This company pays kids to do their math homework Mohamad Jebara

For as long as I remember,
I’ve loved mathematics.

Actually, it’s not 100 percent true.

I’ve loved mathematics for all
but a two-week period

in senior high school.

(Laughter)

I was top of my class,

and we were about to start
the Extension Maths course.

I was really excited
about this brand new topic coming up,

complex numbers.

I like complex.

My teacher was priming us for the concepts

with some questions about square roots.

Square of nine – three;

square of 256 – sixteen.

Too easy.

Then she asked the trick question:

What about the square root
of negative one?

Of course, we were all over it –

“Come on, Miss!

We all know you can’t take
the square root of a negative.”

“That’s true in the real world,” she said.

“But in the complex world,

the square root of negative one
is the imaginary number i.”

(Laughter)

That day,

my entire mathematical world
came crashing down on me.

(Laughter)

“Imaginary numbers?

Seriously?

But mathematics is a source of truth,

please don’t go abstract on me.

I would have studied art

if I wanted to play
with imaginary numbers.”

(Laughter)

“This is Extension Maths,
let’s get back with our program!”

She didn’t,

and over the next couple of weeks,

I reluctantly performed
meaningless calculations,

(Laughter)

finding imaginary solutions
to quadratic equations.

(Laughter)

But then something amazing happened.

We began finding elegant solutions

to real-world problems
we previously had no answers to,

starting with the complex world
of imaginary numbers.

So some mathematician 500 years ago

decides to have some fun
and make up these imaginary numbers,

and because of that we can now
derive these amazing identities

with applications in the real world,

in fields like electrical engineering.

Wow!

I gained a whole new level
of appreciation for mathematics.

And after my brief mistrust,

I was now in love
with the subject more than ever.

Francis Su, the mathematician,
sums it up beautifully when he says,

“We study mathematics
for play, for beauty,

for truth,

for justice and for love.”

But if you ask a student today,

you’ll probably hear a different story.

You might hear “difficult” and “boring.”

And they might be right about difficult.

But it’s certainly not boring.

In fact, I’d say being difficult to master

is part of what makes it beautiful.

Because nothing worth doing is easy.

So we need students to stick around
long enough through the difficult parts

to appreciate the beauty
when it all ties together.

Much like I did for that brief
couple of weeks in high school.

Unfortunately, our school systems –

we move students through mathematics
in a lockstep process.

So those who fall a little behind

find it near impossible to ever catch up
and appreciate that beauty.

But why is this a problem?

Why should we care?

Well today, more than ever,

our world needs every citizen
to be skilled in mathematics.

With the advent of artificial
intelligence and automation,

many of the jobs we see today
will either not exist

or be transformed
to require less routine work

and more analysis
and application of expertise.

But we’re not producing
the extra mathematics students

to fill these new roles.

This graph shows the number of students

taking Standard Mathematics

and Advanced Mathematics

over a period of 20 years in Australia.

It’s clear that while we have demand
for mathematics skills rapidly increasing,

supply is in steady decline.

To put things in perspective,

half of the students
completing high school today in Australia

are not prepared
to understand any argument

about rates of change in data.

In this digital age

where fake news can influence
election results,

this is very concerning.

Let me give you a concrete example.

Let’s take a closer look at that graph.

Can everyone see what I’ve done there
to stress my point?

If you can’t, let me show you now,

with the vertical axis
starting at zero, where it should be.

There, you see it now, right?

It’s the exact same data

but I’ve manipulated the representation
to influence you.

And that’s cool, that’s my job up here.

(Laughter)

But in all seriousness,

unless we do something

to drastically improve
student engagement with mathematics,

we’ll not only have
a huge skills shortage crisis

but a fickle population,

easily manipulated
by whoever can get the most air time.

So what’s the solution?

There are a lot of things we have to do.

We need curriculum reform.

We need our best and brightest
encouraged to become teachers.

We need to put an end to high-stakes tests

and instead follow a mastery-based
learning approach.

But all these things take time.

And I’m impatient.

See, I’ve been thinking about this
for eight years now.

Ever since I left my job
as a derivative trader

to build a web application
to help students learn mathematics.

Today, our app is used
by schools across the globe.

