Description
In this illustration about new venture performance two toolboxes.
UVA-ENT
This technical note was prepared by Saras D. Sarasvathy, associate professor of business administration. It was
written as a basis for class discussion rather than to illustrate effective or ineffective handling of an administrative
situation. Copyright © 2006 by the University of Virginia Darden School Foundation, Charlottesville, VA. All
rights reserved. To order copies, send an e-mail to [email protected]. No part of this publication may be
reproduced, stored in a retrieval system, used in a spreadsheet, or transmitted in any form or by any means—
electronic, mechanical, photocopying, recording, or otherwise—without the permission of the Darden School
Foundation.
NEW VENTURE PERFORMANCE
Two Toolboxes for Starting New Ventures
There are at least two ways of building new ventures. Most textbooks and newspapers
suggest the following way:
• Do market research and competitive analyses to figure out target market segments
• Develop marketing strategies, calculate cost/price margins, and make financial
projections
• Make a business plan, raise resources, hire a team and build your venture.
Expert entrepreneurs, on the other hand, appear to disagree with this approach. They
prefer instead to do the following:
• Begin with who you are, what you know and whom you know and begin DOING the
doable with as little resources invested as possible
• In particular, begin interacting with a wide variety of potential stakeholders and
negotiating actual commitments
• Let the actual commitments reshape the specific goals of the venture
• Repeat the process until the chain of stakeholders and commitments converges to a
viable new venture
The former is called causal or predictive, since it depends on accurate predictions and
clear goals. The latter is effectual or non-predictive and it is extremely stakeholder-dependent
and means-driven. It is very tempting to jump to the conclusion that the latter is the better way
since it is overwhelmingly preferred by expert entrepreneurs. But it might be more useful to
think through the pros and cons of each for the performance of new ventures.
UVA-ENT
-2-
Causal/Effectual Logic and Success/Failure Factors
Both causal and effectual approaches require the entrepreneur to understand basic
business skills such as sensible accounting practices, legal issues in the environment in which the
business operates and the daily mechanics of financial and people management. Both also
require the entrepreneurial team to execute well on the commitments made by the new venture.
Yet the primary drivers of enduring performance are different in each case.
In causal logic,
• Analysis precedes action
• Time and/or other resources are invested in upfront information gathering
• Accuracy of prediction and clarity of goals drive the resource-acquisition process
• Here the key is to bring the right people on board who can deliver on the pre-selected
targets
• Control over outcomes is achieved by being one step ahead of the trends and the
competition
• Risk management involves the careful avoidance of failure at all costs
In effectual logic, in contrast,
• Action and interaction with others precede and drive the entire process
• Creative energies are focused on building the venture with virtually no resources invested
– each stakeholder invests only what he or she can afford to or is willing to lose
• Unpredictability itself is seen as a resource – hence the emphasis on non-predictive
strategies
• Who comes on board determines the goals and shape of the new venture and its market
• Control is achieved by doing the doable and continually transforming current realities
into new and unforeseen possibilities
• Risk management involves keeping failures small and having them happen early, and
then building upon them for future success.
Venture capitalists usually insist on a causal logic for building new ventures. Examples
and advice abound on this topic. Among the potential factors leading to failure, venture
capitalists usually include (Items taken from Venture Capitalist Frederick Beste’s talks):
• Inadequate Pricing
• Insufficient start-up capital
• Failure to look at industry norms
• Lack of focus
• Inadequate market research
• Failure to segment market
And in pointing out the characteristics of successful entrepreneurs, they usually list:
• They have a sound knowledge of their marketplace
• They have a sound knowledge of their competition
• They plan and they execute their plans
UVA-ENT
-3-
Serial/expert entrepreneurs, in contrast, overwhelmingly prefer an effectual logic in the
early stages of new venture creation. They are more likely to list the following lessons learned
(Items taken from Inc Magazine article on serial entrepreneurship):
• What You Learn From Company No. 1: When and How to Leave
• What You Learn From Owning More Than One Company: Don't Fall in Love
With the Product
• What You Learn by the Third Company: How to Leverage Your Resources
Creatively
• What You Learn by the Fourth or Fifth Company: It's Okay to Fail
Expert Entrepreneurs on Failing
In this regard, it is illuminating to look at what expert entrepreneurs say about failing and
not trying to predict and plan in the new venture creation process. Here are a few exemplar
quotes:
If you’re about to start your own business, you’ve got to have a passion for whatever it is
that you want to do. We can’t teach passion; we can teach everything else. If you have
passion and you do your homework, don’t let fear of failure stop you from going into a
new business. Fear of failure is the number one reason people don’t go ahead in starting a
business. They’re just afraid to pull the trigger. They start analyzing what the fear means.
