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Simple Quality Improvement
Techniques for South Carolina
Businesses and Organizations




         (C) Quality Minds Inc July 2009
All South Carolina Businesses and
 Organizations Should Embrace
     Continuous Improvement
• No business or organization should ever
  rest on its laurels
• To stay ahead of your competition and to
  survive in tough economic times, South
  Carolina businesses and organizations
  should continuously work to improve
  quality of products and services, costs of
  products and services, and delivery of
  products and services
               (C) Quality Minds Inc July 2009
A Simple Technique for Continuous
      Quality Improvement
• TPAP is the acronym for the technique
  – Trend Chart
    • Shows performance over time
  – Pareto Analysis
    • Helps you focus on the vital opportunities for
      improvement
  – Action
    • Take actions to improve quality
  – Paynter Chart
    • Verify quality improvement

                  (C) Quality Minds Inc July 2009
What are you trying to improve?
• Be clear on what you are trying to improve
• The “what” is often called the response
  variable or “green Y”
• Make sure you can measure the response
  variable




               (C) Quality Minds Inc July 2009
Create a Trend Chart of the
               Response Variable
• A trend chart presents
  data in a time sequence                  Trend Analysis of Shooting Percentage for an Eighth Grade Basketball Team

  mode                                                                                           50.00%                                        Variable
                                                                                                                                               FG Shooting %

• How has the response                                                                                                                         Mean




                                           P e r c e n t a g e o f S h o t s M a d e in Ga m e
                                                                                                 45.00%
  variable behaved over
  time? Are there any                                                                            40.00%

  patterns to the behavior?
                                                                                                 35.00%
• Steps for Creating a
  Trend Chart                                                                                    30.00%
   – Draw an x and y axis
   – The time variable will be on the x                                                          25.00%
     axis and the response variable will
     be on the y axis                                                                            20.00%
   – Plot the response variable in the                                                                    2   4   6   8    10   12   14   16
     time sequence of the data                                                                                         Game
   – Interpret the chart

                               (C) Quality Minds Inc July 2009
Create a Pareto Diagram of the
Opportunities for Improvement
• 80/20 rule: Approximately 80% of
  problems are caused by approximately
  20% of problem categories
• A pareto diagram helps you focus on the
  vital few opportunities for improvement
• The pareto diagram helps you best utilize
  your resources. You will be working on
  the right things.
               (C) Quality Minds Inc July 2009
How To Create a Pareto Diagram
                                                Defect       Total      Percent of   Cumulative   Cumulative
                                               Category    Defectives     Total        Total       Percent
•   Step 1: Write the categories in            Emulsion-      67          23.9          67           23.9
    descending order along with the              glue
    amount for each category                    Oil/Dirt      59          21.1          126          45
•   Step 2: Add up the amount to get a
    total amount                               Hot melt-      30          10.7          156          55.7
                                                 glue
•   Step 3: For each category, calculate
    the percent of the total amount. (This      Sewing
                                                Thread
                                                              29          10.4          185          66.1
    will be the height of each bar)
                                                Gilding       28          10.0          213          76.1
•   Step 4: Write a cumulative total beside     defects
    each category. (This will be used to      End Sheet       25           8.9          238          85
    plot the straight line on the Pareto
    Diagram)                                    Case          17           6.1          255          91.1
•   Step 5: For each category, calculate       Damage
    the cumulative percentage                   Square        17           6.1          272          97.1
•   Step 6: Create the pareto diagram.         Variation

    The height of each bar is the               Head           6           2.1          278          99.3
    percentage from step three. Draw in         Bands

    the cumulative line using the               Upside         2           0.7          280         100.0
    percentage from step five                   down
                                                books
                                                 Total        280



                               (C) Quality Minds Inc July 2009
Example of Pareto Diagram
                                              Pareto Chart of Paint Defects

                                           90                                                                                100

                                           80
 umber of Defectives




                                                                                                                             80
                                           70
                                           60




                                                                                                                                   Percent
                                                                                                                             60
                                           50
                                           40                                                                                40
                                           30
                                           20                                                                                20
N




                                           10
                                           0                                                                                 0
                           Paint Defects                   ay     un
                                                                    s        s         er        tte
                                                                                                     r         nt      er
                                                         pr     R        r ip      is t                     ai       th
                                                       S                D        Bl           la           P        O
                                                   t                                        Sp          ad
                                              Li gh                                                    B
                       Number of Defectives                30      25      11         10           7           5         4
                                   Percent               32.6    27.2    12.0       10.9         7.6         5.4       4.3
                                   Cum %                 32.6    59.8    71.7       82.6        90.2        95.7     100.0

                                                       (C) Quality Minds Inc July 2009
Take Action on the Opportunity for Improvement
    Using the PDCA Cycle of Improvement
                                                           Plan                        Avoid the “shot gun” approach. Have a plan.
                                                                                       Decide what you want to do and how you will do it.
                                                                                       You don’t know if it will work but put your best foot
                                                                                       forward. Think ahead to the check phase and
                                                                                       decide now how you will measure results.



