Deck 4: Sales Forecasting and Inventory Management

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Question
Which of the following is not an important reason to forecast sales?

A) Avoid excess inventory and stock-outs
B) Estimate transportation requirements
C) Improve warranty service levels
D) Estimate amount of product expected to move though warehouses
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Question
Commonly used qualitative forecasting methods include:

A) Consensus panel, the Delphi method, and sales force estimates
B) Direct, Indirect, and Estimation methods
C) Balance sheet, Income statement, and cash flow statement methods
D) Derivative method, pre-ship staging, and back-trace flow estimates
Question
Which of the following is a potential problem that can arise when using a Consensus Panel for sales forecasting?

A) It can be difficult to identify experts for the Consensus Panel.
B) A Consensus Panel is highly dependent on employee survey data which can be inaccurate.
C) A consensus cannot be arrived at within a tight forecasting schedule.
D) The consensus can drift toward the panel member with the strongest personality.
Question
A variation of the Consensus Panel method where experts work independently and anonymously, is called:

A) Sales Force Estimate method
B) Delphi Method
C) Moving Average
D) Exponential Smoothing
E) Sales & Operating Planning
Question
Sales Force Estimates draw forecasts from the expert judgment of salespersons. Why would a firm choose this forecasting method?

A) Accuracy of a forecast may depend on landing a few large orders from customers.
B) The sales force is closest to the customers and can therefore detect changes in market trends.
C) The sales force is closest to the customers and can therefore anticipate customer needs.
D) All of these options are valid reasons for Sales Force Estimate forecasting
Question
Which of the following methods is not a quantitative forecasting method?

A) Delphi Method
B) Moving Average
C) Exponential Smoothing
D) Exponential Smoothing with trend correction
E) Exponential Smoothing with seasonality index
Question
Which of the following forecasting methods includes both qualitative and quantitative tools.

A) Consensus Panel
B) Moving Average
C) Sales & Operations Planning
D) Sales Force Estimates
Question
Which of the following statements is true concerning Sales & Operations Planning (S&OP)?

A) It is an integrative process used to develop more accurate forecasts.
B) Uses both qualitative and quantitative tools
C) The Operations and Sales teams bear the primary burden of meeting targets
D) Uses a formal S&OP team to develop the final plan
E) All of these options are true
Question
Collaborative Planning, Forecasting, & Replenishment (CPFR) models include four primary activities. What are those activities?

A) (1) Focus groups, (2) Statistical mapping, (3) Posting, and (4) Review
B) (1) Strategy & planning, (2) Demand & supply management, (3) Execution, and (4) Analysis
C) (1) Order generation, (2) Fulfillment, (3) Working groups, and (4) Audit
D) (1) Data collection, (2) Exponential smoothing, (3) Differentiation, and (4) Warranty
Question
How did Sony Electronics achieve a 40% increase in sales forecast accuracy?

A) Sony fired half of its staff and became a subsidiary of Wal-Mart Stores, Inc.
B) Sony instituted additional security measures to protect its own sales data and decreased the number of staff with access to critical data.
C) Sony used both its Sales & Operations Planning plan along with its Collaborative Planning, Forecasting, & Replenishment process to increase forecast accuracy.
D) Sony increased its asset base by 18% and invested an additional 20% in statistical tools.
Question
Level of aggregation impacts the accuracy of forecasts. Forecast error is relatively larger when forecasting a greater level of detail. Which of the following is an example of this?

A) The forecast error when predicting sales of hamburgers would be relatively small versus the forecast error when predicting sales of cheeseburgers.
B) The forecast error when predicting sales of engagement rings would be relatively small versus the forecast error when predicting sales of rose-gold, 3 diamond, engagement rings, in size 5.
C) The forecast error when predicting sales of 2000 piece jigsaw puzzles with photos of animals, would be relatively small versus the forecast error when predicting sales of all puzzles.
D) The forecast error when predicting sales of sofas would be exactly the same as the forecast error when predicting sales of leather, 3 seat, sofas with detachable headrests.
Question
Which of the three Forecast Error Measures described in the text is simply a measure of the average error for all time periods considered?

A) Mean Squared Error (MSE)
B) Mean Absolute Percent Error (MAPE)
C) Mean Absolute Deviation (MAD)
D) None of the measures can be described this way.
Question
Which one of the following situations is an example of a reason to hold/increase inventory?

A) Great Greetings builds up their inventory of red, envelope-weight paper anticipating the Valentines Day spike in orders.
B) Barry's Best Bikes stocks up on tires of every size because Barry is worried that his warehouse employees are stealing inventory.
C) ACME widget is holding inventory, even though the inventory is probably obsolete. ACME is holding the inventory to avoid the expense of writing it off.
D) All of these are examples of legitimate reasons for holding inventory.
Question
Firms often consolidate shipments to save transportation cost, which results in higher inventory because inventory needs to accumulate before shipment. What is the goal of firms that do this?

