Bradley's Maths
Measures of Central Tendency and Spread
GCSE all examination boards and IGCSE Cambridge (0580)
Exam Question
Annabelle and Ben both enjoy Ten-Pin Bowling.
These are their scores in their last ten games.
Annabelle: $150, 155, 148, 152, 158, 160, 151, 143, 158, 153$
Ben: $120, 180, 141, 192, 119, 163, 127, 165, 191, 130$
a) Calculate the mean of each set of scores.
b) Calculate the median of each set of scores.
c) Calculate the range of each set of scores.
d)Calculate the inter-quartile range of each set of scores.
e) Use your answers to compare and contrast the two bowlers.
Before you move on to the solution or watch the video, why don't you have a go at this one yourself?
Solution
a) The mean is the sum of each set of scores divided by the number of scores.
Annabelle:
$$\bar{x}_A = \dfrac{150 + 155 + 148 + 152 + 158 + 160 + 151 + 143 + 158 + 153}{10} = \dfrac{1528}{10} = 152.8$$Ben:
$$\bar{x}_B = \dfrac{120 + 180 + 141 + 192 + 119 + 163 + 127 + 165 + 191 + 130}{10} = \dfrac{1528}{10} = 152.8$$b) To find the median, you should always put the data in numerical order. With an even number of data points (10), the median is the mean of the middle two (the 5th and 6th terms).
Annabelle: $143, 148, 150, 151, \mathbf{152, 153}, 155, 158, 158, 160$. $$M_A = \dfrac{152+153}{2} = 152.5$$
Ben: $119, 120, 127, 130, \mathbf{141, 163}, 165, 180, 191, 192$. $$M_B = \dfrac{141+163}{2} = 152$$
c) The range is the difference between the largest and smallest data items.
Annabelle: $R_A = 160 - 143 = 17$
Ben: $R_B = 192 - 119 = 73$
d) The Interquartile Range (IQR) is $Q_3 - Q_1$. For 10 data points, $Q_1$ is the median of the lower half and $Q_3$ is the median of the upper half.
Annabelle: $Q_3 = 158, Q_1 = 150$. $$IQR_A = 158 - 150 = 8$$
Ben: $Q_3 = 180, Q_1 = 127$. $$IQR_B = 180 - 127 = 53$$
e) Comparison: While both bowlers have the same mean, their consistency is vastly different. Annabelle’s low IQR of 8 shows her scores are tightly clustered around the middle. Ben’s high IQR of 53 shows he is much more erratic; he is capable of very high scores but also very low ones.
In exam questions asking you to 'compare and contrast', examiners are looking for two things: a measure of average (Mean or Median) and a measure of spread (Range or IQR). The IQR is often better because it ignores 'outliers' (extreme scores) and tells you how consistent the person is.
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Topics covered in this question
- Mean of ungrouped data
- Median of ungrouped data
- Finding the quartiles
- Finding the range
- Finding the interquartile range
- Using the mean, median, range and IQR to compare and contrast two data sets