The real reason female entrepreneurs get less funding Dana Kanze

This is me at five years old,

shortly before jumping
into this beautifully still pool of water.

I soon find out the hard way
that this pool is completely empty

because the ice-cold water
is near freezing

and literally takes my breath away.

Even though I already know how to swim,

I can’t get up to the water’s surface,
no matter how hard I try.

That’s the last thing I remember
trying to do before blacking out.

Turns out, the lifeguard on duty
had been chatting with two girls

when I jumped in,

and I was soon underwater,

so he couldn’t actually
see or hear me struggle.

I was eventually saved
by a girl walking near the pool

who happened to look down and see me.

The next thing I know,
I’m getting mouth-to-mouth

and being rushed to the hospital
to determine the extent of my brain loss.

If I had been flailing
at the water’s surface,

the lifeguard would have noticed
and come to save me.

I share this near-death experience
because it illustrates

how dangerous things are
when they’re just beneath the surface.

Today, I study implicit
gender bias in start-ups,

which I consider to be
far more insidious than mere overt bias

for this very same reason.

When we see or hear an investor

behaving inappropriately
towards an entrepreneur,

we’re aware of the problem

and at least have a chance
to do something about it.

But what if there are subtle differences

in the interactions
between investors and entrepreneurs

that can affect their outcomes,

differences that we’re not conscious of,

that we can’t directly see or hear?

Before studying start-ups
at Columbia Business School,

I spent five years running
and raising money for my own start-up.

I remember constantly racing around
to meet with prospective investors

while trying to manage my actual business.

At one point I joked
that I had reluctantly pitched

each and every family member,
friend, colleague, angel investor

and VC this side of the Mississippi.

Well, in the process of speaking
to all these investors,

I noticed something
interesting was happening.

I was getting asked a very different
set of questions than my male cofounder.

I got asked just about everything
that could go wrong with the venture

to induce investor losses,

while my male cofounder was asked
about our venture’s home run potential

to maximize investor gains,

essentially everything
that could go right with the venture.

He got asked how many new customers
we were going to bring on,

while I got asked how we were going
to hang on to the ones we already had.

Well, as the CEO of the company,
I found this to be rather odd.

In fact, I felt like
I was taking crazy pills.

But I eventually
rationalized it by thinking,

maybe this has to do
with how I’m presenting myself,

or it’s something
simply unique to my start-up.

Well, years later I made the difficult
decision to leave my start-up

so I could pursue a lifelong dream
of getting my PhD.

It was at Columbia that I learned
about a social psychological theory

originated by Professor Tory Higgins
called “regulatory focus,”

which differentiates between
two distinct motivational orientations

of promotion and prevention.

A promotion focus is concerned with gains

and emphasizes hopes, accomplishments
and advancement needs,

while a prevention focus
is concerned with losses

and emphasizes safety,
responsibility and security needs.

Since the best-case scenario
for a prevention focus

is to simply maintain the status quo,

this has us treading water
just to stay afloat,

while a promotion focus instead
has us swimming in the right direction.

It’s just a matter
of how far we can advance.

Well, I had my very own eureka moment
when it dawned on me

that this concept of promotion

sounded a lot like the questions
posed to my male cofounder,

while prevention resembled
those questions asked of me.

As an entrepreneurship scholar,

I started digging into the research
on start-up financing

and discovered there’s an enormous gap

between the amount of funds
that male and female founders raise.

Although women found
38 percent of US companies,

they only get two percent
of the venture funding.

I got to thinking:

what if this funding gap is not due
to any fundamental difference

in the businesses
started by men and women?

What if women get less funding than men

due to a simple difference
in the questions that they get asked?

After all, when it comes
to venture funding,

entrepreneurs need to convince investors
of their start-up’s home run potential.

It’s not enough to merely demonstrate

you’re not going to lose
your investors' money.

So it makes sense that women
would be getting less funding than men

if they’re engaging

in prevention as opposed to
promotion-oriented dialogues.

Well, I got the chance
to test this hypothesis

on companies with similar quality
and funding needs across all years

at the funding competition
known as TechCrunch Disrupt

Startup Battlefield has run
in New York City

since its inception in 2010.

TechCrunch is widely regarded as
the ideal place for start-ups to launch,

with participants including start-ups
that have since become household names,

like Dropbox, Fitbit and Mint,

presenting to some of the world’s
most prominent VCs.

