that my favorite nurse, Ettie,
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私が好きだった看護師のエティは まず
14:49
told me that I did not take her pain into consideration.
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看護師の気持ちを考えてないと言いました
14:53
She said, "Of course, you know, it was very painful for you.
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エティは「もちろんあなたの痛みは当然だけど
14:55
But think about me as a nurse,
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看護師のことも考えてみて
14:57
taking, removing the bandages of somebody I liked,
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大好きな人の包帯を取る辛さを
14:59
and had to do it repeatedly over a long period of time.
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しかも何度 何度も繰り返し
15:02
Creating so much torture was not something that was good for me, too."
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苦しめ続けるのは 私にとっても楽なことではなかった」と
15:05
And she said maybe part of the reason was it was difficult for her.
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ところが それほど彼女を苦しめた理由は
15:10
But it was actually more interesting than that, because she said,
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もっと興味深い別の点にあって
15:13
"I did not think that your intuition was right.
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「私は他人の直観が正しいと思ったことなどなく
15:18
I felt my intuition was correct."
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自分の直観が正しいと思った」と続けました
15:19
So, if you think about all of your intuitions,
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もし自分の身に置き換えてみれば
15:21
it's very hard to believe that your intuition is wrong.
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自分の直観が間違っていると思うのは相当に難しいことです
15:25
And she said, "Given the fact that I thought my intuition was right ..." --
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そして 彼女が言うには 私が自分の直観を正しいと思ったように
15:28
she thought her intuition was right --
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彼女も自分の直観を正しいと思い
15:30
it was very difficult for her to accept doing a difficult experiment
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別の視点をもつのはほぼ不可能なことだったのです
15:35
to try and check whether she was wrong.
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自分が間違っているかどうか考えもしなかった
15:37
But in fact, this is the situation we're all in all the time.
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しかし 実際には これはよくあることです
15:41
We have very strong intuitions about all kinds of things --
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私達はあらゆることを強い直感を持って判断しています
15:44
our own ability, how the economy works,
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自分の能力や これから経済がどう動くか
15:47
how we should pay school teachers.
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教師にいくら給料を払うか
15:49
But unless we start testing those intuitions,
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しかし この直観は確かめてみない限り
15:52
we're not going to do better.
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改善の余地はないのです
15:54
And just think about how better my life would have been
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もしあの看護師が自分たちの直観に疑いをもつことがあれば
15:56
if these nurses would have been willing to check their intuition,
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私の病院生活はどれほど楽になっていたか
15:58
and how everything would have been better
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自分の直感をより体系的に
15:59
if we just start doing more systematic experimentation of our intuitions.
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調べることができれば 物事はもう少し上手く運んでいたのではないでしょうか
16:04
Thank you very much.
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どうもありがとうございました

Original video on YouTube.com
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