Deck 6: Qualitative and Quantitative Measurement

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Question
Professor Leon Loopy's survey question asked students to indicate their class standing as one of the following: first year,second year,third year,fourth year,or graduate.He measured the variable at what level of measurement?

A)Nominal
B)Ordinal
C)Interval
D)Ratio
E)None of the above
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Question
Which one of the following is FALSE?

A)Ordinal measures have the properties of interval measures.
B)Interval measures have the properties of nominal measures.
C)Ratio measures have the properties of ordinal measures.
D)Ordinal measures have the properties of nominal measures.
E)All are true.
Question
How do qualitative and quantitative ideas about validity differ?
Question
During the conceptualization process,a quantitative researcher should

A)look for multiple dimensions of a construct.
B)ignore definitions of other scientists,because it creates confusion.
C)avoid thinking about measuring the concept.
D)use vague,general definitions to protect a definition from criticism.
E)include a mix of unrelated ideas in his or her definition.
Question
Professor Helga Hightower developed a new measure of intelligence.She then tested two groups of people.One group scored low on existing IQ tests.The other scored very high.Those who scored low on old tests usually scored low on her new test; those who scored very high on old tests usually scored high on the new test.Her new measure has

A)concurrent validity.
B)face validity.
C)content validity.
D)internal validity.
E)statistical validity.
Question
How does standardization make comparisons easier?
Question
How do reliability and validity differ? How do they complement each other? Can a measure be reliable but invalid? How?
Question
Name the levels of measurement and explain how they differ.Give examples.
Question
Which of the following is NOT measured at a higher level than the nominal level?

A)Temperature
B)Student grades
C)Personal income in a year
D)Religious affiliation
E)The number of members in a club
Question
What are the main distinctions between qualitative and quantitative approaches to measurement?
Question
Identify and explain the four ways social scientific researchers may increase the reliability of measures.
Question
How does a researcher use the conceptual definition of a construct in operationalization and conceptualization?
Question
A social researcher takes an abstract idea and develops a clear conceptual definition for it.This is called

A)androtempration.
B)conceptualization.
C)operationalization.
D)replication.
E)triangulation.
Question
What are the differences among face,content,and criterion validity?
Question
Explain the difference between the logic of a scale and an index.
Question
Most social scientists do not accept a person's height in centimetres and millimetres as a measure of her or his intelligence because it lacks

A)precision.
B)reliability.
C)accuracy.
D)validity.
E)all of the above.
Question
Which of the following is an example of a continuous variable?

A)Income bracket
B)Temperature measured in degrees Fahrenheit
C)Religious identification
D)Gender
E)Socioeconomic status
Question
Undergraduate student Millie Magnificent developed a way to measure sexist attitudes.It worked such that a person with a score of zero truly had a neutral attitude.Also,a person who had a score of 50 had exactly double the score of someone with a score of 25.She created a(n)

A)nominal variable.
B)interval variable.
C)ratio variable.
D)ordinal variable.
E)none of the above.
Question
Create three example items,using the Likert Scale,that have mutually exclusive and exhaustive categories and no problem with the response set.
Question
Which sequence illustrates the progression of quantitative measurement steps?

A)Conceptualization,conceptual definition,operational definition,and measurement in the empirical world
B)Conceptual definition,conceptualization,operational definition,and measurement in the empirical world
C)Operational definition,conceptualization,conceptual definition,and measurement in the empirical world
D)Conceptual definition,operationalization,conceptualization,and empirical world measurement
E)Conceptualization,operationalization,conceptual definition,and empirical world measurement
Question
Patrick Paddywagon,owner of the Paddywagon Automobile Supermarket,wanted to find out the kinds of cars he should push to graduating college students.He asked 100 university seniors to rate 10 aspects of 11 models his dealership sold: style,fuel economy,engineering,safety,performance,prestige,comfort,price,selection or options,and interior size.Each car was rated on the 10 aspects from 0 (poor)to 5 (excellent).Each student also rated the importance of each aspect (1 = unimportant,2 = moderate importance,3 = very important).Then each aspect rating was weighed (multiplied)by its importance rating.Next,everything was added together for a score.Each car received a score of 0 to 150.What measurement technique did Patrick use in his study?

