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Chapter 3
TYPES AND PATTERNS OF INNOVATION
Strategic Management of
Technological Innovation
Melissa Schilling
Types & Patterns of Innovation 2
โ€ข Honda had an established record of developing
environmentally-friendly cars and manufacturing
processes.
โ€ข Introduced its first hybrid electric vehicle (HEV) in Japan
in 1997.
โ€“ HEVs have increased fuel efficiency and decreased emissions
โ€“ HEVs do not have to be plugged into an electrical outlet
โ€ข Honda chose a different hybrid engine design than
Toyota.
โ€“ Honda chose not to collaborate or license its technology to
others โ€“ wanted to maintain its independence.
โ€ข Toyota, which engaged in both collaboration and
licensing, sold almost three times as many HEVs.
โ€ข Honda was also developing fuel-cell vehicles at the same
time, though they would take much longer to
commercialize.
Honda and Hybrid Electric Vehicles
Types & Patterns of Innovation 3
Discussion Questions:
1. Are hybrid electrical vehicles a radical innovation or an
incremental innovation? Are they competence enhancing or
competence destroying, and from whose perspective? How
would you answer these questions for fuel-cell vehicles?
2. What factors do you think will influence the rate at which
hybrid electric vehicles are adopted by consumers?
3. What would be the advantages or disadvantages of Honda
and Toyota using the same engine standard?
4. Is Hondaโ€™s strategy of producing a different engine standard
than Toyota and not collaborating or licensing to other
automakers a good one? What would you recommend?
5. Why do you think Honda simultaneously developed both
hybrid vehicles and fuel-cell vehicles?
Honda and Hybrid Electric Vehicles
Types & Patterns of Innovation 4
Ericssonโ€™s Gamble on 3G Wireless
โ€ข Ericsson, founded as a telegraph repair shop in
1876; by end of 2002 was the largest supplier of
mobile telecommunications systems in the world.
โ€ข First generation of cell phones had been analog.
Second generation (2G) was digital. By end of
1990s, sales of 2G phones were beginning to
decline.
โ€ข Telecom leaders began to set their sights on 3G
phones that would utilize broadband channels,
enabling videoconferencing and high-speed web
surfing.
โ€ข In late 1990s, Ericsson began focusing on 3G
systems, and put less effort on developing and
promoting its 2G systems.
Types & Patterns of Innovation 5
Ericssonโ€™s Gamble on 3G Wireless
โ€ข Ericsson experienced a significant erosion in
profits
โ€“In 2001, lost more than $2 billion; ROA went from
8.4% to -8.5%
โ€ข Transition to 3G turned out to be more complex
than expected
โ€“Pace of rollout slowed by lack of affordable 3G
handsets and competing 3G network standards
โ€“Billions of euros spend on upgrading networks and
purchasing licenses from government auctions
โ€“Companies now very deep in debt which caused
loss of investor support
โ€“Users did not value 3G features as much as hoped
Types & Patterns of Innovation 6
Overview
โ€ข Several dimensions are used to categorize
innovations.
โ€“These dimensions help clarify how different
innovations offer different opportunities (and pose
different demands) on producers, users, and
regulators.
โ€ข The path a technology follows through time is
termed its technology trajectory.
โ€“Many consistent patterns have been observed in
technology trajectories, helping us understand how
technologies improve and are diffused.
Types & Patterns of Innovation 7
Types of Innovation
โ€ขProduct vs Process Innovation
โ€“ Product innovations are embodied in the outputs of an
organization โ€“ its goods or services.
โ€ข Ericssonโ€™s development of 3G wireless networks and
network services
โ€“ Process innovations are innovations in the way an
organization conducts its business, such as in techniques
of producing or marketing goods or services.
โ€ข Improving the effectiveness or efficiency of production โ€“
reducing defect rates, increasing quantity produced in a
given time
โ€“ Product innovations can enable process innovations and
vice versa.
