ABOUT THE SPEAKER
Esther Duflo - Development economist
Esther Duflo takes economics out of the lab and into the field to discover the causes of poverty and means to eradicate it.

Why you should listen

2009 MacArthur fellow Esther Duflo is pushing the field of development economics by studying specific causal relationships that lead to or perpetuate poverty. She looks at close-to-home issues: household behavior, education, access to finance and health.

At MIT, she's the founder and director of the Jameel Poverty Action Lab (J-PAL), a research network that evaluates social programs. It's concerned less with wide-ranging policy than with specific questions. Sample: If schoolkids could get their uniforms for free, would attendance go up? What's an effective way to reward mothers for immunizing their babies? Randomized trials offer new insights toward creating global equity and prosperity. Her work may blur the lines between economics and activism, but it's a role Duflo not only considers comfortable but vital.

Her new book is Poor Economics, with Abhijit W. Banerjee. 

More profile about the speaker
Esther Duflo | Speaker | TED.com
TED2010

Esther Duflo: Social experiments to fight poverty

Esther Duflo:战胜贫困的社会实验

Filmed:
1,298,863 views

减少贫困与其说是科学,不如说是试验猜测。而缺少援助产生的影响的相关数据,带来到底该怎样提供援助的问题。但是卡拉克奖得主Esther Duflo讨论哪些努力是有帮助哪些可能有害——通过随机化测试的方案。
- Development economist
Esther Duflo takes economics out of the lab and into the field to discover the causes of poverty and means to eradicate it. Full bio

Double-click the English transcript below to play the video.

