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7 QUALITY TOOLS
What are the Basic Seven Tools of
Quality?
 Fishbone Diagrams
 Histograms
 Pareto Analysis
 Flowcharts
 Scatter Plots
 Run Charts
 Control Charts
Fishbone Diagram
 No statistics involved
 Maps out a process/problem
 Makes improvement easier
 Looks like a “Fish Skeleton”
Constructing a Fishbone Diagram
 Step 1 - Identify the Problem
 Step 2 - Draw “spine” and “bones”
Example: High Inventory Shrinkage at local Drug Store
Shrinkage
Constructing a Fishbone
Diagram
 Step 3 - Identify different areas where problems may
arise from
Ex. : High Inventory Shrinkage at local Drug Store
Shrinkage
employees
shoplifters
Constructing a Fishbone
Diagram
 Step 4 - Identify what these specific causes could be
Ex. : High Inventory Shrinkage at local Drug Store
Shrinkage
shoplifters
Anti-theft tags poorly designed
Expensive merchandise out
in the open
No security/ surveillance
Constructing a Fishbone Diagram
 Ex. : High Inventory Shrinkage at local Drug Store
Shrinkage
shoplifters
Anti-theft tags poorly designed
Expensive merchandise out in the open
No security/ surveillance
employees
attitude
new trainee
training
benefits practices
Constructing a Fishbone Diagram
 Step 5 – Use the finished diagram to brainstorm
solutions to the main problems.
Histograms
 Bar chart
 Used to graphically represent groups of data
Constructing a Histogram
From a set of data compute
 sum
 mean (x)
 Max
 Min
 Range (max-min)
Constructing a Histogram
 Use range to estimate beginning and end
 Calculate the width of each column by dividing
the range by the number of columns
Range
# of Columns
= Width
Acme Pizza Example
 Let’s say the owner wants a distribution of Acme’s
Thursday Night Sales
Data Set from last Thursday(slices)
0 2 1 2 2 4 1 3 1 2 1 2 2 4 3 4 1 4 3 2 2 3 2 1 2 2 1 2 2 1 4 2 2 1 2 1 2 2
1 2 1 2 1 2 1 2 1 2 1 2 2 2 1 2 1 2 1 1 2 2 2 3 1 4 2 2 3 2 2 2 1 2 3 2 2 4
2 2 4 4 1 2 2 2 3 2 2 1 2 2 4 2 1 2 4 2 1 7 2 1 2 2 3 1 2 1 1 2 1 2 2 2 1 2
2 1 2 1 2 2 2 4 2 4
Acme Pizza Example
Mean = 2.032258
Max = 7
Min = 0
Range = 7
Question
For 7 columns what would the width be?
Range/Columns=7/7=1 slice
Acme Pizza Example
33
65
8
12
0 0 1
0
10
20
30
40
50
60
70
1 2 3 4 5 6 7
Slices of Pizza
Histogram
Constructing a Histogram
How is this helpful to Acme?
 2 slices of pizza most common order placed
 Distribution of sales useful for forecasting next
Thursday’s late night demand
If you were an Acme manager how could you
apply this information?
 Very similar to Histograms
 Use of the 80/20 rule
 Use of percentages to show importance
Pareto Analysis
Acme Pizza (part 2)
Slices Frequency %
0 1 .3
1 33 13.09
2 65 25.79
3 8 3.17
4 12 4.76
5 0 0
6 0 0
7 1 .3
Acme Pizza (part 2)
 The completed Pareto Analysis results in the following graph:
0
10
20
30
40
50
60
70
1 2 3 4 5 6 7
Slices of Pizza
2 1 4 3 7 5 6
Acme Pizza (part 2)
Critical Thinking
 How does the Pareto Analysis differ from the
Histogram?
 How can this be a useful tool to the Acme boss?
The Basic Seven (B7) Tools of
Quality
Flowcharts
 A graphical picture of a PROCESS
Process Decision
The process flow
Flowcharts
Don’t Forget to:
 Define symbols before beginning
 Stay consistent
 Check that process is accurate
Acme Pizza Example
(Flowchart)
Window Take Customer Money?
(start) Order
Get Pizza
Lockup
Put More in
Oven 2 Pies
Available?
Time
to close?
Take to Customer
no
yes
no
yes
no
yes
How can we use the flowchart to analyze
improvement ideas from the Histogram?
Window Take Customer Money?
(start) Order
Get Pizza
Lockup
Put More in
Oven 2 Pies
Available?
Time
to close?
Take to Customer
no
yes
no
yes
no
yes
Want some practice?
Make a flowchart for:
 Taking a shower
 Cooking dinner
 Driving a car
 Having a party
 Creating a Flowchart
Any other processes you can think of?
