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There are two broad categories of forecasting methods. These are?
Qualitative & Quantitative
The first rule of forecasting is that forecasts are always?
Wrong by some amount
Forecast error is calculated as (At - Ft). A negative value for the error means what happened? A positive value for the error means what happened?
bias
random- errors that are not explained by the model being used
positive- forecast below actual
negative- above actual
If a forecast is tracking actual demand reasonably well, the running algebraic sum of forecast errors should "bounce around" what value?
Zero
What is forecast bias? How would the tracking signal change from period to period if the forecast is becoming biased?
When a consistent mistake is made (+ or -)
TS= run alg sum/MAD
if becoming biased, tracking signal will be bigger negative number if over forecasted or bigger positive if under forecasted
Causal forecasting
uses independent variables, other than time to predict future demand. The independent variable must be a leading indicator
Once a precedence diagram is created, the critical path can be identified. What is the critical path? What does it tell us?
the longest sequence of tasks that must be completed to finish a project
Once a precedence diagram is created, a set of four dates can be determined for each activity. Name these four dates and explain what they mean. What is true about these dates for activities on the critical path?
Earliest start time, earliest finish time, latest start time, latest finish time
What is slack? How is it calculated? Can an activity on the critical path have slack?
amount of allowable delay in an activity
Calculation= Late start-early start or Late finish-early finish
Activities are either critical or non-critical. Can either or both of these types of activities be started after its early start date without delaying the project?
Non critical will not affect the project if delayed. Critical will affect the start date if delayed
Defining/managing quality must start by knowing and understanding who and what?
who the customer is, what are their expectations, how do they measure quality
List the three fundamental steps for quality management chapter 12 slide 5
Design Quality (fitness for use)
Specifications
Conformance Quality
The contemporary understanding of the relationship between these four costs says that the total of these costs will be a minimum when?
When there is a low defect rate
The contemporary understanding of these four costs says that a continuing, steady investment in which of these costs is necessary to minimize the total of the four?
Prevention cost
Under the concept of total quality management, quality management starts at what level in the organization? Why?
senior level as they have all the resources
Describe Pareto chart
Help to break down a problem into the relative contributions of its components. They are based on the common empirical finding that a large percentage of problems is due to a small percentage of causes.
Describe cause and effect (aka fishbone) diagram
Show hypnotize relationships between potential causes and the problem under study
Describe Checksheet
Basic forms that help standardize data collection
Statistical quality control starts with a process capability study leading to the calculation of a process capability ratio. In order to say that a process is statistically capable of consistently good output, the value of this ratio needs to be (a) less than, equal to, or greater than (b) what number?
One
SPC (statistical process control) charts are used to monitor the output of a process in order to verify that the process is continuing to perform in a statistically normal manner. If a process starts to operate in statistically abnormal manner, the SPC chart can directly tell you what about the abnormal performance?
When did this start happening and try to identify the cause of why this abnormality started to happen
five quality "gaps"
word of mouth communication
personal needs
expected quality
past experiences
external communications to customers
the walk-through audit
-Service delivery system should conform to customer expectations
-Customer impression of service is influenced by use of all senses
-Service managers lose sensitivity owing to familiarity
-A detailed service audit from a customer's perspective is needed
SERVQUAL document
-Measures the five dimensions of service quality
-Pairs an expectation statement with a corresponding perception statement
-Most important function is to track trends over time
primary objective of walk-through audit and servqual document?
gain an understanding of customer perceptions about a service product
Be familiar with the concept of the unconditional service guarantee. What are its primary features? How might it reinforce customer loyalty?
Unconditional, easy to understand and communicate, meaningful, easy to invoke, easy to collect
Using the exponential smoothing formula (Ft+1 = Ft + a (At - Ft)a, an adjustment is made at the end of each time period to the smoothed forecast based upon the actual demand in the period just ended. In order to increase the formula's responsiveness to actual demand, which action would be taken?
Increase the value of alpha
Cumulative forecast error is used to determine how well a forecast is tracking actual demand. One measure is an ongoing, algebraic sum of forecast errors (sometimes called the running sum of forecast errorsāRSFE). This running, algebraic sum is the numerator of the tracking signal. For a
particular item's forecast, you notice that the RSFE over the last few time periods has become an ever-larger negative number. (The formula for forecast error is At - Ft.) This means:
That the forecast is consistently higher than the demand
Another measure of forecast error is the mean absolute deviation of forecast errorsāMAD (which is also the denominator of the tracking signaI). This measure is best described as:
a measure of the average error regardless of algebraic sign
For which of the following would the application of project management methods, like PERT/CPM
precedence network diagrams, be least appropriate?
