Deck 7: Summarizing Research Results: Data Reduction and Descriptive Statistics
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Deck 7: Summarizing Research Results: Data Reduction and Descriptive Statistics
1
What does the chi-square statistic compares?
A) mean scores in different groups
B) range of scores in different groups
C) distribution of scores in different groups
D) distribution of means in different groups
A) mean scores in different groups
B) range of scores in different groups
C) distribution of scores in different groups
D) distribution of means in different groups
C
2
Which of the following are TRUE of descriptive statistics?
A) summarize complex data
B) analyze complex data
C) show population parameters
D) analyze sample types
A) summarize complex data
B) analyze complex data
C) show population parameters
D) analyze sample types
A
3
Which one of the following lists shows measures of dispersion only?
A) mean, median, and mode
B) mode, maximum, and minimum
C) mean, median, and maximum
D) range, minimum, and maximum
A) mean, median, and mode
B) mode, maximum, and minimum
C) mean, median, and maximum
D) range, minimum, and maximum
D
4
Statistics that describe the relationship among three or more variables are known as ______ statistics.
A) multivariate
B) univariate
C) bivariate
E) polyvariate
A) multivariate
B) univariate
C) bivariate
E) polyvariate
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5
Statistical calculations can help us decide everything EXCEPT ______.
A) whether there are significant differences among groups of people
B) whether there are significant relationships among variables
C) what level of confidence we can have when we attempt to generalize our findings
D) who we should survey
A) whether there are significant differences among groups of people
B) whether there are significant relationships among variables
C) what level of confidence we can have when we attempt to generalize our findings
D) who we should survey
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6
Which one of the following is NOT true of descriptive statistics?
A) summarize complex data
B) show how the data vary
C) show population parameters
D) show if different groups of people differ in some way
A) summarize complex data
B) show how the data vary
C) show population parameters
D) show if different groups of people differ in some way
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7
Which one of the following is NOT a measure of dispersion?
A) minimum
B) maximum
C) mean
D) range
A) minimum
B) maximum
C) mean
D) range
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8
Anomalous data may be dealt with by all methods EXCEPT ______.
A) not analyzing them
B) analyzing them along with other data
C) analyzing them separately from other data
D) replacing the anomalous data with an average of the rest of the data
A) not analyzing them
B) analyzing them along with other data
C) analyzing them separately from other data
D) replacing the anomalous data with an average of the rest of the data
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9
The statistics minimum, maximum, range, variance, and standard deviation are in a class of statistics known as ______.
A) measures of correlation
B) measures of disbursement
C) measures of dispersion
D) descriptive statistics
A) measures of correlation
B) measures of disbursement
C) measures of dispersion
D) descriptive statistics
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10
Mean, median, and mode are in a class of statistics known as ______.
A) inferential
B) descriptive
C) nonlinear
D) computational
A) inferential
B) descriptive
C) nonlinear
D) computational
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11
Standard deviation is the ______ variance.
A) square of
B) square-root of
C) range of
D) mean of
A) square of
B) square-root of
C) range of
D) mean of
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12
Statistics that describe the relationship between two variables are known as ______ statistics.
A) multivariate
B) univariate
C) bivariate
D) polyvariate
A) multivariate
B) univariate
C) bivariate
D) polyvariate
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13
Data a researcher discovers to be very different in nature from either expected results or the main body of data are referred to as ______.
A) androgynous
B) anthropological
C) anomalous
D) anastigmatic
A) androgynous
B) anthropological
C) anomalous
D) anastigmatic
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14
Mean, mode, and median are measures of ______.
A) dispersion
B) distortion
C) correlation
D) central tendency
A) dispersion
B) distortion
C) correlation
D) central tendency
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15
The formula for calculating chi-square includes ______.
A) median
B) values expected to be found
C) the number of individuals in the group
D) mode
A) median
B) values expected to be found
C) the number of individuals in the group
D) mode
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16
The chi-square test is used to assess whether groups differ on which of the following types of variables?
A) bivariate and univariate
B) linear and curvilinear
C) nominal and ordinal
D) interval and ratio
A) bivariate and univariate
B) linear and curvilinear
C) nominal and ordinal
D) interval and ratio
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17
In communication research, the word "metric" refers to ______.
A) use of the metric system in research reporting
B) use of scales ranging between 1 and 10
C) use of scales ranging between 100 and 1,000
D) units of measurement
A) use of the metric system in research reporting
B) use of scales ranging between 1 and 10
C) use of scales ranging between 100 and 1,000
D) units of measurement
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18
Anomalous data are data that ______.