A) Economies scale
B) Production economies of scale
C) Economies of scale in purchasing
D) Transportation economies of scale
Question
What is a key reason why a firm would hold inventory?

A) To maintain a source of supply
B) To prepare for the introduction of a new product introduction
C) To support a customer service policy
D) To prepare for back-to-school sales
Question
What is Inventory Carrying Cost?

A) The cost of the capital tied up in the inventory
B) Storage and insurance expenses
C) Risk of damage, shrinkage, and relocation
D) Risk of obsolescence
E) All of these options are components of Inventory Carrying Costs
Question
What constitutes inventory carrying cost in an EOQ model?

A) The cost of the capital tied up in the inventory
B) Storage and insurance expenses
C) Risk of damage, shrinkage, and relocation
D) Risk of obsolescence
E) All of these options are components of Inventory Carrying Costs
Question
In form postponement, which of the following in incorrect?

A) Labels are only affixed to a product once it is sold
B) Packaging takes place after a product is sold
C) In manufacturing postponement, all of the components are shipped at the same time
D) Assembly postponement occurs when components are assembled in the product's final form after an order is received.
Question
What is your economic order quantity if your annual demand is 100 units, the order placement cost is $25, and the holding cost per unit per year is $50?

A) 10 units
B) 50 units
C) 100 units
D) 200 units
E) None of these
Question
For a given product, the order placement cost is $5, the holding cost per unit per year is $10, and annual demand is 1,600 units. If the EOQ is used, total annual logistics costs will amount to which of the following?

A) $100
B) $200
C) $400
D) $800
E) None of these
Question
If annual demand is 24,000 units, and the order quantity is 3,000 units, then which of the following is true?

A) The annual number of order placements will be 8, and average inventory levels will be 1,500.
B) The annual number of order placements will be 8, and average inventory levels will be 3,000.
C) The annual number of order placements will be 12, and average inventory levels will be 12,000.
D) The annual number of order placements will be 24, and average inventory levels will be 12,000
Question
The Mini-Mart in Oxford Ohio holds monthly sales of slower moving goods to make room for incoming products. This is:

A) An example of good inventory management
B) An example of innovation in inventory management
C) An example of meeting customer service expectations
D) A symptom of poor inventory management
Question
Which of the following is NOT a symptom of poor inventory management?

A) Suppliers with long or unreliable lead times
B) Purchases based on quantity discount
C) Production planning based on batch sizes
D) Ability to find items in a timely manner
Question
Sales Forecasting needs to be perfect, or near perfect, to be useful.
Question
Forecasting methods may be divided into two basic categories: direct and indirect.
Question
When historical sales data is deemed a good indicator of future sales, quantitative methods of forecasting are recommended.
Question
Quantitative forecasts are based on the judgment of one or more knowledgeable forecasters and are used when historical data is scarce.
Question
Forecasting methods can be divided into two groups: qualitative and quality.
Question
It is not feasible to manage supply chains without a sales forecast.
Question
It is possible to avoid making forecasting errors by working more closely with suppliers and customers to build internal integration.
Question
Sales & Operations Planning (S&OP) uses only qualitative methods to construct a sales forecast.
Question
Time horizon and level of aggregation impact the level of forecast error.
Question
Forecast error decreases the farther into the future the period covered by the forecast.
Question
The overarching goal of inventory management is to reduce inventory investment.
Question
Maintaining inventory is how firms support services such as product availability and delivery time.
Question
One reason to hold inventory is the transportation economies of scale. Here, due to the tapering principle more inventory on a truck costs more per unit, thereby creating economies of scale.
Question
One reason to hold inventory is to maintain a source of supply, such as when a small set of suppliers provide specialized or difficult to find products.
Question
There is a cost trade-off that firms must consider when deciding how much inventory to order. The trade-off is between sales commission and the cost of hiring new supply chain employees.
Question
Since carrying inventory is relatively inexpensive (compared to transportation, production, marketing, etc.) firm should hold enough inventory to meet customer demand.
Question
Once inventory levels are decided, a firm can then determine what level of customer service it will provide.
Question
Under conditions of uncertainty, the average inventory is equal to ½ of the order quantity.
Question
One important factor impacting safety stock is inventory lead time.
Question
AT&T is selling a new iPhone, which is in high demand. Unfortunately, they run out of the phones quickly; this is because they are not managing their inventory effectively.
Question
During the hurricane season Lowe's and Home Depot shift inventory (plywood, generators, etc.) between stores based on storm predictions. This is a symptom of poor inventory management.
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Deck 4: Sales Forecasting and Inventory Management
1
Which of the following is not an important reason to forecast sales?

