Exam 19: Statistical Applications in Quality Management

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_____ causes of variation are correctable without modifying the system.

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SCENARIO 19-10 Below is the number of defective items from a production line over twenty consecutive morning shifts. SCENARIO 19-10 Below is the number of defective items from a production line over twenty consecutive morning shifts.    -Referring to Scenario 19-10,construct a c chart for the number of defective items. -Referring to Scenario 19-10,construct a c chart for the number of defective items.

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SMED focuses on preventing the causes of defects.

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TPM establishes ways to clean and maintain the necessary housekeeping aspects of a work environment.

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SCENARIO 19-8 Recently,a university switched to a new type of computer-based registration.The registrar is concerned with the amount of time students are spending on the computer registering under the new system.She decides to randomly select 8 students on each of the 12 days of the registration and determine the time each spends on the computer registering.The range,mean,and standard deviation of the times required to register are in the table that follows. SCENARIO 19-8 Recently,a university switched to a new type of computer-based registration.The registrar is concerned with the amount of time students are spending on the computer registering under the new system.She decides to randomly select 8 students on each of the 12 days of the registration and determine the time each spends on the computer registering.The range,mean,and standard deviation of the times required to register are in the table that follows.    -Referring to Scenario 19-8,an R chart is to be constructed for the time required to register.The lower control limit for this data set is . -Referring to Scenario 19-8,an R chart is to be constructed for the time required to register.The lower control limit for this data set is .

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SCENARIO 19-7 A supplier of silicone sheets for producers of computer chips wants to evaluate her manufacturing process.She takes samples of size 5 from each day's output and counts the number of blemishes on each silicone sheet.The results from 20 days of such evaluations are presented below. SCENARIO 19-7 A supplier of silicone sheets for producers of computer chips wants to evaluate her manufacturing process.She takes samples of size 5 from each day's output and counts the number of blemishes on each silicone sheet.The results from 20 days of such evaluations are presented below.   She also decides that the upper specification limit is 10 blemishes. -Referring to Scenario 19-7,an R chart is to be constructed for the number of blemishes.One way to create the upper control limit involves multiplying the mean of the sample ranges by D<sub>4</sub>.For this data set,the value of D<sub>4</sub> is . She also decides that the upper specification limit is 10 blemishes. -Referring to Scenario 19-7,an R chart is to be constructed for the number of blemishes.One way to create the upper control limit involves multiplying the mean of the sample ranges by D4.For this data set,the value of D4 is .

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CPL >1 implies that the process mean is more than 3 standard deviation away from the lower specification limit.

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SCENARIO 19-1 A local newspaper has 10 delivery boys who each deliver the morning paper to 50 customers every day.The owner decides to record the number of papers delivered on time for a 10-day period for one of the delivery boys and construct a p chart to see whether the percentage is too erratic. SCENARIO 19-1 A local newspaper has 10 delivery boys who each deliver the morning paper to 50 customers every day.The owner decides to record the number of papers delivered on time for a 10-day period for one of the delivery boys and construct a p chart to see whether the percentage is too erratic.   -Referring to Scenario 19-1,which expression best characterizes the p chart? -Referring to Scenario 19-1,which expression best characterizes the p chart?

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SCENARIO 19-3 A quality control analyst for a light bulb manufacturer is concerned that the time it takes to produce a batch of light bulbs is too erratic.Accordingly,the analyst randomly surveys 10 production periods each day for 14 days and records the sample mean and range for each day. SCENARIO 19-3 A quality control analyst for a light bulb manufacturer is concerned that the time it takes to produce a batch of light bulbs is too erratic.Accordingly,the analyst randomly surveys 10 production periods each day for 14 days and records the sample mean and range for each day.   -Referring to Scenario 19-3,suppose the analyst constructs an x̄ chart to see if the production process is in-control.What is the center line for this chart? -Referring to Scenario 19-3,suppose the analyst constructs an x̄ chart to see if the production process is in-control.What is the center line for this chart?