Well, despite the comparability
of companies in my sample,

male-led start-ups went on
to raise five times as much funding

as the female-led ones.

This made me especially curious to see
what’s driving this gender disparity.

Well, it took a while,

but I got my hands on all the videos of
both the pitches and the Q and A sessions

from TechCrunch,
and I had them transcribed.

I first analyzed the transcripts

by loading a dictionary
of regulatory-focused terms

into the Linguistic Inquiry
and Word Count software called LIWC.

This LIWC software
generated the frequencies

of promotion and prevention words
in the transcribed text.

As a second method,

I had each of the questions
and answers manually coded

by the Tory Higgins
Research Lab at Columbia.

Regardless of the topic at hand,

an intention can be framed
in promotion or prevention.

Let’s take that topic of customers
I mentioned briefly earlier.

A promotion-coded question sounds like,

“How many new customers
do you plan to acquire this year?”

while a prevention-coded one sounds like,

“How do you plan to retain
your existing customers?”

During the same time,

I also gathered background information

on the start-ups and entrepreneurs
that can affect their funding outcomes,

like the start-up’s age,
quality and funding needs

and the entrepreneur’s past experience,

so I could use these data points
as controls in my analysis.

Well, the very first thing that I found

is that there’s no difference in the way
entrepreneurs present their companies.

In other words, both male
and female entrepreneurs

use similar degrees
of promotion and prevention language

in their actual pitches.

So having ruled out this difference
on the entrepreneur’s side,

I then moved on to the investor’s side,

analyzing the six minutes of Q&A sessions

that entrepreneurs engaged in
with the VCs after pitching.

When examining the nearly 2,000 questions

and corresponding answers
in these exchanges,

both of my methods
showed significant support

for the fact that male entrepreneurs
get asked promotion questions

and female entrepreneurs
get asked prevention questions.

In fact, a whopping 67 percent
of the questions posed

to male entrepreneurs
were promotion-focused,

while 66 percent of those posed to female
entrepreneurs were prevention-focused.

What’s especially interesting

is that I expected female VCs

to behave similarly to male VCs.

Given its prevalence in the popular media
and the venture-funding literature,

I expected the birds-of-a-feather
theory of homophily to hold here,

meaning that male VCs
would favor male entrepreneurs

with promotion questions

and female VCs would do the same
for female entrepreneurs.

But instead, all VCs displayed
the same implicit gender bias

manifested in the regulatory focus
of the questions they posed

to male versus female candidates.

So female VCs asked
male entrepreneurs promotion questions

and then turned around and asked
female entrepreneurs prevention questions

just like the male VCs did.

So given the fact
that both male and female VCs

are displaying this implicit gender bias,

what effect, if any, does this have
on start-up funding outcomes?

My research shows
it has a significant effect.

The regulatory focus of investor questions

not only predicted
how well the start-ups would perform

at the TechCrunch Disrupt competitions

but also how much funding the start-ups
went on to raise in the open market.

Those start-ups who were asked
predominantly promotion questions

went on to raise
seven times as much funding

as those asked prevention questions.

But I didn’t stop there.

I then moved on to analyze entrepreneurs'
responses to those questions,

and I found that entrepreneurs
are apt to respond in kind

to the questions they get,

meaning a promotion question
begets a promotion response

and a prevention question
begets a prevention response.

Now, this might make
intuitive sense to all of us here,

but it has some unfortunate consequences
in this context of venture funding.

So what ends up happening

is that a male entrepreneur
gets asked a promotion question,

granting him the luxury
to reinforce his association

with the favorable domain
of gains by responding in kind,

while a female entrepreneur
gets asked a prevention question

and inadvertently
aggravates her association

with the unfavorable domain
of losses by doing so.

These responses then trigger venture
capitalists' subsequent biased questions,

and the questions and answers
collectively fuel a cycle of bias

that merely perpetuates
the gender disparity.

Pretty depressing stuff, right?

Well, fortunately, there’s
a silver lining to my findings.

Those plucky entrepreneurs
who managed to switch focus

by responding to prevention questions
with promotion answers

went on to raise 14 times more funding

than those who responded
to prevention questions

with prevention answers.

So what this means
is that if you’re asked a question

about defending
your start-up’s market share,

you’d be better served
to frame your response

around the size and growth potential
of the overall pie

as opposed to how you merely plan
to protect your sliver of that pie.

So if I get asked this question,

I would say,

“We’re playing in such a large
and fast-growing market

that’s bound to attract new entrants.