And we’re seeing big improvements

for students who use
the program regularly.

But here’s the thing –

we’re only seeing it for students
who use the program regularly.

And most of them don’t.

So after years of developing
and refining the application,

our biggest challenge
was not so much product related,

our biggest challenge
was motivating students

to want to work
on their gaps in understanding.

You can imagine
in today’s attention economy,

we’re competing against Facebook,
Snapchat and PlayStation

to try and get these students' time.

So we went back to the drawing board

and started to think about
how we could make it worthwhile

for students to spend
some of their “attention budget”

on their education.

We tinkered with gamification elements

like points, badges and avatars,

and we’d see a temporary
spike in engagement

but things would go back to normal
as soon as the novelty wore off.

Then one day, my cofounder, Alvin,

came across a study of students in Chicago

led by the behavioral
economist, Steven Levitt,

where they paid students
who improved on their test scores.

He started telling me
about some of the things they tested for

and the interesting findings they had.

For instance, they found
that incentivizing students for inputs,

like effort,

worked a lot better
than incentivizing for outputs,

like test scores.

They found that for younger students,
you could win them over with a trophy

but for older students,

you really needed cash.

(Laughter)

And the amount of cash mattered –
10 dollars was good,

20 dollars – even better.

But perhaps most importantly,

they found that the rewards
had to be instant

rather than promised at a later date.

They went as far as to give
the students 20 dollars and say,

“Touch it, feel it, smell it –”

(Sniffing)

“It’s all yours.

But if you fail,
I’m going to take it back.”

And that worked really well.

I immediately got excited

about the possibilities
of implementing this in our program.

But once the excitement settled down,

there were a few concerns
that crept in our minds.

Firstly,

was this ethical?

(Laughter)

Secondly, how would we fund this thing?

(Laughter)

And finally,

would the results be sustained
if the students were no longer paid?

Now, let’s look at the ethical part first.

I’m a bit of a mathematical purist.

So I’d be one of the first people to say
that we should study mathematics

for the sake of mathematics.

Remember – for play, for beauty,
for truth, for justice and for love!

Not for money!

(Laughter)

As I struggled with this,
I came to see that,

while it’s a way I look
at mathematics now,

it’s only because I studied it
long enough to appreciate it.

It’s very difficult to tell a student
struggling with mathematics today

to work hard for a payoff
in the distant future.

And it’s not so much bribery
that’s at work here,

because I could bribe students

by telling them about my big bonuses
in my derivative trading days

as a reward for doing well at maths.

But it doesn’t pay off
for a very long time.

So it’s practically naught.

Behavioral economists
call this hyperbolic discounting.

And Levitt goes as far as to say

that all motivating power vanishes

when rewards are handed out with a delay.

So, from a purely economic point of view:

if we don’t use immediate incentives,

we are underinvesting in student outcomes.

I took heart from that,
and came to see that as a society,

we’re actually quite used
to financial incentives.

Whether it be by the government,
by employers or at home.

For instance, many parents
would pay their children

an allowance or pocket money
for doing chores in the house.

So it wasn’t really
all that controversial.

As I thought about that,

it started to answer that second question
of how we were going to fund this.

Naturally, parents are the most invested
in their children’s education.

So, let’s charge them
a weekly subscription fee

to use our program,

but –

if the students complete
their weekly maths goal,

we’ll refund the subscription amount
directly into the child’s bank account.

We chose three exercises completed

over a one week period

for a 10 dollar reward.

That way we’re incentivizing effort
rather than performance

over a short enough period

and with a substantial enough payout
for the students to care.

Now, I remember when I first told
my wife about this new business model.

If she had any doubt left
that I’ve gone completely mad,

that pretty much confirmed it for her.

She said to me, “Mo …

you realize that if everybody
does their homework, which you want,

you’re not going to make any revenue,
which you don’t want.

Great business model.”

(Laughter)

I say it’s more like
an antibusiness model,

it’s free if you use it,
but you pay if you don’t.

Now, I knew from experience

that not everybody in the country
was going to jump on

and do their maths homework every week.

And if they did,
sure we’d go bust pretty quickly,

but hey, we would have solved
the country’s maths skills crisis.