00:18
So here it is. You can check: I am short, I'm French法国,
0
3000
2000
各位 你们可以看到 我很矮 我是法国人
00:20
I have a pretty漂亮 strong强大 French法国 accent口音,
1
5000
2000
我有很重的法国口音
00:22
so that's going to be clear明确 in a moment时刻.
2
7000
3000
一会你们就会发现这一点
00:26
Maybe a sobering发人深省 thought
3
11000
2000
或者这很触目惊心
00:28
and something you all know about.
4
13000
2000
你们都知道这些事
00:30
And I suspect疑似 many许多 of you gave
5
15000
2000
我想你们中的很多人
00:32
something to the people of Haiti海地 this year.
6
17000
3000
今年还给海地人捐献了东西
00:35
And there is something else其他
7
20000
2000
但还有些别的事
00:37
I believe in the back of your mind心神
8
22000
2000
我相信在你们脑中
00:39
you also know.
9
24000
2000
你们也知道
00:41
That is, every一切 day,
10
26000
2000
就是每天都会有
00:43
25,000 children孩子 die
11
28000
2000
25,000个孩子丧生
00:45
of entirely完全 preventable预防的 causes原因.
12
30000
3000
死于完全可以预防的原因
00:48
That's a Haiti海地 earthquake地震 every一切 eight days.
13
33000
3000
那是每八天的海地地震情况
00:51
And I suspect疑似 many许多 of you probably大概 gave something
14
36000
2000
我想你们中的很多人也许
00:53
towards that problem问题 as well,
15
38000
2000
也想过这个问题
00:55
but somehow不知何故 it doesn't happen发生
16
40000
2000
但是
00:57
with the same相同 intensity强度.
17
42000
2000
每次灾难的破坏程度不太一样
00:59
So why is that?
18
44000
2000
那么 这是为什么呢?
01:02
Well, here is a thought experiment实验 for you.
19
47000
3000
你们看一下这样一个实验
01:05
Imagine想像 you have a few少数 million百万 dollars美元 that you've raised上调 --
20
50000
2000
想象下 你募集了几百万美金
01:07
maybe you're a politician政治家 in a developing发展 country国家
21
52000
3000
你可能是某个发展中国家的官员
01:10
and you have a budget预算 to spend. You want to spend it on the poor较差的:
22
55000
3000
你有个花钱的预算 你想把钱用在帮助贫困上
01:13
How do you go about it?
23
58000
3000
你会怎样做?
01:16
Do you believe the people who tell you
24
61000
2000
你会相信这样的人:
01:18
that all we need to do is to spend money?
25
63000
2000
他们认为 我们所有该做的就是花钱
01:20
That we know how to eradicate根除 poverty贫穷,
26
65000
3000
我们知道如何消除贫困
01:23
we just need to do more?
27
68000
2000
我们只是需要做更多
01:25
Or do you believe the people who tell you that
28
70000
2000
还是会相信另外一些人:
01:27
aid援助 is not going to help, on the contrary相反 it might威力 hurt伤害,
29
72000
3000
他们认为 援助没啥用,反而有坏处
01:30
it might威力 exacerbate加剧 corruption腐败, dependence依赖, etc等等.?
30
75000
3000
它可能助长腐败、依赖性等等
01:34
Or maybe you turn to the past过去.
31
79000
2000
或者你会想想过去
01:36
After all, we have spent花费 billions数十亿 of dollars美元 on aid援助.
32
81000
3000
毕竟,我们花费了数十亿美金在援助上
01:39
Maybe you look at the past过去 and see.
33
84000
2000
你们看看过去
01:41
Has it doneDONE any good?
34
86000
2000
看看援助是否做了些好事
01:43
And, sadly可悲的是, we don't know.
35
88000
2000
很遗憾,我们不知道
01:45
And worst最差 of all, we will never know.
36
90000
3000
最糟糕的是,我们永远也不会知道
01:49
And the reason原因 is that -- take Africa非洲 for example.
37
94000
2000
而原因是——拿非洲作为例子
01:51
Africans非洲人 have already已经 got a lot of aid援助.
38
96000
2000
非洲人得到很多援助
01:53
These are the blue蓝色 bars酒吧.
39
98000
2000
就是这些蓝条
01:55
And the GDPGDP in Africa非洲 is not making制造 much progress进展.
40
100000
3000
而非洲的GDP却没咋增长
01:58
Okay, fine. How do you know what
41
103000
2000
好的, 你们如何得知
02:00
would have happened发生 without the aid援助?
42
105000
2000
没有援助会发生什么
02:02
Maybe it would have been much worse更差,
43
107000
3000
或许会坏很多
02:05
or maybe it would have been better.
44
110000
2000
或许会好很多
02:07
We have no idea理念. We don't know what the counterfactual is.
45
112000
3000
我们不知道 不知道这样假设会如何
02:10
There's only one Africa非洲.
46
115000
2000
只有一个非洲
02:12
So what do you do?
47
117000
2000
那么 你们会怎样做
02:14
To give the aid援助, and hope希望 and pray祈祷 that something comes out of it?
48
119000
3000
给援助 然后希望、祈祷它会带了些好处
02:18
Or do you focus焦点 on your everyday每天 life
49
123000
3000
还是 仅仅关注自己的每日生活
02:21
and let the earthquake地震 every一切 eight days
50
126000
2000
而让每八天一次的地震
02:23
continue继续 to happen发生?
51
128000
2000
继续发生?
02:25
The thing is, if we don't know
52
130000
2000
要注意 如果我们不知道
02:27
whether是否 we are doing any good,
53
132000
2000
我们是否在做好事
02:29
we are not any better
54
134000
2000
我们就甚至还不如
02:31
than the Medieval中世纪 doctors医生 and their leeches水蛭.
55
136000
3000
中世纪的医生和那些寄生虫做得更好
02:34
Sometimes有时 the patient患者 gets得到 better, sometimes有时 the patient患者 dies.
56
139000
3000
有时候病人治好 有时候病人死去
02:37
Is it the leeches水蛭? Is it something else其他?
57
142000
3000
这是因为寄生虫,还是因为别的什么?
02:40
We don't know.
58
145000
2000
我们不知道
02:42
So here are some other questions问题.
59
147000
2000
还要另外几个问题
02:44
They're smaller questions问题,
60
149000
2000
这些问题很小
02:46
but they are not that small.
61
151000
2000
但又不是那么小
02:48
Immunization免疫接种, that's the cheapest最便宜 way
62
153000
3000
免疫 这是挽救孩子生命
02:51
to save保存 a child's孩子的 life.
63
156000
2000
最便宜的方法
02:53
And the world世界 has spent花费 a lot of money on it:
64
158000
2000
世界花了很多钱在免疫上
02:55
The GAVIGAVI and the Gates盖茨 Foundations基金会
