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“Praveen Gupta has developed an excellent methodology for aligning
senior management, supervisors, and employees in continuously
improving the critical drivers of sustained high performance.”
—Robert F. Anderson, President, Robert F. Anderson and
Associates, Inc.
“This book must be studied by all who are driven to create a corpo-
rate environment that attracts good employees, demands results,
and produces sustained profitability.”
—Lonnie C. Rogers, President, Ideal Aerosmith
“The Six Sigma Scorecard simplifies implementation of the Six
Sigma initiative by using measurements for better, faster, and cost-
effective performance throughout the company. The Business
Performance Index (BPIn) is an excellent tool for executives to
monitor corporate performance for growth and profitability.”
—Anton Hirsch, President, Corbra Metal Works
“The Six Sigma Business Scorecard makes it easy to understand the
value of the process measurements by explaining their relationship
to profitability. Using a business scorecard is an excellent idea to
ensure improvement.”
—Chuck Georges, Vice President of Manufacturing, Molon
Motor & Coil Corporation
“Synthesizing the tenets of Six Sigma methodology and the SIPOC
elements with the balanced scorecard, Praveen has given leaders in
all disciplines the business tools to measure and direct their effec-
tiveness in terms of profitability and growth.”
—Brian O’Reilly, Director of Quality & Regulatory Affairs,
Dentsply Professional
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SIX SIGMA
BUSINESS
SCORECARD
Ensuring Performance for Profit
PRAVEEN GUPTA
McGraw-Hill
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DOI: 10.1036/0071431470
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To my parents, Prem Vati and Kishan Lal Gupta,
Bill Smith, the inventor of Six Sigma,
and the astronauts of space shuttle Columbia,
for their ethics, vision, and sacrifice, respectively.
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For more information about this title, click here.
CONTENTS
xiii
Bob Galvin’s Reflections
Foreword
Preface
Acknowledgments
Introduction
xxi
xxiii
xxvii
xxv
CHAPTER ONE. TRENDS IN PERFORMANCE
MEASUREMENTS
1
2
1
Technology and Globalization
Macroeconomic Measures
Evolution in Performance Measurements
Juran’s Financial and Quality Trilogies
Business Trilogy
ISO 9000 Quality Management System 7
Process Thinking
9
Malcolm Baldrige National Quality Award Guidelines
Balanced Scorecard
Six Sigma Business Scorecard
14
14
3
5
6
10
CHAPTER TWO. SIX SIGMA—AN OVERVIEW
17
17
Complexity and Performance
Cost of Poor Performance
Basics of Six Sigma
21
Traditional Approach to Six Sigma
The Breakthrough Approach to Six Sigma
18
22
23
Define
Measure
Analyze
24
26
31
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CONTENTS
Improve
Control
36
37
Challenges in Implementing Six Sigma
39
CHAPTER THREE. NEED FOR THE SIX SIGMA
BUSINESS SCORECARD
43
Missing Rate of Improvement
Insufficient Process Performance Measurements
49
Deming’s 14 Points
Measurement Challenges with Quality Systems
45
46
50
50
Limits of ISO 9000
Shortcomings of Six Sigma Measurement
Limits of the Balanced Scorecard
Advertisement
Measurements According to The Goal
Developing a New Measurement System 56
56
54
53
CHAPTER FOUR. THE SIX SIGMA BUSINESS
SCORECARD
59
61
Business and Leaders
59
Current Accounting Systems
Information Age Paradigm 61
SIPOC Analysis for Constraints
Managing the Profitability Process
External Factors
Process-Based Measurements
Six Sigma Business Scorecard
Business Processes to Consider
Elements of the Six Sigma Business Scorecard
67
67
65
66
68
63
71
1. Leadership and Profitability
2. Management and Improvement
3. Employees and Innovation
76
4. Purchasing and Supplier Management
5. Operational Execution
6. Sales and Distribution
7. Service and Growth
79
83
83
73
Six Sigma Business Scorecard Measurements
Business Performance Index (BPIn)
Corporate DPU and DPMO 86
Corporate Sigma Level
87
85
69
78
84
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Comparing Balanced Scorecard and Six Sigma