You have planned, done, and
checked. Now you must
decide what to do with the
results of your check. The
                                     Act                                              Do              Once you have a plan, carry out
options typically include:                                                                            the change or test on a small
Adopt the change                                       Continuous                                     scale to minimize disruption to
Abandon it and go back to                              Improvement of                                 normal activity. Example: Don’t
the drawing board                                      Work Processes                                 run a trial (with a process
Run it through the cycle                                                                              change) for an entire week. If it
again using a different area,                                                                         fails, the costs could be high. Try
running a larger scale trial, or                                                                      it on a smaller scale (ex. one half
making the trial more                                                                                 shift) first. It is important to do
complex.                                                                                              something. The best plans are
Start over at the planning                                                                            worthless if they are not carried
phase                                                                                                 out.




                                                           Check
                                   In the Plan phase, you should have decided how to measure the results of
                                   the Do phase. After completing the Do phase, check to see if the changes
                                   or tests are working (What did you learn? What went right? What went
                                   wrong? What does the data mean?)

                                                (C) Quality Minds Inc July 2009
The Structure of Improvement
              Actions
• What is the action?
• Who is responsible for the action?
• When will the action be completed?




              (C) Quality Minds Inc July 2009
Verify the Improvement Action
• There must be a process             Defect       Day
                                                    1  2     3   4   5    6    7 8   9
  for monitoring the
  effectiveness of                    Emulsion             C
                                      -glue          7   6 3     0   0    0    0 0   0
  improvement action.
   – Simply put, the problem          Oil/Dirt                            C
     must not be seen after the                      3   4   5   7   10   13   0 0   0
     action is taken.                 Hot Melt
• Paynter chart is a great            glue

  tool for verifying                  Sewing
  improvement action.                 Thread

                                      Gilding
                                      Defects

                       (C) Quality Minds Inc July 2009
Quality Team Improvement Boards
• Sometimes called story boards
• Used to summarize the activities of quality improvement
  teams
• There is no set format. It is left to the creativity of the
  team.
• Keep it simple-I suggest the following:
   –   Trend Chart
   –   Pareto Chart
   –   Process Flow Diagram
   –   5W2H Problem Definition
   –   Fishbone Diagram
   –   Nominal Technique
   –   Corrective Action (PDCA)
   –   Paynter Chart
                       (C) Quality Minds Inc July 2009
Team Story Board
                                                                    Exteme Values


          30                                                                                                                                                                                   Fishbone Diagram
Trend
          20
          10
          0
                                                   M          T    W          Th       F           Sa          S        M           T

                                             100


                                             90


                                             80




                                                                                                                                          Cumulative Percentage of Total Defectives
Pareto
                                             70
               Percent of Total Defectives




                                             60


                                             50


                                             40


                                             30
                                                                                                                                                                                                   Nominal Technique
                                             20


                                             10


                                              0
                                                   Emulsion-Glue   Oil/Dirt        Hot Melt-Glue        Sewing Thread   Gilding Defects




                                                                                                                                                                                                         T1   T2   T3   T4    T5    T
Process
 Flow
                                                   Who
                                                   What                                                                                                                               Action Plan                  Paynter Chart
                                                                                                                                                                                            Plan                         M    T    W Th
                                                   When
5W2H                                               Where
                                                                                                                                                                                                                   Defect 8   5    6C 0
                                                                                                                                                                                      Act           Do
                                                   Why
                                                   How Detected
                                                   How Many                                                                                                                                 Check


                                                                                                    (C) Quality Minds Inc July 2009

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Simple Quality Improvement Techniques For South Carolina Businesses And Organizations