Types & Patterns of Innovation 8
Product vs. Process Innovation
โ€ข New processes may enable the production of new products
โ€“ A new metallurgical technique enabled the development of the
bicycle chain which in turn enabled the development of
multiple-gear bicycles
โ€ข New products may enable the development of new
processes
โ€“ The development of advanced workstations enabled the
implementation of computer-aided-manufacturing processes
that increase the speed and efficiency of production
โ€ข What is a product innovation for one organization might be
a process innovation for another
โ€“ UPS created a new distribution service (product innovation)
that enables its customers to distribute their goods more
widely or more easily (process innovation)
Types & Patterns of Innovation 9
Types of Innovation
โ€ขRadical vs Incremental Innovation
โ€“The radicalness of an innovation is the degree to
which it is new and different from previously existing
products and processes.
โ€ข Radicalness is also defined in terms of risk
โ€“ 3G wireless technology required
โ€ข Investment in new networking equipment and
infrastructure
โ€ข Development of new phones greater display and
memeory capabilities as well as a stronger battery
and/or better power utilization
โ€ข Degree of user acceptance of the technology was
unknown
Types & Patterns of Innovation 10
Types of Innovation
โ€ขRadical vs Incremental Innovation
โ€“Incremental innovations may involve only a minor
change from (or adjustment to) existing practices.
โ€“The radicalness of an innovation is relative; it may
change over time or with respect to different
observers.
โ€ข digital photography a more radical innovation for Kodak
(chemical photography expertise) than for Sony
(electronics expertise).
Types & Patterns of Innovation 11
Types of Innovation
โ€ขCompetence-Enhancing vs
Competence-Destroying Innovation
โ€“ Competence-enhancing innovations build on the firmโ€™s
existing knowledge base
โ€ข Intelโ€™s Pentium 4 built on the technology for Pentium III.
โ€“ Competence-destroying innovations renders a firmโ€™s
existing competencies obsolete.
โ€ข Electronic calculators rendered Keuffel & Esserโ€™s slide rule
expertise obsolete.
โ€ข HP and TI thrived as they had existing competencies in the
electronic components needed in electronic calculators.
โ€“ Whether an innovation is competence enhancing or
competence destroying depends on the perspective of a
particular firm.
Types & Patterns of Innovation 12
Types of Innovation
โ€ขArchitectural vs Component Innovation
โ€“ A component innovation (or modular innovation) entails
changes to one or more components of a product system
without significantly affecting the overall design.
โ€ข adding gel-filled material to a bicycle seat
โ€“ An architectural innovation entails changing the overall
design of the system or the way components interact.
โ€ข transition from high-wheel bicycle to safety bicycle.
โ€“ In the 1800s, the front wheel of a bicycle has a very large circumference in
order to provide speed; gears did not exist yet
โ€“ When gears and chains were invented, the bicycle took on a whole new
design
โ€“ Most architectural innovations require changes in the
underlying components also.
Types & Patterns of Innovation 13
The High Wheel Bicycle
โ€ข In 1870 the first all metal machine appeared. The pedals
were still attached directly to the front wheel. Solid rubber
tires and the long spokes of the large front wheel provided a
much smoother ride than its predecessor.
โ€“ The front wheels became larger and larger as makers
realized that the larger the wheel, the farther you could
travel with one rotation of the pedals.
โ€ข Safety issue: because the rider sat so high above the center
of gravity, if the front wheel was stopped by a stone or rut
in the road, the entire apparatus rotated forward on its front
axle, and the rider was dropped unceremoniously on his
head.
Types & Patterns of Innovation 14
The Hard-Tired Safety
โ€ข Improvements in the metals used in the bicycle, enabled
the manufacturing of small chains and sprockets and were
light enough for a human being to power.
โ€ข The design with two wheels of the same size returned,
with speed provided through the use of gears instead of
large wheels.
โ€ข They were safer than the high-wheelers but lacked the
long, shock-absorbing spokes of the high-wheelers.
โ€“ Buyers had to choose between safety and comfort until,
a few years later, when Dr. Dunlop developed the
pneumatic tire for his childโ€™s bike.
Types & Patterns of Innovation 15
Technology S-Curves
โ€ข Both the rate of a technologyโ€™s improvement, and its rate of
diffusion to the market typically follow an s-shaped curve.
โ€ข Plot technologyโ€™s performance against the amount of effort
and money invested in the technology
S-curves in Technological Improvement
Technology improves
slowly at first because it is
poorly understood.
Then accelerates as
understanding increases.
Then tapers off as
approaches limits.