65
160000
2000
国际免疫预防联合会(GAVI)和盖茨基金会
02:57
are each pledging认捐 a lot of money towards it,
66
162000
2000
都在免疫上投入很多钱
02:59
and developing发展 countries国家 themselves他们自己 have been doing a lot of effort功夫.
67
164000
3000
发展国家自身也做了很多努力
03:02
And yet然而, every一切 year
68
167000
2000
然而,每年
03:04
at least最小 25 million百万 children孩子
69
169000
2000
至少2500万儿童
03:06
do not get the immunization免疫接种 they should get.
70
171000
3000
不能得到他们本应得到的免疫
03:09
So this is what you call a "last mile英里 problem问题."
71
174000
3000
这就是所谓的“最后一英里难题” (last mile problem 指人们能得到并正确使用质量好的药物)
03:12
The technology技术 is there,
72
177000
2000
我们有技术
03:14
the infrastructure基础设施 is there,
73
179000
2000
我们有基础设施
03:16
and yet然而 it doesn't happen发生.
74
181000
2000
但是,问题却没有得到解决
03:18
So you have your million百万.
75
183000
2000
那么 当你有百万美金时
03:20
How do you use your million百万
76
185000
2000
你怎样花钱
03:22
to solve解决 this last mile英里 problem问题?
77
187000
2000
才能解决“最后一英里难题”
03:24
And here's这里的 another另一个 question:
78
189000
2000
还有另外一个问题
03:26
Malaria疟疾. Malaria疟疾 kills杀死 almost几乎
79
191000
3000
疟疾 疟疾每年夺走
03:29
900,000 people every一切 year,
80
194000
3000
90万人的生命
03:32
most of them in Sub-Saharan撒哈拉以南 Africa非洲,
81
197000
2000
大多数死者在撒哈拉以南的非洲
03:34
most of them under five.
82
199000
2000
大多数年龄小于5岁
03:36
In fact事实, that is the leading领导 cause原因 of under-five五岁 mortality死亡.
83
201000
3000
事实上 疟疾是5岁下儿童的最主要死因
03:39
We already已经 know how to kill malaria疟疾,
84
204000
3000
我们已经知道如何治愈疟疾
03:42
but some people come to you and say,
85
207000
2000
但有些人找到你 并对你说
03:44
"You have your millions百万. How about bed nets?"
86
209000
3000
“你有几百万,不如买蚊帐吧”
03:47
Bed nets are very cheap低廉.
87
212000
2000
蚊帐很便宜
03:49
For 10 dollars美元, you can manufacture制造 and ship
88
214000
3000
只要10美元,你就能制造并运输
03:52
an insecticide杀虫剂 treated治疗 bed net
89
217000
2000
一个经过杀虫剂处理的蚊帐
03:54
and you can teach someone有人 to use them.
90
219000
2000
而且,你能教人们使用蚊帐
03:56
And, not only do they protect保护 the people who sleep睡觉 under them,
91
221000
3000
此外,蚊帐不仅能保护谁在蚊帐里的人
03:59
but they have these great contagion传染性 benefits好处.
92
224000
2000
而且还有巨大的防传染功效
04:01
If half of a community社区 sleeps睡觉 under a net,
93
226000
3000
如果社区里一半的人睡在蚊帐里
04:04
the other half also benefits好处
94
229000
2000
另一半也能受惠
04:06
because the contagion传染性 of the disease疾病 spread传播.
95
231000
3000
因为疾病能传染、扩散
04:09
And yet然而, only a quarter25美分硬币 of kids孩子 at risk风险 sleep睡觉 under a net.
96
234000
3000
然而,只有四分之一面临疟疾风险的孩子睡在蚊帐里
04:12
Societies社会 should be willing愿意 to go out
97
237000
2000
社会应该愿意行动
04:14
and subsidize资助 the net, give them for free自由,
98
239000
2000
资助购买蚊帐,并且免费捐赠
04:16
or, for that matter, pay工资 people to use them
99
241000
2000
或者,在这个问题上,补贴那些使用蚊帐的人
04:18
because of those contagion传染性 benefits好处.
100
243000
2000
因为蚊帐的防传染功效
04:20
"Not so fast快速," say other people.
101
245000
2000
而另外一些人说 “别这么快”
04:22
"If you give the nets for free自由,
102
247000
2000
“如果你免费提供蚊帐
04:24
people are not going to value them.
103
249000
2000
人们不会珍惜蚊帐
04:26
They're not going to use them,
104
251000
2000
他们不会去使用蚊帐
04:28
or at least最小 they're not going to use them as bed nets,
105
253000
2000
或者至少他们不会把蚊帐当蚊帐使用
04:30
maybe as fishing钓鱼 nets."
106
255000
2000
而可能是当作鱼网 (蚊帐为bed net,net的意思是”网“)
04:32
So, what do you do?
107
257000
2000
那么,你会怎样做?
04:34
Do you give the nets for free自由 to maximize最大化 coverage覆盖,
108
259000
2000
是免费提供蚊帐,以求最大限度的蚊帐覆盖率?
04:36
or do you make people pay工资
109
261000
2000
还是要人们为蚊帐买单
04:38
in order订购 to make sure that they really value them?
110
263000
2000
以使他们认识到蚊帐的价值?
04:40
How do you know?
111
265000
2000
你怎么知道?
04:42
And a third第三 question: Education教育.
112
267000
2000
第三个问题是 教育
04:44
Maybe that's the solution, maybe we should send发送 kids孩子 to school学校.
113
269000
2000
或许这才是解决之道 或许我们应该送孩子去上学
04:46
But how do you do that?
114
271000
2000
但是你会怎么去做?
04:48
Do you hire聘请 teachers教师? Do you build建立 more schools学校?
115
273000
2000
你会聘请更多教师? 你会建更多校舍?
04:50
Do you provide提供 school学校 lunch午餐?
116
275000
2000
你会提供学校午餐吗?
04:52
How do you know?
117
277000
2000
你怎么知道哪种方法更好?
04:54
So here is the thing.
118
279000
2000
这就是问题所在。
04:56
I cannot不能 answer回答 the big question,
119
281000
2000
我无法回答那个大问题
04:58
whether是否 aid援助 did any good or not.
120
283000
2000
即 援助是好是坏
05:00
But these three questions问题, I can answer回答 them.
121
285000
3000
但是,我能回答这三个小问题
05:04
It's not the Middle中间 Ages时代 anymore,
122
289000
2000
现在不再是中世纪
05:06
it's the 21stST century世纪.
123
291000
2000
而是二十一世纪
05:08
And in the 20th century世纪,
124
293000
2000
在二十世纪里
05:10
randomized随机, controlled受控 trials试验
125
295000
2000
随机的、可控的试验
05:12
have revolutionized革命性 medicine医学
126
297000
2000
已经将医药革命了
05:14
by allowing允许 us to distinguish区分
127
299000
2000
因为它让我们能够区分
05:16
between之间 drugs毒品 that work
128
301000
2000
有效的药物
