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McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
1
Chapter 9
Quality Management
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
2
’ Total Quality Management Defined
’ Quality Specifications and Costs
’ Six Sigma Quality and Tools
’ External Benchmarking
’ ISO 9000
’ Service Quality Measurement
OBJECTIVES
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
3
Total Quality Management (TQM)
’ Total quality management is
defined as managing the entire
organization so that it excels on all
dimensions of products and
services that are important to the
customer
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
4
Quality Specifications
’ Design quality: Inherent value of the
product in the marketplace
– Dimensions include: Performance, Features,
Reliability/Durability, Serviceability,
Aesthetics, and Perceived Quality.
’ Conformance quality: Degree to which
the product or service design
specifications are met
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
5
Costs of Quality
External Failure
Costs
Appraisal Costs
Prevention Costs
Internal Failure
Costs
Costs of
Quality
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
6
Six Sigma Quality
’ A philosophy and set of
methods companies use
to eliminate defects in
their products and
processes
’ Seeks to reduce variation
in the processes that lead
to product defects
’ The name, “six sigma”
refers to the variation that
exists within plus or
minus 6 standard
deviations of the process
outputs
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
7
Six Sigma Quality (Continued)
’ Six Sigma allows managers to readily
describe process performance using a
common metric: Defects Per Million
Opportunities (DPMO)
1,000,000
x
units
of
No.
x
unit
per
error
for
ies
opportunit
of
Number
defects
of
Number
⎄
⎄
⎄
⎊
⎀
⎱
⎱
⎱
⎣
⎡
=
DPMO
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
8
Six Sigma Quality (Continued)
Example of Defects Per Million
Opportunities (DPMO) calculation.
Suppose we observe 200 letters
delivered incorrectly to the wrong
addresses in a small city during a
single day when a total of 200,000
letters were delivered. What is the
DPMO in this situation?
Example of Defects Per Million
Opportunities (DPMO) calculation.
Suppose we observe 200 letters
delivered incorrectly to the wrong
addresses in a small city during a
single day when a total of 200,000
letters were delivered. What is the
DPMO in this situation?
[ ]
000
,
1
=
= 1,000,000
x
200,000
x
1
200
DPMO
So, for every one
million letters
delivered this
city’s postal
managers can
expect to have
1,000 letters
incorrectly sent
to the wrong
address.
So, for every one
million letters
delivered this
city’s postal
managers can
expect to have
1,000 letters
incorrectly sent
to the wrong
address.
Cost of Quality: What might that DPMO mean in terms
of over-time employment to correct the errors?
Cost of Quality: What might that DPMO mean in terms
of over-time employment to correct the errors?
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
9
Six Sigma Quality: DMAIC Cycle
’ Define, Measure, Analyze, Improve, and
Control (DMAIC)
’ Developed by General Electric as a
means of focusing effort on quality
using a methodological approach
’ Overall focus of the methodology is to
understand and achieve what the
customer wants
’ A 6-sigma program seeks to reduce the
variation in the processes that lead to
these defects
’ DMAIC consists of five steps
.
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
10
Six Sigma Quality: DMAIC Cycle
(Continued)
1. Define (D)
2. Measure (M)
3. Analyze (A)
4. Improve (I)
5. Control (C)
Customers and their priorities
Process and its performance
Causes of defects
Remove causes of defects
Maintain quality
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
11
Example to illustrate the
process

’ We are the maker of this cereal.
Consumer Reports has just published
an article that shows that we
frequently have less than 15 ounces
of cereal in a box.
’ What should we do?
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
12
Step 1 - Define
’ What is the critical-to-quality
characteristic?
’ The CTQ (critical-to-quality)
characteristic in this case is the
weight of the cereal in the box.
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
13
2 - Measure
’ How would we measure to evaluate
the extent of the problem?
’ What are acceptable limits on this
measure?
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
14
2 – Measure (continued)
’ Let’s assume that the government
says that we must be within ± 5
percent of the weight advertised on
the box.
’ Upper Tolerance Limit = 16 + .05(16)
= 16.8 ounces
’ Lower Tolerance Limit = 16 – .05(16)
= 15.2 ounces
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
15
2. Measure (continued)
’ We go out and buy 1,000 boxes of
cereal and find that they weight an
average of 15.875 ounces with a
standard deviation of .529 ounces.