Types & Patterns of Innovation 16
Technology S-Curves
โ€ขS-curves in technology performance and
market diffusion are related
โ€“ better performance๏ƒ  faster adoption
โ€“ greater adoption ๏ƒ  further investment in improvements
โ€ขBut they are fundamentally different
processes
โ€ขIf the effort invested is not constant over
time, the resulting s-curve can obscure the
true relationship
Types & Patterns of Innovation 17
Technology S-Curves
โ€ขIn 1985, Gordon Moore, cofounder of Intel,
noted that the density of transistors on
integrated circuits had doubled every year
since the IC was invented
โ€“The rate has since slowed to doubling every
18 months but the rate of acceleration is
still very steep
Types & Patterns of Innovation 18
Improvements in Intel's
Transistor Density Over Time
โ€ข In 1985, Gordon Moore, cofounder of Intel, noted that the density of
transistors on integrated circuits had doubled every year since the IC
was invented
โ€“ The rate has since slowed to doubling every 18 months but the
rate of acceleration is still very steep
Types & Patterns of Innovation 19
Transistor Density versus
Cumulative R&D Expenses
โ€ข However, Intelโ€™s R&D dollars per year has also been
increasing rapidly
โ€“ The big gains in transistor density have come at a big cost in
terms of effort invested
Types & Patterns of Innovation 20
Technology S-Curves
โ€ข Technologies do not always get to reach their limits
โ€“ May be displaced by new, discontinuous technology.
โ€ข A discontinuous technology fulfills a similar market need by
means of an entirely new knowledge base.
โ€“ E.g., switch from carbon copying to photocopying, or vinyl records
to compact discs
โ€ข Technological discontinuity may initially have lower
performance than incumbent technology.
โ€“ E.g., first automobiles were much slower than horse-drawn
carriages.
โ€“ Firms may be reluctant to adopt new technology
because performance improvement is initially slow and
costly, and they may have significant investment in
incumbent technology
Types & Patterns of Innovation 21
Discontinuous Technology
Effort
P
e
r
f
o
r
m
a
n
c
e
Incumbent
technology
New
technology
Effort
P
e
r
f
o
r
m
a
n
c
e
Incumbent
technology
New
technology
Disruptive technology has a steeper s-curve
Disruptive technology has an s-curve that
increases to a higher performance limit
โ€ข If the returns to effort invested in new technology are
much higher than effort invested in the incumbent
technology, in the long-run it is more likely to displace the
incumbent technology
Types & Patterns of Innovation 22
Technology S-Curves
โ€ข S-Curves in Technology Diffusion (spread of
technology through a population)
โ€“ Adoption is initially slow because the technology is
unfamiliar.
โ€“ It accelerates as technology becomes better understood.
โ€“ Eventually market is saturated and rate of new adoptions
declines.
โ€“ Technology diffusion tends to take far longer than
information diffusion.
โ€ข Technology may require acquiring complex knowledge or
experience.
โ€ข Technology may require complementary resources to make it
valuable (e.g., electric lights didnโ€™t become practical until
development of bulbs and vacuum pumps, cameras not
valuable without film).
Types & Patterns of Innovation 23
Technology S-Curves
โ€ข S-curves of diffusion are in part a function of s-
curves in technology improvement
โ€“ Learning curve leads to price drops, which
accelerate diffusion
Types & Patterns of Innovation 24
S-Curves as a Prescriptive Tool
โ€ข Managers can use data on investment and
performance of their own technologies or data on
overall industry investment and technology
performance to map s-curve.
โ€ข While mapping the technologyโ€™s s-curve is useful for
gaining a deeper understanding of its rate of
improvement or limits, its use as a prescriptive tool is
limited.
โ€“True limits of technology may be unknown
โ€“Shape of s-curve can be influenced by changes in the
market, component technologies, or complementary
technologies.
โ€“Firms that follow s-curve model too closely could end
up switching technologies too soon or too late.
Types & Patterns of Innovation 25
S-Curves as a Prescriptive Tool
โ€ข The benefits a company can achieve by switching to a
new technology depends on a number of factors
โ€“ Advantages of the new technology
โ€“ New technologyโ€™s fit with the companyโ€™s current abilities
โ€“ New technologyโ€™s fit with the firmโ€™s position in
complementary resources โ€“ lacks them or may make
compatible products
โ€“ Expected rate of diffusion of the new technology
โ€ข Firms that follow s-curve model too closely could end
up switching technologies too soon or too late.
