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Which of the following statements about content validity is TRUE?


A) It is sometimes called face validity.
B) It is the most difficult type of validity to establish
C) It lies at the heart of scientific progress.
D) Both a and b.
E) a,b,and c.

F) None of the above
G) C) and D)

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While completing a survey on attitudes toward house ownership,John was hit by an attack of indigestion.Which of the following best accounts for the difference between John's and another respondent's scores?


A) A true difference in attitudes
B) A true difference in personality between john and bob
C) A difference due to temporary personal factors
D) A difference due to situational factors
E) A difference due to variations in administration.

F) A) and D)
G) A) and E)

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If the number of squirrels in your backyard is highly correlated with the price of unleaded gasoline,then the number of squirrels is said to have ____ with respect to gas prices.


A) discriminant validity
B) predictive validity
C) convergent validity
D) interjudge reliability
E) nomological validity

F) C) and E)
G) A) and D)

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The zero scale value found when measuring marketing variables typically represents


A) the ordinal nature of the variable.
B) an absolute lack of an attribute.
C) the logical existence of a natural zero point.
D) a point of absolute zero magnitude.
E) a point of indifference to which the value zero is arbitrarily attached.

F) A) and D)
G) C) and E)

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A ratio scale allows the comparison of absolute magnitudes but not the differences in magnitude.

A) True
B) False

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An operational definition defines


A) how a construct is measured.
B) a construct using other constructs.
C) the usefulness of the measuring instrument.
D) the reliability of the measuring instrument.
E) the validity of the measure.

F) A) and E)
G) D) and E)

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Which of the following about ordinal data is TRUE?


A) An ordinal scale implies order but not identity.
B) The attribute being measured must possess the ordinal property to allow ordinal scaling that is meaningful.
C) With an ordinal scale we can say the difference between the first and second is the same as the difference between the second and the third.
D) The calculation of means is appropriate with ordinal data.
E) Grade point average is a good example of an ordinal scale.

F) D) and E)
G) None of the above

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Regarding measurement basics,we measure


A) objects.
B) quantities of objects.
C) quantities of attributes of objects.
D) variance among objects.
E) variance among attributes.

F) B) and E)
G) B) and D)

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Convergent validity is


A) demonstrated by showing how well the content of the test samples the subject matter.
B) demonstrated by correlating independent measures of the same construct.
C) demonstrated by the goodness of the predictions made with the measure.
D) demonstrated by the stability in scores exhibited by the measure.
E) never demonstrated.

F) A) and C)
G) None of the above

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A test necessarily lacks content validity when it


A) does not successfully predict the criterion.
B) is made up of a statistically significant selected sample of items from a large collection of items.
C) has excellent "face validity."
D) is made up of a random selection of items from a population of items.
E) is made up of items which do not represent the domain of the construct.

F) C) and D)
G) A) and D)

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When developing a measure,the next step after the researcher has specified the domain of the construct of interest is to


A) collect data.
B) purify the measure.
C) assess construct validity.
D) generate a sample of items.
E) assess reliability.

F) A) and E)
G) C) and D)

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The ordinal scale represents a higher level of measurement than the nominal scale in that


A) the assigned numerals serve to identify the objects.
B) the magnitude of the differences in the objects is shown.
C) the assigned numerals represent the order as well as identifying the object.
D) it has a natural zero.
E) it has an arbitrary zero.

F) A) and D)
G) A) and C)

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The most common instrument used to collect primary data is the ____.


A) human eye (through observation)
B) Internet (e.g. ,e-mail surveys)
C) bar code reader at stores (behavioral data research)
D) video camera (e.g. ,focus group research)
E) questionnaire

F) A) and E)
G) A) and D)

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The ACT and SAT are exams administered to high school students to determine how well they may do in college.Such tests are used because of their


A) discriminant validity.
B) predictive validity.
C) convergent validity.
D) interjudge reliability.
E) nomological validity.

F) B) and E)
G) D) and E)

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Which of the following is FALSE?


A) Interval scales allow researchers to compare the absolute magnitude of numbers.
B) A ratio scale differs from an interval scale in that the ratio scale has a natural zero.
C) Determination of absolute zero is difficult with measurements in marketing.It is debatable whether many of the constructs used in marketing even possess this property.
D) Both a and b.
E) a,b,and c.

F) C) and D)
G) A) and B)

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An attitude is a conceptual construct.

A) True
B) False

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One hundred sports writers are given a survey and asked to rank basketball players on categories such as rebounding,points scored,and assists.The results of the survey indicate that most sports writers agree on the top ten players,within the given categories.This is evidence of


A) reliability.
B) concurrent validity.
C) discriminant validity.
D) predictive validity.
E) construct validity.

F) A) and B)
G) A) and C)

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If s/he wanted to use the highest level of measurement possible,the researcher measuring respondent age would most likely suggest using ____ and a(n) ____ scale.


A) an open-ended item;interval
B) an open-ended item;ratio
C) age range categories;ordinal
D) age range categories;interval
E) an open-ended item;nominal

F) A) and D)
G) A) and C)

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The first step in developing a measure of marketing constructs is to


A) generate sample items.
B) purify the measure.
C) assess validity.
D) specify the domain of the construct.
E) collect data.

F) A) and B)
G) D) and E)

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When purifying a set of items,the researcher


A) eliminates items that seem to create confusion among respondents.
B) can use coefficient alpha to assess the correlation among items from the domain of a single construct.
C) adds new items to replace those eliminated.
D) Both a and b.
E) a,b,and c.

F) A) and B)
G) A) and C)

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