1What is the median of the scores 3, 5, 7, 9, and 11?
the median
Easy
A.7
B.8
C.9
D.5
Correct Answer: 7
Explanation:
The median is the middle value when the scores are arranged in order. Here, 7 is the middle score.
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2What is the median of the scores 4, 6, 8, and 10?
the median
Easy
A.6
B.7
C.9
D.8
Correct Answer: 7
Explanation:
With an even number of scores, the median is the average of the two middle values: .
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3What is the mode of the scores 2, 4, 4, 5, and 7?
the mode
Easy
A.4
B.2
C.5
D.7
Correct Answer: 4
Explanation:
The mode is the value that occurs most often. The score 4 appears twice.
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4Which measure of central tendency identifies the most frequently occurring score?
the mode
Easy
A.Range
B.Mode
C.Mean
D.Median
Correct Answer: Mode
Explanation:
The mode is defined as the most frequently occurring value in a data set.
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5What is the arithmetic mean of 4, 6, and 8?
the mean
Easy
A.6
B.7
C.8
D.5
Correct Answer: 6
Explanation:
The mean is found by adding the values and dividing by their number: .
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6Which formula represents the mean of a set of scores?
the mean
Easy
A.Sum of scores divided by number of scores
B.Largest score minus smallest score
C.Most frequent score
D.Middle score in an ordered set
Correct Answer: Sum of scores divided by number of scores
Explanation:
The arithmetic mean equals the total of all scores divided by the number of scores.
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7If every score in a data set is increased by 5, what happens to the mean?
the mean
Easy
A.It decreases by 5
B.It becomes zero
C.It increases by 5
D.It stays the same
Correct Answer: It increases by 5
Explanation:
Adding the same constant to every score increases the mean by that constant.
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8What is the range of the scores 6, 9, 12, and 15?
range
Easy
A.9
B.8
C.21
D.6
Correct Answer: 9
Explanation:
The range is the largest value minus the smallest value: .
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9Which expression is used to calculate the range?
range
Easy
A.Smallest value plus largest value
B.Upper quartile minus median
C.Sum divided by the number of values
D.Largest value minus smallest value
Correct Answer: Largest value minus smallest value
Explanation:
The range measures total spread by subtracting the smallest score from the largest score.
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10A data set has a minimum value of 12 and a maximum value of 30. What is its range?
range
Easy
A.42
B.12
C.30
D.18
Correct Answer: 18
Explanation:
The range is .
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11What does the interquartile range measure?
interquartile and the semi-interquartile range
Easy
A.The spread of the middle 50% of scores
B.The most common score
C.The total number of scores
D.The average of all scores
Correct Answer: The spread of the middle 50% of scores
Explanation:
The interquartile range describes the spread between the first and third quartiles, containing the middle 50% of the data.
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12If the first quartile is 10 and the third quartile is 18, what is the interquartile range?
interquartile and the semi-interquartile range
Easy
A.4
B.8
C.28
D.10
Correct Answer: 8
Explanation:
The interquartile range is .
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13What is the semi-interquartile range?
interquartile and the semi-interquartile range
Easy
A.The interquartile range divided by 2
B.The mean divided by 2
C.The interquartile range multiplied by 2
D.The range divided by 2
Correct Answer: The interquartile range divided by 2
Explanation:
The semi-interquartile range is half of the interquartile range: .
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14If the interquartile range is 14, what is the semi-interquartile range?
interquartile and the semi-interquartile range
Easy
A.5
B.7
C.28
D.14
Correct Answer: 7
Explanation:
The semi-interquartile range is half the interquartile range: .
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15What does the average deviation describe?
the average deviation
Easy
A.The difference between the largest and smallest scores
B.The product of all scores
C.The most frequent score in a set
D.The average distance of scores from a central value
Correct Answer: The average distance of scores from a central value
Explanation:
Average deviation describes the average absolute distance of scores from a chosen central value, commonly the mean.