(Laughter)

As a company, we’ve always run
a double bottom line,

looking to both make
a return for investors

as well as improve student outcomes.

We know that our path
to long-term profitability

is through improving student outcomes.

So our dual objectives
should never be at odds.

So we’re always looking

to make our product decisions

around helping students reach
their weekly maths goal,

effectively ensuring that they get paid

and not us.

Now you must be wondering:
How is this crazy business model going?

You’ll be glad to know
we’re still in business.

We’ve been testing this now
for the last five months

on just our personal
home users in Australia

before we think about
rolling it out to schools.

And here are the early results.

The green represents students
who are completing their weekly maths goal

and the red those who aren’t.

You can see a lot more
completing their homework than not.

In fact, as our user base has grown,

we found the percentage
to be pretty steady, at around 75 percent.

So on average, we receive
our weekly subscription fee

once every four weeks,

and the other three weeks,
we’re rewarding the students.

Now of course we’re leaving
some money on the table here,

but guess what?

It turns out these students

are 70 percent more engaged
than students not on the reward program.

Check.

From a business perspective,

they are less likely to churn

and more likely to refer friends,

so we’re hoping to trade off
a lower revenue per user

for a bigger and more engaged user base.

Check and check.

Now for that final question.

Would they keep coming back
if they were no longer paid?

Mathematics is so much more
than just a subject you study at school.

It’s a human endeavor.

It’s what helps us to understand
the world around us.

And the more you know,
the more you want to know.

So yes, we’ve triggered initial engagement

with a financial reward.

But in the long run,

the money won’t matter anymore.

Because in the long run,

the wonder of mathematics
will be the incentive

and understanding it

will be the reward.

Thank you.

(Applause)

从我记事起,
我就喜欢数学。

实际上,这不是百分百正确的。

除了高中的两周

时间,我一直都喜欢数学。

(笑声)

我在班上名列前茅

,我们即将
开始扩展数学课程。


对即将出现的这个全新的话题——

复数感到非常兴奋。

我喜欢复杂的。

我的老师

用一些关于平方根的问题来引导我们学习这些概念。

九方——三;

256的平方——十六。

太容易了。

然后她问了一个棘手的问题:

负一的平方根呢?

当然,我们已经解决了——

“来吧,小姐!

我们都知道你不能取
负数的平方根。”

“在现实世界中确实如此,”她说。

“但在复杂的世界中,

负一的平方根
是虚数 i。”

(笑声)

那一天,

我的整个数学世界
都崩溃了。

(笑声)

“虚数?

说真的?

但数学是真理的源泉,

请不要对我抽象。

如果我
想玩虚数,我会学艺术的。”

(笑声)

“这是扩展数学,
让我们回到我们的程序!”

她没有

,在接下来的几个星期里,

我不情愿地进行了
毫无意义的计算,

(笑声)

寻找
二次方程的假想解。

(笑声)

但随后发生了一件令人惊奇的事情。

我们开始

为以前无法解决的现实问题寻找优雅的
解决方案,

从虚数的复杂世界开始

所以 500 年前的某个数学家

决定找点乐子
,编造这些虚数,正

因为如此,我们现在可以

在现实世界中,

在电气工程等领域中应用这些惊人的恒等式。

哇!


对数学的欣赏达到了一个全新的水平。

在我短暂的不信任之后,

我现在
比以往任何时候都更爱这个主题。

数学家弗朗西斯·苏 (Francis Su)
完美地总结了这一点,他说:

“我们学习数学是
为了游戏、为了美、

为了真理、

为了正义和为了爱。”

但如果你今天问一个学生,

你可能会听到一个不同的故事。

您可能会听到“困难”和“无聊”。

他们对困难的看法可能是对的。

但这肯定不乏味。

事实上,我会说难以

掌握是使它美丽的一部分。

因为没有什么值得做的事是容易的。

因此,我们需要学生
在困难的部分中坚持足够长的时间,

以欣赏
所有联系在一起的美丽。

就像我在高中那短短
的几周里所做的一样。

不幸的是,我们的学校系统——

我们
以一个步调一致的过程让学生学习数学。

因此,那些稍微落后的人会

发现几乎不可能赶上
并欣赏这种美丽。

但为什么这是一个问题?

