Pre-Assessment - Quantitative Analysis For
Business (PHFO)
A car stereo company is planning to introduce a new product into the market. It faces
v v v v v v v v v v v v v v v
stiff competition from two other organizations with similar products. The company's
v v v v v v v v v v v
marketing manager has asked the production manager to perform a break-even
v v v v v v v v v v v
analysis using three different price points. The marketing manager will use the results to
v v v v v v v v v v v v v v
set a price for the new product.
v v v v v v v v
Which type of method is a break-even analysis? - answer-Quantitative
v v v v v v v v v
Over the last three months, a small rural hospital has seen a sudden increase in the
v v v v v v v v v v v v v v v
number of patients coming to the emergency room for non-emergency treatment. The
v v v v v v v v v v v v
hospital administrator wants to know why there is a sudden increase in demand and is
v v v v v v v v v v v v v v v
considering three options to find out.
v v v v v v v
Classify each method available to the administrator as qualitative or quantitative.
v v v v v v v v v v v
Answer options may be used more than once or not at all. Select your answers from the
v v v v v v v v v v v v v v v v
pull-down list. - answer-Qualitative--Including an open-ended question on the intake
v v v v v v v v v v
form asking patients, "Please explain why you selected this ER for treatment." Intake
v v v v v v v v v v v v v
forms can be sorted into non-emergency and emergency categories; the "non-
v v v v v v v v v v v
emergency" responses can be analyzed to determine reasons the hospital was selected.
v v v v v v v v v v v
Qualitative Group brainstorming with the nurses and doctors in the hospital to see what
v v v v v v v v v v v v v
ideas people have for why so many people are suddenly coming to the ER for non-
v v v v v v v v v v v v v v v v
emergency treatment. v
Quantitative Pulling the hospital's records for the last 10 years and sorting by medical
v v v v v v v v v v v v v
codes to check for similar patterns in past years. A regression model can be built using
v v v v v v v v v v v v v v v v
non-emergency treatments as the dependent variable, and various independent
v v v v v v v v v
variables can be tested, such as population change and unemployment levels.
v v v v v v v v v v v
A local music store that hosts live music has been a very popular hangout for years.
v v v v v v v v v v v v v v v
However, the owner is concerned that the increasing popularity of new methods of
v v v v v v v v v v v v v
music delivery will soon make the business obsolete. The owner is considering building
v v v v v v v v v v v v v
a small recording studio in the basement of the store. The nearest professional studio is
v v v v v v v v v v v v v v v
50 miles away, so a new studio may appeal to local musicians and increase foot traffic.
v v v v v v v v v v v v v v v v
The owner has all the costs of building the studio and has also estimated how much
v v v v v v v v v v v v v v v v
, vrevenue might increase due to the new studio (from studio rental fees, increased food
v v v v v v v v v v v v v
vand drink sales if more people come to the live music shows, etc.). The owner will use
v v v v v v v v v v v v v v v v
vthis information to determine the net present value for the studio.
v v v v v v v v v v v
Which method of analysis should this owner use to make a determination? - answer-
v v v v v v v v v v v v v
Quantitative
How should quantitative analysis improve subsequent decision making for a firm that
v v v v v v v v v v v
wants to determine whether its revenue has been increasing or decreasing for the past
v v v v v v v v v v v v v v
10 years? - answer-It will let the company determine the average revenue it made.
v v v v v v v v v v v v v v
An employee working for the Highway Safety Department in Albany, New York has the
v v v v v v v v v v v v v
job to predict the automobile accidents in Albany for the next year. The employee
v v v v v v v v v v v v v v
currently has monthly data on the following variables for the city of Albany: the number
v v v v v v v v v v v v v v v
of automobiles registered, the sales of alcoholic beverages, and the rainfall in inches.
v v v v v v v v v v v v v v
How can this employee realistically predict the accidents in Albany for next year? -
v v v v v v v v v v v v v
answer-Use a multiple regression equation using accident as the dependent variable
v v v v v v v v v v v
and others as independent variables
v v v v v
A marketing manager for a corporation that markets a broad range of food brands needs
v v v v v v v v v v v v v v
to plan a monthly marketing, advertising, and sales promotion budget for next year and
v v v v v v v v v v v v v v
is looking at monthly sales. One brand shows dramatic fluctuations in sales over the
v v v v v v v v v v v v v v
past three years.
v v v v
How should this manager use quantitative analysis to make budgeting decisions for this
v v v v v v v v v v v v
brand? - answer-Compute seasonality indices for each month to forecast next year's
v v v v v v v v v v v v
monthly sales
v v
Y-hat = a + b 1 X 1 + b 2 X 2v v v v v v v v v v v v v
v
The constant is 3, the b 1 coefficient is 4, the b 2 coefficient is -1, X 1 is 3, and X 2 is 6.
v v v v v v v v v v v v v v v v v v v v v v v v v
v
What is the predicted value of Y? - answer-9
v v v v v v v v
Y-hat = a + b 1 X 1 + b 2 X 2 + b 3 X 3 + b 4 X 4 - answer--44
v v v v v v v v v v v v v v v v v v v v v v v v
What is the value of the following expression?
v v v v v v v v
7 ^ 2/3^ 4 - answer-49/81 = 0.6049
v v v v v v v
A hair stylist placed an ad on the home page of the online community shopper website.