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16When calculating average deviation from the mean, which type of deviations is used?
the average deviation
Easy
A.Absolute deviations
B.Squared scores only
C.Ranked deviations
D.Signed deviations
Correct Answer: Absolute deviations
Explanation:
Absolute deviations are used so that positive and negative differences do not cancel each other.
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17What does standard deviation measure?
the standard deviation and variance
Easy
A.The middle score in a data set
B.The total number of scores
C.The most frequent score
D.The typical spread of scores around the mean
Correct Answer: The typical spread of scores around the mean
Explanation:
Standard deviation indicates how much scores typically vary around the mean.
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18What is the relationship between variance and standard deviation?
the standard deviation and variance
Easy
A.Variance is standard deviation plus one
B.Variance is half of standard deviation
C.Variance is unrelated to standard deviation
D.Variance is the square of standard deviation
Correct Answer: Variance is the square of standard deviation
Explanation:
Variance is the squared standard deviation, while standard deviation is the square root of variance.
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19If the variance of a data set is 25, what is its standard deviation?
the standard deviation and variance
Easy
A.20
B.10
C.625
D.5
Correct Answer: 5
Explanation:
The standard deviation is the square root of the variance: .
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20If all scores in a data set are identical, what is their standard deviation?
the standard deviation and variance
Easy
A.The mean
B.The largest score
C.0
D.1
Correct Answer: 0
Explanation:
When all scores are identical, there is no variability, so the standard deviation is 0.
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21A researcher records the reaction times, in seconds, as and . What is the median reaction time?
the median
Medium
A. seconds
B. seconds
C. seconds
D. seconds
Correct Answer: seconds
Explanation:
After ordering the scores as , the median is the average of the two middle scores: .
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22A data set has observations with a median of . If the largest observation is increased substantially, what happens to the median?
the median
Medium
A.It becomes the new maximum
B.It decreases slightly
C.It increases substantially
D.It remains
Correct Answer: It remains
Explanation:
With an odd number of ordered observations, the median is the fifth value. Changing only the largest value does not affect that middle position unless its rank changes.
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23The numbers of errors made by participants are and . What is the mode?
the mode
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The mode is the value occurring most frequently. The value appears three times, while appears twice and the other values appear once.
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24A distribution of preferred therapy formats has frequencies: online , individual , group , and telephone . Which measure is most directly represented by the category with frequency ?
the mode
Medium
A.The range of preferences
B.The modal preference
C.The median preference
D.The mean preference
Correct Answer: The modal preference
Explanation:
For categorical data, the mode is the category with the highest frequency. Therefore, individual therapy is the modal preference.
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25The mean score of participants is . Five scores are and . What is the sixth score?
the mean
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The total score is . The five known scores total , so the missing score is .
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26A researcher adds points to every score in a test data set. If the original mean was , what is the new mean?
the mean
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Adding a constant to every observation increases the mean by that same constant. Thus, the new mean is .
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27Two groups have means of and , with and participants respectively. What is the combined mean?
the mean
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The combined mean is weighted by group size: .
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28The observed stress scores are and . What is the range?
range
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The range is the largest score minus the smallest score: .
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29A data set has a minimum value of and a range of . What is its maximum value?
range
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Using , the maximum is .
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30Which change leaves the range unchanged for the data set ?
range
Medium
A.Double only the maximum
B.Remove the minimum score
C.Add to every score
D.Add only to the minimum
Correct Answer: Add to every score
Explanation:
Adding the same constant to all scores shifts both endpoints equally, so the difference between them remains .
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31For the ordered data set , using the median-of-halves method, what is the interquartile range?
interquartile and the semi-interquartile range
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The lower half is , so . The upper half is , so . Therefore, .
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32If and , what are the interquartile range and semi-interquartile range?
interquartile and the semi-interquartile range
Medium
A. and
B. and
C. and
D. and
Correct Answer: and
Explanation:
The interquartile range is . The semi-interquartile range is half of this: .
