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At which level of measurement is a question that asks the number of alcoholic drinks a respondent had within the past 30 days?


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

E) B) and C)
F) A) and D)

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D

When using a closed-ended question where students are asked to indicate their answer by checking none, once, twice, 3 to 5 times, 6 to 9 times, or 10 or more times, which of these is true?


A) It is possible to mathematically distinguish the number of times a student binged.
B) These answer choices classify as a ratio level of measurement.
C) The distance between any two cases cannot be clearly determined.
D) The level of measurement is inherent in the variable itself

E) C) and D)
F) A) and B)

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A measure with numbers indicating the values of variables as points on a continuum is a continuous measure.

A) True
B) False

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An approach that calculates reliability based on the correlation among multiple items used to measure a single concept is ______.


A) test-retest reliability
B) inter-item reliability
C) Cronbach's alpha
D) alternate-forms reliability

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

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What is Triangulation? How might it assist in achieving better validity?

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Triangulation is the use of two or more ...

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When a measurement has reliability, it means that it yields ______.


A) measures affected by chance variation
B) consistent scores as long as the phenomenon is unchanging
C) valid scores as long as they are not changing
D) consistent measures as long as they are observed differently by observers

E) A) and B)
F) B) and C)

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Why might a researcher be concerned with inter-item reliability (or internal consistency)? Why would the researcher choose to use a multi-item index to measure a concept rather than a single question? As a part of your answer, discuss Cronbach's alpha.

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When researchers use multiple items to measure a single concept, they are concerned with interitem reliability (or internal consistency). For example, if we are to have confidence that a set of questions reliably measures an attitude, say, attitudes toward violence, then the answers to the questions should be highly associated with one another. The stronger the association between the individual items and the more items included, the higher the reliability of the index. Cronbach's alpha is a reliability measure commonly used to measure inter-item reliability. Of course, inter-item reliability cannot be computed if only one question is used to measure a concept. For this reason, it is much better to use a multi-item index to measure an important concept (Viswanathan, 2005).

For open-ended questions, response choices should be mutually exclusive and exhaustive.

A) True
B) False

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Questioning can be a particularly poor approach for measuring behaviors that are socially stigmatized.

A) True
B) False

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Good conceptualization and operationalization can prevent confusion later in the research process.

A) True
B) False

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The nominal level of measurement is also called the categorical level.

A) True
B) False

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The numbers indicating the values of variables at the interval level of measurement represent ______.


A) flexible measurement units
B) a composite measurement based on scales
C) fixed measurement units
D) an absolute zero point

E) A) and B)
F) B) and C)

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When researchers measure a phenomenon that does not change between two points separated by an interval of time, the degree to which the two measurements yield comparable values is the ______ reliability.


A) split halves
B) construct
C) alternate-forms
D) test-retest

E) B) and C)
F) All of the above

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At the nominal level of measurement, the values of variables ______.


A) are mutually exclusive
B) can be classified as having only one attribute
C) have progressively more precise measurements
D) have no mathematical interpretation

E) A) and B)
F) C) and D)

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What are open-ended questions? When are they preferable to be used in questionnaires? Give an example of an open-ended question that asks about alcohol use on your campus compared with another campus.

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Open-ended questions are questions witho...

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The US Census Bureau collects official information about crimes, known as the ______.


A) Poverty and Crime Index (PCI)
B) Systematic Social Observation (SSO)
C) Uniform Crime Reports (UCR)
D) National Minority SA/HIV Prevention Initiative (NMSHPI)

E) C) and D)
F) B) and C)

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For most statistical analyses in social science research, the ordinal and interval level of measurement can be treated as equivalent.

A) True
B) False

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False

The measurement of a variable in which the numbers permit greater than and less than distinctions is at the ______ level.


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

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

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How is conceptualization different from operationalization?

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Conceptualization is the process of spec...

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The ordinal level of measurement is a qualitative level

A) True
B) False

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