Business Scorecard
87
CONTENTS
ix
CHAPTER FIVE. PLANNING FOR THE SIX SIGMA
BUSINESS SCORECARD
89
89
91
92
Leadership and Improvement
Extent of Improvement
90
Business Opportunity Analysis
Organizational Adjustments
94
Vision
Goals
95
Core Competencies
96
Systems Thinking
Employees’ Involvement
Team Structure
Understanding Measurements
Identifying Process Measurements
Action Plan for Performance
Corporate Plans
Progress Review
106
106
97
96
98
99
103
100
CHAPTER SIX. SIX SIGMA BUSINESS
SCORECARD DEVELOPMENT
109
112
111
Profitability Visibility
Measurement Failures
Features and Benefits of the Six Sigma Business Scorecard
Impact of Customer Requirements on Measurements
Factors Influencing Profitability
Growth and Profitability
118
Ownership for Performance
Step-by-Step Development of the Six Sigma Business Scorecard
Sample Measurements
124
BPIn Example
117
120
123
115
114
121
CHAPTER SEVEN. IMPLEMENTING THE SIX
SIGMA BUSINESS SCORECARD
127
Creating Awareness
Building the Business Model
128
128
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CONTENTS
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Establishing the BPIn
Establishing Six Sigma Business Scorecard Measurements
Ensuring Data Collection Capability
War on Waste
134
Managing Change
Integrating Technology and the Six Sigma Business Scorecard
135
132
130
138
CHAPTER EIGHT. ADAPTING THE SIX SIGMA
BUSINESS SCORECARD TO SMALL BUSINESSES
141
Six Sigma Business Scorecard and Business Size
Implementing in a Small Business
144
141
CHAPTER NINE. MONITORING PERFORMANCE
USING THE SIX SIGMA BUSINESS SCORECARD
147
147
Management Review
Leadership Performance Review
Employees’ Performance Review
Management Performance Review
Compensation for Performance
157
Communication with the Community
Annual Review
158
150
153
154
158
CHAPTER TEN. PERFORMANCE, PROFITABILITY,
AND STANDARDS
161
161
162
Dow Jones Industrial Average Companies
Performance and Profitability
Measurements for Growth and Profitability
Advertisement
Balancing the Six Sigma Scorecard for Growth and Profitability
Business Performance Index (BPIn)
Managing for Profitability
171
172
168
171
165
Managing Sales
Reducing Costs
Facilitating Growth
Inspiring for Innovation
174
175
166
CHAPTER ELEVEN. LEADERSHIP FOR
PERFORMANCE
177
Leadership Challenges
Lessons in Leadership
177
180
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Seven Practices of Good Leadership for Superior Execution
182
CONTENTS
xi
182
Personal Practices
Professional Practices
Leadership Expectations
Leadership Role Models
Leadership Characteristics According to the MBNQA Guidelines
Leadership Improvement
183
183
185
189
187
CHAPTER TWELVE. SIX SIGMA SCORECARD
VALIDATION
191
The Ten BPIn Measurements
192
1. Employee Recognition (Percentage of Employees
Recognized by CEO)
193
193
2. Profitability
3. Rate of Improvement in Process Performance
4. Recommendations per Employee
5. Total Spending/Sales
6. Suppliers’ Defect Rate
7. Operational Cycle Time Variance
8. Operational Sigma
197
9. New Business/Total sales
10. Customer Satisfaction
195
197
198
195
194
196
194
Application of BPIn to Dow 30 Companies
Correlation between BPIn and Profitability Performance
198
200
CHAPTER THIRTEEN. INTEGRATING THE
SIX SIGMA BUSINESS SCORECARD AND
QUALITY MANAGEMENT SYSTEMS
Six Sigma Methodology for Continual Improvement
Six Sigma Business Scorecard for Effectiveness
Integrating the Six Sigma Business Scorecard with ISO 9001
206
206
Cost Containment
The Improvement Methodology
Steps to Integrate Six Sigma and ISO 9001
209
208
213
Conducting Good Internal Audits
Benefits of Integrating ISO 9001 and Six Sigma
215
216
REFERENCES
Index
223
203
208
219
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BOB GALVIN’S
REFLECTIONS
Because the Six Sigma Business Scorecard takes the Six
Sigma methodology to a new level by creating perfor-
mance standards, it must incorporate input from Bob Galvin,
Chairman Emeritus of Motorola, Inc. Bob is the first CEO
who has implemented Six Sigma companywide. During my
association with Motorola over about 20 years I have looked
up to Bob and his team of executives for lessons in leadership.