05:18
and drugs毒品 that don't work.
129
303000
2000
和无用的药物
05:20
And you can do the same相同
130
305000
2000
现在 你可以采用同样的方式:
05:22
randomized随机, controlled受控 trial审讯 for social社会 policy政策.
131
307000
3000
针对社会政策的 随机的、可控的试验
05:25
You can put social社会 innovation革新 to the same相同
132
310000
2000
你可以对社会革新施以同样的
05:27
rigorous严格, scientific科学 tests测试
133
312000
2000
精确而又科学的测试
05:29
that we use for drugs毒品.
134
314000
2000
就像我们为药物所做的那样
05:31
And in this way, you can take the guesswork猜测
135
316000
3000
以这种方式, 你可以把推测的成分
05:34
out of policy-making决策
136
319000
2000
从政策制定中区分出来
05:36
by knowing会心 what works作品,
137
321000
2000
因为你知道了什么可行
05:38
what doesn't work and why.
138
323000
2000
什么不可行 为什么是这样
05:40
And I'll give you some examples例子 with those three questions问题.
139
325000
3000
我会针对这三个问题举一些例子
05:44
So I start开始 with immunization免疫接种.
140
329000
2000
首先从免疫开始
05:46
Here's这里的 Udaipur乌代布尔 District, Rajasthan拉贾斯坦邦. Beautiful美丽.
141
331000
3000
这是印度拉贾斯坦邦的乌代布尔区 ,非常美丽
05:49
Well, when I started开始 working加工 there,
142
334000
2000
当我开始在那工作时
05:51
about one percent百分 of children孩子
143
336000
2000
约1%的儿童
05:53
were fully充分 immunized免疫.
144
338000
2000
得到了完全免疫
05:55
That's bad, but there are places地方 like that.
145
340000
3000
这很糟糕 但是还有很多地方好不到哪去
05:58
Now, it's not because the vaccines疫苗 are not there --
146
343000
2000
现在,并不是因为那里没有疫苗
06:00
they are there and they are free自由 --
147
345000
2000
疫苗在那,而且是免费的
06:02
and it's not because parents父母 do not care关心 about their kids孩子.
148
347000
3000
也不因为父母不关心孩子
06:05
The same相同 child儿童 that is not immunized免疫 against反对 measles麻疹,
149
350000
3000
一个没有免疫过麻疹的孩子
06:08
if they do get measles麻疹, parents父母 will spend
150
353000
2000
一旦感染麻疹 父母将要花费
06:10
thousands数千 of rupees卢比 to help them.
151
355000
2000
数千卢用于治疗
06:12
So you get these empty village subcenters子中心
152
357000
2000
现在 你看到这些空荡荡的乡村中心
06:14
and crowded hospitals医院.
153
359000
2000
和拥挤的医院
06:16
So what is the problem问题?
154
361000
2000
那么问题在哪?
06:18
Well, part部分 of the problem问题, surely一定, is people do not fully充分 understand理解.
155
363000
3000
部分问题当然是人们不太懂
06:21
After all, in this country国家 as well,
156
366000
2000
毕竟在这个国家
06:23
all sorts排序 of myths神话 and misconceptions误解
157
368000
2000
有各种关于疟疾的
06:25
go around immunization免疫接种.
158
370000
3000
传说和误解.
06:28
So if that's the case案件, that's difficult,
159
373000
2000
如果这是问题所在, 很麻烦
06:30
because persuasion劝说 is really difficult.
160
375000
3000
因为很难说服人们.
06:33
But maybe there is another另一个 problem问题 as well.
161
378000
2000
但是 或许还有另外一个问题.
06:35
It's going from intention意向 to action行动.
162
380000
3000
人们开始从关注它到采取行动
06:38
Imagine想像 you are a mother母亲
163
383000
2000
想象下你是位母亲
06:40
in Udaipur乌代布尔 District, Rajasthan拉贾斯坦邦.
164
385000
2000
就生活在拉贾斯坦邦的乌代布尔区
06:42
You have to walk步行 a few少数 kilometers公里 to get your kids孩子 immunized免疫.
165
387000
3000
你不得不不行几公里才能让孩子得到免疫
06:45
And maybe when you get there, what you find is this:
166
390000
2000
或许当你到达免疫地点时 你会发现
06:47
The subcenter分中心 is closed关闭. Ao you have to come back,
167
392000
2000
副中心关门了 那么你就不得不打道回府
06:49
and you are so busy and you have so many许多 other things to do,
168
394000
3000
如果你很忙 你有很多事要做
06:52
you will always tend趋向 to postpone推迟 and postpone推迟,
169
397000
2000
你将一直拖延拖延
06:54
and eventually终于 it gets得到 too late晚了.
170
399000
2000
直到有一天已经太迟了.
06:56
Well, if that's the problem问题, then that's much easier更轻松.
171
401000
3000
如果这是问题所在的话 倒是简单很多
06:59
Because A, we can make it easy简单,
172
404000
3000
因为: A 我们能让免疫更容易
07:02
and B, we can maybe
173
407000
2000
B 我们或许
07:04
give people a reason原因 to act法案 today今天,
174
409000
2000
能给人们一个今天就行动的理由
07:06
rather than wait till直到 tomorrow明天.
175
411000
2000
而不是等到明天.
07:08
So these are simple简单 ideas思路, but we didn't know.
176
413000
2000
这是很简单的想法 但过去我们不知道.
07:10
So let's try them.
177
415000
2000
那么让我们将这些想法付诸行动.
07:12
So what we did is we did a randomized随机, controlled受控 trial审讯
178
417000
3000
我们过去的是 随机的、可控的试验
07:15
in 134 villages村庄 in Udaipur乌代布尔 Districts.
179
420000
2000
在拉贾斯坦邦的乌代布尔区的134个村庄
07:17
So the blue蓝色 dots
180
422000
2000
这些蓝点
07:19
are selected randomly随机.
181
424000
2000
是随机选定的.
07:21
We made制作 it easy简单 -- I'll tell you how in a moment时刻.
182
426000
3000
我们的做法很简单 一会我就告诉你们.
07:24
In the red dots, we made制作 it easy简单
183
429000
2000
在红点处 我们简单地
07:26
and gave people a reason原因 to act法案 now.
184
431000
2000
告诉人们一个今天就行动的理由。
07:28
The white白色 dots are comparisons对比, nothing changed.
185
433000
3000
白点处是作为对比,什么也没变
07:31
So we make it easy简单 by organizing组织
186
436000
2000
我们简单地组织
07:33
this monthly每月一次 camp where people can
187
438000
2000
每月营地,在这里人们可以
07:35
get their kids孩子 immunized免疫.
188
440000
2000
让孩子得到免疫
07:37
And then you make it easy简单
189
442000
2000
然后你就简单地
07:39
and give a reason原因 to act法案 now