A)Interval measure
B)Graphic rating scale
C)Likert scale
D)Predictive scale
E)An index
Question
Dr.Aaron Adamson uses telephone surveys to measure life satisfaction across Canada.When Dr.Adamson and his research assistants phone participants,they ask them to report responses to questions by indicating whether they "strongly agree," "agree," "strongly disagree," or "disagree." Which of the following is he using?

A)Standard scale
B)An index
C)Graphic rating scale
D)Likert scale
E)None of the above
Question
Which of the following is measured at the ordinal level?

A)George weighs the same as Harry.
B)Mary weighs less than Janet.
C)Martha weighs 8 pounds more than Ruth.
D)Sam weighs twice as much as his dog.
E)Henry and Charlie weigh 150 lbs.
Question
Professor Richard Rockabilly developed a measure of an ideal rock group.He added together ratings of six factors: clear beat in music,on-stage performance excitement,new electronic sound,dress and appearance of performers,distinctiveness of sound,and degree to which lyrics were relevant.He rated 25 groups on the six factors to get an overall measure of each rock group.He created a(n)

A)index.
B)scale.
C)measure of central tendency.
D)statistic.
E)item analysis.
Question
Use the letters marking parts of the diagram of the measurement process to identify the following part: Operational definition of the dependent variable. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following part: Operational definition of the dependent variable.  </strong> A)F B)G C)K D)J E)L <div style=padding-top: 35px>

A)F
B)G
C)K
D)J
E)L
Question
What level of measurement is the Likert scale appropriate for measuring?

A)Nominal
B)Ordinal
C)Interval
D)Ratio
E)none of the above.
Question
Dr.Jim Jennings studies the relationship between age and levels of activity.Jim measures levels of activity by documenting the number of steps his subjects take each day.What has Jim done by creating this measure of activity levels?

A)Conceptualized an operation
B)Standardized a variable
C)Operationalized a concept
D)Operationalized a definition
E)None of the above
Question
Professor Ethan Enright developed a measure of an ideal place to live.He added together measures of many factors: tax rate,quality of school system,cultural and recreational opportunities,pollution,traffic congestion,crime rate,and health-care availability for 50 Canadian cities to get a score for each.Dr.Enright created a(n)

A)index.
B)scale.
C)measure of central tendency.
D)statistic.
E)item analysis.
Question
Qualitative researchers do not place the same emphasis on reliability as quantitative researchers do.What do qualitative researchers aspire to that is similar to reliability?

A)Credibility
B)Truthfulness
C)Validity
D)Transferability
E)Consistency
Question
When a researcher seeks to validate a measure by comparing it with a "tried and true" pre-existing measure,this type of validity is called

A)face.
B)predictive.
C)criterion.
D)concurrent.
E)content.
Question
What is the problem with this measure of university student age? Please indicate your age:
(i)17 to 18 years old
(ii)19 to 20 years old
(iii)21 to 22 years old

A)Its attributes are mutually exclusive.
B)Its attributes are not exhaustive.
C)Its attributes are exhaustive.
D)Its attributes are double-barrelled.
E)There is nothing wrong with it.
Question
Which of the following concepts pertains to the fit between conceptual and operational definitions?

A)Measurement validity
B)Statistical validity
C)Interval measures
D)Standardization
E)Reliability
Question
Which of the following lists contains all variables?

A)Female,Catholic,educational level
B)Accountant,professor,carpenter
C)Occupation,number of children,rate of divorce
D)21 years old,married,middle class
E)Frequency of attending religious services,Chinese ethnicity,farmer
Question
What level of measurement is being used in the statement,"A fox terrier is smaller than a Russian wolfhound,but bigger than a Chihuahua."

A)Nominal
B)Ordinal
C)Internal
D)Ratio
E)None of the above
Question
Which of the following statements about the role of a conceptual definition in variable measurement is true?

