Measures of Central Tendency


Mode


The mode is the most frequent piece of data in a frequency distribution. Looking at our histogram below, which highlights the marks of our 100 students, the mode will be the tallest bar (bar highlighted in blue).



However, in examining the histogram we can see that no one bar was the tallest. In other words, there wasn’t a most frequent mark. Instead, five students scored 40 out of 100 whilst another five scored 81 out of 100. This is one of the problems of using the mode. After all, which of the scores do we choose to represent the data? Clearly, the difference between a score of 40 and 81 out of 100 is extremely large. Added to this problem, there will be times when the most frequent number is not at all representative of the data. For example, a small group of students, say 6 of the 100 in our group of data, may have scored particularly low even though the vast majority scored reasonably high. In this instance, the use of the mode as a measure of central tendency would result in a misrepresentation of the data. In other words, it would suggest that the overall performance of students was much worse than was actually the case.

Median

The median measures the middle position of a frequency distribution for a group of data. In our example of the coursework marks of 100 students, the marks achieved were:

62

81
49
47
69
52
77
45
57
64

71

60
51
58
40
39
44
40
67
64

63

81
74
74
49
83
81
49
71
76

84

37
39
48
66
42
79
45
74
61

85

51
52
38
67
42
69
69
55
62

80

42
68
74
53
64
75
40
75
64

51

35
41
49
57
81
77
67
54
70

74

39
42
56
51
45
39
84
67
81

41

63
59
39
62
53
58
81
55
45

42

37
72
65
71
70
40
40
44
40

In order to calculate the median we need to order our group of data from the lowest (the 1 st score in our order) to the highest (the 100 th score in our order) as shown below.

Order

Score

Order

Score

Order

Score

Order

Score

Order

Score

1st

35

21st

42

41st

53

61st

64

81st

74

2nd

37

22nd

42

42nd

53

62nd

64

82nd

74

3rd

37

23rd

44

43rd

54

63rd

65

83rd

74

4th

38

24th

44

44th

55

64th

66

84th

75

5th

39

25th

45

45th

55

65th

67

85th

75

6th

39

26th

45

46th

56

66th

67

86th

76

7th

39

27th

45

47th

57

67th

67

87th

77

8th

39

28th

45

48th

57

68th

67

88th

77

9th

39

29th

47

49th

58

69th

68

89th

79

10th

40

30th

48

50th

58

70th

69

90th

80

11th

40

31st

49

51st

59

71st

69

91st

81

12th

40

32nd

49

52nd

60

72nd

69

92nd

81

13th

40

33rd

49

53rd

61

73rd

70

93rd

81

14th

40

34th

49

54th

62

74th

70

94th

81

15th

40

35th

51

55th

62

75th

71

95th

81

16th

41

36th

51

56th

62

76th

71

96th

81

17th

41

37th

51

57th

63

77th

71

97th

83

18th

42

38th

51

58th

63

78th

72

98th

84

19th

42

39th

52

59th

64

79th

74

99th

84

20th

42

40th

52

60th

64

80th

74

100th

85


Untitled Document
Statistical Guides
Essentials
Descriptive and inferential statistics
Types of variable
Measures of central tendency
Overview
Need Help?
Measures of spread
Frequency Distributions
Standard score (z-score)
Hypothesis testing
Sampling
Selecting statistical tests
Parametric tests
Non-parametric tests

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