Developing a new software package for financial planning
Project management uses two primary types of charts, horizontal bar graphs called Gantt charts and the PERT/CPM precedence diagrams. Which of the following is not shown on a PERT/CPM
precedence diagram?
A direct comparison of the projects activities relative to a common time scale
If a project will be delayed if an activity starts after its early start date, then the activity
Is on the critical path
Consistent with class discussion, which of the following choices reasonably complete the
following statement?
Quality ____________________.
is defined by the customer, is imperative for long-run business success
Which of the choices best completes the following statement?
Following the Total Quality (TQ) concept, a company's quality efforts should start with an
understanding of the needs of ________.
The customer
In the long run, as processes are improved, product and service quality ____________ and total cost of quality will ___________.
Consistent with the total quality concept, which of the following pairs of words best completes the preceding statement?
increases, decrease
Which choice best completes the following statement?
In order to ensure lasting quality improvement, proposed process changes, which have been tested and found to be effective, must ___________
become the new operating standard
A quality management tool that enables visual comparison of the relative frequency of occurrence of several types of customer complaints is a:
Pareto chart
In the context of the Total Quality philosophy, which of the following pairs of words best completes the following sentence?
In attempting to improve quality, it is important that effort is expended on probable ___________ and not on _____________.
root causes, the most visible symptoms
One expert in the field of quality management is fond of saying that "quality is free." By this phrase he probably means that:
In the long run, the least cost way to provide a product is to do it right the first time
Which of the following is least descriptive of the Total Quality philosophy?
Primarily focus on inspection of outgoing products
The text and the Hewlett Packard videotape both discussed quality. Although the specific terms and points of emphasis varied somewhat, the fundamental characteristics of quality improvement processes or systems are essentially the same. Which of the following is NOT a key feature of these processes?
Stop the improvement process once specific targets are achieved
Your customers are complaining about slow response time from your field service technicians.
Which of the following tools would you use to show the relationship between the possible causes of this problem?
cause and effect diagram
When using an SPC chart to monitor a process, when an output measurement point falls outside of the control limits, the SPC chart can directly tell us
When the measurement was made
SPC Chart
A process used to monitor standards, make measurements and take corrective action as a product or services is being produced
Qualitative forecasting
uses the judgment and opinions of knowledgeable individuals to predict outcomes
Quantitative forecasting
relies on existing data to predict future sales (looks into the past and bases the forecast on that)
Four fundamental forecasting laws
Almost always wrong by some amount
More accurate for groups or families than for individual SKUs
More accurate for shorter time periods
No substitute for calculated demand
Design Quality (fitness for use)
the ability of a good or service to meet customer needs
Specifications
are targets and tolerances determined by designers of goods and services
Conformance quality
the extent to which a process is able to deliver output that conforms to design specifications
Time series analysis
based on the idea that data relating to past demand can be used to predict future demand
Simulation
mainly based on feeding quantitative data into a model to produce quantitative results in a structured sequential process
Appraisal costs
costs of the inspection and testing to ensure that the product or process is acceptable
Prevention costs
sum of all the costs to prevent defects
Internal failure costs
costs for defects incurred within the system
External failure costs
costs for defects that pass through the system
Short term time series analysis
less than 3 months
used for tactical decisions
Medium term time series analysis
forecasting 3 months to 2 years
used to develop a strategy that will be implemented over the next 6 to 18 months
Long term time series analysis
Greater than 2 years
useful for detecting general trends and identifying major turning points
Pure project
a self-contained team works full time on the project
Functional project
Responsibility for the project lies within one functional area of the firm. Employees from that area work on the project, usually only part time
Matrix project
A blend of pure and functional project structures - people from different functional areas work on the project, possibly only part-time
Early start time
Earliest time a task can begin due to predecessor durations
Late start time
The latest time that a task can start to maintain the schedule
Early finish time
the earliest an activity is expected to be completed
Late finish time
The latest possible date an activity can be completed without delaying the project's completion