190
444000
2000
告诉人们一个今天就行动的理由
07:41
by adding加入 a kilo公斤 of lentils扁豆 for each immunization免疫接种.
191
446000
3000
通过给每次免疫一公斤扁豆的补助
07:44
Now, a kilo公斤 of lentils扁豆 is tiny.
192
449000
3000
现在 一公斤扁豆真是微不足道。
07:47
It's never going to convince说服 anybody任何人
193
452000
2000
你永远也不会说服任何人
07:49
to do something that they don't want to do.
194
454000
2000
去做他们不想做的事。
07:51
On the other hand, if your problem问题 is you tend趋向 to postpone推迟,
195
456000
3000
另一方面 如果你的问题是你老是拖延,
07:54
then it might威力 give you a reason原因 to act法案 today今天
196
459000
2000
那就给你个今天就行动的理由
07:56
rather than later后来.
197
461000
2000
而不是以后再去做
07:58
So what do we find?
198
463000
2000
那么我们发现了什么?
08:00
Well, beforehand预先, everything is the same相同.
199
465000
2000
起初 一切如故
08:02
That's the beauty美女 of randomization随机.
200
467000
2000
这就是随机试验的好处
08:04
Afterwards之后,
201
469000
2000
后来
08:06
the camp -- just having the camp --
202
471000
2000
这些营地 仅仅是每月营地
08:08
increases增加 immunization免疫接种 from six percent百分 to 17 percent百分.
203
473000
2000
将免疫率从6%增长到17%
08:10
That's full充分 immunization免疫接种.
204
475000
2000
是指完全免疫
08:12
That's not bad, that's a good improvement起色.
205
477000
2000
还不错,很大的进步
08:14
Add the lentils扁豆 and you reach达到 to 38 percent百分.
206
479000
3000
加了扁豆后 数字达到了38%
08:17
So here you've got your answer回答.
207
482000
2000
现在你就知道答案了
08:19
Make it easy简单 and give a kilo公斤 of lentils扁豆,
208
484000
2000
简单点 给一公斤扁豆
08:21
you multiply immunization免疫接种 rate by six.
209
486000
3000
就将免疫率乘以6
08:24
Now, you might威力 say, "Well, but it's not sustainable可持续发展.
210
489000
2000
现在 你会说 ”很好,可这是不可持续的
08:26
We cannot不能 keep giving lentils扁豆 to people."
211
491000
2000
我们不能总是给扁豆”
08:28
Well, it turns out it's wrong错误 economics经济学,
212
493000
2000
结果是 这是错误的经济学
08:30
because it is cheaper便宜
213
495000
2000
因为给扁豆
08:32
to give lentils扁豆 than not to give them.
214
497000
2000
比不给扁豆要便宜
08:34
Since以来 you have to pay工资 for the nurse护士 anyway无论如何,
215
499000
2000
既然 你总是要为护士付费
08:36
the cost成本 per immunization免疫接种
216
501000
2000
每次免疫费用
08:38
ends结束 up being存在 cheaper便宜 if you give incentives奖励 than if you don't.
217
503000
3000
最终是给激励时比不给时要便宜
08:42
How about bed nets?
218
507000
2000
蚊帐又该如何?
08:44
Should you give them for free自由, or should you ask people to pay工资 for them?
219
509000
3000
你是免费发放 还是让人们付费?
08:47
So the answer回答 hinges铰链
220
512000
2000
答案取决于
08:49
on the answer回答 to three simple简单 questions问题.
221
514000
2000
三个简单问题的答案
08:51
One is: If people must必须 pay工资 for a bed net,
222
516000
3000
第一个问题是如果人们必须为蚊帐付费
08:54
are they going to purchase采购 them?
223
519000
2000
他们还会买吗?
08:56
The second第二 one is:
224
521000
2000
第二个问题是
08:58
If I give bed nets for free自由,
225
523000
2000
如果蚊帐是免费的
09:00
are people going to use them?
226
525000
2000
人们还会用吗?
09:02
And the third第三 one is:
227
527000
2000
第三个问题是
09:04
Do free自由 bed nets discourage不鼓励 future未来 purchase采购?
228
529000
2000
免费蚊帐会导致日后不再购买蚊帐吗?
09:06
The third第三 one is important重要
229
531000
2000
第三个问题很重要
09:08
because if we think people get used to handouts讲义,
230
533000
3000
因为 如果我们认为人们习惯了救济后
09:11
it might威力 destroy破坏 markets市场 to distribute分发 free自由 bed nets.
231
536000
3000
将会破坏发放免费蚊帐的市场
09:14
Now this is a debate辩论 that has generated产生
232
539000
2000
现在 这个争论已经
09:16
a lot of emotion情感 and angry愤怒 rhetoric修辞.
233
541000
3000
带来了很多感情和愤怒的言辞。
09:19
It's more ideological思想 than practical实际的,
234
544000
2000
这更理想主义而非实用主义,
09:21
but it turns out it's an easy简单 question.
235
546000
2000
但又回答了一个简单的问题。
09:23
We can know the answer回答 to this question.
236
548000
2000
我们可以知道问题的答案
09:25
We can just run an experiment实验.
237
550000
2000
我们只要做下试验
09:27
And many许多 experiments实验 have been run, and they all have the same相同 results结果,
238
552000
2000
很多试验 都有相同的结果
09:29
so I'm just going to talk to you about one.
239
554000
3000
接下来 我会给你们讲一个
09:32
And this one that was in Kenya肯尼亚,
240
557000
2000
这个试验是在肯尼亚做的
09:34
they went around and distributed分散式 to people
241
559000
2000
他们到处走动 分发给村民
09:36
vouchers, discount折扣 vouchers.
242
561000
2000
优惠券 折扣券
09:38
So people with their voucher凭证
243
563000
2000
然后 人们用优惠券
09:40
could get the bed net in the local本地 pharmacy药店.
244
565000
2000
可以在当地的要点买到蚊帐
09:42
And some people get 100 percent百分 discount折扣,
245
567000
3000
有些人得到100%折扣
09:45
and some people get 20 percent百分 discounts折扣,
246
570000
2000
有些是20%折扣
09:47
and some people get 50 percent百分 discount折扣, etc等等.
247
572000
3000
有些事50%折扣 等等
09:50
And now we can see what happens发生.
248
575000
2000
现在我们可以看看发生了什么
09:52
So, how about the purchasing购买?
249
577000
2000
若是要购买会如何
09:54
Well, what you can see is that
250
579000
2000
你可以看到
09:56
when people have to pay工资 for their bed nets,
251
581000
2000
当人们不得不为蚊帐付费时
09:58
the coverage覆盖 rate really falls下降 down a lot.
252