我们为什么要关心?

那么今天,我们的世界比以往任何时候都更

需要每个
公民都精通数学。

随着人工智能和自动化的出现,

我们今天看到的许多工作
要么不存在,

要么被转变
为需要更少的日常工作

和更多
的专业知识分析和应用。

但我们并没有
培养额外的数学学生

来填补这些新角色。

该图显示

了 20 年间在澳大利亚学习标准数学和高等数学的学生人数。

很明显,虽然我们
对数学技能的需求迅速增加,但

供应量却在稳步下降。

客观地说,

今天在澳大利亚完成高中的一半

学生不
准备理解

有关数据变化率的任何论点。

在这个

假新闻可以影响
选举结果的数字时代,

这是非常令人担忧的。

让我给你一个具体的例子。

让我们仔细看看这张图。

每个人都可以看到我在那里做了什么
来强调我的观点吗?

如果你不能,现在让我告诉你

,垂直轴
从零开始,它应该在哪里。

在那里,你现在看到了,对吧?

这是完全相同的数据,

但我已经操纵了表示
来影响你。

这很酷,这是我在这里的工作。

(笑声)

说真的,除非我们采取

措施大幅提高
学生对数学的参与度,否则

我们不仅会
面临巨大的技能短缺危机

,还会面临变化无常的人口,

很容易
被能够获得最多播出时间的人操纵。

那么解决方案是什么?

我们有很多事情要做。

我们需要课程改革。

我们需要我们最优秀和最聪明的人
鼓励成为教师。

我们需要结束高风险的考试

,而是遵循以掌握为基础的
学习方法。

但所有这些事情都需要时间。

而且我很不耐烦。

看,我已经考虑
了八年了。

自从我
辞去衍生品交易员的工作后,我

开始构建一个 Web 应用程序
来帮助学生学习数学。

今天,我们的应用程序被
全球各地的学校使用。

我们看到

定期使用该程序的学生有了很大的进步。

但事情是这样的——

我们只
在经常使用该程序的学生中看到它。

他们中的大多数都没有。

因此,经过多年开发
和完善应用程序,

我们最大的
挑战不是与产品相关,

我们最大的挑战
是激发学生

想要解决
他们在理解上的差距。

您可以想象,
在当今的注意力经济中,

我们正在与 Facebook、
Snapchat 和 PlayStation 竞争,

试图争取这些学生的时间。

所以我们回到绘图板上

,开始思考
我们如何

让学生将
他们的一些“注意力预算”

花在他们的教育上是值得的。

我们修改了

积分、徽章和头像等游戏化元素

,我们会看到
参与度暂时飙升,


一旦新奇感消失,一切就会恢复正常。

然后有一天,我的联合创始人阿尔文

遇到了一项

由行为
经济学家史蒂文·莱维特领导的芝加哥学生研究,

他们在那里向
考试成绩提高的学生支付报酬。

他开始告诉我
他们测试的一些东西

以及他们的有趣发现。

例如,他们
发现激励学生的投入(

如努力)

比激励学生的产出(

如考试成绩)效果要好得多。

他们发现,对于年轻的学生,
你可以用奖杯赢得他们,

但对于年长的学生,

你真的需要现金。

(笑声

) 现金的数量很重要
——10 美元很好,

20 美元——甚至更好。

但也许最重要的是,

他们发现奖励
必须是即时的,

而不是在以后承诺。

他们甚至给
了学生 20 美元,然后说:

“触摸它,感受它,闻它——”

(嗅探)

“这都是你的。

但如果你失败了,
我会收回它。”

这非常有效。

我立即


在我们的程序中实现这一点的可能性感到兴奋。

但是,一旦兴奋平息下来,我们的脑海

中就会出现一些担忧

首先

,这合乎道德吗?

(笑声)

其次,我们将如何资助这件事?

(笑声

) 最后,

如果学生不再获得报酬,结果会持续下去
吗?

现在,让我们先看看道德部分。

我是一个数学纯粹主义者。

所以我会是第一个
说我们应该

为了数学而学习数学的人之一。

记住——为了游戏、为了美、
为了真理、为了正义和爱!