Types & Patterns of Innovation 26
โ€ข Everett M. Rogers created a typology of adopters:
โ€“ Innovators are the first 2.5% of individuals to adopt an innovation. They
are adventurous, comfortable with a high degree of complexity and
uncertainty, and typically have access to substantial financial resources.
โ€“ Early Adopters are the next 13.5% to adopt the innovation. They are
well integrated into their social system, and have great potential for
opinion leadership. Other potential adopters look to early adopters for
information and advice, thus early adopters make excellent "missionaries"
for new products or processes.
โ€“ Early Majority are the next 34%. They adopt innovations slightly before
the average member of a social system. They are typically not opinion
leaders, but they interact frequently with their peers.
โ€“ Late Majority are the next 34%. They approach innovation with a
skeptical air, and may not adopt the innovation until they feel pressure
from their peers. They may have scarce resources.
โ€“ Laggards are the last 16%. They base their decisions primarily on past
experience and possess almost no opinion leadership. They are highly
skeptical of innovations and innovators, and must feel certain that a new
innovation will not fail prior to adopting it.
Diffusion of Innovation &
Adopter Categories
Types & Patterns of Innovation 27
Diffusion of Innovation &
Adopter Categories
Types & Patterns of Innovation 28
Technology Trajectories
and โ€œSegment Zeroโ€
โ€ข Technologies often improve faster than customer requirements demand
โ€ข This enables low-end technologies to eventually meet the needs of the mass
market. Mass market begins to feel they are paying for features they donโ€™t
need.
โ€ข Thus, if the low-end market is neglected, it can become a breeding ground
for powerful competitors.
- This market was coined โ€œsegment zeroโ€ by Andy Grove, former CEO of Intel
Types & Patterns of Innovation 29
Technology Trajectories
and โ€œSegment Zeroโ€
โ€ข Technologies often improve faster than
โ€“ customer requirements demand and/or
โ€“ customers can learn and adapt them to their work
โ€ข This enables low-end technologies to eventually meet the
needs of the mass market.
โ€ข Thus, if the low-end market is neglected, it can become a
breeding ground for powerful competitors.
โ€“ The โ€œsegment zeroโ€ that Intel focused on was low-end
personal computers
โ€“ Itโ€™s margins were unattractive at the beginning but, as the
technology curve advanced, the needs of the mass market
were met at a lower price than the high-end technology
Types & Patterns of Innovation 30
Technology Cycles
โ€ขTechnological change tends to be cyclical:
โ€“ Each new s-curve ushers in an initial period of turbulence,
followed by rapid improvement, then diminishing returns,
and ultimately is displaced by a new technological
discontinuity.
โ€“ Utterback and Abernathy characterized the technology
cycle into two phases:
โ€ข The fluid phase (when there is considerable uncertainty about
the technology and its market; firms experiment with different
product designs in this phase)
โ€ข After a dominant design emerges (bringing a stable architecture
to the technology), the specific phase begins (when firms focus
on incremental improvements to the design and manufacturing
efficiency).
Types & Patterns of Innovation 31
Technology Cycles
โ€“ Anderson and Tushman also found that technological
change proceeded cyclically.
โ€ข Each discontinuity inaugurates a period of turbulence and uncertainty
(era of ferment) until a dominant design is selected, ushering in an era
of incremental change.
Types & Patterns of Innovation 32
Technology Cycles
โ€“Anderson and Tushman found that:
โ€ข A dominant design always rose to command the majority of
market share unless the next discontinuity arrived too early.
โ€ข The dominant design was never in the same form as the original
discontinuity, but was also not on the leading edge of technology.
It bundled the features that would meet the needs of the majority
of the market.
โ€“ During the era of incremental change, firms often
cease to invest in learning about alternative designs
and instead focus on developing competencies related
to the dominant design.
โ€“ This explains in part why incumbent firms may have
difficulty recognizing and reacting to a discontinuous
technology.
Types & Patterns of Innovation 33
Discussion Questions
1. What are some of the reasons that established firms
might resist the adoption of a new technology?
2. Are well-established firms or new entrants more
likely to a) develop and/or b) adopt new
technologies? What are some reasons for your
choice?