A) are not anticipated by the researcher
B) are anticipated by the researcher
C) cannot be analyzed quantitatively
D) cannot be used for ethical reasons
A) are not anticipated by the researcher
B) are anticipated by the researcher
C) cannot be analyzed quantitatively
D) cannot be used for ethical reasons
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19
The formula for calculating variance includes everything EXCEPT ______.
A) scores for each individual in a group
B) the mean score for the group
C) the number of individuals in the group
D) a description of the population
A) scores for each individual in a group
B) the mean score for the group
C) the number of individuals in the group
D) a description of the population
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20
Which one of the following lists shows measures of central tendency only?
A) range, maximum, and minimum
B) mean, median, and mode
C) mean, median, and maximum
D) mean, minimum, and maximum
A) range, maximum, and minimum
B) mean, median, and mode
C) mean, median, and maximum
D) mean, minimum, and maximum
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21
Professionalism demands that you analyze all the data in a data set, not just part of it.
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22
The chi-square test looks for differences in average scores between two groups.
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23
Mean, median, and mode all summarize data in the same way.
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24
The term "median" refers to the ______ in a data set.
A) score that appears most frequently
B) score with equal numbers of scores on either side of it
C) lowest score
D) average score
A) score that appears most frequently
B) score with equal numbers of scores on either side of it
C) lowest score
D) average score
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25
If you know the mean and median values of a data set, you will automatically know the value of the mode.
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26
Which one of the following is not a measure of central tendency?
A) mean
B) median
C) average
D) variance
A) mean
B) median
C) average
D) variance
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27
Minimum, maximum, and range are all measures of central tendency.
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28
A data set consists of all the data from a research project.
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29
The term "mode" refers to the ______ in a data set.
A) most frequent score
B) midrange score
C) lowest score
D) average score
A) most frequent score
B) midrange score
C) lowest score
D) average score
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30
Mean, median, and mode are all measures of dispersion.
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31
Which one of the following lists does NOT show measures of dispersion?
A) minimum and maximum
B) maximum and range
C) mean and mode
D) minimum and range
A) minimum and maximum
B) maximum and range
C) mean and mode
D) minimum and range
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32
The range of values for a variable is the difference between the median and maximum values.
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33
Degrees of freedom is an estimate of the number of independent pieces of information on which an estimate is based.
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34
Statistical procedures cannot summarize complex quantitative data.
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35
Minimum, maximum, and range are all measures of dispersion.
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36
The term "frequencies" refers to the average number of times a particular value occurs.
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37
The term "range" refers to the difference between the ______ in a data set.
A) most frequent score and the least frequent score
B) highest and the lowest scores
C) highest score and the mean
D) mean and the median
A) most frequent score and the least frequent score
B) highest and the lowest scores
C) highest score and the mean
D) mean and the median
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38
Mean, median, and mode are all measures of central tendency.
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39
"Degrees of freedom" is a term that reflects the number of______.
A) different statistical tests that were run on a data set
B) times data were reanalyzed to confirm initial findings
C) different ways data could be combined and still produce the same statistical results
D) times that a population can be repeatedly sampled
A) different statistical tests that were run on a data set
B) times data were reanalyzed to confirm initial findings
C) different ways data could be combined and still produce the same statistical results
D) times that a population can be repeatedly sampled
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40
The term "mean" refers to the ______ in a data set.
A) most frequent score
B) midrange score
C) lowest score
D) average score
A) most frequent score
B) midrange score
C) lowest score
D) average score
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41
Explain mean, median, and mode and how they differ.
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42
Inferential statistics help us make generalizations about a population from a smaller sample of that population.
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43
Standard deviation is the square root of variance.
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44
Variance is the square root of standard deviation.
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45
The chi-square test assesses the differences in the distribution of data between groups.
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46
Variance and standard deviation standardize different measures so we can compare them "on a level playing field."
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47
Identify and explain three main uses of statistics.
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48
A z-score is the number of units of standard deviation a value is above or below the mean.
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49
A z-score is the number of times any one score appears in a data set.
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50
Explain the purpose of the chi-square test and identify the type of data used to compute it.
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51
Explain minimum, maximum, range, variance, and standard deviation.
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52
Contingency tables show the relationship between two or more variables.
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53
The larger the standard deviation of a variable, the wider its range of scores on either side of the mean.
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54
Descriptive statistics help us make generalizations about a population from a smaller sample of that population.
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55
Explain with examples the difference between categorical and continuous data. Why do we need to know what type of data we are using?
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56
The term "frequencies" refers to the number of times a particular score occurs.
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57
Explain, with examples, how measures of dispersion differ from measures of central tendency.
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58
Anomalous data must be dealt with by not analyzing it.
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59
Variance is a measure of the extent to which scores in a data set vary.
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60
Explain the purpose of a z-score and how it is calculated.
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