’ What percentage of boxes are
outside the tolerance limits?
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
16
Upper Tolerance
= 16.8
Lower Tolerance
= 15.2
Process
Mean = 15.875
Std. Dev. = .529
What percentage of boxes are defective (i.e. less than 15.2 oz)?
Z = (x – Mean)/Std. Dev. = (15.2 – 15.875)/.529 = -1.276
NORMSDIST(Z) = NORMSDIST(-1.276) = .100978
Approximately, 10 percent of the boxes have less than 15.2
Ounces of cereal in them!
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
17
Step 3 - Analyze - How can
we improve the capability of
our cereal box filling
process?
–Decrease Variation
–Center Process
–Increase Specifications
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
18
Step 4
Step 4 –
– Improve
Improve –
– How good is
How good is
good enough?
good enough?
Motorola
Motorola’
’s
s “
“Six Sigma
Six Sigma”
”
–6σ minimum from process center
to nearest spec
1 2
3 1 0
2 3
12σ
6σ
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
19
Motorola
Motorola’
’s
s “
“Six Sigma
Six Sigma”
”
’ Implies 2 ppB “bad” with no process shift
’ With 1.5σ shift in either direction from
center (process will move), implies 3.4
ppm “bad”.
1 2
3 1 0
2 3
12σ
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
20
Step 5
Step 5 –
– Control
Control
’ Statistical Process Control (SPC)
–Use data from the actual process
–Estimate distributions
–Look at capability - is good quality
possible
–Statistically monitor the process
over time
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
21
Analytical Tools for Six Sigma and
Continuous Improvement: Flow Chart
No,
Continue

Material
Received
from
Supplier
Inspect
Material for
Defects
Defects
found?
Return to
Supplier
for Credit
Yes
Can be used to
find quality
problems
Can be used to
find quality
problems
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
22
Analytical Tools for Six Sigma and
Continuous Improvement: Run Chart
Can be used to identify
when equipment or
processes are not
behaving according to
specifications
Can be used to identify
when equipment or
processes are not
behaving according to
specifications
0.44
0.46
0.48
0.5
0.52
0.54
0.56
0.58
1 2 3 4 5 6 7 8 9 10 11 12
Time (Hours)
Diameter
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
23
Analytical Tools for Six Sigma and Continuous
Improvement: Pareto Analysis
Can be used
to find when
80% of the
problems
may be
attributed to
20% of the
causes
Can be used
to find when
80% of the
problems
may be
attributed to
20% of the
causes
Assy.
Instruct.
Frequency
Design Purch. Training
80%
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
24
Analytical Tools for Six Sigma and
Continuous Improvement: Checksheet
Billing Errors
Wrong Account
Wrong Amount
A/R Errors
Wrong Account
Wrong Amount
Monday
Can be used to keep track of
defects or used to make sure
people collect data in a
correct manner
Can be used to keep track of
defects or used to make sure
people collect data in a
correct manner
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
25
Analytical Tools for Six Sigma and
Continuous Improvement: Histogram
Number
of
Lots
Data Ranges
Defects
in lot
0 1 2 3 4
Can be used to identify the frequency of quality
defect occurrence and display quality
performance
Can be used to identify the frequency of quality
defect occurrence and display quality
performance
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
26
Analytical Tools for Six Sigma and
Continuous Improvement: Cause &
Effect Diagram
Effect
Man
Machine
Material
Method
Environment
Possible causes:
Possible causes: The results
or effect
The results
or effect
Can be used to systematically track backwards to
find a possible cause of a quality problem (or
effect)
Can be used to systematically track backwards to
find a possible cause of a quality problem (or
effect)
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
27
Analytical Tools for Six Sigma and
Continuous Improvement: Control Charts
Can be used to monitor ongoing production process
quality and quality conformance to stated standards of
quality
Can be used to monitor ongoing production process
quality and quality conformance to stated standards of
quality
970
980
990
1000
1010
1020
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
LCL
UCL
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
28
Other Six Sigma Tools
’ Failure Mode and Effect Analysis
(FMEA) is a structured approach
to identify, estimate, prioritize, and
evaluate risk of possible failures
at each stage in the process
’ Design of Experiments (DOE) a
statistical test to determine cause-
and-effect relationships between
process variables and output
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
29
Six Sigma Roles and
Responsibilities
1. Executive leaders must
champion the process of
improvement
2. Corporation-wide training in Six
Sigma concepts and tools
3. Setting stretch objectives for
improvement
4. Continuous reinforcement and
rewards
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
30
The Shingo System: Fail-Safe
Design
’ Shingo’s argument:
– SQC methods do not prevent defects
– Defects arise when people make errors
– Defects can be prevented by providing
workers with feedback on errors
’ Poka-Yoke includes:
– Checklists
– Special tooling that prevents workers from
making errors
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
31
ISO 9000
’ Series of standards agreed upon by the
International Organization for
Standardization (ISO)
’ Adopted in 1987
’ More than 100 countries
’ A prerequisite for global competition?