A)Value judgments never play a role.
B)There is agreement among researchers about the single best definition for all concepts,and we just have to find it.
C)Good definitions are ones that are explicit and clear.
D)Never provide an example for a definition.
E)Conceptual definitions should never contain multiple dimensions.
Question
Professor Tak Tanaka developed a new measure of fear of crime.His conceptual definition was this: "The degree of emotional,behavioural,or mental response to a real or imagined theft of property or attack on one's person or family members." He then developed one question for a survey to measure his concept: "Do you lock your car doors when you park to go shopping?" What is the major problem with his measure?

A)Reliability
B)Content validity
C)Face validity
D)Internal validity
E)Representative validity
Question
Mildred Magnificent got on the scale at 7:00 a.m.and weighed 295 pounds.At 7:02 a.m.she again got on the scale and weighed 200 pounds.At 7:04 a.m.she weighed 499 pounds.The measurement of Mildred's weight has problems with

A)reliability.
B)induction.
C)standardization
D)conceptualization.
E)precision.
Question
The two subtypes of criterion validity are __________ validity and __________ validity.

A)content; predictive
B)face; content
C)concurrent; predictive
D)internal; external
E)concurrent; measurement
Question
Which sort of hypothesis are researchers interested in testing at the level of operational definitions?

A)Grounded
B)Variable
C)Conceptual
D)Empirical
E)Abstract
Question
Which type of measurement validity is the easiest to achieve?

A)Concurrent
B)Face
C)Content
D)Criterion
E)Predictive
Question
When comparing qualitative and a quantitative approaches to measurement,operationalization in the qualitative approach involves which of the following?

A)More of an "after-the-fact" description based on what was observed in the data than based on a preplanned idea
B)A researcher taking a carefully developed theoretical definition and developing specific empirical indicators of it for use when later gathering data
C)A process that comes after careful conceptualization; operationalization never comes before careful conceptualization in qualitative research
D)There is no difference between qualitative and quantitative operationalization.
E)There is no operationalization in qualitative research.
Question
Define the following:
conceptual definition
Question
Define the following:
concurrent validity
Question
Define the following:
dependability
Question
Define the following:
continuous variables
Question
Use the letters marking parts of the diagram of the measurement process to identify the following part: Conceptualization of the dependent variable. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following part: Conceptualization of the dependent variable.  </strong> A)E B)I C)H D)D E)F <div style=padding-top: 35px>

A)E
B)I
C)H
D)D
E)F
Question
For quantitative researchers,validity means truthfulness.It refers to the bridge between a concept and the data.Qualitative researchers are also concerned with truthfulness,but do not discuss it in terms of "validity." What term do qualitative researchers use to discuss the truth-value of their research?

A)Accuracy
B)Authenticity
C)Consistency
D)Reliability
E)Standardization
Question
Define the following:
conceptualization
Question
Minako Wada,a graduate student in sociology,considers herself to be an atheist.She is asked to complete a survey on international students' experiences in Canada.The question on religious affiliation asks participants to identify their religious affiliation and includes the following categories:
a.Catholic
b.Protestant
c.Jewish
d.Muslim
e.Hindu
f.Buddhist
g.Shinto
What is wrong with this question?

A)The response categories are not mutually exclusive.
B)The response categories are not exhaustive.
C)The response categories are not ranked.
D)All of the above are problems.
E)None of the above.
Question
Define the following:
authenticity
Question
Use the letters marking parts of the diagram of the measurement process to identify the following parts: Conceptual definition of the dependent variable. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following parts: Conceptual definition of the dependent variable.  </strong> A)K B)G C)B D)A E)C <div style=padding-top: 35px>

A)K
B)G
C)B
D)A
E)C
Question
The following question appeared on the Canadian Community Health Survey,a survey administered to all Canadians 18 years of age and older: To what age category do you belong?
a.18-24
b.25-34
c.35-44
d.45-54
e.55-65
f.65+
What is wrong with this question?