There’s the fear that the business won’t succeed and the fear that their ego will be
damaged. At least in your head, you’ve got to separate the two fears. Many people won’t
do things, like a sales call, because they’re afraid they’ll be turned down. Ego shouldn’t
be a concern. Every rejection is a learning experience. You deal with the fear of a
business failing by doing all those things I spoke about to manage risk. There is risk in
everything in life. Don’t let fear of failure keep you from moving ahead.
-- Robert Reiss, Founder of R&R
…. part of creating an entrepreneurial culture is to celebrate failure. It’s very hard
to be an entrepreneur inside a company if you feel you’re going to get crucified for
failing, because there’s risk in being an entrepreneur. If you’ve tried ten things, five will
fail. Besides, if you wait too long so that you can do enough research to be sure an idea
will work, you’re probably going to be too late. So you’ve got to create an environment
where people know it’s okay to fail and, that way, they’ll try a lot more. They’ll think
outside the box. They’re willing to think differently because they know that if it doesn’t
work, they won’t be scorched and they’ll still have a career.
At times, like when we’ve closed out a business, we’ve had something like a
celebration of what we’ve learned. We celebrate what we now know that we did not
know before because it will help us make much better decisions in the future. We
celebrate those people who fail and everyone around them knows that they produced
value. It wasn’t the value we intended, but it’s okay as long as we learn from it.
UVA-ENT
-4-
In one of the businesses we launched last December, the marketing person was
someone who had failed on her prior assignment. She had worked on a project where we
were trying to set up a business for lending to small businesses on a very low-tech basis.
We developed, launched, and got ten financial institutions to back it, but we couldn’t get
the volume to make the business fly. But then last December, working out of our Boston
office, which is one of our most entrepreneurial operations, the same person and her team
succeeded at launching a whole new business called QuickBase. It’s a revolutionary
product and is off to a huge start.
-- Scott Cook, Founder of Intuit
I can tell you, without the ability to prepare for the unexpected… …There
wouldn't be an eBay today. The key is recognizing that no matter how convinced you are
in the power of your own ideas… …Sometimes, ideas have ideas of their own. That's
certainly true in terms of system design. Almost every industry analyst and business
reporter I talk to observes that eBay's strength is that its system is self-sustaining -- able
to adapt to user needs, without any heavy intervention from a central authority of some
sort. So people often say to me - "When you built the system, you must have known that
making it self-sustainable was the only way eBay could grow to serve 40 million users a
day."
Well… nope. I made the system self-sustaining for one reason: Back when I
launched eBay on Labor Day 1995, eBay wasn't my business - it was my hobby. I had to
build a system that was self-sustaining… …Because I had a real job to go to every
morning. I was working as a software engineer from 10 to 7, and I wanted to have a life
on the weekends. So I built a system that could keep working - catching complaints and
capturing feedback -- even when Pam and I were out mountain-biking, and the only one
home was our cat . If I had had a blank check from a big VC, and a big staff running
around - things might have gone much worse. I would have probably put together a very
complex, elaborate system - something that justified all the investment. But because I had
to operate on a tight budget - tight in terms of money and tight in terms of time -
necessity focused me on simplicity: So I built a system simple enough to sustain itself.
By building a simple system, with just a few guiding principles, eBay was open to
organic growth - it could achieve a certain degree of self-organization.
So I guess what I'm trying to tell you is: Whatever future you're building… Don't
try to program everything. 5 Year Plans never worked for the Soviet Union - in fact, if
anything, central planning contributed to its fall. Chances are, central planning won't
work any better for any of us.
-- Pierre Omidyar, Founder of eBay
Causal/Effectual Logic: Key Relationships to New Venture Performance
So, how can we begin to think about the pros and cons of causal and effectual logics in
starting new ventures?