’ ISO 9000 directs you to "document
what you do and then do as you
documented"
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
32
Three Forms of ISO
Certification
1. First party: A firm audits itself against
ISO 9000 standards
2. Second party: A customer audits its
supplier
3. Third party: A "qualified" national or
international standards or certifying
agency serves as auditor
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
33
External Benchmarking Steps
1. Identify those processes needing
improvement
2. Identify a firm that is the world leader
in performing the process
3. Contact the managers of that company
and make a personal visit to interview
managers and workers
4. Analyze data
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
34
Service Quality
Measurement:Servqual
’ A perceived service quality
questionnaire survey methodology
’ Examines “Dimensions of Service
Quality” including: Reliability,
Responsiveness, Assurance, Empathy,
and Tangibles (e.g., appearance of
physical facilities, equipment, etc.)
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
35
Service Quality Measurement:
Servqual (Continued)
’ New version of this methodology is
called “e-Service Quality” dealing
service on the Internet
’ Dimensions of Service Quality on the e-
Service methodology include:
Reliability, Responsiveness, Access,
Flexibility, Ease of Navigation,
Efficiency, Assurance/Trust,
Security/Privacy, Price Knowledge, Site
Aesthetics, and
Customization/Personalization
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
36
’ 1.0 Leadership (125 points)
’ 2.0 Strategic Planning (85 points)
’ 3.0 Customer and Market Focus (85
points)
’ 4.0 Information and Analysis (85 points)
’ 5.0 Human Resource Focus (85 Points)
’ 6.0 Process Management (85 points)
’ 7.0 Business Results (450 points)
Malcolm Baldrige National
Quality Award
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
37
Categories for the Baldrige
Award
’ Manufacturing companies or subsidiaries that
– produce and sell manufactured products or
manufacturing processes or
– produce agricultural, mining, or construction products.
’ Service companies or subsidiaries that sell service
’ Small businesses
’ Health care organizations
’ Educational institutions
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
38
Question Bowl
Which of the following are
Dimensions of Design Quality?
a. Performance
b. Durability
c. Aesthetics
d. All of the above
e. None of the above
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
39
Question Bowl
Approximately what percentage of
every sales dollar is allocated to
the “cost of quality”?
a. Less than 5%
b. About 10%
c. Between 15 and 20 %
d. More than 30%
e. None of the above
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
40
Question Bowl
Which of the following are
classifications of the “cost of
quality”?
a. Appraisal costs
b. Prevention costs
c. Internal failure costs
d. External failure costs
e. All of the above
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
41
Question Bowl
Which of the following are functions of
a quality control department?
a. Testing product designs for reliability
b. Gathering product performance data
c. Planning and budgeting the QC
program
d. All of the above
e. None of the above
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
42
Question Bowl
Which of the following is a Critical
Customer Requirement (CCR) in the
context of a Six Sigma program?
a. DMAIC
b. DPMO
c. PCDA
d. DOE
e. None of the above
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
43
Answer: e. None of the above (The
CCR is the criteria that is used to
define desired quality. Processing a
loan in 10 days is an example of a
CCR.)
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
44
Question Bowl
The DMAIC cycle of Six Sigma is
similar to which of the following
quality management topics?
a. Continuous improvement
b. Servqual
c. ISO 9000
d. External benchmarking
e. None of the above
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
45
Question Bowl
The “A” in DMAIC stands for which of
the following?
a. Always
b. Accessibility
c. Analyze
d. Act
e. None of the above
McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved.