A)The response categories are not exhaustive.
B)The response categories are not mutually exclusive.
C)The response categories are not labelled with life course stages,e.g.,middle age,senior.
D)All of the above are problems.
E)None of the above.
Question
Define the following:
criterion validity
Question
Define the following:
conceptual hypothesis
Question
Define the following:
empirical hypothesis
Question
Use the letters marking parts of the diagram of the measurement process to identify the following part: Empirical hypothesis. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following part: Empirical hypothesis.  </strong> A)L B)B C)H D)G E)C <div style=padding-top: 35px>

A)L
B)B
C)H
D)G
E)C
Question
Define the following:
discrete variables
Question
Define the following:
content validity
Question
Define the following:
exhaustive attributes
Question
Define the following:
credibility
Question
Define the following:
ordinal-level measurement
Question
Define the following:
index
Question
Define the following:
measurement validity
Question
Define the following:
nominal-level measurement
Question
Define the following:
mutually exclusive attributes
Question
Define the following:
ratio-level measurement
Question
Define the following:
external validity
Question
Define the following:
standardization
Question
Define the following:
interval-level measurement
Question
Define the following:
multiple indicators
Question
Define the following:
statistical validity
Question
Define the following:
internal validity
Question
Define the following:
levels of measurement
Question
Define the following:
scale
Question
Define the following:
operational definition
Question
Define the following:
Likert scale
Question
Define the following:
reliability
Question
Define the following:
face validity
Question
Define the following:
predictive validity
Question
Define the following:
operationalization
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Deck 6: Qualitative and Quantitative Measurement
1
Professor Leon Loopy's survey question asked students to indicate their class standing as one of the following: first year,second year,third year,fourth year,or graduate.He measured the variable at what level of measurement?

A)Nominal
B)Ordinal
C)Interval
D)Ratio
E)None of the above
Ordinal
2
Which one of the following is FALSE?

A)Ordinal measures have the properties of interval measures.
B)Interval measures have the properties of nominal measures.
C)Ratio measures have the properties of ordinal measures.
D)Ordinal measures have the properties of nominal measures.
E)All are true.
Ordinal measures have the properties of interval measures.
3
How do qualitative and quantitative ideas about validity differ?
●Qualitative researchers have developed several methods that serve as substitutes for the quantitative approach to validity.These emphasize covering the insider's view to others.Historical researchers use internal and external criticisms to determine whether the evidence they have is real or they believe it to be.Qualitative researchers adhere to the core principle of validity,to be truthful (i.e.,avoid false or distorted accounts).They try to create a tight fit between their understanding,ideas,and statements about the social world and what is actually occurring in it.Instead of validity,qualitative researchers use the terms credibility (internal validity)and transferability (external validity).
●Quantitative researchers consider validity to mean "true" or "correct." They use several types of measurement validity.At its core,measurement validity refers to how well an empirical indicator and the conceptual definition of the construct that the indicator is supposed to measure "fit" together.The better the "fit," the greater the measurement validity.
4
During the conceptualization process,a quantitative researcher should

A)look for multiple dimensions of a construct.
B)ignore definitions of other scientists,because it creates confusion.
C)avoid thinking about measuring the concept.
D)use vague,general definitions to protect a definition from criticism.
E)include a mix of unrelated ideas in his or her definition.
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Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
5
Professor Helga Hightower developed a new measure of intelligence.She then tested two groups of people.One group scored low on existing IQ tests.The other scored very high.Those who scored low on old tests usually scored low on her new test; those who scored very high on old tests usually scored high on the new test.Her new measure has

A)concurrent validity.
B)face validity.
C)content validity.
D)internal validity.
E)statistical validity.
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k this deck
6
How does standardization make comparisons easier?
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7
How do reliability and validity differ? How do they complement each other? Can a measure be reliable but invalid? How?
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8
Name the levels of measurement and explain how they differ.Give examples.
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9
Which of the following is NOT measured at a higher level than the nominal level?