In 1988 the Leadership section of the Malcolm Baldrige
National Quality Award (MBNQA) guidelines was based on
Bob’s leadership practices when he was CEO of Motorola. His
exemplary performance as a leader is still recognized and
sought after worldwide. He has a reputation as a visionary.
Although he’s retired and spends time learning to play the
cello and maintaining his energy through athletics, Bob con-
tinues to provide leadership advice on various aspects of busi-
ness and to various sectors, including the U.S. government.
Bob is involved in several projects to keep his ever-learning
mind active in providing value for society and guidance to
Motorola.
I sought Bob’s thoughts about the Six Sigma Business
Scorecard and corporate performance in the current business
environment. His personal vitality, the depth of his convic-
tions, and his enthusiasm for sharing ideas are evident in his
reflections.
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BOB GALVIN’S REFLECTIONS
On Achieving and Sustaining Superior Corporate
Performance
Leadership must provide direction in bits and pieces in such a
way that it stimulates activities. Leaders must often engage in
anecdotal, relevant, and contributory activities. For example,
Motorola developed a team competition (TC) that was adopted
from Miliken & Company. It created the same type of mental-
ity that permeates a football team competing in the Super
Bowl. The TC provided an opportunity for teams to get together
and showcase their winning attitudes and successes. These
events are large sessions where people really get excited about
sharing their work and are enthusiastically led by their CEO.
Such sportslike competitions provide reward and personal
stimulation and encourage employees to achieve superior per-
formance. Leaders cheering for their teams demonstrate their
commitment to competitive and superior results throughout
the corporation.
On the CEO’s Role in Achieving the Desired Corporate
Performance
Achieving superior performance is personal. The CEO and
other high-level executives must commit themselves to
improving their personal quality and the people they influ-
ence. For example, a phone company executive who attended
a Motorola Briefing (to share the experience of winning the
MBNQA) decided to improve his personal quality and perfor-
mance. He enhanced the way he did his job by speaking more
nicely to people and becoming punctual for meetings. As a
result of these personal changes, in one of his next meetings,
meeting attendees all got together and finished the meeting
one minute before it was supposed to start!
Quality is translatable. Whether it is a vice president, a
manager, a crew supervisor, or a supervisor, personal vitality
must be demonstrated in a way that appeals to the employees.
Therefore, once the improvement initiative is in motion, it is
unstoppable because of the vital spirit of everyone involved.
For example, Bill Smith at Motorola, who taught me the con-
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BOB GALVIN’S REFLECTIONS
Advertisement
xv
cept of Six Sigma, demonstrated this principle well in how he
communicated Six Sigma. I would invite people and ask what
they were doing only to discover that a lot of neat things for
process improvement were occurring that I could learn (from
employees such as Bill Smith).
As for the skeptics, we do not need to do anything with
them. They discover for themselves that if they are left out,
they will no longer be vital members of the team. At the per-
sonal level, these concepts are simple to implement. We must
teach employees how to map jobs, determine the time needed
to do them, identify opportunities for improvement, and apply
statistical thinking and simple tools that have been embraced
by people like you and me.
As for the link between quality and profitability, I firmly
believe that the link is evident. It must be absolutely clear that
when we make fewer mistakes and prevent latent defects from
being shipped to customers, the savings are directly transfer-
able. The improvement must lead to lower costs, faster delivery,
and higher customer satisfaction. In the Motorola corporate
auditing department, when the process was mapped and under-
stood better, auditors realized that the audits could be done in
10 to 20 percent of the time they previously took.
Regarding CEOs or executives who do not see the direct
link between poor quality and profitability, I say they must be
blind. They may need a little arm twisting. If they do not work
out, they must leave the company. The disposition process
must be clearly communicated. The boss must evangelize Six
Sigma or the improvement process; otherwise, it will not be a
successful initiative.