583000
3000
蚊帐覆盖率大幅下降
10:01
So even with partial局部 subsidy补贴,
253
586000
2000
即使有部分补助-
10:03
three dollars美元 is still not the full充分 cost成本 of a bed net,
254
588000
3000
3美元依然不是蚊帐的完全花费
10:06
and now you only have 20 percent百分 of the people with the bed nets,
255
591000
2000
现在你只有20%的人拥有蚊帐
10:08
you lose失去 the health健康 immunity免疫, that's not great.
256
593000
3000
你失去了[覆盖率] 那样不好
10:11
Second第二 thing is, how about the use?
257
596000
2000
第二件事是 年轻人会如何
10:13
Well, the good news新闻 is, people, if they have the bed nets,
258
598000
2000
好消息是 当人们拥有蚊帐时
10:15
will use the bed nets regardless而不管 of how they got it.
259
600000
3000
他们会使用蚊帐 不管蚊帐是如何得到的
10:18
If they get it for free自由, they use it.
260
603000
2000
他们免费得到蚊帐 会使用
10:20
If they have to pay工资 for it, they use it.
261
605000
2000
他们付费得到蚊帐 也会使用
10:22
How about the long term术语?
262
607000
2000
长期情况如何呢?
10:24
In the long term术语,
263
609000
2000
长远看来
10:26
people who got the free自由 bed nets,
264
611000
2000
得到免费蚊帐的人们
10:28
one year later后来, were offered提供 the option选项
265
613000
2000
一年后 面临花两美元
10:30
to purchase采购 a bed net at two dollars美元.
266
615000
3000
买一个蚊帐的选择
10:33
And people who got the free自由 one
267
618000
2000
免费获得蚊帐的人们
10:35
were actually其实 more likely容易 to purchase采购 the second第二 one
268
620000
3000
实际上更可能买第二个蚊帐
10:38
than people who didn't get a free自由 one.
269
623000
2000
相比没得到免费蚊帐的人而言
10:40
So people do not get used to handouts讲义; they get used to nets.
270
625000
3000
所以 人们没有习惯于救济 而是习惯于蚊帐!
10:43
Maybe we need to give them a little bit more credit信用.
271
628000
3000
或许我们应该更相信他们
10:48
So, that's for bed nets. So you will think, "That's great.
272
633000
2000
那些就是关于蚊帐的 你会想“太好了
10:50
You know how to immunize免疫 kids孩子, you know how to give bed nets."
273
635000
3000
你知道怎样免疫 你知道怎样发放蚊帐”
10:53
But what politicians政治家 need is a range范围 of options选项.
274
638000
3000
但是政客们需要的是一组选择
10:56
They need to know: Out of all the things I could do,
275
641000
3000
他们需要知道: 在所有这些我能做的事当中
10:59
what is the best最好 way to achieve实现 my goals目标?
276
644000
3000
哪一个是能最好地实现目标的方式?
11:02
So suppose假设 your goal目标 is to get kids孩子 into school学校.
277
647000
3000
假如你的目标是让孩子们上学
11:05
There are so many许多 things you could do. You could pay工资 for uniforms制服,
278
650000
3000
有这么多事可做 你可以为制服买单
11:08
you could eliminate消除 fees费用, you could build建立 latrines厕所,
279
653000
2000
你可以降低费用 你可以建造公厕
11:10
you could give girls女孩 sanitary卫浴 pads, etc等等., etc等等.
280
655000
3000
你可以给女孩提供卫生垫 等等
11:13
So what's the best最好?
281
658000
2000
那么最好的是什么?
11:15
Well, at some level水平, we think
282
660000
2000
某种程度上而言 我们认为
11:17
all of these things should work.
283
662000
2000
所有这些事都该做
11:19
So, is that sufficient足够? If we think they should work intuitively直观地,
284
664000
2000
那么 这些足够吗? 比如, 假如我们凭直觉认为这些应该有效
11:21
should we go for them?
285
666000
2000
我们应该去做这些事吗?
11:23
Well, in business商业, that's certainly当然 not the way we would go about it.
286
668000
3000
在商业里 这显然不是我们做事的方式
11:27
Consider考虑 for example
287
672000
2000
考虑下这个例子
11:29
transporting传输 goods产品.
288
674000
2000
运输货物
11:31
Before the canals运河 were invented发明
289
676000
2000
在运河被发明之前
11:33
in Britain英国 before the Industrial产业 Revolution革命,
290
678000
3000
英国在工业革命前
11:36
goods产品 used to go on horse carts.
291
681000
2000
货物是通过马车运输
11:38
And then canals运河 were built内置,
292
683000
2000
接着运河被修建后
11:40
and with the same相同 horseman骑手 and the same相同 horse,
293
685000
3000
用同样的马夫和同样的马匹
11:43
you could carry携带 ten times as much cargo货物.
294
688000
3000
你可以运输十倍于之前的货物
11:46
So should they have continued继续
295
691000
2000
那么 他们应该继续
11:48
to carry携带 the goods产品 on the horse carts, on the ground地面,
296
693000
3000
用马车在路上运输货物吗?
11:51
that they would eventually终于 get there?
297
696000
2000
反正他们最终总是能到达目的地
11:53
Well, if that had been the case案件,
298
698000
2000
如果 现实是这样
11:55
there would have been no Industrial产业 Revolution革命.
299
700000
2000
就不会发生工业革命
11:57
So why shouldn't不能 we do the same相同 with social社会 policy政策?
300
702000
3000
那么 为什么我们不应以同样方式来制定社会政策?
12:00
In technology技术, we spend so much time
301
705000
2000
在科技领域 我们花费了大量时间
12:02
experimenting试验, fine-tuning微调,
302
707000
2000
做实验 调节
12:04
getting得到 the absolute绝对 cheapest最便宜 way to do something,
303
709000
2000
获得绝对最便宜的方式去做某事
12:06
so why aren't we doing that with social社会 policy政策?
304
711000
3000
那么 为什么我们没有以同样方式来制定社会政策?
12:09
Well, with experiments实验, what you can do
305
714000
2000
通过做实验 你可以做到的是
12:11
is answer回答 a simple简单 question.
306
716000
2000
回答一个简单的问题
12:13
Suppose假设 you have 100 dollars美元 to spend
307
718000
2000
假如你有100美元
12:15
on various各个 interventions干预措施.
308
720000
2000
可以用于各种干预措施
12:17
How many许多 extra额外 years年份 of education教育
309
722000
2000
用你的几百美元
12:19
do you get for your hundred dollars美元?
310
724000
2000
