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15.980J/ESD.933J Spring 2007 Technology Transfer April 5, 2007

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Page 1: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Technology Transfer

April 5, 2007

Page 2: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

But first…

Let’s deal with Brainstorming…

Page 3: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Creativity

Groups vs. Individuals

Page 4: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Groups vs. Individuals

• The basic question:– Are groups generally (on average) more

creative than individuals?

Page 5: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Two Conclusions

• There have been many studies in which groups and individuals are compared on their ability to produce creative ideas and they all agree on the following two conclusions:

• 1. Groups produce more creative ideas than individuals do.

• 2. Groups produce more creative ideas than individuals do.

Page 6: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Two Conclusions

• Groups produce more creative ideas than individuals do.

• Groups produce more creative ideas than individuals do.

Page 7: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Normalizing for the Number of People

• Groups produce more creative ideas than individuals do.

• Groups produce more creative ideas than individuals do.

Individuals

Individuals

Groups

Groups

Page 8: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

The Nature of a Creative Idea

• A creative idea is very similar to another kind of idea………..?

• Therefore it is not very viable at birth.– It is easily squelched.

• The originator very often has not developed sufficient faith in the idea.

• A group, therefore, can be a hostile environment to introduce a creative idea into.

Page 9: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Brainstorming

• Osborne (Creative Imagination)• Let your mind wander widely.• Reserve criticism.• Screen ideas at a later time.• Does it work?

Page 10: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Creativity of Groups and Individuals

0

40

80

120

160

200

0 2 4 6 8 10

Group Size or Number of Individuals

Num

ber o

f Ide

asIndividualsGroupsLinear (Groups)Linear (Individuals)

Page 11: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Creativity of Groups and Individuals

0

20

40

60

80

0 2 4 6 8 10

Group Size or Number of Individuals

Num

ber o

f Ide

asIndividualsGroupsLinear (Groups)Linear (Individuals)

Page 12: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Creativity of Groups and Individuals

0100200300

400500600

0 2 4 6 8 10

Group Size or Number of Individuals

Num

ber o

f Ide

asIndividualsGroupsLinear (Groups)Linear (Individuals)

From Bouchard, et. al.)

Page 13: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Some Research Evidence

Sources of Ideas in Product Development

Page 14: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

The Context of the Study

X XX

XX

Project Team

Organization

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15.980J/ESD.933JSpring 2007

Sources of Technology

X XX

XX

Internal Staff

Outside Experts

Literature

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15.980J/ESD.933JSpring 2007

Literature & Documentation

X XX

XX

Internal Staff

Outside Experts

Literature

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15.980J/ESD.933JSpring 2007

Literature & Documentation

X XX

XX

Internal Staff

Outside Experts

Literature18%

4%

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15.980J/ESD.933JSpring 2007

Personal Contact

• Most of the information came through personal contact.– Where are the majority of these people?

• Inside or outside of the organization?

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15.980J/ESD.933JSpring 2007

People as Sources of Technology

X XX

XX

Internal Staff

Outside Experts

Literature

2X

1X

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15.980J/ESD.933JSpring 2007

Technology Sources for Product Development Projects

People Outside

People Inside

All Written Material

0 10 20 30 40 50 60

Proportion of Messages

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15.980J/ESD.933JSpring 2007

Performance

• But what about performance?– Where did the better ideas originate?

• Inside or outside?

• How can we measure performance?– Is it difficult?

• Why?

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15.980J/ESD.933JSpring 2007

'Twin' Projects

X XX

XX

X XX

XX

Company 'A' Company 'B'

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People as Sources of Technology

X XX

XX

Internal Staff

Outside Experts

Literature

Good

Poor

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15.980J/ESD.933JSpring 2007

Customer Evaluation of Solutions as a Function of Idea Source

HighLow

Internal

External

Source of Idea

00.10.20.30.40.50.60.7

Prop

ortio

n

00.10.20.30.40.50.60.7

Prop

ortio

n

Evaluation of Solution

Page 25: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Customer Evaluation of Solutions as a Function of Idea Source

0.10.1 0.20.2 0.30.3 0.40.4 0.50.5 0.60.6 0.70.7

Proportion of IdeasReceiving High Evaluation

Proportion of IdeasReceiving Low Evaluation

External

Internal

High

High

Low

Origin of Idea

Low

Figure by MIT OCW.

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15.980J/ESD.933JSpring 2007

What have we learned?

• So far, no answers but three questions.– Why don’t those outside the organizations

supply better ideas?– Why aren’t those inside the organization

consulted more?– How do the ‘internal consultants’ acquire

their information?

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15.980J/ESD.933JSpring 2007

'Boundary Impedance' of the Organization

X XX

XX

Internal Staff

Outside Experts

Literature

Negative

Page 28: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Science and Technology

• Science is Universal.

• Technology is Local.

Page 29: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

Technology

• Technology is defined in terms of:– The Business Goals– The Marketing Strategy

• and most importantly,– The Culture – of the organization in which it is developed.

• Technical problems are thus defined in terms of that culture and its system of values.

Page 30: Technology Transfer - MIT OpenCourseWare · 2019-08-15 · principal barrier to technology transfer. • Barriers of this sort arise any time that we try to transfer knowledge across

15.980J/ESD.933JSpring 2007

The Local Nature of Technology• This implies that:• Anyone outside of the organization cannot fully

understand the way that those within the organization define technical problems without understanding the organization's culture.

• This difficulty in understanding the problem is the principal barrier to technology transfer.

• Barriers of this sort arise any time that we try to transfer knowledge across organizational boundaries.

• It thus holds true for internal communication as well as communication with other organizations.

• It is one of the causes of poor interfunctional relations in organizations.

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15.980J/ESD.933JSpring 2007

Internal Problems

• There are boundaries inside the organization that can cause as much difficulty (sometimes more) as the external boundary:– Product Development Marketing.– Product Development Manufacturing

Engineering.– Etc.

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15.980J/ESD.933JSpring 2007

More Continuing Relations

N1 N2

A B

Potential Contacts

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Referrals

N1 N2

A BReferrals