The Basic Seven (B7) Tools of
Quality
Scatter Plots
2 Dimensional X/Y plots
Used to show relationship between
independent(x) and dependent(y)
variables
Acme Pizza (Scatter
Diagram)
Minutes Cooking Defective Pies
10 1
45 8
30 5
75 20
60 14
20 4
25 6
In this simple example, you can find the existing relationship
without much difficulty but…
Scatter Diagrams
0
5
10
15
20
25
0 20 40 60 80
•Easier to see direct
relationship
Time Cooking (minutes)
Scatter Diagrams
As a quality tool
 What does this tell Acme management about their
processes?
 Improvements?
0
5
10
15
20
25
0 20 40 60 80
Time Cooking (minutes)
The Basic Seven (B7) Tools of
Quality
Run charts
Time-based (x-axis)
Cyclical
Look for patterns
Run Charts
8 9 10 11 12 1 2 3 4 8 9 10 11 12 1 2 3 4 8 9 10 11 12 1 2 3 4
PM- AM PM- AM PM- AM
Thursday
Week 1
Thursday
Week 2
Thursday
Week 3
Slices/hour
Time
The Basic Seven (B7) Tools of
Quality
Control Charts
Deviation from Mean
Upper and Lower Spec’s
Range
Control Charts
Upper Limit
Lower Limit
Unacceptable
deviation
X
Control Charts
Acme Pizza Management wants to get
in on the control chart action
•Average Diameter = 16 inches
•Upper Limit = 17 inches
•Lower Limit = 15 inches
Acme example Control Charts
Upper Limit
17 inches
Lower Limit
15 Inches
Small Pie
X
16 inches=
Acme example #50
Control Charts
•Pies within specifications were
acceptable
•One abnormally small pie is
“uncommon”
•Should be examined for quality control
Summary
 Basic Seven Tools of Quality
 Measuring data
 Quality Analysis
 “Democratized statistics”
Bibliography
 Foster, Thomas. Managing Quality. An Integrative Approach. Upper
Saddle River : Prentice Hall, 2001.
 Stevenson, William. “Supercharging Your Pareto Analysis.” Quality
Progress October 2000: 51-55.
 “Dr Kaoru Ishikawa.” Internet
“http://www.dti.gov.uk/mbp/bpgt/m9ja00001/m9j
a0000110.html.” 16 February 2001.
 “Chemical and Process Engineering.” Internet.
“http://lorien.ncl.ac.uk/ming/spc/spc8.htm.” 17 February
2001.

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Quality Tools.ppt

  • 2. What are the Basic Seven Tools of Quality?  Fishbone Diagrams  Histograms  Pareto Analysis  Flowcharts  Scatter Plots  Run Charts  Control Charts
  • 3. Fishbone Diagram  No statistics involved  Maps out a process/problem  Makes improvement easier  Looks like a “Fish Skeleton”
  • 4. Constructing a Fishbone Diagram  Step 1 - Identify the Problem  Step 2 - Draw “spine” and “bones” Example: High Inventory Shrinkage at local Drug Store Shrinkage
  • 5. Constructing a Fishbone Diagram  Step 3 - Identify different areas where problems may arise from Ex. : High Inventory Shrinkage at local Drug Store Shrinkage employees shoplifters
  • 6. Constructing a Fishbone Diagram  Step 4 - Identify what these specific causes could be Ex. : High Inventory Shrinkage at local Drug Store Shrinkage shoplifters Anti-theft tags poorly designed Expensive merchandise out in the open No security/ surveillance
  • 7. Constructing a Fishbone Diagram  Ex. : High Inventory Shrinkage at local Drug Store Shrinkage shoplifters Anti-theft tags poorly designed Expensive merchandise out in the open No security/ surveillance employees attitude new trainee training benefits practices
  • 8. Constructing a Fishbone Diagram  Step 5 – Use the finished diagram to brainstorm solutions to the main problems.
  • 9. Histograms  Bar chart  Used to graphically represent groups of data
  • 10. Constructing a Histogram From a set of data compute  sum  mean (x)  Max  Min  Range (max-min)
  • 11. Constructing a Histogram  Use range to estimate beginning and end  Calculate the width of each column by dividing the range by the number of columns Range # of Columns = Width
  • 12. Acme Pizza Example  Let’s say the owner wants a distribution of Acme’s Thursday Night Sales Data Set from last Thursday(slices) 0 2 1 2 2 4 1 3 1 2 1 2 2 4 3 4 1 4 3 2 2 3 2 1 2 2 1 2 2 1 4 2 2 1 2 1 2 2 1 2 1 2 1 2 1 2 1 2 1 2 2 2 1 2 1 2 1 1 2 2 2 3 1 4 2 2 3 2 2 2 1 2 3 2 2 4 2 2 4 4 1 2 2 2 3 2 2 1 2 2 4 2 1 2 4 2 1 7 2 1 2 2 3 1 2 1 1 2 1 2 2 2 1 2 2 1 2 1 2 2 2 4 2 4
  • 13. Acme Pizza Example Mean = 2.032258 Max = 7 Min = 0 Range = 7 Question For 7 columns what would the width be? Range/Columns=7/7=1 slice
  • 14. Acme Pizza Example 33 65 8 12 0 0 1 0 10 20 30 40 50 60 70 1 2 3 4 5 6 7 Slices of Pizza Histogram
  • 15. Constructing a Histogram How is this helpful to Acme?  2 slices of pizza most common order placed  Distribution of sales useful for forecasting next Thursday’s late night demand If you were an Acme manager how could you apply this information?
