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A researcher has numbered all 50 states from 1 to 50 and has calculated a mean of 17.43 for the variable "state of birth."


A) Since the variable is nominal, the mean makes no sense
B) Since the variable is ordinal, we should treat the value of the mean with great caution
C) The variable is interval-ratio and the mean is an appropriate and useful statistic in this case
D) Since this variable is non-empirical, the mean should not be computed

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Computation of a mean (or average) is completely justified when a variable is measured at which level?


A) interval-ratio
B) ordinal
C) nominal
D) empirical

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Select the variable(s) that can be measured at the interval-ratio level


A) different types of crimes
B) number of children in a family
C) attractiveness of a person
D) emotional stability

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As we move up the left-hand side of the "Wheel of Science" we become more


A) specific
B) general
C) empirical
D) quantitative

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An hypothesis states, in part, that "income increases as education increases". In this statement, income is


A) the dependent variable
B) the independent variable
C) the hypothetical variable
D) the secondary variable

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Addition and subtraction are completely justified only when variables are


A) empirical
B) inferential
C) ordinal
D) interval-ratio

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The number of years that a couple has been happily married is an example of


A) nominal level data
B) ordinal level data
C) interval-ratio level data
D) ordinary level data

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In social research the purpose of statistics is to


A) prove that the research theory is correct
B) validate the research project design
C) manipulate and analyze data
D) ensure acceptance by the scientific community

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If people who eat at fast food restaurants become obese, obesity is


A) an independent variable
B) a causal variable
C) a dependent variable
D) none of the above

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Inferential statistics are necessary in social research because


A) it may be impossible to find all members of a certain population
B) social scientists don't have the time or money to test an entire population
C) some of the population might not cooperate
D) samples are sometimes accurate representations of the population but can't always be used to generalize

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Which of the following can be treated as an interval-ratio variable?


A) social security number
B) zip code
C) age
D) hair color

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A nominal-level variable like marital status or gender is always


A) independent
B) qualitative
C) ordinal
D) dependent

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A researcher wants to know if there is a relationship between region of birth and political party affiliation. She should calculate a


A) univariate descriptive statistic like the mean
B) qualitative measure of influence
C) measure of association
D) statistic that measures the non-relational differentiation between the two variables

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You ask a sample of 27 students in a particular dorm on campus about their religious beliefs and use this information to make generalizations about all students in the dorm. In this research situation


A) The 27 students questioned are a population
B) The dorm is a sample
C) This is an example of descriptive statistics
D) The sample is the 27 students who were questioned

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An hypothesis states, in part, that "income increases as education increases". In this statement, education is


A) the dependent variable
B) the independent variable
C) the hypothetical variable
D) the secondary variable

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B

In the research process, the role of statistics is limited because


A) numbers don't prove anything
B) of possible flaws in research design or method
C) the researcher may not be a mathematician
D) people lie when answering questionnaires

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B

A public opinion poll that gauges the popularity of the President of the United States is an example of


A) descriptive statistics
B) inferential statistics
C) analytical statistics
D) reductionist statistics

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Data is the same thing as


A) information collected in numerical form
B) information collected in any form
C) statistics
D) proof

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A

A researcher has calculated the mean for a variable that is ordinal in level of measurement.


A) This operation is a violation of level of measurement criterion and the results should be disregarded
B) This violation of level of measurement criterion is common and results should be treated with caution
C) No violation has occurred, this is a perfectly acceptable application of statistics
D) This is a mistake: means should never be calculated for ordinal variables

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The variable socioeconomic status ranges from upper class to lower class and is an example of the


A) nominal level of measurement
B) ordinal level of measurement
C) interval-ratio level of measurement
D) ratio level of measurement

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