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SCENARIO 19-3 A quality control analyst for a light bulb manufacturer is concerned that the time it takes to produce a batch of light bulbs is too erratic.Accordingly,the analyst randomly surveys 10 production periods each day for 14 days and records the sample mean and range for each day. SCENARIO 19-3 A quality control analyst for a light bulb manufacturer is concerned that the time it takes to produce a batch of light bulbs is too erratic.Accordingly,the analyst randomly surveys 10 production periods each day for 14 days and records the sample mean and range for each day.   -Referring to Scenario 19-3,suppose the analyst constructs an R chart to see if the variability in production times is in-control.What is the center line of this R chart? -Referring to Scenario 19-3,suppose the analyst constructs an R chart to see if the variability in production times is in-control.What is the center line of this R chart?

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SCENARIO 19-6 The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow. SCENARIO 19-6 The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow.    -Referring to Scenario 19-6,a p control chart is to be constructed for these data.The lower control limit is _____ ,while the upper control limit is_____ . -Referring to Scenario 19-6,a p control chart is to be constructed for these data.The lower control limit is _____ ,while the upper control limit is_____ .

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Determining the root causes of why defects can occur along with the variables in the process that cause these defects to occur involves which part of the DMAIC process?

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SCENARIO 19-4 A factory supervisor is concerned that the time it takes workers to complete an important production task (measured in seconds)is too erratic and adversely affects expected profits.The supervisor proceeds by randomly sampling 5 individuals per hour for a period of 10 hours.The sample mean and range for each hour are listed below. SCENARIO 19-4 A factory supervisor is concerned that the time it takes workers to complete an important production task (measured in seconds)is too erratic and adversely affects expected profits.The supervisor proceeds by randomly sampling 5 individuals per hour for a period of 10 hours.The sample mean and range for each hour are listed below.   She also decides that lower and upper specification limit for the critical-to-quality variable should be 10 and 30 seconds,respectively. -Referring to Scenario 19-4,suppose the supervisor constructs an x̄ chart to see if the process is in-control.Which expression best describes this chart? She also decides that lower and upper specification limit for the critical-to-quality variable should be 10 and 30 seconds,respectively. -Referring to Scenario 19-4,suppose the supervisor constructs an x̄ chart to see if the process is in-control.Which expression best describes this chart?

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Champions is among the tools of Lean Six Sigma.

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SCENARIO 19-6 The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow. SCENARIO 19-6 The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow.    -Referring to Scenario 19-6,a p control chart is to be constructed for these data.The estimate of the standard error of the sample proportion is . -Referring to Scenario 19-6,a p control chart is to be constructed for these data.The estimate of the standard error of the sample proportion is .

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SCENARIO 19-4 A factory supervisor is concerned that the time it takes workers to complete an important production task (measured in seconds)is too erratic and adversely affects expected profits.The supervisor proceeds by randomly sampling 5 individuals per hour for a period of 10 hours.The sample mean and range for each hour are listed below. SCENARIO 19-4 A factory supervisor is concerned that the time it takes workers to complete an important production task (measured in seconds)is too erratic and adversely affects expected profits.The supervisor proceeds by randomly sampling 5 individuals per hour for a period of 10 hours.The sample mean and range for each hour are listed below.   She also decides that lower and upper specification limit for the critical-to-quality variable should be 10 and 30 seconds,respectively. -Referring to Scenario 19-4,what is the value of d<sub>2</sub><sub> </sub>factor? She also decides that lower and upper specification limit for the critical-to-quality variable should be 10 and 30 seconds,respectively. -Referring to Scenario 19-4,what is the value of d2 factor?

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Quick Changeover Techniques involve methods that enable participants to reduce setup time for equipment and resources and materials needed for changeover.

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SCENARIO 19-6 The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow. SCENARIO 19-6 The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow.    -Referring to Scenario 19-6,the process seems to be in control. -Referring to Scenario 19-6,the process seems to be in control.

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SCENARIO 19-5 A manufacturer of computer disks took samples of 240 disks on 15 consecutive days.The number of disks with bad sectors was determined for each of these samples.The results are in the table that follows. SCENARIO 19-5 A manufacturer of computer disks took samples of 240 disks on 15 consecutive days.The number of disks with bad sectors was determined for each of these samples.The results are in the table that follows.    -Referring to Scenario 19-5,a p control chart is to be made for these data.The upper control limit is_____ ,and _____ the lower control limit is . -Referring to Scenario 19-5,a p control chart is to be made for these data.The upper control limit is_____ ,and _____ the lower control limit is .

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The SS method involves methods that enable participants to reduce setup time for equipment and resources and materials needed for changeover.

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