v v v v v v v v v v v v v v v
Daily site visit demographics indicate the following age categories of visitors:
v v v v v v v v v v v v
v
Age Category Age Range Percent of Site Visits
v v v v v v v
A Younger than age 18 10
v v v v v
B Ages 18 to 24 13
v v v v v
C Ages 25 to 36 15
v v v v v
Business (PHFO)
A car stereo company is planning to introduce a new product into the market. It faces
v v v v v v v v v v v v v v v
stiff competition from two other organizations with similar products. The company's
v v v v v v v v v v v
marketing manager has asked the production manager to perform a break-even
v v v v v v v v v v v
analysis using three different price points. The marketing manager will use the results to
v v v v v v v v v v v v v v
set a price for the new product.
v v v v v v v v
Which type of method is a break-even analysis? - answer-Quantitative
v v v v v v v v v
Over the last three months, a small rural hospital has seen a sudden increase in the
v v v v v v v v v v v v v v v
number of patients coming to the emergency room for non-emergency treatment. The
v v v v v v v v v v v v
hospital administrator wants to know why there is a sudden increase in demand and is
v v v v v v v v v v v v v v v
considering three options to find out.
v v v v v v v
Classify each method available to the administrator as qualitative or quantitative.
v v v v v v v v v v v
Answer options may be used more than once or not at all. Select your answers from the
v v v v v v v v v v v v v v v v
pull-down list. - answer-Qualitative--Including an open-ended question on the intake
v v v v v v v v v v
form asking patients, "Please explain why you selected this ER for treatment." Intake
v v v v v v v v v v v v v
forms can be sorted into non-emergency and emergency categories; the "non-
v v v v v v v v v v v
emergency" responses can be analyzed to determine reasons the hospital was selected.
v v v v v v v v v v v
Qualitative Group brainstorming with the nurses and doctors in the hospital to see what
v v v v v v v v v v v v v
ideas people have for why so many people are suddenly coming to the ER for non-
v v v v v v v v v v v v v v v v
emergency treatment. v
Quantitative Pulling the hospital's records for the last 10 years and sorting by medical
v v v v v v v v v v v v v
codes to check for similar patterns in past years. A regression model can be built using
v v v v v v v v v v v v v v v v
non-emergency treatments as the dependent variable, and various independent
v v v v v v v v v
variables can be tested, such as population change and unemployment levels.
v v v v v v v v v v v
A local music store that hosts live music has been a very popular hangout for years.
v v v v v v v v v v v v v v v
However, the owner is concerned that the increasing popularity of new methods of
v v v v v v v v v v v v v
music delivery will soon make the business obsolete. The owner is considering building
v v v v v v v v v v v v v
a small recording studio in the basement of the store. The nearest professional studio is
v v v v v v v v v v v v v v v
50 miles away, so a new studio may appeal to local musicians and increase foot traffic.
v v v v v v v v v v v v v v v v
The owner has all the costs of building the studio and has also estimated how much
v v v v v v v v v v v v v v v v
, vrevenue might increase due to the new studio (from studio rental fees, increased food
v v v v v v v v v v v v v
vand drink sales if more people come to the live music shows, etc.). The owner will use
v v v v v v v v v v v v v v v v
vthis information to determine the net present value for the studio.
v v v v v v v v v v v
Which method of analysis should this owner use to make a determination? - answer-
v v v v v v v v v v v v v
Quantitative
How should quantitative analysis improve subsequent decision making for a firm that
v v v v v v v v v v v
wants to determine whether its revenue has been increasing or decreasing for the past
v v v v v v v v v v v v v v
10 years? - answer-It will let the company determine the average revenue it made.
v v v v v v v v v v v v v v
An employee working for the Highway Safety Department in Albany, New York has the
v v v v v v v v v v v v v
job to predict the automobile accidents in Albany for the next year. The employee
v v v v v v v v v v v v v v
currently has monthly data on the following variables for the city of Albany: the number
v v v v v v v v v v v v v v v
of automobiles registered, the sales of alcoholic beverages, and the rainfall in inches.
v v v v v v v v v v v v v v
How can this employee realistically predict the accidents in Albany for next year? -
v v v v v v v v v v v v v
answer-Use a multiple regression equation using accident as the dependent variable
v v v v v v v v v v v
and others as independent variables
v v v v v
A marketing manager for a corporation that markets a broad range of food brands needs
v v v v v v v v v v v v v v
to plan a monthly marketing, advertising, and sales promotion budget for next year and
v v v v v v v v v v v v v v
is looking at monthly sales. One brand shows dramatic fluctuations in sales over the
v v v v v v v v v v v v v v
past three years.
v v v v
How should this manager use quantitative analysis to make budgeting decisions for this
v v v v v v v v v v v v
brand? - answer-Compute seasonality indices for each month to forecast next year's
v v v v v v v v v v v v
monthly sales
v v
Y-hat = a + b 1 X 1 + b 2 X 2v v v v v v v v v v v v v
v
The constant is 3, the b 1 coefficient is 4, the b 2 coefficient is -1, X 1 is 3, and X 2 is 6.
v v v v v v v v v v v v v v v v v v v v v v v v v
v
What is the predicted value of Y? - answer-9
v v v v v v v v
Y-hat = a + b 1 X 1 + b 2 X 2 + b 3 X 3 + b 4 X 4 - answer--44
v v v v v v v v v v v v v v v v v v v v v v v v
What is the value of the following expression?
v v v v v v v v
7 ^ 2/3^ 4 - answer-49/81 = 0.6049
v v v v v v v
A hair stylist placed an ad on the home page of the online community shopper website.
v v v v v v v v v v v v v v v
Daily site visit demographics indicate the following age categories of visitors:
v v v v v v v v v v v v
v
Age Category Age Range Percent of Site Visits
v v v v v v v
A Younger than age 18 10
v v v v v
B Ages 18 to 24 13
v v v v v
C Ages 25 to 36 15
v v v v v