One way is to consider the fact that there are stage effects in the relationship between
action logic and venture performance. For example, whereas it may make better sense to use an
UVA-ENT
-5-
effectual logic earlier in the startup of the new venture, it might be necessary to move to a more
causal perspective as the venture comes into being and the new market gets opened up. Expert
entrepreneurs do use rules of thumb to decide when this inflexion point happens. For example,
they mention the following:
When I walk into the building and cannot greet every employee by name, I know it is
time to bring in the MBAs.
OR
When I reach $30 M in sales or the venture grows to a hundred employees, I start looking
for a good COO so I can hand over the company to him or her and focus on new business
units or quit and start the next venture.
Life histories of venture-capital-backed firms provide strong evidence for this. When a
firm obtains venture capital funding there is a 50% chance that the founding CEO is fired by the
VC and replaced by a more “causal” CEO who can make plans and deliver on predetermined
goals. We can depict this changing relationship between the type of logic used in building the
venture and the lifecycles of firms and entrepreneurs through the following graphic:
Figure 1: Relationship between causal/effectual logic and the life-cycle of firms and
entrepreneurs
There are five relationships depicted in Figure 1:
Causal
Effectual
TIME AND EXPERIENCE
R5a & b
Expert entrepreneurs do
not always manage to
bridge this gap
Expert
Entrepreneur
Startup
Firm
Large
Firm
Novice
Entrepreneur
R
e
s
o
u
r
c
e
s
Low
High
LOGIC
R1 & 2:
Expert entrepreneurs
converge to effectual logic
R3:
Moderating effect
of resources
R4:
Shift in logic
necessitated by
firm growth
Causal
Effectual
TIME AND EXPERIENCE
R5a & b
Expert entrepreneurs do
not always manage to
bridge this gap
Expert
Entrepreneur
Startup
Firm
Large
Firm
Novice
Entrepreneur
R
e
s
o
u
r
c
e
s
Low
High
LOGIC
R1 & 2:
Expert entrepreneurs
converge to effectual logic
R3:
Moderating effect
of resources
R4:
Shift in logic
necessitated by
firm growth
UVA-ENT
-6-
Relationship 1: Although novice entrepreneurs may vary in their use of causal and effectual
logics, their preferences for effectuation in the early stages of new ventures
will increase as they become experts.
Relationship 2: Furthermore, both highly causal and highly effectual novices learn to balance
causal and effectual approaches during the growth phase of new ventures,
before developing a clear preference for highly effectual strategies as their
expertise grows.
Relationship 3: The more resources available to novices, the more causal their actions are
likely to be. In the case of expert entrepreneurs, availability of resources will
not affect their use of highly effectual action.
Relationship 4: Successful firms are more likely to have begun through an effectual logic and
grown through causal approaches as they expand and endure over time.
Relationship 5a: Only a small subset of experienced entrepreneurs will successfully make the
transition from an entrepreneurial firm to a large corporation.
Relationship 5b: Only a small subset of enduring firms will continue to be run by their
founders.
Furthermore, it might be useful to separate out the probability of failure of new ventures from
their costs of failure, which in turn can be related to causal and effectual logics as follows:
Figure 2: Relationship between causal/effectual logic and resources invested
Investment based on
Affordable Loss
Low
High
Investment Levels / Failure Costs
Timeline
Control Gap:
Use of
Effectual logic
External Shock
Investment based on
Expected Return
Prediction Gap:
Investments
in accuracy
Investment based on
Expected Return
Actual investment
required (Ex-post)
Investment based on
Affordable Loss
Low
High
Investment Levels / Failure Costs
Timeline
Control Gap:
Use of
Effectual logic
External Shock
Investment based on
Expected Return
Prediction Gap:
Investments
in accuracy
Investment based on
Expected Return
Actual investment
required (Ex-post)
UVA-ENT
-7-
Let us now look more closely at the relationship between the use of an effectual logic and
the use of resources in the entrepreneurial firm. The essence of effectuation is the use of non-
predictive strategies including the affordable loss principle. In contrast, a causal approach
involves calculating the levels of investment required to achieve certain levels of expected return
and predicating actual plans and implementation on those calculations.
