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Quality Management Gábor Árva
Dept. of Management and Corporate Economics Faculty of Economic and Social Sciences Budapest University of Technology and Economics 5 April 2016
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Agenda for today Memo: 6 steps for process improvement
Quality Management Tools Cause and Effect Analysis (Ishikawa) Pareto Analysis
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6 steps to process improvement
Define the problem Identify and document the process Measure the performance Understand why Develop and test ideas Implement solutions and evaluate them
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Fishbone/Ishikawa/Cause and Effect diagram
Identifies, explores and graphically represents all of the possible causes related to a problem or a condition to discover its root causes. Helps the team to focus on the causes in increasing detail, not on the symptoms. Reveals the key relationships
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Fishbone analysis
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How to use Fishbone analysis
Step 1: Define the effect, or the undesirable result, which is the problem to be solved, and write it to the head of the fish Step 2: Write the categories of causes as branches from the main arrow, usually according to 4M: Men Methods Machinery Material Step 3: Collect all the possible causes of the problem. Ask: Why does this happen? As each idea is given, it is written as a branch from the appropriate category. Step 4: Continue to ask Why, and generate deeper levels of causes. (5 Why?)
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Eggs on our sandwich are rotten
Ishikawa example (4M) Has to serv the customer, prepare the sandwiches Machinery not working Men refrigerator Missing staff age Dirty hands Eggs on our sandwich are rotten Doesn’t wash her hands Ingerdients are not checked when arriving from supplier Stood to long in the storage In a hurry easiness Method Material Missing staff Order only once a week
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Ishikawa exapmle (Process steps)
Preparing of sandwiches Purchasing ingredients Storage of ingredients Dirty hands Stood to long in the storage Doesn’t wash her hands Ingerdients are not checked when arriving from supplier Order only once a week In a hurry Eggs on our sandwiches are rotten Refrigerator disabled Missing staff Same person touch the money and serv the customer age Missing staff Storage of sandwiches Selling
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Group work Draw an Ishikawa diagram about one of the following problems: Why is it difficult to be an Erasmus Student at BME? Why are trains delayed? You can use either the 4M or the process-steps method
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Pareto-chart Bar graph: The lengths of the bars represent frequency or cost (time or money), and are arranged with the longest bars on the left and the shortest to the right Helps to identify the top portion of causes that need to be adressed to resolve the majority of the problems Displays the relative importance of problems in a simple, quickly interpreted, visual format. Alternative term, ABC analysis: A: The most important causes B: Causes in between, they can be later A items C: Relative unimportant, though larger in number causes.
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80% of problem 20% of sources
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How to make a Pareto-diagram?
Step 1: Decide what problems are to be investigated and how to collect the data Decide what kind of problems you want to investigate (Example: defective items, losses in monetary terms, accidents occurring) Decide what data will be necessary and how to classify Determine the method of collecting the data (sample) and the period during which it is to be collected
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How to make a Pareto-diagram?
Step 2: Calculate the total values (number of occurence, monetary losses) of each cause Step 3: Make Pareto diagram data sheet listing the items, their individual totals, cumulative totals, percentages of overall total, and cumulative percentages. Step 4: Arrange the items in the order of quantity and fill out the data sheet. The item “others” should be placed in the last line, no matter how large it is. This is because it is composed of a group of items each of which is smaller than the smallest item listed individually.
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How to make a Pareto-diagram?
Step 5: Draw two vertical axes and a horizontal axis. Vertical axes: Left-hand vertical axis: mark this axis with a scale from 0 to the overall total. Right-hand vertical axis: mark this axis with a scale from 0% to 100%. Horizontal axis: Divide this axis into the number of intervals to the number of items classified. Step 6: Construct a bar diagram.
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How to make a Pareto-diagram?
Step 7: Draw the cumulative curve (Pareto curve). Mark the cumulative values (cumulative total or cumulative percentage), above the right-hand intervals of each item, and connect the points by a solid line. Draw a line at 80% on the right vertical axis running parallel to the x-axis. Then drop the line at the point of interstection with the curve on the x-axis. This point on the x-axis separates the important causes on the left (vital few) from the less important causes on the right (trivial many)
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Pareto-diagram example
Cause of the delay Number of occurence Cumultative count percentage temporary speed limits 440 0,44 waiting for on-coming trains 360 0,8 signal breakdown 65 0,865 waiting for connections 60 0,925 track maintenance 20 0,945 weather 15 0,96 waiting for train staff 0,975 failure of the locomotive 10 0,985 delay from abroad 0,995 accidents 5 1 SUM 1000
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Vital few Number of occurence Trivial many Cumultative count percentage
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Avarage duration of delays by causes
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Types of Pareto-analysis
Pareto diagrams by phenomena This is a diagram concerning the following undesirable results, and is used to find out what the major problem is. Quality: defects, faults, complaints, returned items, repairs Cost: amount of loss, expenses Delivery: stock shortages, defaults in payments, delays in delivery Safety: accidents, mistakes, breakdowns Pareto diagrams by causes This is a diagram concerning causes in the process, and is used to find out what the major cause of the problem is. Operator: shift, group, age, experience, skill, individual person Machine: machines, equipment, tools, organizations, models, instruments. Raw material: manufacturer, plant, lot, kind. Operation method: conditions, orders, arrangements, methods.
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Hints on making and using Pareto diagrams
Hints on making Pareto diagrams Check various classifications and construct many kinds of Pareto diagrams, it allows different approaches It is undesirable that “others” represent a higher percentage. A different method of classification should be considered. If a monetary value can be assigned to the data, it is best to draw the Pareto diagrams with the vertical axis showing this. Hints on using Pareto diagrams If an item is expected to be amenable to a simple solution, it should be tackled right away even if it is of relatively small importance. After identifying the problem by making a Pareto diagram by phenomena, it is necessary to identify the causes in order to solve the problem (e.g with Ishikawa)
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Pareto analysis… Separates the the few major problems from the many possible problems so you can focus your improvement efforts Determines which problems are the most important by using data not perceptions Sets the priorities for many practical application Allows better use of limited resources Results of the process improvement can be predicted and evaluated
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Thank You for Your kind attention!
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