可以得到多少年额外的教育?
12:21
Now I'm going to show显示 you
311
726000
2000
现在我会告诉你
12:23
what we get with various各个 education教育 interventions干预措施.
312
728000
3000
各种教育干预能带来什么
12:27
So the first ones那些 are if you want the usual通常 suspects犯罪嫌疑人,
313
732000
2000
最先的答案 是一些普遍的假设:
12:29
hire聘请 teachers教师, school学校 meals,
314
734000
2000
请老师 学校午餐
12:31
school学校 uniforms制服, scholarships奖学金.
315
736000
2000
学校制服 奖学金
12:33
And that's not bad. For your hundred dollars美元,
316
738000
2000
这都不错 用你的一百美金
12:35
you get between之间 one and three extra额外 years年份 of education教育.
317
740000
3000
你可以得到一到三年的额外教育
12:39
Things that don't work so well is bribing贿赂 parents父母,
318
744000
2000
不太好的事是贿赂家长
12:41
just because so many许多 kids孩子 are already已经 going to school学校
319
746000
3000
仅仅因为很多孩子已经开始上学
12:44
that you end结束 up spending开支 a lot of money.
320
749000
2000
你终止了花费大量金钱
12:46
And here are the most surprising奇怪 results结果.
321
751000
3000
这儿是最让人惊讶的结果
12:49
Tell people the benefits好处 of education教育,
322
754000
3000
告诉人们教育的益处
12:52
that's very cheap低廉 to do.
323
757000
2000
这佯做很便宜
12:54
So for every一切 hundred dollars美元 you spend doing that,
324
759000
3000
你花费在这件事的每一百美元
12:57
you get 40 extra额外 years年份 of education教育.
325
762000
3000
你将得到40年额外教育
13:00
And, in places地方 where there are worms蠕虫,
326
765000
2000
在那些有寄生虫的地方
13:02
intestinal worms蠕虫,
327
767000
2000
蛔虫
13:04
cure治愈 the kids孩子 of their worms蠕虫.
328
769000
2000
治疗有蛔虫的小孩
13:06
And for every一切 hundred dollars美元,
329
771000
2000
用每一百美元
13:08
you get almost几乎 30 extra额外 years年份 of education教育.
330
773000
3000
你将得到几乎30年的额外教育
13:11
So this is not your intuition直觉,
331
776000
2000
这不复合你的直觉
13:13
this is not what people would have gone走了 for,
332
778000
2000
这不是人们希望的
13:15
and yet然而, these are the programs程式 that work.
333
780000
3000
然而 这些项目很有效
13:18
We need that kind of information信息, we need more of it,
334
783000
2000
我们需要那样的信息 我们需要更多
13:20
and then we need to guide指南 policy政策.
335
785000
2000
然后 我们需要引导政策
13:24
So now, I started开始 from the big problem问题, and I couldn't不能 answer回答 it.
336
789000
3000
好的 我是从那个大问题开始的 我不能回答它
13:27
And I cut it into smaller questions问题,
337
792000
3000
然后 我将它分为几个小问题
13:30
and I have the answer回答 to these smaller questions问题.
338
795000
2000
而我能回答这些小问题
13:32
And they are good, scientific科学, robust强大的 answers答案.
339
797000
3000
这些回答是很好的、科学的、有力的回答
13:36
So let's go back to Haiti海地 for a moment时刻.
340
801000
2000
我们回过头来谈谈海地
13:39
In Haiti海地, about 200,000 people died死亡 --
341
804000
3000
在海地 大约20万人丧身
13:43
actually其实, a bit more by the latest最新 estimate估计.
342
808000
2000
事实上 最新的估计比这个数字还要多
13:45
And the response响应 of the world世界 was great:
343
810000
2000
世界的反应时强烈的
13:47
Two billion十亿 dollars美元 got pledged承诺 just last month,
344
812000
3000
过去一个月 募集了20亿美元
13:51
so that's about 10,000 dollars美元 per death死亡.
345
816000
2000
大约是 每一个死亡1万美元
13:53
That doesn't sound声音 like that much when you think about it.
346
818000
3000
你仔细想想 其实这并不像听起来那么多
13:56
But if we were willing愿意 to spend 10,000 dollars美元
347
821000
3000
但是 如果我们愿意为每个去世的小于5岁的孩子
13:59
for every一切 child儿童 under five who dies,
348
824000
3000
花费1万美元
14:02
that would be 90 billion十亿 per year
349
827000
3000
那将是每年900美元
14:05
just for that problem问题.
350
830000
2000
仅仅是为那个问题
14:07
And yet然而 it doesn't happen发生.
351
832000
2000
然而 这并没有发生
14:09
So, why is that?
352
834000
2000
那 这是为什么呢?
14:11
Well, I think what part部分 of the problem问题 is that,
353
836000
2000
我认为部分问题在于
14:13
in Haiti海地, although虽然 the problem问题 is huge巨大,
354
838000
2000
尽管海地的问题很大
14:15
somehow不知何故 we understand理解 it, it's localized本地化.
355
840000
2000
可是我们总能懂一些 我们就能定位问题
14:17
You give your money to Doctors医生 Without没有 Borders国界,
356
842000
2000
你捐钱给无国界医生组织
14:19
you give your money to Partners伙伴 In Health健康,
357
844000
2000
你捐钱给健康伙伴组织(Partners in Health)
14:21
and they'll他们会 send发送 in the doctors医生, and they'll他们会 send发送 in the lumber木料,
358
846000
3000
他们会送医生过去 他们会送物品过去
14:24
and they'll他们会 helicopter直升机 things out and in.
359
849000
3000
他们会用直升飞机运东西进进出出
14:27
And the problem问题 of poverty贫穷 is not like that.
360
852000
2000
但是贫困的问题并非如此
14:29
So, first, it's mostly大多 invisible无形;
361
854000
2000
首先 它通常是看不见的
14:31
second第二, it's huge巨大;
362
856000
2000
其次 它是很严重的
14:33
and third第三, we don't know whether是否 we are doing the right thing.
363
858000
3000
最后 我们不清楚我们所做的是否正确
14:36
There's no silver bullet子弹.
364
861000
2000
没有任何绝招可用
14:38
You cannot不能 helicopter直升机 people out of poverty贫穷.
365
863000
2000
你不能用直升飞机将人们从贫困中运出
14:40
And that's very frustrating泄气.
366
865000
2000
这真是让人沮丧
14:42
But look what we just did today今天.
367
867000
3000
但是看看我们今天所做的
14:45
I gave you three simple简单 answers答案 to three questions问题:
368
870000
3000
我给你们三个问题的三个简单答案
14:48
Give lentils扁豆 to immunize免疫 people,