A) Avoid excess inventory and stock-outs
B) Estimate transportation requirements
C) Improve warranty service levels
D) Estimate amount of product expected to move though warehouses
Improve warranty service levels
2
Commonly used qualitative forecasting methods include:

A) Consensus panel, the Delphi method, and sales force estimates
B) Direct, Indirect, and Estimation methods
C) Balance sheet, Income statement, and cash flow statement methods
D) Derivative method, pre-ship staging, and back-trace flow estimates
Consensus panel, the Delphi method, and sales force estimates
3
Which of the following is a potential problem that can arise when using a Consensus Panel for sales forecasting?

A) It can be difficult to identify experts for the Consensus Panel.
B) A Consensus Panel is highly dependent on employee survey data which can be inaccurate.
C) A consensus cannot be arrived at within a tight forecasting schedule.
D) The consensus can drift toward the panel member with the strongest personality.
The consensus can drift toward the panel member with the strongest personality.
4
A variation of the Consensus Panel method where experts work independently and anonymously, is called:

A) Sales Force Estimate method
B) Delphi Method
C) Moving Average
D) Exponential Smoothing
E) Sales & Operating Planning
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
5
Sales Force Estimates draw forecasts from the expert judgment of salespersons. Why would a firm choose this forecasting method?

A) Accuracy of a forecast may depend on landing a few large orders from customers.
B) The sales force is closest to the customers and can therefore detect changes in market trends.
C) The sales force is closest to the customers and can therefore anticipate customer needs.
D) All of these options are valid reasons for Sales Force Estimate forecasting
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
6
Which of the following methods is not a quantitative forecasting method?

A) Delphi Method
B) Moving Average
C) Exponential Smoothing
D) Exponential Smoothing with trend correction
E) Exponential Smoothing with seasonality index
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
7
Which of the following forecasting methods includes both qualitative and quantitative tools.

A) Consensus Panel
B) Moving Average
C) Sales & Operations Planning
D) Sales Force Estimates
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
8
Which of the following statements is true concerning Sales & Operations Planning (S&OP)?

A) It is an integrative process used to develop more accurate forecasts.
B) Uses both qualitative and quantitative tools
C) The Operations and Sales teams bear the primary burden of meeting targets
D) Uses a formal S&OP team to develop the final plan
E) All of these options are true
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
9
Collaborative Planning, Forecasting, & Replenishment (CPFR) models include four primary activities. What are those activities?

A) (1) Focus groups, (2) Statistical mapping, (3) Posting, and (4) Review
B) (1) Strategy & planning, (2) Demand & supply management, (3) Execution, and (4) Analysis
C) (1) Order generation, (2) Fulfillment, (3) Working groups, and (4) Audit
D) (1) Data collection, (2) Exponential smoothing, (3) Differentiation, and (4) Warranty
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
10
How did Sony Electronics achieve a 40% increase in sales forecast accuracy?

A) Sony fired half of its staff and became a subsidiary of Wal-Mart Stores, Inc.
B) Sony instituted additional security measures to protect its own sales data and decreased the number of staff with access to critical data.
C) Sony used both its Sales & Operations Planning plan along with its Collaborative Planning, Forecasting, & Replenishment process to increase forecast accuracy.
D) Sony increased its asset base by 18% and invested an additional 20% in statistical tools.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
11
Level of aggregation impacts the accuracy of forecasts. Forecast error is relatively larger when forecasting a greater level of detail. Which of the following is an example of this?

A) The forecast error when predicting sales of hamburgers would be relatively small versus the forecast error when predicting sales of cheeseburgers.
B) The forecast error when predicting sales of engagement rings would be relatively small versus the forecast error when predicting sales of rose-gold, 3 diamond, engagement rings, in size 5.
C) The forecast error when predicting sales of 2000 piece jigsaw puzzles with photos of animals, would be relatively small versus the forecast error when predicting sales of all puzzles.
D) The forecast error when predicting sales of sofas would be exactly the same as the forecast error when predicting sales of leather, 3 seat, sofas with detachable headrests.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
12
Which of the three Forecast Error Measures described in the text is simply a measure of the average error for all time periods considered?

A) Mean Squared Error (MSE)
B) Mean Absolute Percent Error (MAPE)
C) Mean Absolute Deviation (MAD)
D) None of the measures can be described this way.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
13
Which one of the following situations is an example of a reason to hold/increase inventory?

A) Great Greetings builds up their inventory of red, envelope-weight paper anticipating the Valentines Day spike in orders.
B) Barry's Best Bikes stocks up on tires of every size because Barry is worried that his warehouse employees are stealing inventory.
C) ACME widget is holding inventory, even though the inventory is probably obsolete. ACME is holding the inventory to avoid the expense of writing it off.
D) All of these are examples of legitimate reasons for holding inventory.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
14
Firms often consolidate shipments to save transportation cost, which results in higher inventory because inventory needs to accumulate before shipment. What is the goal of firms that do this?