3. Think of an example of an innovation you have
studied at work or school. How would you
characterize it on the dimensions described at the
beginning of the chapter?
4. What are some of the reasons that both technology
improvement and technology diffusion exhibit s-
shaped curves?

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ch 3.ppt

  • 1. Chapter 3 TYPES AND PATTERNS OF INNOVATION Strategic Management of Technological Innovation Melissa Schilling
  • 2. Types & Patterns of Innovation 2 โ€ข Honda had an established record of developing environmentally-friendly cars and manufacturing processes. โ€ข Introduced its first hybrid electric vehicle (HEV) in Japan in 1997. โ€“ HEVs have increased fuel efficiency and decreased emissions โ€“ HEVs do not have to be plugged into an electrical outlet โ€ข Honda chose a different hybrid engine design than Toyota. โ€“ Honda chose not to collaborate or license its technology to others โ€“ wanted to maintain its independence. โ€ข Toyota, which engaged in both collaboration and licensing, sold almost three times as many HEVs. โ€ข Honda was also developing fuel-cell vehicles at the same time, though they would take much longer to commercialize. Honda and Hybrid Electric Vehicles
  • 3. Types & Patterns of Innovation 3 Discussion Questions: 1. Are hybrid electrical vehicles a radical innovation or an incremental innovation? Are they competence enhancing or competence destroying, and from whose perspective? How would you answer these questions for fuel-cell vehicles? 2. What factors do you think will influence the rate at which hybrid electric vehicles are adopted by consumers? 3. What would be the advantages or disadvantages of Honda and Toyota using the same engine standard? 4. Is Hondaโ€™s strategy of producing a different engine standard than Toyota and not collaborating or licensing to other automakers a good one? What would you recommend? 5. Why do you think Honda simultaneously developed both hybrid vehicles and fuel-cell vehicles? Honda and Hybrid Electric Vehicles
  • 4. Types & Patterns of Innovation 4 Ericssonโ€™s Gamble on 3G Wireless โ€ข Ericsson, founded as a telegraph repair shop in 1876; by end of 2002 was the largest supplier of mobile telecommunications systems in the world. โ€ข First generation of cell phones had been analog. Second generation (2G) was digital. By end of 1990s, sales of 2G phones were beginning to decline. โ€ข Telecom leaders began to set their sights on 3G phones that would utilize broadband channels, enabling videoconferencing and high-speed web surfing. โ€ข In late 1990s, Ericsson began focusing on 3G systems, and put less effort on developing and promoting its 2G systems.
  • 5. Types & Patterns of Innovation 5 Ericssonโ€™s Gamble on 3G Wireless โ€ข Ericsson experienced a significant erosion in profits โ€“In 2001, lost more than $2 billion; ROA went from 8.4% to -8.5% โ€ข Transition to 3G turned out to be more complex than expected โ€“Pace of rollout slowed by lack of affordable 3G handsets and competing 3G network standards โ€“Billions of euros spend on upgrading networks and purchasing licenses from government auctions โ€“Companies now very deep in debt which caused loss of investor support โ€“Users did not value 3G features as much as hoped
  • 6. Types & Patterns of Innovation 6 Overview โ€ข Several dimensions are used to categorize innovations. โ€“These dimensions help clarify how different innovations offer different opportunities (and pose different demands) on producers, users, and regulators. โ€ข The path a technology follows through time is termed its technology trajectory. โ€“Many consistent patterns have been observed in technology trajectories, helping us understand how technologies improve and are diffused.
  • 7. Types & Patterns of Innovation 7 Types of Innovation โ€ขProduct vs Process Innovation โ€“ Product innovations are embodied in the outputs of an organization โ€“ its goods or services. โ€ข Ericssonโ€™s development of 3G wireless networks and network services โ€“ Process innovations are innovations in the way an organization conducts its business, such as in techniques of producing or marketing goods or services. โ€ข Improving the effectiveness or efficiency of production โ€“ reducing defect rates, increasing quantity produced in a given time โ€“ Product innovations can enable process innovations and vice versa.