  • 16.  Very similar to Histograms  Use of the 80/20 rule  Use of percentages to show importance Pareto Analysis
  • 17. Acme Pizza (part 2) Slices Frequency % 0 1 .3 1 33 13.09 2 65 25.79 3 8 3.17 4 12 4.76 5 0 0 6 0 0 7 1 .3
  • 18. Acme Pizza (part 2)  The completed Pareto Analysis results in the following graph: 0 10 20 30 40 50 60 70 1 2 3 4 5 6 7 Slices of Pizza 2 1 4 3 7 5 6
  • 19. Acme Pizza (part 2) Critical Thinking  How does the Pareto Analysis differ from the Histogram?  How can this be a useful tool to the Acme boss?
  • 20. The Basic Seven (B7) Tools of Quality Flowcharts  A graphical picture of a PROCESS Process Decision The process flow
  • 21. Flowcharts Don’t Forget to:  Define symbols before beginning  Stay consistent  Check that process is accurate
  • 22. Acme Pizza Example (Flowchart) Window Take Customer Money? (start) Order Get Pizza Lockup Put More in Oven 2 Pies Available? Time to close? Take to Customer no yes no yes no yes
  • 23. How can we use the flowchart to analyze improvement ideas from the Histogram? Window Take Customer Money? (start) Order Get Pizza Lockup Put More in Oven 2 Pies Available? Time to close? Take to Customer no yes no yes no yes
  • 24. Want some practice? Make a flowchart for:  Taking a shower  Cooking dinner  Driving a car  Having a party  Creating a Flowchart Any other processes you can think of?
  • 25. The Basic Seven (B7) Tools of Quality Scatter Plots 2 Dimensional X/Y plots Used to show relationship between independent(x) and dependent(y) variables
  • 26. Acme Pizza (Scatter Diagram) Minutes Cooking Defective Pies 10 1 45 8 30 5 75 20 60 14 20 4 25 6 In this simple example, you can find the existing relationship without much difficulty but…
  • 27. Scatter Diagrams 0 5 10 15 20 25 0 20 40 60 80 •Easier to see direct relationship Time Cooking (minutes)
  • 28. Scatter Diagrams As a quality tool  What does this tell Acme management about their processes?  Improvements? 0 5 10 15 20 25 0 20 40 60 80 Time Cooking (minutes)
  • 29. The Basic Seven (B7) Tools of Quality Run charts Time-based (x-axis) Cyclical Look for patterns
  • 30. Run Charts 8 9 10 11 12 1 2 3 4 8 9 10 11 12 1 2 3 4 8 9 10 11 12 1 2 3 4 PM- AM PM- AM PM- AM Thursday Week 1 Thursday Week 2 Thursday Week 3 Slices/hour Time
  • 31. The Basic Seven (B7) Tools of Quality Control Charts Deviation from Mean Upper and Lower Spec’s Range
  • 32. Control Charts Upper Limit Lower Limit Unacceptable deviation X
  • 33. Control Charts Acme Pizza Management wants to get in on the control chart action •Average Diameter = 16 inches •Upper Limit = 17 inches •Lower Limit = 15 inches
  • 34. Acme example Control Charts Upper Limit 17 inches Lower Limit 15 Inches Small Pie X 16 inches=
  • 35. Acme example #50 Control Charts •Pies within specifications were acceptable •One abnormally small pie is “uncommon” •Should be examined for quality control
  • 36. Summary  Basic Seven Tools of Quality  Measuring data  Quality Analysis  “Democratized statistics”
  • 37. Bibliography  Foster, Thomas. Managing Quality. An Integrative Approach. Upper Saddle River : Prentice Hall, 2001.  Stevenson, William. “Supercharging Your Pareto Analysis.” Quality Progress October 2000: 51-55.  “Dr Kaoru Ishikawa.” Internet “http://www.dti.gov.uk/mbp/bpgt/m9ja00001/m9j a0000110.html.” 16 February 2001.  “Chemical and Process Engineering.” Internet. “http://lorien.ncl.ac.uk/ming/spc/spc8.htm.” 17 February 2001.