不是为了钱!

(笑声)

当我为此苦苦挣扎时,
我开始明白这一点,

虽然这是我现在看待数学的一种方式

但这只是因为我研究它的
时间足够长,能够欣赏它。

很难告诉
今天在数学上苦苦挣扎的学生在遥远的未来

努力工作以获得回报

在这里工作的不是贿赂

因为我可以

通过告诉学生
我在衍生品交易日

获得的巨额奖金来贿赂学生,以此作为数学成绩好的奖励。

但是
很长一段时间都没有回报。

所以它实际上是没有的。

行为经济学家
称之为双曲线贴现。

莱维特甚至

说,当奖励延迟发放时,所有激励力量都会消失

因此,从纯粹的经济角度来看:

如果我们不使用即时激励措施,

我们对学生成果的投资就会不足。

我从中振作起来,
并开始看到,作为一个社会,

我们实际上非常
习惯于经济激励。

无论是由政府
、雇主还是在家里。

例如,许多父母
会为他们的孩子

支付零用钱或零用钱
,让他们在家中做家务。

所以这并没有
那么有争议。

当我想到这一点时,

它开始回答第二个
问题,即我们将如何为此提供资金。

当然,
父母对孩子的教育投入最多。

因此,让我们向他们
收取每周订阅费

以使用我们的程序,

但是 -

如果学生完成了
他们的每周数学目标,

我们将直接将订阅金额退还
到孩子的银行账户中。

我们选择了三个在一周内完成的练习

以获得 10 美元的奖励。

通过这种方式,我们

在足够短的时间内激励努力而不是表现,

并为学生提供足够大的支出
来关心。

现在,我记得当我第一次告诉
我妻子这种新的商业模式时。

如果她对
我完全疯了还有任何疑问,

那对她来说几乎是证实了这一点。

她对我说,“莫……

你意识到,如果每个人都
做你想要的功课,

你就不会获得任何收入,
这是你不想要的。

伟大的商业模式。”

(笑声)

我说它更像是
一种反商业模式,

如果你使用它是免费的,
但如果你不使用它,你需要付费。

现在,我从经验

中知道,并不是这个国家的每个人

都会每周都跳起来做数学作业。

如果他们这样做了,
我们肯定会很快破产,

但是,嘿,我们会解决
这个国家的数学技能危机。

(笑声)

作为一家公司,我们一直
有双重底线,

既要
为投资者带来回报,

又要提高学生的学习成绩。

我们知道,我们
实现长期盈利

的途径是通过提高学生的成绩。

所以我们的双重目标
永远不应该发生冲突。

因此,我们一直在寻求

围绕帮助学生
实现每周数学目标来制定产品决策,

从而有效地确保他们

而不是我们获得报酬。

现在你一定想知道
:这种疯狂的商业模式进展如何?

您会很高兴知道
我们仍在营业。 在

我们考虑将其推广到学校之前,我们
在过去五个月中一直

在仅对
澳大利亚的个人家庭用户进行测试

这是早期的结果。

绿色代表
正在完成每周数学目标的学生

,红色代表未完成的学生。

你可以看到
比没有完成更多的作业。

事实上,随着我们用户群的增长,

我们发现该
百分比相当稳定,约为 75%。

所以平均而言,我们每四个星期收到
一次每周订阅费

,另外三个星期,
我们奖励学生。

现在我们当然要
在桌子上留下一些钱,

但你猜怎么着?

事实证明,这些学生

的参与度
比未参加奖励计划的学生高 70%。

查看。

从业务角度来看,

他们流失的可能性较小,

而推荐朋友的可能性更大,

因此我们希望
以较低的每用户收入

换取更大、参与度更高的用户群。

检查并检查。

现在是最后一个问题。

如果他们不再得到报酬,他们会继续回来吗?

数学
不仅仅是你在学校学习的一门学科。

这是人类的努力。

这有助于我们了解
我们周围的世界。

而且你知道
的越多,你就越想知道。

所以,是的,我们已经通过经济奖励触发了初始参与

但从长远来看

,钱将不再重要。

因为从长远来看,

数学的奇迹
将是激励

和理解

它将是奖励。

谢谢你。

(掌声)