CEOs can communicate their message about quality
through case histories, success stories, and anecdotes about
experts. Jack Germain, Bill Smith, and Dick Buetow, all lead-
ers in quality, were credible people based on their experience
and contributions in their respective professional areas. They
were believable people.
I never expected any of my people to be perfect. I wanted
them to at least listen to what the leadership was saying and
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BOB GALVIN’S REFLECTIONS
participate in the process. People can participate in the
process by simply mapping the way they do their work and dis-
covering opportunities for breakthrough. For example, people
in the patent office were doing a fine job. However, as they
participated in the Six Sigma process, they discovered that the
time used to file patents could be reduced significantly.
Many quality gurus have already taught us that quality
never costs money. However, quality improvement, or directly
linking to profitability, may need awakening. I hope that
Six Sigma Business Scorecard will awaken lots of people
and be able to change them with help from several “Bill
Smiths.”
Art Sundry led that awakening at Motorola when he stood
up at a management meeting and proclaimed, “Our quality
stinks!” People like Sundry have credentials. He was a suc-
cessful leader who still desired to improve. He kept looking for
opportunities to improve and places to find some tools to help
him improve. Improvement in performance is an aggregation
of a lot of little details.
Different people take different stimuli. At Motorola, we
happened to be lucky that we made a point of having an open
dialogue in officers’ meetings. At such meetings the chief must
listen instead of talk. People begin to respond when the leader-
ship listens. We do not change over a weekend. Because of the
open communication environment, Bill Smith had the courage
to present his idea about Six Sigma, and listeners were willing to
entertain it. In such an environment, officers know what needs
to be done, take risks, and challenge the existing processes.
They find a champion, nurture the seeds of success, and
multiply that success into many successes.
Bill Smith wanted to see me, and he took the risk to do so. I
immediately listened to him, and when I could not understand
his hypothesis, I asked him to come again the next morning.
On Sustaining the Corporate Performance
The CEO of a company is like the captain of a team. If a CEO
cannot stimulate the team, he or she does not hold high
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BOB GALVIN’S REFLECTIONS
xvii
promise for the company. Leaders such as Roger Miliken of
Miliken & Company and John Pepper, ex-CEO of Proctor and
Gamble, bring in 10 to 15 like-minded individuals who have
similar beliefs. The leader becomes a zealot and goes about
promoting his or her quality religion throughout the company.
The demeanor and conduct of the institution where quality
has emerged radiate throughout the entire corporation. As
quality improves, financial measures improve. By giving atten-
tion to all, people recognize that employees’ contributions are
a much-appreciated phenomenon. The CEO must listen and
react to employees’ ideas.
Speaking of attention, Motorola developed an excellent
education program through Motorola University. The objective
was to get employees into the classroom for communicating
corporate beliefs, to learn the new processes, and for encour-
aging team competition, where good ones share success stories
for others to follow. Personal visibility is a human need. At
Motorola we even invited suppliers to learn about our
improvement process. All said they also wanted to be better
suppliers. Institutionalizing corporate beliefs, values, and
goals throughout the theater of operations is critical to sus-
taining long-term performance. When the CEO’s belief per-
meates each and every employee, the results will surprise us,
as we experienced at Motorola from 1987 to 1992.
On Creating a Sense of Urgency to Achieve Superior
Financial Results
I set my own deadlines for achievement, and my people had to
satisfy their objectives. If someone does not understand the
objectives, then the leader has to work with the person.
Sometimes we make changes in personnel if the objectives
and the current employee skill set appear to be divergent.
Financial measures take care of themselves. If we map the
process and do the work in the most effective way, we end up
having good results. Such an approach brings down the cost,
is appreciated by the customers, and is reason enough for
repeat business and even more business.
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BOB GALVIN’S REFLECTIONS
On Executives’ Accountability for Improvement
Every month at Motorola, the top 15 to 25 executives met.
One was designated to be the main speaker and to present the
best idea to improve quality in his or her area. For that meet-
ing, the executive became a teacher, sharing ideas with his or
her counterparts. Whatever the “religion” preached at the
company, one must accept it or go to another “church.”