46
Question Bowl
Which of the following analytical
tools depict trends in quality data
over time?
a. Flowcharts
b. Run charts
c. Pareto charts
d. Checksheets
e. Cause and effect diagrams

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file000243.pdf

  • 1. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 1 Chapter 9 Quality Management
  • 2. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 2 ’ Total Quality Management Defined ’ Quality Specifications and Costs ’ Six Sigma Quality and Tools ’ External Benchmarking ’ ISO 9000 ’ Service Quality Measurement OBJECTIVES
  • 3. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 3 Total Quality Management (TQM) ’ Total quality management is defined as managing the entire organization so that it excels on all dimensions of products and services that are important to the customer
  • 4. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 4 Quality Specifications ’ Design quality: Inherent value of the product in the marketplace – Dimensions include: Performance, Features, Reliability/Durability, Serviceability, Aesthetics, and Perceived Quality. ’ Conformance quality: Degree to which the product or service design specifications are met
  • 5. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 5 Costs of Quality External Failure Costs Appraisal Costs Prevention Costs Internal Failure Costs Costs of Quality
  • 6. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 6 Six Sigma Quality ’ A philosophy and set of methods companies use to eliminate defects in their products and processes ’ Seeks to reduce variation in the processes that lead to product defects ’ The name, “six sigma” refers to the variation that exists within plus or minus 6 standard deviations of the process outputs
  • 7. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 7 Six Sigma Quality (Continued) ’ Six Sigma allows managers to readily describe process performance using a common metric: Defects Per Million Opportunities (DPMO) 1,000,000 x units of No. x unit per error for ies opportunit of Number defects of Number ⎄ ⎄ ⎄ ⎊ ⎀ ⎱ ⎱ ⎱ ⎣ ⎡ = DPMO
  • 8. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 8 Six Sigma Quality (Continued) Example of Defects Per Million Opportunities (DPMO) calculation. Suppose we observe 200 letters delivered incorrectly to the wrong addresses in a small city during a single day when a total of 200,000 letters were delivered. What is the DPMO in this situation? Example of Defects Per Million Opportunities (DPMO) calculation. Suppose we observe 200 letters delivered incorrectly to the wrong addresses in a small city during a single day when a total of 200,000 letters were delivered. What is the DPMO in this situation? [ ] 000 , 1 = = 1,000,000 x 200,000 x 1 200 DPMO So, for every one million letters delivered this city’s postal managers can expect to have 1,000 letters incorrectly sent to the wrong address. So, for every one million letters delivered this city’s postal managers can expect to have 1,000 letters incorrectly sent to the wrong address. Cost of Quality: What might that DPMO mean in terms of over-time employment to correct the errors? Cost of Quality: What might that DPMO mean in terms of over-time employment to correct the errors?
  • 9. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 9 Six Sigma Quality: DMAIC Cycle ’ Define, Measure, Analyze, Improve, and Control (DMAIC) ’ Developed by General Electric as a means of focusing effort on quality using a methodological approach ’ Overall focus of the methodology is to understand and achieve what the customer wants ’ A 6-sigma program seeks to reduce the variation in the processes that lead to these defects ’ DMAIC consists of five steps
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  • 10. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 10 Six Sigma Quality: DMAIC Cycle (Continued) 1. Define (D) 2. Measure (M) 3. Analyze (A) 4. Improve (I) 5. Control (C) Customers and their priorities Process and its performance Causes of defects Remove causes of defects Maintain quality
  • 11. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 11 Example to illustrate the process
 ’ We are the maker of this cereal. Consumer Reports has just published an article that shows that we frequently have less than 15 ounces of cereal in a box. ’ What should we do?
  • 12. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 12 Step 1 - Define ’ What is the critical-to-quality characteristic? ’ The CTQ (critical-to-quality) characteristic in this case is the weight of the cereal in the box.
  • 13. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 13 2 - Measure ’ How would we measure to evaluate the extent of the problem? ’ What are acceptable limits on this measure?
  • 14. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 14 2 – Measure (continued) ’ Let’s assume that the government says that we must be within ± 5 percent of the weight advertised on the box. ’ Upper Tolerance Limit = 16 + .05(16) = 16.8 ounces ’ Lower Tolerance Limit = 16 – .05(16) = 15.2 ounces
  • 15. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 15 2. Measure (continued) ’ We go out and buy 1,000 boxes of cereal and find that they weight an average of 15.875 ounces with a standard deviation of .529 ounces. ’ What percentage of boxes are outside the tolerance limits?