369
873000
2000
让免疫[更便利]
14:50
provide提供 free自由 bed nets, deworm除虫 children孩子.
370
875000
2000
提供免费蚊帐 给孩子打蛔虫
14:52
With immunization免疫接种 or bed nets,
371
877000
2000
通过免疫或者蚊帐
14:54
you can save保存 a life for 300 dollars美元 per life saved保存.
372
879000
3000
你可以用300美元拯救一条生命
14:57
With deworming驱虫, you can get
373
882000
2000
通过打蛔虫 你可以用300美元
14:59
an extra额外 year of education教育 for three dollars美元.
374
884000
2000
得到一年额外的教育
15:02
So we cannot不能 eradicate根除 poverty贫穷 just yet然而,
375
887000
3000
我们不能立刻消除贫困
15:05
but we can get started开始.
376
890000
2000
但是我们可以开始行动
15:07
And maybe we can get started开始 small
377
892000
2000
或许我们能以那些
15:09
with things that we know are effective有效.
378
894000
3000
我们知道是有效的方式开始
15:12
Here's这里的 an example of how this can be powerful强大.
379
897000
2000
这个例子告诉我们这样做多么强有力
15:14
Deworming驱虫.
380
899000
2000
打蛔虫
15:16
Worms蠕虫 have a little bit of a problem问题 grabbing the headlines新闻头条.
381
901000
2000
蛔虫不会引起新闻头条的一丝主义
15:18
They are not beautiful美丽 and don't kill anybody任何人.
382
903000
3000
他们不漂亮 他们不杀死人
15:21
And yet然而, when the young年轻 global全球 leader领导 in Davos达沃斯
383
906000
2000
然而 当年轻的全球领袖 在达沃斯
15:23
showed显示 the numbers数字 I gave you,
384
908000
2000
展示这些我告诉你们的数字时
15:25
they started开始 Deworm除虫 the World世界.
385
910000
2000
他们开始了”世界除虫“行动
15:27
And thanks谢谢 to Deworm除虫 the World世界,
386
912000
2000
幸亏有这个世界除虫行动
15:29
and the effort功夫 of many许多 country国家 governments政府 and foundations基金会,
387
914000
2000
以及很多国家政府和基金会的努力
15:31
20 million百万 school-aged学龄 children孩子 got dewormed驱虫 in 2009.
388
916000
3000
2009年有2千万学龄儿童得到除虫
15:34
So this evidence证据 is powerful强大.
389
919000
2000
这个证据是强有力的
15:36
It can prompt提示 action行动.
390
921000
2000
它能推动行动
15:38
So we should get started开始 now.
391
923000
2000
我们现在就应开始行动
15:40
It's not going to be easy简单.
392
925000
2000
现在 这不是件容易的事
15:42
It's a very slow process处理.
393
927000
2000
这是很漫长的过程
15:44
You have to keep experimenting试验, and sometimes有时 ideology思想
394
929000
2000
你必须坚持试验 有时候
15:46
has to be trumped莫须有 by practicality实际性.
395
931000
2000
必须用实用性来鼓吹想法
15:48
And sometimes有时 what works作品 somewhere某处 doesn't work elsewhere别处.
396
933000
3000
有时候 在此地有效的方式在彼处失效
15:51
So it's a slow process处理,
397
936000
2000
这是很漫长的过程
15:53
but there is no other way.
398
938000
2000
但是有其他放肆
15:55
These economics经济学 I'm proposing建议,
399
940000
2000
我所建议的经济学
15:57
it's like 20th century世纪 medicine医学.
400
942000
2000
就像20实际的药物
15:59
It's a slow, deliberative审议 process处理
401
944000
2000
这是一个漫长,很慎重
16:01
of discovery发现.
402
946000
2000
发现过程
16:03
There is no miracle奇迹 cure治愈,
403
948000
2000
没有魔法疗法
16:05
but modern现代 medicine医学 is saving保存
404
950000
2000
但是现代药物
16:07
millions百万 of lives生活 every一切 year,
405
952000
2000
每年都在挽救数以百万计的生命
16:09
and we can do the same相同 thing.
406
954000
2000
而我们可以做到同样的事
16:13
And now, maybe, we can go back to the bigger question
407
958000
3000
现在 或许我们能回归到那个
16:16
that I started开始 with at the beginning开始.
408
961000
3000
我一开始就提出的大问题
16:19
I cannot不能 tell you
409
964000
2000
我不能告诉你
16:21
whether是否 the aid援助 we have spent花费 in the past过去 has made制作 a difference区别,
410
966000
3000
过去的援助花费是否起了作用
16:24
but can we come back here in 30 years年份
411
969000
3000
但是 30年后我们可以回到这里
16:27
and say, "What we have doneDONE,
412
972000
3000
然后说 ”我们所做的一切
16:30
it really prompted提示 a change更改 for the better."
413
975000
3000
真的促进了事情往好的方向改变“
16:33
I believe we can and I hope希望 we will.
414
978000
2000
我相信我们可以做到 我希望我们能够做到
16:35
Thank you.
415
980000
2000
谢谢
16:37
(Applause掌声)
416
982000
2000
(掌声)
Translated by Jason Hsiang
Reviewed by Chunlei Chang

▲Back to top

ABOUT THE SPEAKER
Esther Duflo - Development economist
Esther Duflo takes economics out of the lab and into the field to discover the causes of poverty and means to eradicate it.

Why you should listen

2009 MacArthur fellow Esther Duflo is pushing the field of development economics by studying specific causal relationships that lead to or perpetuate poverty. She looks at close-to-home issues: household behavior, education, access to finance and health.

At MIT, she's the founder and director of the Jameel Poverty Action Lab (J-PAL), a research network that evaluates social programs. It's concerned less with wide-ranging policy than with specific questions. Sample: If schoolkids could get their uniforms for free, would attendance go up? What's an effective way to reward mothers for immunizing their babies? Randomized trials offer new insights toward creating global equity and prosperity. Her work may blur the lines between economics and activism, but it's a role Duflo not only considers comfortable but vital.

Her new book is Poor Economics, with Abhijit W. Banerjee. 

More profile about the speaker
Esther Duflo | Speaker | TED.com