We plan to take
increasing share in this market

by leveraging our start-up’s
unique assets.”

I’ve thus subtly redirected this dialogue
into the favorable domain of gains.

Now, these results are quite compelling
among start-ups that launched at TechCrunch

but field data can merely tell us
that there’s a correlational relationship

between regulatory focus and funding.

So I sought to see whether
this difference in regulatory focus

can actually cause funding outcomes

by running a controlled experiment

on both angel investors
and ordinary people.

Simulating the TechCrunch
Disrupt environment,

I had participants listen
to four six-minute audio files

of 10 question-and-answer exchanges

that were manipulated
for promotion and prevention language,

and then asked them
to allocate a sum of funding

to each venture as they saw fit.

Well, my experimental results
reinforced my findings from the field.

Those scenarios where entrepreneurs
were asked promotion questions

received twice the funding allocations

of those where entrepreneurs
were asked prevention questions.

What’s especially promising

is the fact that those scenarios
where entrepreneurs switched

as opposed to matched focus
when they received prevention questions

received significantly more funding
from both sets of participants.

So to my female entrepreneurs out there,

here are a couple
simple things you could do.

The first is to recognize
the question you’re being asked.

Are you getting a prevention question?

If this is the case, answer
the question at hand by all means,

but merely frame
your response in promotion

in an effort to garner higher amounts
of funding for your start-ups.

The unfortunate reality, though,

is that both men and women
evaluating start-ups

display the same implicit
gender bias in their questioning,

inadvertently favoring
male entrepreneurs over female ones.

So to my investors out there,

I would offer that you have
an opportunity here

to approach Q&A sessions
more even-handedly,

not just so that you
could do the right thing,

but so that you can improve
the quality of your decision making.

By flashing the same light
on every start-up’s potential

for gains and losses,

you enable all deserving
start-ups to shine

and you maximize returns in the process.

Today, I get to be that girl

walking by the pool,

sounding the alarm

that something is going on
beneath the surface.

Together, we have the power
to break this cycle

of implicit gender bias
in start-up funding.

Let’s give the most promising start-ups,

regardless of whether
they’re led by men or women,

a fighting chance to grow and thrive.

Thank you.

(Applause)

这是我五岁的时候,

就在
跳入这个美丽静止的水池之前不久。

我很快就
发现这个游泳池完全是空的,

因为冰冷的
水几乎结冰了

,简直让我喘不过气来。

尽管我已经会游泳,但无论我怎么努力

,我都无法爬上水面

这是我记得
在昏迷之前尝试做的最后一件事。

原来,当我跳进去的时候,值班的救生员
正在和两个女孩聊天

我很快就在水下,

所以他实际上
看不到也听不到我的挣扎。

我最终
被一个走在游泳池附近的女孩救了

下来,她碰巧低头看到了我。

接下来我知道,
我正在口对口

并被送往医院
以确定我的脑损失程度。

如果我一直
在水面上挥舞

,救生员会注意到
并来救我。

我分享这种濒临死亡的经历,
因为它说明


当事情就在表面之下时,它们是多么危险。

今天,我研究
初创企业中隐性的性别偏见,出于同样的原因

,我认为这
比单纯的公开偏见要阴险得多

当我们看到或听到投资者对企业家做出

不当行为时

我们就会意识到这个问题

,并且至少有机会
对此采取行动。

但是,如果投资者和企业家之间的互动存在细微的差异

,会影响他们的结果

,我们没有意识到

,我们无法直接看到或听到的差异呢?

在哥伦比亚商学院学习初创企业之前

我花了五年
时间为自己的初创企业筹集资金。

我记得

在尝试管理我的实际业务时,我不断地与潜在投资者会面。

有一次我开玩笑
说,我不情愿地向密西西比河这一边的

每一位家庭成员、
朋友、同事、天使投资

人和风险投资人推销。

好吧,在与所有这些投资者交谈的过程中

我注意到
发生了一些有趣的事情。

我被问到一
组与我的男性联合创始人截然不同的问题。

我被问及
该合资企业可能出现的所有问题,

从而导致投资者损失,

而我的男性联合创始人
被问及我们的合资企业

在最大化投资者收益方面的本垒打潜力,

基本上
是该合资企业可能出现的所有问题。

他被问到
我们将带来多少新客户,

而我被问到我们将
如何留住我们已经拥有的客户。

好吧,作为公司的首席执行官,
我觉得这很奇怪。

事实上,我觉得
我正在服用疯狂的药丸。

但我最终
通过思考使其合理化,

也许这
与我如何展示自己有关,

或者这
只是我的初创公司独有的东西。

好吧,几年后,我做出
了离开我的创业公司的艰难决定,

这样我就可以追求
获得博士学位的终生梦想。

在哥伦比亚大学,我
了解到托里·希金斯教授提出的一种社会心理学理论


称为“监管焦点”