A)Temperature
B)Student grades
C)Personal income in a year
D)Religious affiliation
E)The number of members in a club
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10
What are the main distinctions between qualitative and quantitative approaches to measurement?
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11
Identify and explain the four ways social scientific researchers may increase the reliability of measures.
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12
How does a researcher use the conceptual definition of a construct in operationalization and conceptualization?
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13
A social researcher takes an abstract idea and develops a clear conceptual definition for it.This is called

A)androtempration.
B)conceptualization.
C)operationalization.
D)replication.
E)triangulation.
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k this deck
14
What are the differences among face,content,and criterion validity?
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15
Explain the difference between the logic of a scale and an index.
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16
Most social scientists do not accept a person's height in centimetres and millimetres as a measure of her or his intelligence because it lacks

A)precision.
B)reliability.
C)accuracy.
D)validity.
E)all of the above.
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Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
17
Which of the following is an example of a continuous variable?

A)Income bracket
B)Temperature measured in degrees Fahrenheit
C)Religious identification
D)Gender
E)Socioeconomic status
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18
Undergraduate student Millie Magnificent developed a way to measure sexist attitudes.It worked such that a person with a score of zero truly had a neutral attitude.Also,a person who had a score of 50 had exactly double the score of someone with a score of 25.She created a(n)

A)nominal variable.
B)interval variable.
C)ratio variable.
D)ordinal variable.
E)none of the above.
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k this deck
19
Create three example items,using the Likert Scale,that have mutually exclusive and exhaustive categories and no problem with the response set.
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k this deck
20
Which sequence illustrates the progression of quantitative measurement steps?

A)Conceptualization,conceptual definition,operational definition,and measurement in the empirical world
B)Conceptual definition,conceptualization,operational definition,and measurement in the empirical world
C)Operational definition,conceptualization,conceptual definition,and measurement in the empirical world
D)Conceptual definition,operationalization,conceptualization,and empirical world measurement
E)Conceptualization,operationalization,conceptual definition,and empirical world measurement
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21
Patrick Paddywagon,owner of the Paddywagon Automobile Supermarket,wanted to find out the kinds of cars he should push to graduating college students.He asked 100 university seniors to rate 10 aspects of 11 models his dealership sold: style,fuel economy,engineering,safety,performance,prestige,comfort,price,selection or options,and interior size.Each car was rated on the 10 aspects from 0 (poor)to 5 (excellent).Each student also rated the importance of each aspect (1 = unimportant,2 = moderate importance,3 = very important).Then each aspect rating was weighed (multiplied)by its importance rating.Next,everything was added together for a score.Each car received a score of 0 to 150.What measurement technique did Patrick use in his study?

A)Interval measure
B)Graphic rating scale
C)Likert scale
D)Predictive scale
E)An index
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22
Dr.Aaron Adamson uses telephone surveys to measure life satisfaction across Canada.When Dr.Adamson and his research assistants phone participants,they ask them to report responses to questions by indicating whether they "strongly agree," "agree," "strongly disagree," or "disagree." Which of the following is he using?

A)Standard scale
B)An index
C)Graphic rating scale
D)Likert scale
E)None of the above
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23
Which of the following is measured at the ordinal level?

A)George weighs the same as Harry.
B)Mary weighs less than Janet.
C)Martha weighs 8 pounds more than Ruth.
D)Sam weighs twice as much as his dog.
E)Henry and Charlie weigh 150 lbs.
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24
Professor Richard Rockabilly developed a measure of an ideal rock group.He added together ratings of six factors: clear beat in music,on-stage performance excitement,new electronic sound,dress and appearance of performers,distinctiveness of sound,and degree to which lyrics were relevant.He rated 25 groups on the six factors to get an overall measure of each rock group.He created a(n)

A)index.
B)scale.
C)measure of central tendency.
D)statistic.
E)item analysis.
Unlock Deck
Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
25
Use the letters marking parts of the diagram of the measurement process to identify the following part: Operational definition of the dependent variable. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following part: Operational definition of the dependent variable.  </strong> A)F B)G C)K D)J E)L

A)F
B)G
C)K
D)J
E)L
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26
What level of measurement is the Likert scale appropriate for measuring?