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33Which statement best explains why the interquartile range is often useful for skewed psychological data?
interquartile and the semi-interquartile range
Medium
A.It is less affected by extreme scores
B.It ignores the middle half
C.It always equals the standard deviation
D.It uses every score equally
Correct Answer: It is less affected by extreme scores
Explanation:
The interquartile range is based on and , so extreme values outside the middle have little direct effect on it.
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34For the scores and , what is the average deviation from the mean?
the average deviation
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The mean is . The absolute deviations are and , giving an average deviation of .
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35A distribution has mean , and the absolute deviations from the mean are and . What is the average deviation?
the average deviation
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The average deviation is the mean of the absolute deviations: .
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36Why are absolute values used when calculating the average deviation from the mean?
the average deviation
Medium
A.To preserve the original mean
B.To increase the number of observations
C.To prevent positive and negative deviations from canceling
D.To make all scores identical
Correct Answer: To prevent positive and negative deviations from canceling
Explanation:
Without absolute values, deviations from the mean sum to zero. Absolute values measure the magnitude of each deviation before averaging.
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37For the population scores and , what are the variance and standard deviation?
the standard deviation and variance
Medium
A.Variance , standard deviation
B.Variance , standard deviation
C.Variance , standard deviation
D.Variance , standard deviation
Correct Answer: Variance , standard deviation
Explanation:
The mean is , and the squared deviations are and . Population variance is , so the standard deviation is .
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38A data set has a variance of . What is its standard deviation?
the standard deviation and variance
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The standard deviation is the positive square root of the variance: .
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39If every score in a data set is multiplied by , how does the standard deviation change?
the standard deviation and variance
Medium
A.It is multiplied by
B.It is multiplied by
C.It is divided by
D.It remains unchanged
Correct Answer: It is multiplied by
Explanation:
Multiplying every score by a constant multiplies the standard deviation by the absolute value of that constant. Thus, it becomes .
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40Two samples have the same mean. Sample A has standard deviation , while Sample B has standard deviation . Which conclusion is justified?
the standard deviation and variance
Medium
A.Sample B has greater variability
B.Sample B has the larger mean
C.Sample A has greater variability
D.Both samples have equal ranges
Correct Answer: Sample B has greater variability
Explanation:
A larger standard deviation indicates that scores are more widely dispersed around the mean. Therefore, Sample B is more variable.
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41Group A contains 12 participants with a mean score of , while Group B contains 8 participants with a mean score of . What is the mean score for all 20 participants?
the mean
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The combined mean is .
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42A dataset has a mean of . Every score is transformed using . What are the mean and standard deviation of the transformed scores if the original standard deviation is ?
the mean
Hard
A.Mean , SD
B.Mean , SD
C.Mean , SD
D.Mean , SD
Correct Answer: Mean , SD
Explanation:
The mean transforms as . Multiplication by multiplies the standard deviation by , while subtraction does not affect it, giving .
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43The mean of five scores is . Four of the scores are , , , and . What score must be added as the fifth value?
the mean
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The total required is . The known scores total , so the missing score is .
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44For the ordered dataset , an additional score is inserted. Which condition guarantees that the new median is ?
the median
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
After insertion there are nine values, so the median is the fifth value. This is when is inserted after and no later than .
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45Which statement best explains why the median is preferred to the mean when summarizing a positively skewed income distribution?
the median
Hard
A.It always has a smaller numerical value
B.It is less influenced by extreme high scores
C.It is unaffected by sample size
D.It uses every score equally
Correct Answer: It is less influenced by extreme high scores
Explanation:
The median depends primarily on rank and is therefore more resistant than the mean to unusually large observations.
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46A sample contains the ordered scores . If the largest score is mistakenly recorded as , which measure changes most substantially?
the median
Hard
A.The number of observations
B.The lower quartile
C.The median
D.The mean
Correct Answer: The mean
Explanation:
Changing to increases the total by , so the mean rises considerably, whereas the median and lower quartile depend on central ranks.