,它
区分了促进和预防两种不同的动机取向

提升关注点关注收益

并强调希望、成就
和进步需求,

而预防关注
点关注损失

并强调安全、
责任和保障需求。

由于预防重点的最佳情况

是简单地维持现状,

这让
我们为了维持生计而踩水,

而推广重点则
让我们朝着正确的方向游泳。

这只是
我们能前进多远的问题。

好吧,当我突然

意识到这种晋升的概念

听起来很像
向我的男性联合创始人提出的问题时,我有自己的尤里卡时刻,

而预防类似于
向我提出的那些问题。

作为一名创业学者,

我开始深入
研究创业融资

发现男性和女性创始人筹集的资金数量之间存在巨大差距。

尽管
38% 的美国公司是女性创办的,

但她们只获得了 2%
的风险投资。

我开始思考

:如果这种资金缺口不是由于

男性和女性创办的企业的根本差异造成的呢?

如果女性

因为
所问问题的简单差异而获得的资金少于男性怎么办?

毕竟,
在风险投资方面,

企业家需要让投资者相信
他们初创公司的本垒打潜力。

仅仅证明

你不会
失去投资者的钱是不够的。

因此,如果女性

参与预防而非以
促进为导向的对话,她们获得的资金将少于男性,这是有道理的。

好吧,我有机会在自 2010 年成立以来一直在纽约市

举办的名为 TechCrunch Disrupt Startup Battlefield 的融资竞赛中,对多年来质量和资金需求相似的公司检验了这一假设

。TechCrunch 被广泛认为
是理想的 初创企业启动的地方

,参与者
包括后来成为家喻户晓的初创企业,

如 Dropbox、Fitbit 和 Mint,

向一些世界上
最杰出的 VC 展示。

好吧,尽管
我的样本中的公司具有可比性,但

男性领导的初创企业
筹集的资金

是女性领导的初创企业的五倍。

这让我特别好奇是
什么导致了这种性别差异。

好吧,这花了一些时间,

但我得到了来自 TechCrunch 的所有宣传视频
和问答环节的视频

,我让它们转录了。

我首先

通过将一个
以监管为重点的术语词典加载

到名为 LIWC 的语言查询
和字数统计软件中来分析成绩单。

这个LIWC软件
生成了转录文本

中促进和预防词
的频率。

作为第二种方法,

我让哥伦比亚

的 Tory Higgins
研究实验室手动编码每个问题和答案。

无论手头的主题是什么,

都可以
在促进或预防中制定意图。

让我们以
我之前简要提到的客户主题为例。

一个促销编码的问题听起来像,


你计划今年获得多少新客户?”

而一个预防编码的听起来像,

“你打算如何留住
你现有的客户?”

同时,

我还收集

了初创企业和企业家的背景信息,这些信息
会影响他们的融资结果,

比如初创企业的年龄、
质量和资金需求

以及企业家过去的经验,

因此我可以将这些数据点
作为对照 在我的分析中。

嗯,我发现的第一件事

是企业家展示公司的方式没有区别

换句话说,男性
和女性企业家在他们的实际宣传中

使用相似程度
的宣传和预防语言

因此,在排除
了企业家方面的这种差异

之后,我转向了投资者方面,

分析

了企业家在
推销后与 VC 进行的 6 分钟问答环节。

在考察这些交流中的近2000个问题

和相应的答案

,我的两种方法都

对男性创业
者被问到晋升问题

和女性创业
者被问到预防问题有很大的支持。

事实上,在向男性企业家
提出的问题中,高达 67% 的问题


晋升为重点,

而向女性企业家提出的问题中有 66% 以
预防为重点。

特别有趣的

是,我希望女性 VC

的行为与男性 VC 相似。

鉴于它在大众媒体
和风险投资文献中的流行,

我预计同质性的鸟儿
理论在这里会成立,

这意味着男性风险投资人
会偏爱

有晋升问题的男性企业家,

而女性风险投资人也
会这样做 女企业家。

但相反,所有 VC 都表现
出相同的隐性性别偏见,这

体现在
他们

向男性和女性候选人提出的问题的监管重点上。

于是女风投问
男创业者晋升问题

,然后转身问
女创业者防范问题

,就像男风投一样。

因此,
鉴于男性和女性 VC

都表现出这种隐含的性别偏见

,这对启动资金结果有什么影响(如果有的话)