On Thoughts about a Participative Management Program
We first learned about the participative management process
early, in the 1960s. We took the essence of it, refined it in the
Motorola way, and implemented it. This process allowed
employees and groups to establish stretch goals to generate
savings or execute their tasks better. The savings were shared
with employees of the group. This process did wonders for us.
We created numerous pockets of excellence and success sto-
ries. Employees earned a significant percentage of their salary
due to the savings they realized for Motorola.
The CEO Quality Award was created to recognize the
extraordinary successes of a team or an individual who has sig-
nificantly improved a process, leading to higher customer sat-
isfaction or less waste of resources. For people who received
the CEO Quality Award, it was a very important award, as the
standards to achieve this award were very tough.
On Motorola Today
The Six Sigma and process improvement initiatives were
attenuated in the mid-1990s due to company growth.
However, they are being restored currently. The way they are
being applied today is somewhat different. The program is
now called Six Sigma Digital. People who are advocating it
and living it are very enthusiastic about it. There is a personal
vitality to the entire program that comes through Chris
Galvin, Chairman and CEO, and Mike Zafirovski, President
and COO. They have truly personalized it.
Interestingly, the leaders at GE, Honeywell, Citibank, and
other companies all recognize that they have learned something
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BOB GALVIN’S REFLECTIONS
xix
from Motorola that helped them bring about their recent suc-
cesses. Motorola’s being recognized is a rewarding experience.
On Thoughts about the Six Sigma Business Scorecard
An important word is flexibility. Any scorecard must not pre-
sent a rigid construct. The scorecard must allow flexibility to
excite the human mind. It is much easier to influence people
who are involved in the process.
Advertisement
I believe people will read Six Sigma Business Scorecard, get
excited about something in it, and generate many ideas for
performance improvement. For example, using the title of
Chief Growth Officer instead of Chief Technology Officer
makes sense. That is a clever idea. It makes sense to bring the
business plan mentality to the technology front.
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FOREWORD
Now more than ever, corporations the world over are scram-
bling to redefine the processes, techniques, and strategies
they need to survive in an age of uncertainty. The sterling
stocks of the 1990s, tarnished by world strife, ethical aberra-
tions, miscalculation, and complacency, are in need of a new
framework for survival. Praveen Gupta provides just that by
merging two powerful performance improvement processes,
Six Sigma and the Balanced Scorecard, to create Six Sigma
Business Scorecard.
I worked with Praveen at Motorola University for several
years. His experience there, at other parts of Motorola, and
AT&T Bell Laboratories before that, and his current role as a
Six Sigma performance consultant make him well qualified to
comment on the fluid approaches needed in our constantly
changing corporate climates. Both Six Sigma and the Balanced
Scorecard have been used historically to manage functions and
operations. By blending these processes, Praveen takes their
power to the next level, challenging us to redirect our use of
these tools to the measurement of the value-added activities
of our efforts. Rather than purely statistical processes, Praveen
provides a roadmap for improving profitability and involving
employees intellectually, by demanding dramatic improvement
from organization leaders.
By implementing the tools offered in Praveen’s model, the
reader should expect more than process improvement and
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xxi
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FOREWORD
revenue monitoring. The goal here is the rapid improvement
in profit and sustainable business growth.
Many winners of national and regional quality awards have
gone on to stumble because they focused on process improve-
ment, defect reduction, and cost reduction without aligning
those efforts with customer satisfaction, employee develop-
ment, business growth, and profit improvement. The Six
Sigma Business Scorecard places new emphasis on the latter.
I applaud Praveen for leading business outside of the lines
by developing this dynamic hybrid. His powerful formula
demands that institutional leadership be held accountable for
achieving dramatic rates of improvement, while investing in
the intellectual capabilities of all employees. I am sure that
you will enjoy and learn as much as I did from The Six Sigma
Business Scorecard. It is an important work that offers key
solutions to the challenges of our times.
A. William Wiggenhorn
Chief Learning Officer
CIGNA
Philadelphia, Pennsylvania
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PREFACE
This book has been written to create a comprehensive cor-
porate performance measurement system that will enable
leadership to balance profitability and growth. Having worked
with many CEOs, owners, presidents, and general managers,
I have had the opportunity to observe that visibility of contrib-
utors to profitability has been lost. There lies an ocean of
information unutilized in the absence of a business model that
identifies components of profitability and establishes measure-
ment standards.