  • 1. Simple Quality Improvement Techniques for South Carolina Businesses and Organizations (C) Quality Minds Inc July 2009
  • 2. All South Carolina Businesses and Organizations Should Embrace Continuous Improvement • No business or organization should ever rest on its laurels • To stay ahead of your competition and to survive in tough economic times, South Carolina businesses and organizations should continuously work to improve quality of products and services, costs of products and services, and delivery of products and services (C) Quality Minds Inc July 2009
  • 3. A Simple Technique for Continuous Quality Improvement • TPAP is the acronym for the technique – Trend Chart • Shows performance over time – Pareto Analysis • Helps you focus on the vital opportunities for improvement – Action • Take actions to improve quality – Paynter Chart • Verify quality improvement (C) Quality Minds Inc July 2009
  • 4. What are you trying to improve? • Be clear on what you are trying to improve • The “what” is often called the response variable or “green Y” • Make sure you can measure the response variable (C) Quality Minds Inc July 2009
  • 5. Create a Trend Chart of the Response Variable • A trend chart presents data in a time sequence Trend Analysis of Shooting Percentage for an Eighth Grade Basketball Team mode 50.00% Variable FG Shooting % • How has the response Mean P e r c e n t a g e o f S h o t s M a d e in Ga m e 45.00% variable behaved over time? Are there any 40.00% patterns to the behavior? 35.00% • Steps for Creating a Trend Chart 30.00% – Draw an x and y axis – The time variable will be on the x 25.00% axis and the response variable will be on the y axis 20.00% – Plot the response variable in the 2 4 6 8 10 12 14 16 time sequence of the data Game – Interpret the chart (C) Quality Minds Inc July 2009
  • 6. Create a Pareto Diagram of the Opportunities for Improvement • 80/20 rule: Approximately 80% of problems are caused by approximately 20% of problem categories • A pareto diagram helps you focus on the vital few opportunities for improvement • The pareto diagram helps you best utilize your resources. You will be working on the right things. (C) Quality Minds Inc July 2009
  • 7. How To Create a Pareto Diagram Defect Total Percent of Cumulative Cumulative Category Defectives Total Total Percent • Step 1: Write the categories in Emulsion- 67 23.9 67 23.9 descending order along with the glue amount for each category Oil/Dirt 59 21.1 126 45 • Step 2: Add up the amount to get a total amount Hot melt- 30 10.7 156 55.7 glue • Step 3: For each category, calculate the percent of the total amount. (This Sewing Thread 29 10.4 185 66.1 will be the height of each bar) Gilding 28 10.0 213 76.1 • Step 4: Write a cumulative total beside defects each category. (This will be used to End Sheet 25 8.9 238 85 plot the straight line on the Pareto Diagram) Case 17 6.1 255 91.1 • Step 5: For each category, calculate Damage the cumulative percentage Square 17 6.1 272 97.1 • Step 6: Create the pareto diagram. Variation The height of each bar is the Head 6 2.1 278 99.3 percentage from step three. Draw in Bands the cumulative line using the Upside 2 0.7 280 100.0 percentage from step five down books Total 280 (C) Quality Minds Inc July 2009
  • 8. Example of Pareto Diagram Pareto Chart of Paint Defects 90 100 80 umber of Defectives 80 70 60 Percent 60 50 40 40 30 20 20 N 10 0 0 Paint Defects ay un s s er tte r nt er pr R r ip is t ai th S D Bl la P O t Sp ad Li gh B Number of Defectives 30 25 11 10 7 5 4 Percent 32.6 27.2 12.0 10.9 7.6 5.4 4.3 Cum % 32.6 59.8 71.7 82.6 90.2 95.7 100.0 (C) Quality Minds Inc July 2009
  • 9. Take Action on the Opportunity for Improvement Using the PDCA Cycle of Improvement Plan Avoid the “shot gun” approach. Have a plan. Decide what you want to do and how you will do it. You don’t know if it will work but put your best foot forward. Think ahead to the check phase and decide now how you will measure results. You have planned, done, and checked. Now you must decide what to do with the results of your check. The Act Do Once you have a plan, carry out options typically include: the change or test on a small Adopt the change Continuous scale to minimize disruption to Abandon it and go back to Improvement of normal activity. Example: Don’t the drawing board Work Processes run a trial (with a process Run it through the cycle change) for an entire week. If it again using a different area, fails, the costs could be high. Try running a larger scale trial, or it on a smaller scale (ex. one half making the trial more shift) first. It is important to do complex. something. The best plans are Start over at the planning worthless if they are not carried phase out. Check In the Plan phase, you should have decided how to measure the results of the Do phase. After completing the Do phase, check to see if the changes or tests are working (What did you learn? What went right? What went wrong? What does the data mean?) (C) Quality Minds Inc July 2009
  • 10. The Structure of Improvement Actions • What is the action? • Who is responsible for the action? • When will the action be completed? (C) Quality Minds Inc July 2009
  • 11. Verify the Improvement Action • There must be a process Defect Day 1 2 3 4 5 6 7 8 9 for monitoring the effectiveness of Emulsion C -glue 7 6 3 0 0 0 0 0 0 improvement action. – Simply put, the problem Oil/Dirt C must not be seen after the 3 4 5 7 10 13 0 0 0 action is taken. Hot Melt • Paynter chart is a great glue tool for verifying Sewing improvement action. Thread Gilding Defects (C) Quality Minds Inc July 2009
  • 12. Quality Team Improvement Boards • Sometimes called story boards • Used to summarize the activities of quality improvement teams • There is no set format. It is left to the creativity of the team. • Keep it simple-I suggest the following: – Trend Chart – Pareto Chart – Process Flow Diagram – 5W2H Problem Definition – Fishbone Diagram – Nominal Technique – Corrective Action (PDCA) – Paynter Chart (C) Quality Minds Inc July 2009
  • 13. Team Story Board Exteme Values 30 Fishbone Diagram Trend 20 10 0 M T W Th F Sa S M T 100 90 80 Cumulative Percentage of Total Defectives Pareto 70 Percent of Total Defectives 60 50 40 30 Nominal Technique 20 10 0 Emulsion-Glue Oil/Dirt Hot Melt-Glue Sewing Thread Gilding Defects T1 T2 T3 T4 T5 T Process Flow Who What Action Plan Paynter Chart Plan M T W Th When 5W2H Where Defect 8 5 6C 0 Act Do Why How Detected How Many Check (C) Quality Minds Inc July 2009