我的研究表明
它有显着的效果。

投资者问题的监管重点

不仅预测
了初创企业

在 TechCrunch Disrupt 比赛中的表现,

而且还预测了初创企业
在公开市场上继续筹集了多少资金。

那些被问到
主要是推广问题的初创企业

筹集
的资金

是那些被问到预防问题的人的七倍。

但我并没有就此止步。

然后我继续分析企业家
对这些问题的反应

,我发现企业家
很容易对

他们收到的问题做出实物回应,

这意味着晋升问题会
引发晋升反应,

而预防问题会
引发预防反应。

现在,这
对我们所有人来说可能是直观的,

但在风险投资的背景下它会产生一些不幸的后果

所以最终发生的事情

是,男性企业家
被问到一个晋升问题,

让他有幸通过实物回应
来加强他

与有利
的收益领域的联系,

而一位女性企业家
被问到一个预防问题,

并无意中
加剧了她

与 这样做的不利领域
的损失。

这些反应随后引发了风险
资本家随后的有偏见的问题,

而这些问题和答案
共同助长了一个

只会
使性别差异永久化的偏见循环。

相当令人沮丧的东西,对吧?

好吧,幸运的
是,我的发现有一线希望。

那些

通过用促销答案来回答预防问题来设法转移焦点的勇敢企业家

继续筹集的资金

是那些

用预防答案来回答预防问题的人的 14 倍。

所以这
意味着如果你被问到一个

关于捍卫
你的初创公司的市场份额的问题,

你最好围绕整个蛋糕的规模和增长潜力
来构建你的回答

,而不是你仅仅计划
如何 保护你的那块馅饼。

因此,如果我被问到这个问题,

我会说:

“我们所处的市场如此庞大
且发展迅速

,势必会吸引新的进入者。

我们计划

通过利用我们初创公司的
独特资产在这个市场上占据更大的份额 。”

因此,我巧妙地将这种对话重定向
到有利的收益领域。

现在,这些结果
在 TechCrunch 上推出的初创企业中非常引人注目,

但现场数据只能告诉我们

监管重点和资金之间存在相关关系。

因此,我试图通过对天使投资者和普通人进行对照实验来了解
监管重点的这种差异是否

真的会导致融资结果

模拟 TechCrunch
Disrupt 环境,

我让参与者
听了四个 6 分钟的音频

文件,其中包含 10 个问答交流

,这些音频文件被操纵
用于宣传和预防语言,

然后要求他们

根据他们看到的情况为每个企业分配一笔资金 合身。

好吧,我的实验
结果强化了我在该领域的发现。

那些
向企业家询问促销问题的情景

获得的资金分配

是向企业家询问预防问题的情景的两倍。

特别有希望的

是,
当企业家在收到预防问题时转换

而不是匹配焦点的那些场景从两组参与者

那里获得了更多的资金

所以对于我的女企业家来说,

这里有
一些你可以做的简单的事情。

首先是认识
到你被问到的问题。

你有预防问题吗?

如果是这种情况,请
通过各种方式回答手头的问题,

但只是
在促销中制定您的回应,

以便
为您的初创企业筹集更多资金。

然而,不幸的现实

是,
评估初创企业的男性和女性在提问时都

表现出同样的隐性
性别偏见,

无意中偏爱
男性企业家而不是女性企业家。

因此,对于我的投资者,

我会为你们提供
一个在这里更公平地

进行问答环节的机会
,这

不仅是为了让
你们做正确的事情,

而且是为了
提高决策的质量。

通过
对每个初创公司

的收益和损失潜力进行同样的分析,

您可以使所有值得
的初创公司大放异彩,

并在此过程中最大化回报。

今天,我将成为那个

在泳池边散步的女孩,

发出警报

,说水面下正在发生一些事情

总之,我们有
能力打破这种在启动资金

中隐含的性别偏见循环

让我们给最有前途的初创企业,

无论
他们是由男性还是女性领导的,

都有一个成长和繁荣的奋斗机会。

谢谢你。

(掌声)