  • 8. Types & Patterns of Innovation 8 Product vs. Process Innovation โ€ข New processes may enable the production of new products โ€“ A new metallurgical technique enabled the development of the bicycle chain which in turn enabled the development of multiple-gear bicycles โ€ข New products may enable the development of new processes โ€“ The development of advanced workstations enabled the implementation of computer-aided-manufacturing processes that increase the speed and efficiency of production โ€ข What is a product innovation for one organization might be a process innovation for another โ€“ UPS created a new distribution service (product innovation) that enables its customers to distribute their goods more widely or more easily (process innovation)
  • 9. Types & Patterns of Innovation 9 Types of Innovation โ€ขRadical vs Incremental Innovation โ€“The radicalness of an innovation is the degree to which it is new and different from previously existing products and processes. โ€ข Radicalness is also defined in terms of risk โ€“ 3G wireless technology required โ€ข Investment in new networking equipment and infrastructure โ€ข Development of new phones greater display and memeory capabilities as well as a stronger battery and/or better power utilization โ€ข Degree of user acceptance of the technology was unknown
  • 10. Types & Patterns of Innovation 10 Types of Innovation โ€ขRadical vs Incremental Innovation โ€“Incremental innovations may involve only a minor change from (or adjustment to) existing practices. โ€“The radicalness of an innovation is relative; it may change over time or with respect to different observers. โ€ข digital photography a more radical innovation for Kodak (chemical photography expertise) than for Sony (electronics expertise).
  • 11. Types & Patterns of Innovation 11 Types of Innovation โ€ขCompetence-Enhancing vs Competence-Destroying Innovation โ€“ Competence-enhancing innovations build on the firmโ€™s existing knowledge base โ€ข Intelโ€™s Pentium 4 built on the technology for Pentium III. โ€“ Competence-destroying innovations renders a firmโ€™s existing competencies obsolete. โ€ข Electronic calculators rendered Keuffel & Esserโ€™s slide rule expertise obsolete. โ€ข HP and TI thrived as they had existing competencies in the electronic components needed in electronic calculators. โ€“ Whether an innovation is competence enhancing or competence destroying depends on the perspective of a particular firm.
  • 12. Types & Patterns of Innovation 12 Types of Innovation โ€ขArchitectural vs Component Innovation โ€“ A component innovation (or modular innovation) entails changes to one or more components of a product system without significantly affecting the overall design. โ€ข adding gel-filled material to a bicycle seat โ€“ An architectural innovation entails changing the overall design of the system or the way components interact. โ€ข transition from high-wheel bicycle to safety bicycle. โ€“ In the 1800s, the front wheel of a bicycle has a very large circumference in order to provide speed; gears did not exist yet โ€“ When gears and chains were invented, the bicycle took on a whole new design โ€“ Most architectural innovations require changes in the underlying components also.
  • 13. Types & Patterns of Innovation 13 The High Wheel Bicycle โ€ข In 1870 the first all metal machine appeared. The pedals were still attached directly to the front wheel. Solid rubber tires and the long spokes of the large front wheel provided a much smoother ride than its predecessor. โ€“ The front wheels became larger and larger as makers realized that the larger the wheel, the farther you could travel with one rotation of the pedals. โ€ข Safety issue: because the rider sat so high above the center of gravity, if the front wheel was stopped by a stone or rut in the road, the entire apparatus rotated forward on its front axle, and the rider was dropped unceremoniously on his head.
  • 14. Types & Patterns of Innovation 14 The Hard-Tired Safety โ€ข Improvements in the metals used in the bicycle, enabled the manufacturing of small chains and sprockets and were light enough for a human being to power. โ€ข The design with two wheels of the same size returned, with speed provided through the use of gears instead of large wheels. โ€ข They were safer than the high-wheelers but lacked the long, shock-absorbing spokes of the high-wheelers. โ€“ Buyers had to choose between safety and comfort until, a few years later, when Dr. Dunlop developed the pneumatic tire for his childโ€™s bike.
  • 15. Types & Patterns of Innovation 15 Technology S-Curves โ€ข Both the rate of a technologyโ€™s improvement, and its rate of diffusion to the market typically follow an s-shaped curve. โ€ข Plot technologyโ€™s performance against the amount of effort and money invested in the technology S-curves in Technological Improvement Technology improves slowly at first because it is poorly understood. Then accelerates as understanding increases. Then tapers off as approaches limits.