A)Nominal
B)Ordinal
C)Interval
D)Ratio
E)none of the above.
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k this deck
27
Dr.Jim Jennings studies the relationship between age and levels of activity.Jim measures levels of activity by documenting the number of steps his subjects take each day.What has Jim done by creating this measure of activity levels?

A)Conceptualized an operation
B)Standardized a variable
C)Operationalized a concept
D)Operationalized a definition
E)None of the above
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28
Professor Ethan Enright developed a measure of an ideal place to live.He added together measures of many factors: tax rate,quality of school system,cultural and recreational opportunities,pollution,traffic congestion,crime rate,and health-care availability for 50 Canadian cities to get a score for each.Dr.Enright created a(n)

A)index.
B)scale.
C)measure of central tendency.
D)statistic.
E)item analysis.
Unlock Deck
Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
29
Qualitative researchers do not place the same emphasis on reliability as quantitative researchers do.What do qualitative researchers aspire to that is similar to reliability?

A)Credibility
B)Truthfulness
C)Validity
D)Transferability
E)Consistency
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30
When a researcher seeks to validate a measure by comparing it with a "tried and true" pre-existing measure,this type of validity is called

A)face.
B)predictive.
C)criterion.
D)concurrent.
E)content.
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Unlock Deck
k this deck
31
What is the problem with this measure of university student age? Please indicate your age:
(i)17 to 18 years old
(ii)19 to 20 years old
(iii)21 to 22 years old

A)Its attributes are mutually exclusive.
B)Its attributes are not exhaustive.
C)Its attributes are exhaustive.
D)Its attributes are double-barrelled.
E)There is nothing wrong with it.
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Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
32
Which of the following concepts pertains to the fit between conceptual and operational definitions?

A)Measurement validity
B)Statistical validity
C)Interval measures
D)Standardization
E)Reliability
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Unlock Deck
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33
Which of the following lists contains all variables?

A)Female,Catholic,educational level
B)Accountant,professor,carpenter
C)Occupation,number of children,rate of divorce
D)21 years old,married,middle class
E)Frequency of attending religious services,Chinese ethnicity,farmer
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Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
34
What level of measurement is being used in the statement,"A fox terrier is smaller than a Russian wolfhound,but bigger than a Chihuahua."

A)Nominal
B)Ordinal
C)Internal
D)Ratio
E)None of the above
Unlock Deck
Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
35
Which of the following statements about the role of a conceptual definition in variable measurement is true?

A)Value judgments never play a role.
B)There is agreement among researchers about the single best definition for all concepts,and we just have to find it.
C)Good definitions are ones that are explicit and clear.
D)Never provide an example for a definition.
E)Conceptual definitions should never contain multiple dimensions.
Unlock Deck
Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
36
Professor Tak Tanaka developed a new measure of fear of crime.His conceptual definition was this: "The degree of emotional,behavioural,or mental response to a real or imagined theft of property or attack on one's person or family members." He then developed one question for a survey to measure his concept: "Do you lock your car doors when you park to go shopping?" What is the major problem with his measure?

A)Reliability
B)Content validity
C)Face validity
D)Internal validity
E)Representative validity
Unlock Deck
Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
37
Mildred Magnificent got on the scale at 7:00 a.m.and weighed 295 pounds.At 7:02 a.m.she again got on the scale and weighed 200 pounds.At 7:04 a.m.she weighed 499 pounds.The measurement of Mildred's weight has problems with

A)reliability.
B)induction.
C)standardization
D)conceptualization.
E)precision.
Unlock Deck
Unlock for access to all 82 flashcards in this deck.
Unlock Deck
k this deck
38
The two subtypes of criterion validity are __________ validity and __________ validity.

A)content; predictive
B)face; content
C)concurrent; predictive
D)internal; external
E)concurrent; measurement
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39
Which sort of hypothesis are researchers interested in testing at the level of operational definitions?

A)Grounded
B)Variable
C)Conceptual
D)Empirical
E)Abstract
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40
Which type of measurement validity is the easiest to achieve?