In Figure 2, this causal approach is represented as the attempt to predict the shape of the
curve showing the actual investment required (AI). As a broad generalization, we can use the S-
shaped curve from the marketing literature on the diffusion of new products. The argument here
is that actual investment has to be some function of how the firm’s products get adopted in its
market; hence, all other things being equal, the AI curve would look somewhat like the diffusion
curve. Of course, all predictions are subject to Type I and Type II errors. So the predicted
investment (PI) curve for a causal approach can either overshoot or underestimate the AI curve.
This is represented as the prediction gap in Figure 2.
The effectual entrepreneur, however, does not try to predict the AI curve. Instead, she
invests only what she and her stakeholders can afford to lose. Therefore the level of affordable
loss grows as the firm grows. Hence, the level of investment in the effectual firm is a linear
function of time. But this level of investment is unlikely to allow the venture to achieve its
potential. The effectual entrepreneur, therefore, faces a control gap – and she and her
stakeholders need to make up this gap in investment required through non-predictive strategies
that provide direct control of means and outcomes in the new market.
In other words, when a causal logic is used in building a firm, the level of performance
the firm achieves is directly proportional to the predictability of the market for the firm’s
products and services. And when an effectual logic is used in building a firm, the level of
performance the firm achieves is inversely proportional to the predictability of its market and
directly proportional to the number and quality of its alliances.
Furthermore, it is easy to see, given the assumptions of the argument, that at any given
point in time, should failure occur, the effectuator is likely to lose less in terms of investment
than the entrepreneur who invests using a causal logic. The corollary to this, of course, is that
the effectuator may not make adequate investments in time to exploit a really large or extremely
fast-growing opportunity, and therefore may lose out on the upside, either to other stakeholders
or to competitors. But in general, while the causal entrepreneur seeks to find a big market and
then strives to capture a large piece of that big market, the effectual entrepreneur seeks to own
entire or large pieces of small markets that she stitches together into a large market down the
road.
To hear Michael Dell on this point, please check out the video clip on the course website.
doc_895912142.pdf
In this illustration about new venture performance two toolboxes.
UVA-ENT
This technical note was prepared by Saras D. Sarasvathy, associate professor of business administration. It was
written as a basis for class discussion rather than to illustrate effective or ineffective handling of an administrative
situation. Copyright © 2006 by the University of Virginia Darden School Foundation, Charlottesville, VA. All
rights reserved. To order copies, send an e-mail to [email protected]. No part of this publication may be
reproduced, stored in a retrieval system, used in a spreadsheet, or transmitted in any form or by any means—
electronic, mechanical, photocopying, recording, or otherwise—without the permission of the Darden School
Foundation.
NEW VENTURE PERFORMANCE
Two Toolboxes for Starting New Ventures
There are at least two ways of building new ventures. Most textbooks and newspapers
suggest the following way:
• Do market research and competitive analyses to figure out target market segments
• Develop marketing strategies, calculate cost/price margins, and make financial
projections
• Make a business plan, raise resources, hire a team and build your venture.
Expert entrepreneurs, on the other hand, appear to disagree with this approach. They
prefer instead to do the following:
• Begin with who you are, what you know and whom you know and begin DOING the
doable with as little resources invested as possible
• In particular, begin interacting with a wide variety of potential stakeholders and
negotiating actual commitments
• Let the actual commitments reshape the specific goals of the venture
• Repeat the process until the chain of stakeholders and commitments converges to a
viable new venture
The former is called causal or predictive, since it depends on accurate predictions and
clear goals. The latter is effectual or non-predictive and it is extremely stakeholder-dependent
and means-driven. It is very tempting to jump to the conclusion that the latter is the better way
since it is overwhelmingly preferred by expert entrepreneurs. But it might be more useful to
think through the pros and cons of each for the performance of new ventures.
UVA-ENT
-2-
Causal/Effectual Logic and Success/Failure Factors
Both causal and effectual approaches require the entrepreneur to understand basic
business skills such as sensible accounting practices, legal issues in the environment in which the
business operates and the daily mechanics of financial and people management. Both also
require the entrepreneurial team to execute well on the commitments made by the new venture.