  • 16. Types & Patterns of Innovation 16 Technology S-Curves โ€ขS-curves in technology performance and market diffusion are related โ€“ better performance๏ƒ  faster adoption โ€“ greater adoption ๏ƒ  further investment in improvements โ€ขBut they are fundamentally different processes โ€ขIf the effort invested is not constant over time, the resulting s-curve can obscure the true relationship
  • 17. Types & Patterns of Innovation 17 Technology S-Curves โ€ขIn 1985, Gordon Moore, cofounder of Intel, noted that the density of transistors on integrated circuits had doubled every year since the IC was invented โ€“The rate has since slowed to doubling every 18 months but the rate of acceleration is still very steep
  • 18. Types & Patterns of Innovation 18 Improvements in Intel's Transistor Density Over Time โ€ข In 1985, Gordon Moore, cofounder of Intel, noted that the density of transistors on integrated circuits had doubled every year since the IC was invented โ€“ The rate has since slowed to doubling every 18 months but the rate of acceleration is still very steep
  • 19. Types & Patterns of Innovation 19 Transistor Density versus Cumulative R&D Expenses โ€ข However, Intelโ€™s R&D dollars per year has also been increasing rapidly โ€“ The big gains in transistor density have come at a big cost in terms of effort invested
  • 20. Types & Patterns of Innovation 20 Technology S-Curves โ€ข Technologies do not always get to reach their limits โ€“ May be displaced by new, discontinuous technology. โ€ข A discontinuous technology fulfills a similar market need by means of an entirely new knowledge base. โ€“ E.g., switch from carbon copying to photocopying, or vinyl records to compact discs โ€ข Technological discontinuity may initially have lower performance than incumbent technology. โ€“ E.g., first automobiles were much slower than horse-drawn carriages. โ€“ Firms may be reluctant to adopt new technology because performance improvement is initially slow and costly, and they may have significant investment in incumbent technology
  • 21. Types & Patterns of Innovation 21 Discontinuous Technology Effort P e r f o r m a n c e Incumbent technology New technology Effort P e r f o r m a n c e Incumbent technology New technology Disruptive technology has a steeper s-curve Disruptive technology has an s-curve that increases to a higher performance limit โ€ข If the returns to effort invested in new technology are much higher than effort invested in the incumbent technology, in the long-run it is more likely to displace the incumbent technology
  • 22. Types & Patterns of Innovation 22 Technology S-Curves โ€ข S-Curves in Technology Diffusion (spread of technology through a population) โ€“ Adoption is initially slow because the technology is unfamiliar. โ€“ It accelerates as technology becomes better understood. โ€“ Eventually market is saturated and rate of new adoptions declines. โ€“ Technology diffusion tends to take far longer than information diffusion. โ€ข Technology may require acquiring complex knowledge or experience. โ€ข Technology may require complementary resources to make it valuable (e.g., electric lights didnโ€™t become practical until development of bulbs and vacuum pumps, cameras not valuable without film).
  • 23. Types & Patterns of Innovation 23 Technology S-Curves โ€ข S-curves of diffusion are in part a function of s- curves in technology improvement โ€“ Learning curve leads to price drops, which accelerate diffusion
  • 24. Types & Patterns of Innovation 24 S-Curves as a Prescriptive Tool โ€ข Managers can use data on investment and performance of their own technologies or data on overall industry investment and technology performance to map s-curve. โ€ข While mapping the technologyโ€™s s-curve is useful for gaining a deeper understanding of its rate of improvement or limits, its use as a prescriptive tool is limited. โ€“True limits of technology may be unknown โ€“Shape of s-curve can be influenced by changes in the market, component technologies, or complementary technologies. โ€“Firms that follow s-curve model too closely could end up switching technologies too soon or too late.
  • 25. Types & Patterns of Innovation 25 S-Curves as a Prescriptive Tool โ€ข The benefits a company can achieve by switching to a new technology depends on a number of factors โ€“ Advantages of the new technology โ€“ New technologyโ€™s fit with the companyโ€™s current abilities โ€“ New technologyโ€™s fit with the firmโ€™s position in complementary resources โ€“ lacks them or may make compatible products โ€“ Expected rate of diffusion of the new technology โ€ข Firms that follow s-curve model too closely could end up switching technologies too soon or too late.