A)Concurrent
B)Face
C)Content
D)Criterion
E)Predictive
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41
When comparing qualitative and a quantitative approaches to measurement,operationalization in the qualitative approach involves which of the following?

A)More of an "after-the-fact" description based on what was observed in the data than based on a preplanned idea
B)A researcher taking a carefully developed theoretical definition and developing specific empirical indicators of it for use when later gathering data
C)A process that comes after careful conceptualization; operationalization never comes before careful conceptualization in qualitative research
D)There is no difference between qualitative and quantitative operationalization.
E)There is no operationalization in qualitative research.
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42
Define the following:
conceptual definition
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43
Define the following:
concurrent validity
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44
Define the following:
dependability
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45
Define the following:
continuous variables
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46
Use the letters marking parts of the diagram of the measurement process to identify the following part: Conceptualization of the dependent variable. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following part: Conceptualization of the dependent variable.  </strong> A)E B)I C)H D)D E)F

A)E
B)I
C)H
D)D
E)F
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47
For quantitative researchers,validity means truthfulness.It refers to the bridge between a concept and the data.Qualitative researchers are also concerned with truthfulness,but do not discuss it in terms of "validity." What term do qualitative researchers use to discuss the truth-value of their research?

A)Accuracy
B)Authenticity
C)Consistency
D)Reliability
E)Standardization
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48
Define the following:
conceptualization
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49
Minako Wada,a graduate student in sociology,considers herself to be an atheist.She is asked to complete a survey on international students' experiences in Canada.The question on religious affiliation asks participants to identify their religious affiliation and includes the following categories:
a.Catholic
b.Protestant
c.Jewish
d.Muslim
e.Hindu
f.Buddhist
g.Shinto
What is wrong with this question?

A)The response categories are not mutually exclusive.
B)The response categories are not exhaustive.
C)The response categories are not ranked.
D)All of the above are problems.
E)None of the above.
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50
Define the following:
authenticity
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51
Use the letters marking parts of the diagram of the measurement process to identify the following parts: Conceptual definition of the dependent variable. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following parts: Conceptual definition of the dependent variable.  </strong> A)K B)G C)B D)A E)C

A)K
B)G
C)B
D)A
E)C
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52
The following question appeared on the Canadian Community Health Survey,a survey administered to all Canadians 18 years of age and older: To what age category do you belong?
a.18-24
b.25-34
c.35-44
d.45-54
e.55-65
f.65+
What is wrong with this question?

A)The response categories are not exhaustive.
B)The response categories are not mutually exclusive.
C)The response categories are not labelled with life course stages,e.g.,middle age,senior.
D)All of the above are problems.
E)None of the above.
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53
Define the following:
criterion validity
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54
Define the following:
conceptual hypothesis
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55
Define the following:
empirical hypothesis
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56
Use the letters marking parts of the diagram of the measurement process to identify the following part: Empirical hypothesis. <strong>Use the letters marking parts of the diagram of the measurement process to identify the following part: Empirical hypothesis.  </strong> A)L B)B C)H D)G E)C

A)L
B)B
C)H
D)G
E)C
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57
Define the following:
discrete variables
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58
Define the following:
content validity
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59
Define the following:
exhaustive attributes
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60
Define the following:
credibility
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61
Define the following:
ordinal-level measurement
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62
Define the following:
index
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63
Define the following:
measurement validity
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64
Define the following:
nominal-level measurement
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65
Define the following:
mutually exclusive attributes
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66
Define the following:
ratio-level measurement
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67
Define the following:
external validity
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68
Define the following:
standardization
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69
Define the following:
interval-level measurement
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70
Define the following:
multiple indicators
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71
Define the following:
statistical validity
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72
Define the following:
internal validity
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73
Define the following:
levels of measurement
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74
Define the following:
scale
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75
Define the following:
operational definition
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76
Define the following:
Likert scale
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77
Define the following:
reliability
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78
Define the following:
face validity
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79
Define the following:
predictive validity
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80
Define the following:
operationalization
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