Yet the primary drivers of enduring performance are different in each case.
In causal logic,
• Analysis precedes action
• Time and/or other resources are invested in upfront information gathering
• Accuracy of prediction and clarity of goals drive the resource-acquisition process
• Here the key is to bring the right people on board who can deliver on the pre-selected
targets
• Control over outcomes is achieved by being one step ahead of the trends and the
competition
• Risk management involves the careful avoidance of failure at all costs
In effectual logic, in contrast,
• Action and interaction with others precede and drive the entire process
• Creative energies are focused on building the venture with virtually no resources invested
– each stakeholder invests only what he or she can afford to or is willing to lose
• Unpredictability itself is seen as a resource – hence the emphasis on non-predictive
strategies
• Who comes on board determines the goals and shape of the new venture and its market
• Control is achieved by doing the doable and continually transforming current realities
into new and unforeseen possibilities
• Risk management involves keeping failures small and having them happen early, and
then building upon them for future success.
Venture capitalists usually insist on a causal logic for building new ventures. Examples
and advice abound on this topic. Among the potential factors leading to failure, venture
capitalists usually include (Items taken from Venture Capitalist Frederick Beste’s talks):
• Inadequate Pricing
• Insufficient start-up capital
• Failure to look at industry norms
• Lack of focus
• Inadequate market research
• Failure to segment market
And in pointing out the characteristics of successful entrepreneurs, they usually list:
• They have a sound knowledge of their marketplace
• They have a sound knowledge of their competition
• They plan and they execute their plans
UVA-ENT
-3-
Serial/expert entrepreneurs, in contrast, overwhelmingly prefer an effectual logic in the
early stages of new venture creation. They are more likely to list the following lessons learned
(Items taken from Inc Magazine article on serial entrepreneurship):
• What You Learn From Company No. 1: When and How to Leave
• What You Learn From Owning More Than One Company: Don't Fall in Love
With the Product
• What You Learn by the Third Company: How to Leverage Your Resources
Creatively
• What You Learn by the Fourth or Fifth Company: It's Okay to Fail
Expert Entrepreneurs on Failing
In this regard, it is illuminating to look at what expert entrepreneurs say about failing and
not trying to predict and plan in the new venture creation process. Here are a few exemplar
quotes:
If you’re about to start your own business, you’ve got to have a passion for whatever it is
that you want to do. We can’t teach passion; we can teach everything else. If you have
passion and you do your homework, don’t let fear of failure stop you from going into a
new business. Fear of failure is the number one reason people don’t go ahead in starting a
business. They’re just afraid to pull the trigger. They start analyzing what the fear means.
There’s the fear that the business won’t succeed and the fear that their ego will be
damaged. At least in your head, you’ve got to separate the two fears. Many people won’t
do things, like a sales call, because they’re afraid they’ll be turned down. Ego shouldn’t
be a concern. Every rejection is a learning experience. You deal with the fear of a
business failing by doing all those things I spoke about to manage risk. There is risk in
everything in life. Don’t let fear of failure keep you from moving ahead.
-- Robert Reiss, Founder of R&R
…. part of creating an entrepreneurial culture is to celebrate failure. It’s very hard
to be an entrepreneur inside a company if you feel you’re going to get crucified for
failing, because there’s risk in being an entrepreneur. If you’ve tried ten things, five will
fail. Besides, if you wait too long so that you can do enough research to be sure an idea
will work, you’re probably going to be too late. So you’ve got to create an environment
where people know it’s okay to fail and, that way, they’ll try a lot more. They’ll think
outside the box. They’re willing to think differently because they know that if it doesn’t
work, they won’t be scorched and they’ll still have a career.
At times, like when we’ve closed out a business, we’ve had something like a
celebration of what we’ve learned. We celebrate what we now know that we did not
know before because it will help us make much better decisions in the future. We
celebrate those people who fail and everyone around them knows that they produced
value. It wasn’t the value we intended, but it’s okay as long as we learn from it.
UVA-ENT
-4-
In one of the businesses we launched last December, the marketing person was
someone who had failed on her prior assignment. She had worked on a project where we
were trying to set up a business for lending to small businesses on a very low-tech basis.