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47The scores are . Which description of the mode is most accurate?
the mode
Hard
A.The data are trimodal
B.The mode is
C.The mode is
D.The mode is
Correct Answer: The data are trimodal
Explanation:
The values , , and each occur twice, which is the greatest frequency. Therefore, the distribution is trimodal.
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48A researcher records response times as . If one additional response time of is recorded, what happens to the mode?
the mode
Hard
A.It changes from to
B.It becomes undefined
C.It becomes bimodal at and
D.It remains
Correct Answer: It becomes bimodal at and
Explanation:
After adding another , both and occur three times, producing two modes.
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49Which feature makes the mode especially useful for a nominal psychological variable such as preferred therapy type?
the mode
Hard
A.It requires numerical distances
B.It minimizes squared deviations
C.It identifies the most frequent category
D.It uses the central ranked observation
Correct Answer: It identifies the most frequent category
Explanation:
The mode is the only measure of central tendency that can be directly applied to nominal categories.
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50A dataset has a minimum of and a maximum of . Every observation is transformed using . What is the new range?
range
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The original range is . Adding a constant does not change range, while multiplying by doubles it: .
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51Two datasets have the same minimum and maximum but very different internal distributions. Which conclusion is justified?
range
Hard
A.They have identical interquartile ranges
B.They have identical variances
C.They have identical medians
D.They have identical ranges
Correct Answer: They have identical ranges
Explanation:
Range uses only the minimum and maximum, so equal endpoints guarantee equal ranges but do not determine other measures.
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52Using the median-of-halves convention, find the interquartile range and semi-interquartile range for .
interquartile and the semi-interquartile range
Hard
A.IQR , SIQR
B.IQR , SIQR
C.IQR , SIQR
D.IQR , SIQR
Correct Answer: IQR , SIQR
Explanation:
The lower half gives , and the upper half gives . Thus, and .
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53A distribution has and . If every score is transformed by , what is the transformed interquartile range?
interquartile and the semi-interquartile range
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The original IQR is . A transformation with slope multiplies spread measures by , giving .
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54A study reports a median of and a semi-interquartile range of . Which interval represents the middle 50% of scores?
interquartile and the semi-interquartile range
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The semi-interquartile range is half the IQR, so the IQR is . The quartiles are and .
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55For the scores , what is the mean absolute deviation about the mean?
the average deviation
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The mean is . The absolute deviations are , whose average is .
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56For the scores , which statement correctly compares average deviation about the mean and about the median?
the average deviation
Hard
A.They are equal at
B.Median-based deviation is smaller
C.They are equal at
D.Mean-based deviation is smaller
Correct Answer: Median-based deviation is smaller
Explanation:
The mean is , giving average deviation . The median is , giving .
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57Treating the values as a population, which pair gives the variance and standard deviation?
the standard deviation and variance
Hard
A.Variance , SD
B.Variance , SD
C.Variance , SD
D.Variance , SD
Correct Answer: Variance , SD
Explanation:
The mean is , and the squared deviations total . Population variance is , so the standard deviation is .
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58A sample has variance . If all scores are multiplied by and then increased by , what is the new variance?
the standard deviation and variance
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Adding has no effect on variance. Multiplication by multiplies variance by , giving .
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59Two equal-sized groups each contain five scores. Group A has mean and population variance ; Group B has mean and population variance . What is the population variance of the combined ten scores?
the standard deviation and variance
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The combined mean is . Within-group squared deviations total , and between-group deviations contribute , for total . Dividing by gives variance .
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60Which change to a dataset leaves the standard deviation unchanged while changing the mean?
the standard deviation and variance
Hard
A.Add the same constant to every score
B.Replace each score with its square
C.Add a different constant to each score
D.Multiply every score by
Correct Answer: Add the same constant to every score
Explanation:
Adding a constant shifts all scores equally, preserving every deviation from the mean while changing the mean by that constant.
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