  • 16. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 16 Upper Tolerance = 16.8 Lower Tolerance = 15.2 Process Mean = 15.875 Std. Dev. = .529 What percentage of boxes are defective (i.e. less than 15.2 oz)? Z = (x – Mean)/Std. Dev. = (15.2 – 15.875)/.529 = -1.276 NORMSDIST(Z) = NORMSDIST(-1.276) = .100978 Approximately, 10 percent of the boxes have less than 15.2 Ounces of cereal in them!
  • 17. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 17 Step 3 - Analyze - How can we improve the capability of our cereal box filling process? –Decrease Variation –Center Process –Increase Specifications
  • 18. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 18 Step 4 Step 4 – – Improve Improve – – How good is How good is good enough? good enough? Motorola Motorola’ ’s s “ “Six Sigma Six Sigma” ” –6σ minimum from process center to nearest spec 1 2 3 1 0 2 3 12σ 6σ
  • 19. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 19 Motorola Motorola’ ’s s “ “Six Sigma Six Sigma” ” ’ Implies 2 ppB “bad” with no process shift ’ With 1.5σ shift in either direction from center (process will move), implies 3.4 ppm “bad”. 1 2 3 1 0 2 3 12σ
  • 20. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 20 Step 5 Step 5 – – Control Control ’ Statistical Process Control (SPC) –Use data from the actual process –Estimate distributions –Look at capability - is good quality possible –Statistically monitor the process over time
  • 21. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 21 Analytical Tools for Six Sigma and Continuous Improvement: Flow Chart No, Continue
 Material Received from Supplier Inspect Material for Defects Defects found? Return to Supplier for Credit Yes Can be used to find quality problems Can be used to find quality problems
  • 22. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 22 Analytical Tools for Six Sigma and Continuous Improvement: Run Chart Can be used to identify when equipment or processes are not behaving according to specifications Can be used to identify when equipment or processes are not behaving according to specifications 0.44 0.46 0.48 0.5 0.52 0.54 0.56 0.58 1 2 3 4 5 6 7 8 9 10 11 12 Time (Hours) Diameter
  • 23. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 23 Analytical Tools for Six Sigma and Continuous Improvement: Pareto Analysis Can be used to find when 80% of the problems may be attributed to 20% of the causes Can be used to find when 80% of the problems may be attributed to 20% of the causes Assy. Instruct. Frequency Design Purch. Training 80%
  • 24. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 24 Analytical Tools for Six Sigma and Continuous Improvement: Checksheet Billing Errors Wrong Account Wrong Amount A/R Errors Wrong Account Wrong Amount Monday Can be used to keep track of defects or used to make sure people collect data in a correct manner Can be used to keep track of defects or used to make sure people collect data in a correct manner
  • 25. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 25 Analytical Tools for Six Sigma and Continuous Improvement: Histogram Number of Lots Data Ranges Defects in lot 0 1 2 3 4 Can be used to identify the frequency of quality defect occurrence and display quality performance Can be used to identify the frequency of quality defect occurrence and display quality performance
  • 26. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 26 Analytical Tools for Six Sigma and Continuous Improvement: Cause & Effect Diagram Effect Man Machine Material Method Environment Possible causes: Possible causes: The results or effect The results or effect Can be used to systematically track backwards to find a possible cause of a quality problem (or effect) Can be used to systematically track backwards to find a possible cause of a quality problem (or effect)
  • 27. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 27 Analytical Tools for Six Sigma and Continuous Improvement: Control Charts Can be used to monitor ongoing production process quality and quality conformance to stated standards of quality Can be used to monitor ongoing production process quality and quality conformance to stated standards of quality 970 980 990 1000 1010 1020 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 LCL UCL
  • 28. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 28 Other Six Sigma Tools ’ Failure Mode and Effect Analysis (FMEA) is a structured approach to identify, estimate, prioritize, and evaluate risk of possible failures at each stage in the process ’ Design of Experiments (DOE) a statistical test to determine cause- and-effect relationships between process variables and output
  • 29. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 29 Six Sigma Roles and Responsibilities 1. Executive leaders must champion the process of improvement 2. Corporation-wide training in Six Sigma concepts and tools 3. Setting stretch objectives for improvement 4. Continuous reinforcement and rewards