We developed, launched, and got ten financial institutions to back it, but we couldn’t get
the volume to make the business fly. But then last December, working out of our Boston
office, which is one of our most entrepreneurial operations, the same person and her team
succeeded at launching a whole new business called QuickBase. It’s a revolutionary
product and is off to a huge start.
-- Scott Cook, Founder of Intuit
I can tell you, without the ability to prepare for the unexpected… …There
wouldn't be an eBay today. The key is recognizing that no matter how convinced you are
in the power of your own ideas… …Sometimes, ideas have ideas of their own. That's
certainly true in terms of system design. Almost every industry analyst and business
reporter I talk to observes that eBay's strength is that its system is self-sustaining -- able
to adapt to user needs, without any heavy intervention from a central authority of some
sort. So people often say to me - "When you built the system, you must have known that
making it self-sustainable was the only way eBay could grow to serve 40 million users a
day."
Well… nope. I made the system self-sustaining for one reason: Back when I
launched eBay on Labor Day 1995, eBay wasn't my business - it was my hobby. I had to
build a system that was self-sustaining… …Because I had a real job to go to every
morning. I was working as a software engineer from 10 to 7, and I wanted to have a life
on the weekends. So I built a system that could keep working - catching complaints and
capturing feedback -- even when Pam and I were out mountain-biking, and the only one
home was our cat . If I had had a blank check from a big VC, and a big staff running
around - things might have gone much worse. I would have probably put together a very
complex, elaborate system - something that justified all the investment. But because I had
to operate on a tight budget - tight in terms of money and tight in terms of time -
necessity focused me on simplicity: So I built a system simple enough to sustain itself.
By building a simple system, with just a few guiding principles, eBay was open to
organic growth - it could achieve a certain degree of self-organization.
So I guess what I'm trying to tell you is: Whatever future you're building… Don't
try to program everything. 5 Year Plans never worked for the Soviet Union - in fact, if
anything, central planning contributed to its fall. Chances are, central planning won't
work any better for any of us.
-- Pierre Omidyar, Founder of eBay
Causal/Effectual Logic: Key Relationships to New Venture Performance
So, how can we begin to think about the pros and cons of causal and effectual logics in
starting new ventures?
One way is to consider the fact that there are stage effects in the relationship between
action logic and venture performance. For example, whereas it may make better sense to use an
UVA-ENT
-5-
effectual logic earlier in the startup of the new venture, it might be necessary to move to a more
causal perspective as the venture comes into being and the new market gets opened up. Expert
entrepreneurs do use rules of thumb to decide when this inflexion point happens. For example,
they mention the following:
When I walk into the building and cannot greet every employee by name, I know it is
time to bring in the MBAs.
OR
When I reach $30 M in sales or the venture grows to a hundred employees, I start looking
for a good COO so I can hand over the company to him or her and focus on new business
units or quit and start the next venture.
Life histories of venture-capital-backed firms provide strong evidence for this. When a
firm obtains venture capital funding there is a 50% chance that the founding CEO is fired by the
VC and replaced by a more “causal” CEO who can make plans and deliver on predetermined
goals. We can depict this changing relationship between the type of logic used in building the
venture and the lifecycles of firms and entrepreneurs through the following graphic:
Figure 1: Relationship between causal/effectual logic and the life-cycle of firms and
entrepreneurs
There are five relationships depicted in Figure 1:
Causal
Effectual
TIME AND EXPERIENCE
R5a & b
Expert entrepreneurs do
not always manage to
bridge this gap
Expert
Entrepreneur
Startup
Firm
Large
Firm
Novice
Entrepreneur
R
e
s
o
u
r
c
e
s
Low
High
LOGIC
R1 & 2:
Expert entrepreneurs
converge to effectual logic
R3:
Moderating effect
of resources
R4:
Shift in logic
necessitated by
firm growth
Causal
Effectual
TIME AND EXPERIENCE
R5a & b
Expert entrepreneurs do
not always manage to
bridge this gap
Expert
Entrepreneur
Startup
Firm
Large
Firm
Novice
Entrepreneur
R
e
s
o
u
r
c
e
s
Low
High
LOGIC
R1 & 2:
Expert entrepreneurs
converge to effectual logic
R3:
Moderating effect
of resources
R4:
Shift in logic
necessitated by
firm growth
UVA-ENT
-6-
Relationship 1: Although novice entrepreneurs may vary in their use of causal and effectual
logics, their preferences for effectuation in the early stages of new ventures
will increase as they become experts.
