Analyses

The analyses in this chapter begin with a brief discussion of the bivariate analysis presented in Table 20.1, attempting to show what can be achieved with cross-tabulation and establishing a baseline against which to judge the added utility of more complex modeling, in particular, the bipartite ERGM. The remainder of the chapter uses the bipartite social selection model presented in Chapter 10.

Xavier College (VIC), Knox Grammar School (NSW), St. Ignatius’ College, Senior School (NSW), Sydney Church of England Grammar School (NSW), Sydney Grammar School (NSW), The King’s School (NSW), Aquinas College (WA), Scotch College (WA), Hale School (WA), and Collegiate School of St Peter (SA).

4 These prominent businessmen’s clubs include Athenaeum (VIC), Australian (VIC), Melbourne (VIC), Australian (NSW), Union (NSW), Brisbane (QLD), Weld (WA), Adelaide (SA), Tasmanian (TAS), Launceston (TAS), and Elanora (NSW).

Table 20.1. Summary statistics for attributes and attribute interactions

corporation

attributes

(1)

count corporations

(2)

% corporations

(3)

count

director

ships

(4)

О/

%

director

ships

(5)

over

represen

tation

(6)

sign. (chi-

square

test)

Conservative

10

4.0

47

3.2

0.80

Bipartisan

45

18.1

346

23.6

1.30

***

Australian

144

58.1

1070

73.1

1.26

***

Listed

115

46.4

958

65.4

1.41

***

Regulated

67

27.0

419

28.6

1.06

Revenue

124

50.0

837

57.2

1.14

***

director attributes

count

directors

%

directors

count

director

ships

%

director

ships

over

represen

tation

sign. (chi-

square

test)

Wealth

34

2.7

36

2.5

0.90

Club

155

12.4

229

15.6

1.26

***

School

83

6.6

135

9.2

1.39

***

interaction effects

expected

director

ships

expected % directorships

count

director

ships

о/

%

director

ships

over

represen

tation

sign. (chi-

square

test)

Conservative&

Wealth

2

0.1

3

0.2

1.87

Bipartisan&

Wealth

7

0.5

12

0.8

1.66

Australian&

Wealth

23

1.6

35

2.4

1.51

*

Listed&

Wealth

18

1.3

27

1.8

1.46

Regulated&

Wealth

11

0.7

6

0.4

0.56

Revenue&Wealth

20

1.4

16

1.1

0.80

Conservative&

Club

7

0.5

5

0.3

0.68

Bipartisan&Club

33

2.2

76

5.2

2.31

***

Australian&Club

105

7.2

199

13.6

1.89

***

Listed&Club

84

5.7

191

13.0

2.27

***

Regulated&Club

49

3.3

89

6.1

1.82

***

Revenue&Club

91

6.2

159

10.9

1.75

***

Conservative&

School

4

0.3

1

0.1

0.26

Bipartisan&

School

18

1.2

50

3.4

2.84

***

Australian&

School

56

3.9

114

7.8

2.02

***

Listed&School

45

3.1

114

7.8

2.53

***

Regulated&

School

26

1.8

50

3.4

1.91

***

Revenue&School

49

3.3

94

6.4

1.94

***

p value < .05.

*** p value < .001.

 
Source
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