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CHAPTER 3: QUALITY IMPROVEMENT
Outline Process improvement PDSA cycle Process improvement steps Tools
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Plan Act Study The P-D-S-A Cycle Do
Identify problem. Develop plan for improvement. Do Act Institutionalize improvement. Continue cycle. Implement plan on test basis The P-D-C-A cycle, promoted by Deming, is the basis for continuous improvement. It differs from traditional problem solving in that problems are prioritized and addressed one at a time, and a solution is implemented on a small scale first and verified that it works before implementing on a large scale. After the most important problem has been solved, the group moves on to the problem, cause or solution with the next highest priority and follows the same cycle. This repetitive enactment of the cycle creates a spiral of improvement that can continue indefinitely. Study Is the plan working?
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Steps in Process Improvement
Plan 1: Recognize problem 2: Form quality improvement teams 3: Define problem 4: Develop performance measures 5: Analyze problem 6: Determine possible causes
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Steps in Process Improvement
Do 7: Implement solution Study 8: Evaluate solution Act 9: Ensure performance 10: Continuous improvement
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Plan: Steps 1 and 2 1: Recognize problem
Existence of the problem is outlined In general terms, specifics are not clearly defined Solvability and availability of resources are determined 2: Form quality improvement teams Interdisciplinary Specified time frame Quality circle
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Plan: Step 3 3: Define the problem Define the problem and its scope
Pareto analysis Brainstorming Why-why diagram
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Pareto Chart 50 100 80 30 60 40 10 20 Cumulative percentage
Number of defects 100 80 60 40 20 50 30 10 Cumulative percentage The next sequence translates the data from the checklist to a Pareto chart. 10
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Pareto Chart 50 100 80 30 60 C 40 10 20 Cumulative percentage
Defect type C D A B Number of defects 100 80 60 40 20 50 30 10 Cumulative percentage The four defect types are charted with the chart height being the relative frequency of occurrence and the defects ordered in descending order of magnitude. This is a discrete chart, one of the two ways Pareto charts are commonly constructed. 11
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Pareto Chart 50 100 80 30 60 C 40 10 20 Cumulative percentage
Number of defects 100 80 60 40 20 50 30 10 Cumulative percentage Defect type C D A B This chart adds the cumulative line to the chart showing the alternate charting technique. 12
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Percent from each cause
Pareto Chart 10 20 30 40 50 60 70 (64) Percent from each cause (13) (10) (6) (3) (2) (2) Pareto analysis uses an ordered histogram to highlight the major causes of quality problems. Poor Design Defective parts Machine calibrations Operator errors Wrong dimensions Defective materials Surface abrasions Causes of poor quality
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Why-Why Diagram A technique to understand the problem
Does not locate a solution The process leads to many reasons the original problem occurred Example: A mail-order company has a goal or reducing the amount of time a customer has to wait in order to place an order. Create a why-why diagram about waiting on the telephone.
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Why-Why Diagram Workers not scheduled at peak times Why? Waiting on
the phone to place an order Insufficient operators available Why? Why? Low pay Many customers calling at the same time All catalogs shipped at the same time Why? Why?
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Plan: Step 4 4: Develop performance measures
Set some measurable goals which will indicate solution of the problem Some financial measures: costs, return on investment, value added, asset utilization Some customer-oriented measures: response times, delivery times, product or service functionality, price Some organization-oriented measures: employee retention, productivity, information system capabilities
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Plan: Steps 5 and 6 5: Analyze problem
List all the steps involved in the existing process and identify potential constraints and opportunities of improvement Flowchart 6: Determine possible causes Determines potential causes of the problem Cause and effect diagrams, check sheets, histograms, scatter diagrams, control charts, run charts
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Flowchart Operation Delay Storage Transportation Inspection Decision
A flowchart diagrams the steps in a process. Flowcharts help problem solvers better understand the process so they can highlight quality problems.
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Flowchart Enter emergency room Fill out Nurse patient Walk to
history Nurse inspects injury Walk to triage room Return to waiting room Wait for ER bed Walk to ER bed A flowchart diagrams the steps in a process. Flowcharts help problem solvers better understand the process so they can highlight quality problems. Walk to Radiology Doctor inspects injury Wait for doctor
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Flowchart Walk to radiology Technician X-rays patient Wait for
doctor to return Doctor provides diagnosis Return to ER bed Return to Waiting A flowchart diagrams the steps in a process. Flowcharts help problem solvers better understand the process so they can highlight quality problems. Leave Building Walk to pharmacy Pickup prescription Checkout
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Cause and Effect Diagram
Common categories of problems in manufacturing 5 M’s and an E Machines, methods, materials, men/women, measurement and environment Common categories of problems in service 3 P’s and an E Procedures, policies, people and equipment
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Cause and Effect Diagram
Measurement Men/Women Machines Faulty testing equipment Poor supervision Out of adjustment Incorrect specifications Lack of concentration Tooling problems Improper methods Inadequate training Old / worn Quality Problem Inaccurate temperature control Poor process design Defective from vendor Ineffective quality management Not to specifications Dust and Dirt Material- handling problems Deficiencies in product design Environment Materials Methods
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Check Sheet Integrated Circuits ||||
COMPONENTS REPLACED BY LAB TIME PERIOD: 22 Feb to 27 Feb 1998 REPAIR TECHNICIAN: Bob TV SET MODEL 1013 Integrated Circuits |||| Capacitors |||| |||| |||| |||| |||| || Resistors || Transformers |||| Commands CRT | A check sheet is a fact-finding tool used to collect data about quality problems. A typical check sheet tallies the number of defects by previously identified categories. The next step is to graph the defects per category in a histogram.
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Telephone call duration, min
Histogram 5 10 15 20 25 30 35 40 Frequency of calls Histograms are graphical frequency tables that visually capture and display the variation in a set of data. Telephone call duration, min
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Scatter Diagram Number of tears . Rotor speed, rpm
Scatter diagrams and tightness of points plotted on the graph gives an indication of the strength of the relationship. A cluster of points resembling a straight line indicates the strongest correlation between the variables. In this graph, there is a strong positive correlation between x and y. Rotor speed, rpm
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Control Chart 27 24 UCL = 23.35 21 c = 12.67 18 15 Number of defects
9 Process control involves monitoring a production process and charting the results on a control chart. If any of the points plotted falls outside the control limits, the process is out-of-control. 6 LCL = 1.99 3 2 4 6 8 10 12 14 16 Sample number
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Do: Step 7 7: Implement the solution The solution should
prevent a recurrence of the problem address the root cause of the problem be cost effective be implemented within a reasonable amount of time Force-field analysis
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Do: Step 7 Force-field analysis A chart that lists
the positive or driving forces that encourages improvement as well as the restraining forces that hinders improvement Actions necessary for improvement
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Do: Step 7 Example: create a force-field diagram for the following problem: Bicycles are being stolen at a local campus. Campus security is considering changes in the bike rack design, bike parking restrictions and bike registration to try to reduce thefts. Thieves have been using hacksaws and bolt cutters to remove locks from the bikes
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Reading Chapter 3: Reading pp (2nd ed.), pp (3rd ed.)
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