MA.7.S.6.1 Evaluate the reasonableness of a sample to determine the appropriateness...

MA.7.S.6.1
Evaluate the reasonableness of a sample to determine the appropriateness of generalizations made about the population.
When conducting a survey, you must choose your sample of people to survey very carefully. For instance, if a manager of a television
station wants to know which sport will get the most viewers in an area, should she go to a Magic basketball game to survey which
sport is their favorite?
What answer do you think most would give?
Would this represent the entire viewing area?
What if she went to a Gator football game and asked people there?
What answer do you think most of them would give?
Who you choose to survey can have a dramatic difference on your results. You must choose an unbiased sample. An unbiased sample
is selected so that it accurately represents the entire population without actually surveying the entire population. Below are three ways
to pick random unbiased samples.
Below are two ways of doing a biased sample which will result in a conclusion that is not valid.
Determine whether each conclusion is valid. Justify your answer with the type of sampling involved.
Every tenth person who walks into a department store is surveyed to determine his or her music preference. Out of 150
customers., 70 stated that they prefer rock music. The manager concludes that about half of all customers prefer rock music.
Answer: Since the population is every tenth customer of a department store, the sample is an unbiased, systematic random
sample. The conclusion is valid.
The customers of a music store are surveyed to determine their favorite leisure time activity. Of these, 85% said that they like
to listen to music, so the store manager concludes that most people prefer to listen to music in their leisure time.
Answer: The customers of a music store probably like to listen to music in their leisure time. This sample is a biased,
convenience sample since all of the people surveyed are in one specific location. The conclusion is not valid.
Your turn:
A radio station asks its listeners to indicate their preference for one of two candidates in an upcoming election. Seventy-two percent of
the listeners who responded preferred candidate A, so the radio station announced that candidate A would win the election. Is the
conclusion valid? Justify your answer with the type of sampling involved.
To determine how much money the average American family spends to cool their home, 100 Alaskan households are surveyed at
random. Of the households, 85 said that they spend less than $75 per month on cooling. The researcher concluded that the average
American household spends less than $75 on cooling per month. Is the conclusion valid? Justify your answer with the type of
sampling involved.
To determine the most important company benefit, one out of every five employees is chosen at random. Medical insurance was listed
as the most important benefit by 67% of the employees. The company managers conclude that medical insurance should be provided
to all employees. .Is the conclusion valid? Justify your answer with the type of sampling involved.
To evaluate the quality of their product, a manufacturer of cell phones checks every 50 th phone off the assembly line. Out of 200
phones tested, 4 are defective. The manager concludes that about 2% of the cell phones produced will be defective. Is the conclusion
valid? Justify your answer with the type of sampling involved.
To determine whether the students will attend an arts festival at the school, Oliver surveys his friends in the art club. All of his friends
plan to attend, so Oliver assumes that all the students at his school will also attend. Is the conclusion valid? Justify your answer with
the type of sampling involved.
A magazine asks its readers to complete a questionnaire about popular television actors and send it back to the magazine. The majority
of those who replied liked one actor the most, so the magazine decides to write more articles about that actor. Is the conclusion valid?
Justify your answer with the type of sampling involved.
To determine what people in California think about a proposed law, 2 people from each county in the state are
surveyed at random. Of those surveyed, 42% said that they do not support the proposal. The legislature
concludes that the law should not be passed. Is the conclusion valid? Justify your answer with the type of
sampling involved.
If a sampling method is valid, you can make generalizations about the population.
A store sells 4 styles of pants: jeans, capris, cargos, and khakis. The store workers survey 50 customers at
random. The survey responses are indicated at the right. If 450 pairs of pants are to be ordered, how many
should be jeans?
To do this type of problem, first determine whether the sample method is valid. The sample is a simple
random sample since customers were randomly selected. Thus, the sample method is valid.
25
or 50% of the customers prefer jeans. So, find 50% of 450. 0.5 x 450 = 225,
50
So about 225 pairs of jeans should be ordered.
Your turn:
An instructor at a swimming pool asked her students if they would be interested in an advanced swimming course, and 60% stated that
they would. Are the results valid? If so, suppose there are 870 pool members. How many people can the instructor expect to take the
course?
Zach is trying to decide which of three different golf courses is the best. He randomly surveyed
people at a golf store and recorded the results in the table. Are the results valid? If so, suppose
Zach surveyed 150 people. How many would be expected to vote for Rolling Meadows?
The Student Council advisor asked every tenth student in the lunch line how they preferred to
be contacted with school news. The results are shown in the table. If there are 680 students at
the school, how many can be expected to prefer E-mail?
A random sample of people at a mall shows that 22 prefer to take a family trip by car, 18 prefer to travel by plane, and 4 prefer to
travel by bus. Out of 500 people, how many would you expect to say they prefer to travel by plane?
Maci surveyed all the members of her softball team about their favorite sport. From these
results, Maci concluded that softball was the favorite sport among all her classmates. Which is
the best explanation for why her conclusion might not be valid?
A.
B.
C.
D.
The softball team meets only on weekdays.
She should have asked only people who do not play sports.
The survey should have been done daily for a week.
The sample was not representative of all her classmates.
Ms. Hernandez determined that 60% of the students in her classes brought an umbrella to school when the
weather forecast predicted rain. If she has a total of 150 students, which statement does not represent Ms.
Hernandez’s data?
A. On days when rain is forecast, less than 2/5 of her students bring an umbrella to school.
B. On days when rain is forecast, 90 of her students bring an umbrella to school.
C. On days when rain is forecast, more than ½ of her students bring an umbrella to school
D. On days when rain is forecast, 60 of her students do not bring an umbrella to school.
A cable television company will add new channels to its service. The company president wants to have 100 customers surveyed by
telephone in a single weekend to find out what kind of channels customers want. Which method would increase the bias in the survey?
A. performing the survey over a period of one week
B. increasing the number of customers surveyed to 300
C. surveying the 100 customers who have had cable service with this company for the longest period of time
D. mailing the survey questions to all the customers and offering a 25% discount on cable service to the first 100 customers who
return the survey