  • 30. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 30 The Shingo System: Fail-Safe Design ’ Shingo’s argument: – SQC methods do not prevent defects – Defects arise when people make errors – Defects can be prevented by providing workers with feedback on errors ’ Poka-Yoke includes: – Checklists – Special tooling that prevents workers from making errors
  • 31. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 31 ISO 9000 ’ Series of standards agreed upon by the International Organization for Standardization (ISO) ’ Adopted in 1987 ’ More than 100 countries ’ A prerequisite for global competition? ’ ISO 9000 directs you to "document what you do and then do as you documented"
  • 32. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 32 Three Forms of ISO Certification 1. First party: A firm audits itself against ISO 9000 standards 2. Second party: A customer audits its supplier 3. Third party: A "qualified" national or international standards or certifying agency serves as auditor
  • 33. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 33 External Benchmarking Steps 1. Identify those processes needing improvement 2. Identify a firm that is the world leader in performing the process 3. Contact the managers of that company and make a personal visit to interview managers and workers 4. Analyze data
  • 34. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 34 Service Quality Measurement:Servqual ’ A perceived service quality questionnaire survey methodology ’ Examines “Dimensions of Service Quality” including: Reliability, Responsiveness, Assurance, Empathy, and Tangibles (e.g., appearance of physical facilities, equipment, etc.)
  • 35. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 35 Service Quality Measurement: Servqual (Continued) ’ New version of this methodology is called “e-Service Quality” dealing service on the Internet ’ Dimensions of Service Quality on the e- Service methodology include: Reliability, Responsiveness, Access, Flexibility, Ease of Navigation, Efficiency, Assurance/Trust, Security/Privacy, Price Knowledge, Site Aesthetics, and Customization/Personalization
  • 36. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 36 ’ 1.0 Leadership (125 points) ’ 2.0 Strategic Planning (85 points) ’ 3.0 Customer and Market Focus (85 points) ’ 4.0 Information and Analysis (85 points) ’ 5.0 Human Resource Focus (85 Points) ’ 6.0 Process Management (85 points) ’ 7.0 Business Results (450 points) Malcolm Baldrige National Quality Award
  • 37. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 37 Categories for the Baldrige Award ’ Manufacturing companies or subsidiaries that – produce and sell manufactured products or manufacturing processes or – produce agricultural, mining, or construction products. ’ Service companies or subsidiaries that sell service ’ Small businesses ’ Health care organizations ’ Educational institutions
  • 38. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 38 Question Bowl Which of the following are Dimensions of Design Quality? a. Performance b. Durability c. Aesthetics d. All of the above e. None of the above
  • 39. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 39 Question Bowl Approximately what percentage of every sales dollar is allocated to the “cost of quality”? a. Less than 5% b. About 10% c. Between 15 and 20 % d. More than 30% e. None of the above
  • 40. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 40 Question Bowl Which of the following are classifications of the “cost of quality”? a. Appraisal costs b. Prevention costs c. Internal failure costs d. External failure costs e. All of the above
  • 41. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 41 Question Bowl Which of the following are functions of a quality control department? a. Testing product designs for reliability b. Gathering product performance data c. Planning and budgeting the QC program d. All of the above e. None of the above
  • 42. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 42 Question Bowl Which of the following is a Critical Customer Requirement (CCR) in the context of a Six Sigma program? a. DMAIC b. DPMO c. PCDA d. DOE e. None of the above
  • 43. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 43 Answer: e. None of the above (The CCR is the criteria that is used to define desired quality. Processing a loan in 10 days is an example of a CCR.)
  • 44. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 44 Question Bowl The DMAIC cycle of Six Sigma is similar to which of the following quality management topics? a. Continuous improvement b. Servqual c. ISO 9000 d. External benchmarking e. None of the above
  • 45. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 45 Question Bowl The “A” in DMAIC stands for which of the following? a. Always b. Accessibility c. Analyze d. Act e. None of the above
  • 46. McGraw-Hill/Irwin © 2006 The McGraw-Hill Companies, Inc., All Rights Reserved. 46 Question Bowl Which of the following analytical tools depict trends in quality data over time? a. Flowcharts b. Run charts c. Pareto charts d. Checksheets e. Cause and effect diagrams