  • 26. Types & Patterns of Innovation 26 โ€ข Everett M. Rogers created a typology of adopters: โ€“ Innovators are the first 2.5% of individuals to adopt an innovation. They are adventurous, comfortable with a high degree of complexity and uncertainty, and typically have access to substantial financial resources. โ€“ Early Adopters are the next 13.5% to adopt the innovation. They are well integrated into their social system, and have great potential for opinion leadership. Other potential adopters look to early adopters for information and advice, thus early adopters make excellent "missionaries" for new products or processes. โ€“ Early Majority are the next 34%. They adopt innovations slightly before the average member of a social system. They are typically not opinion leaders, but they interact frequently with their peers. โ€“ Late Majority are the next 34%. They approach innovation with a skeptical air, and may not adopt the innovation until they feel pressure from their peers. They may have scarce resources. โ€“ Laggards are the last 16%. They base their decisions primarily on past experience and possess almost no opinion leadership. They are highly skeptical of innovations and innovators, and must feel certain that a new innovation will not fail prior to adopting it. Diffusion of Innovation & Adopter Categories
  • 27. Types & Patterns of Innovation 27 Diffusion of Innovation & Adopter Categories
  • 28. Types & Patterns of Innovation 28 Technology Trajectories and โ€œSegment Zeroโ€ โ€ข Technologies often improve faster than customer requirements demand โ€ข This enables low-end technologies to eventually meet the needs of the mass market. Mass market begins to feel they are paying for features they donโ€™t need. โ€ข Thus, if the low-end market is neglected, it can become a breeding ground for powerful competitors. - This market was coined โ€œsegment zeroโ€ by Andy Grove, former CEO of Intel
  • 29. Types & Patterns of Innovation 29 Technology Trajectories and โ€œSegment Zeroโ€ โ€ข Technologies often improve faster than โ€“ customer requirements demand and/or โ€“ customers can learn and adapt them to their work โ€ข This enables low-end technologies to eventually meet the needs of the mass market. โ€ข Thus, if the low-end market is neglected, it can become a breeding ground for powerful competitors. โ€“ The โ€œsegment zeroโ€ that Intel focused on was low-end personal computers โ€“ Itโ€™s margins were unattractive at the beginning but, as the technology curve advanced, the needs of the mass market were met at a lower price than the high-end technology
  • 30. Types & Patterns of Innovation 30 Technology Cycles โ€ขTechnological change tends to be cyclical: โ€“ Each new s-curve ushers in an initial period of turbulence, followed by rapid improvement, then diminishing returns, and ultimately is displaced by a new technological discontinuity. โ€“ Utterback and Abernathy characterized the technology cycle into two phases: โ€ข The fluid phase (when there is considerable uncertainty about the technology and its market; firms experiment with different product designs in this phase) โ€ข After a dominant design emerges (bringing a stable architecture to the technology), the specific phase begins (when firms focus on incremental improvements to the design and manufacturing efficiency).
  • 31. Types & Patterns of Innovation 31 Technology Cycles โ€“ Anderson and Tushman also found that technological change proceeded cyclically. โ€ข Each discontinuity inaugurates a period of turbulence and uncertainty (era of ferment) until a dominant design is selected, ushering in an era of incremental change.
  • 32. Types & Patterns of Innovation 32 Technology Cycles โ€“Anderson and Tushman found that: โ€ข A dominant design always rose to command the majority of market share unless the next discontinuity arrived too early. โ€ข The dominant design was never in the same form as the original discontinuity, but was also not on the leading edge of technology. It bundled the features that would meet the needs of the majority of the market. โ€“ During the era of incremental change, firms often cease to invest in learning about alternative designs and instead focus on developing competencies related to the dominant design. โ€“ This explains in part why incumbent firms may have difficulty recognizing and reacting to a discontinuous technology.
  • 33. Types & Patterns of Innovation 33 Discussion Questions 1. What are some of the reasons that established firms might resist the adoption of a new technology? 2. Are well-established firms or new entrants more likely to a) develop and/or b) adopt new technologies? What are some reasons for your choice? 3. Think of an example of an innovation you have studied at work or school. How would you characterize it on the dimensions described at the beginning of the chapter? 4. What are some of the reasons that both technology improvement and technology diffusion exhibit s- shaped curves?