A) Economies scale
B) Production economies of scale
C) Economies of scale in purchasing
D) Transportation economies of scale
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
15
What is a key reason why a firm would hold inventory?

A) To maintain a source of supply
B) To prepare for the introduction of a new product introduction
C) To support a customer service policy
D) To prepare for back-to-school sales
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
16
What is Inventory Carrying Cost?

A) The cost of the capital tied up in the inventory
B) Storage and insurance expenses
C) Risk of damage, shrinkage, and relocation
D) Risk of obsolescence
E) All of these options are components of Inventory Carrying Costs
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
17
What constitutes inventory carrying cost in an EOQ model?

A) The cost of the capital tied up in the inventory
B) Storage and insurance expenses
C) Risk of damage, shrinkage, and relocation
D) Risk of obsolescence
E) All of these options are components of Inventory Carrying Costs
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
18
In form postponement, which of the following in incorrect?

A) Labels are only affixed to a product once it is sold
B) Packaging takes place after a product is sold
C) In manufacturing postponement, all of the components are shipped at the same time
D) Assembly postponement occurs when components are assembled in the product's final form after an order is received.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
19
What is your economic order quantity if your annual demand is 100 units, the order placement cost is $25, and the holding cost per unit per year is $50?

A) 10 units
B) 50 units
C) 100 units
D) 200 units
E) None of these
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
20
For a given product, the order placement cost is $5, the holding cost per unit per year is $10, and annual demand is 1,600 units. If the EOQ is used, total annual logistics costs will amount to which of the following?

A) $100
B) $200
C) $400
D) $800
E) None of these
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
21
If annual demand is 24,000 units, and the order quantity is 3,000 units, then which of the following is true?

A) The annual number of order placements will be 8, and average inventory levels will be 1,500.
B) The annual number of order placements will be 8, and average inventory levels will be 3,000.
C) The annual number of order placements will be 12, and average inventory levels will be 12,000.
D) The annual number of order placements will be 24, and average inventory levels will be 12,000
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22
The Mini-Mart in Oxford Ohio holds monthly sales of slower moving goods to make room for incoming products. This is:

A) An example of good inventory management
B) An example of innovation in inventory management
C) An example of meeting customer service expectations
D) A symptom of poor inventory management
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
23
Which of the following is NOT a symptom of poor inventory management?

A) Suppliers with long or unreliable lead times
B) Purchases based on quantity discount
C) Production planning based on batch sizes
D) Ability to find items in a timely manner
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
24
Sales Forecasting needs to be perfect, or near perfect, to be useful.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
25
Forecasting methods may be divided into two basic categories: direct and indirect.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
26
When historical sales data is deemed a good indicator of future sales, quantitative methods of forecasting are recommended.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
27
Quantitative forecasts are based on the judgment of one or more knowledgeable forecasters and are used when historical data is scarce.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
28
Forecasting methods can be divided into two groups: qualitative and quality.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
29
It is not feasible to manage supply chains without a sales forecast.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
30
It is possible to avoid making forecasting errors by working more closely with suppliers and customers to build internal integration.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
31
Sales & Operations Planning (S&OP) uses only qualitative methods to construct a sales forecast.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
32
Time horizon and level of aggregation impact the level of forecast error.
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
33
Forecast error decreases the farther into the future the period covered by the forecast.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
34
The overarching goal of inventory management is to reduce inventory investment.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
35
Maintaining inventory is how firms support services such as product availability and delivery time.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
36
One reason to hold inventory is the transportation economies of scale. Here, due to the tapering principle more inventory on a truck costs more per unit, thereby creating economies of scale.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
37
One reason to hold inventory is to maintain a source of supply, such as when a small set of suppliers provide specialized or difficult to find products.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
38
There is a cost trade-off that firms must consider when deciding how much inventory to order. The trade-off is between sales commission and the cost of hiring new supply chain employees.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
39
Since carrying inventory is relatively inexpensive (compared to transportation, production, marketing, etc.) firm should hold enough inventory to meet customer demand.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
40
Once inventory levels are decided, a firm can then determine what level of customer service it will provide.
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Unlock Deck
k this deck
41
Under conditions of uncertainty, the average inventory is equal to ½ of the order quantity.
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Unlock Deck
k this deck
42
One important factor impacting safety stock is inventory lead time.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
43
AT&T is selling a new iPhone, which is in high demand. Unfortunately, they run out of the phones quickly; this is because they are not managing their inventory effectively.
Unlock Deck
Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
44
During the hurricane season Lowe's and Home Depot shift inventory (plywood, generators, etc.) between stores based on storm predictions. This is a symptom of poor inventory management.
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Unlock for access to all 44 flashcards in this deck.
Unlock Deck
k this deck
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