Relationship 2: Furthermore, both highly causal and highly effectual novices learn to balance
causal and effectual approaches during the growth phase of new ventures,
before developing a clear preference for highly effectual strategies as their
expertise grows.
Relationship 3: The more resources available to novices, the more causal their actions are
likely to be. In the case of expert entrepreneurs, availability of resources will
not affect their use of highly effectual action.
Relationship 4: Successful firms are more likely to have begun through an effectual logic and
grown through causal approaches as they expand and endure over time.
Relationship 5a: Only a small subset of experienced entrepreneurs will successfully make the
transition from an entrepreneurial firm to a large corporation.
Relationship 5b: Only a small subset of enduring firms will continue to be run by their
founders.
Furthermore, it might be useful to separate out the probability of failure of new ventures from
their costs of failure, which in turn can be related to causal and effectual logics as follows:
Figure 2: Relationship between causal/effectual logic and resources invested
Investment based on
Affordable Loss
Low
High
Investment Levels / Failure Costs
Timeline
Control Gap:
Use of
Effectual logic
External Shock
Investment based on
Expected Return
Prediction Gap:
Investments
in accuracy
Investment based on
Expected Return
Actual investment
required (Ex-post)
Investment based on
Affordable Loss
Low
High
Investment Levels / Failure Costs
Timeline
Control Gap:
Use of
Effectual logic
External Shock
Investment based on
Expected Return
Prediction Gap:
Investments
in accuracy
Investment based on
Expected Return
Actual investment
required (Ex-post)
UVA-ENT
-7-
Let us now look more closely at the relationship between the use of an effectual logic and
the use of resources in the entrepreneurial firm. The essence of effectuation is the use of non-
predictive strategies including the affordable loss principle. In contrast, a causal approach
involves calculating the levels of investment required to achieve certain levels of expected return
and predicating actual plans and implementation on those calculations.
In Figure 2, this causal approach is represented as the attempt to predict the shape of the
curve showing the actual investment required (AI). As a broad generalization, we can use the S-
shaped curve from the marketing literature on the diffusion of new products. The argument here
is that actual investment has to be some function of how the firm’s products get adopted in its
market; hence, all other things being equal, the AI curve would look somewhat like the diffusion
curve. Of course, all predictions are subject to Type I and Type II errors. So the predicted
investment (PI) curve for a causal approach can either overshoot or underestimate the AI curve.
This is represented as the prediction gap in Figure 2.
The effectual entrepreneur, however, does not try to predict the AI curve. Instead, she
invests only what she and her stakeholders can afford to lose. Therefore the level of affordable
loss grows as the firm grows. Hence, the level of investment in the effectual firm is a linear
function of time. But this level of investment is unlikely to allow the venture to achieve its
potential. The effectual entrepreneur, therefore, faces a control gap – and she and her
stakeholders need to make up this gap in investment required through non-predictive strategies
that provide direct control of means and outcomes in the new market.
In other words, when a causal logic is used in building a firm, the level of performance
the firm achieves is directly proportional to the predictability of the market for the firm’s
products and services. And when an effectual logic is used in building a firm, the level of
performance the firm achieves is inversely proportional to the predictability of its market and
directly proportional to the number and quality of its alliances.
Furthermore, it is easy to see, given the assumptions of the argument, that at any given
point in time, should failure occur, the effectuator is likely to lose less in terms of investment
than the entrepreneur who invests using a causal logic. The corollary to this, of course, is that
the effectuator may not make adequate investments in time to exploit a really large or extremely
fast-growing opportunity, and therefore may lose out on the upside, either to other stakeholders
or to competitors. But in general, while the causal entrepreneur seeks to find a big market and
then strives to capture a large piece of that big market, the effectual entrepreneur seeks to own
entire or large pieces of small markets that she stitches together into a large market down the
road.
To hear Michael Dell on this point, please check out the video clip on the course website.
doc_895912142.pdf