Six Sigma Business Scorecard offers a new approach to
establishing a corporatewide measurement system that will
enable leadership to monitor a company’s performance against
expected performance. Customers expect better, faster, and
cheaper; the Six Sigma Business Scorecard promotes these
requirements. The Business Performance Index (BPIn) allows
an organization to determine the “sigma” level as a relative
measure of performance. This is the first time a model for
establishing corporate sigma level has been developed as a
leading indicator of corporate performance.
The first four chapters in the book establish a baseline and
define the Six Sigma Business Scorecard. The next four chap-
ters focus on implementing the Six Sigma Business Scorecard
system. Chapters 9–12 focus on monitoring performance
using the Scorecard. The final chapter integrates the ISO
9001:2000 and Six Sigma methodology where the scorecard
is used to establish measures of effectiveness and Six Sigma is
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PREFACE
used as a methodology for continual improvement. Six Sigma
Overview and Leadership for Performance chapters have been
included to maximize the benefits derived from the Six Sigma
Business Scorecard.
This book expounds on Leadership for inspiration,
Managers for improvement, and Employees for innovation. To
sustain profitability and growth, a clear responsibility for
growth has been identified as Chief Growth Officer (CGO),
who is responsible for internal and external research and
development.
The target audience for this book includes leaders, man-
agers, supervisors, and employees who are responsible for
achieving superior results and making their business or depart-
ment perform better, faster, and cost-effectively on a continual
basis.
Six Sigma Business Scorecard presents the revolutionary
method for determining corporate sigma level that was
employed successfully by Motorola in the early 1990s.
Corporations who have been implementing Six Sigma need a
method to determine the corporate sigma level. This book
does just that.
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ACKNOWLEDGMENTS
Iam grateful to my family (Archana, Krishna, and Avanti) for
allowing me to write this book at odd hours, and to many
friends and colleagues for listening to my unsolicited and
painful ideas. My sincere thanks to Frank Brletich and Caryn
Penru for their review, recommendations for, and edit of the
manuscript. Thanks to Rajiv Varshney for jazzing up the figures
and Rajeev Jain, Jim McNulty, Barb Schultz, and Terry Luczak
for their thoughtful discussions.
The book would not have passed beyond the thought
process without knowing Ken McCombs, Senior Editor at
McGraw-Hill. Ken has been phenomenal in believing in the
Six Sigma Business Scorecard concept and in helping patiently
during the development of this book. The staff at McGraw-Hill
has done a wonderful job of making Six Sigma Business
Scorecard a reality.
I am thankful to Bob Galvin, Chairman Emeritus, Motor-
ola, Inc., for sharing his views with readers of this book, and
Bill Wiggenhorn, Chief Learning Officer, Cigna, for reviewing
the manuscript and preparing the Foreword. Bob Galvin
was the first CEO to launch Six Sigma at Motorola, and Bill
Wiggenhorn was the catalyst for institutionalizing Six Sigma at
Motorola. I am honored to receive encouragement from these
two great leaders.
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INTRODUCTION
Businesses today seek an effective corporate performance
measurement system to maximize the bottom line. With
the advent of the Internet, ongoing globalization, and stan-
dardization in management systems, business leaders must
focus on how to measure performance to monitor their con-
tinued viability and success. Many existing performance mea-
surement systems were designed to support business practices
and to monitor progress. With shrinking margins and competi-
tive pressures, however, corporate performance measurement
systems must do more than monitor. They must identify
opportunities for optimizing profitability and growth, without
pitting one against the other. The idea is to use performance
measures to add value, instead of simply measuring for a for-
mality. That is precisely what the Six Sigma Business
Scorecard is designed to do.
The Six Sigma Business Scorecard combines the Six Sigma
methodology for dramatically improving customers’ delight
with the Balanced Scorecard method for achieving financial
objectives. The Six Sigma Business Scorecard utilizes strategy
to maximize profitability and growth, accelerate improvement,
foster leadership accountability, and encourage employee
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