Table 7 Logistic regression model for active-learning cluster with 2-way interactions

Intercept

12.86

(0.32, 520.67)

1.35

0.18

Faculty type

 RG: Teaching faculty

 Research faculty

0.65

(0.01, 75.30)

\(-\) 0.18

0.86

 Lecturers

0.06

(0.00, 6.19)

\(-\) 1.18

0.24

Faculty rank

 RG: Assistant

 Associate

0.96

(0.10, 9.29)

\(-\) 0.03

0.97

 Full

1.66

(0.09, 31.54)

0.34

0.74

Years of teaching

1.03

(0.88, 1.21)

0.42

0.68

Gender

 RG: non-female

 Female

1.67

(0.60, 4.61)

0.98

0.33

Campus

 RG: Campus 3

 Campus 2

0.31

(0.05, 1.97)

\(-\) 1.24

0.22

 Campus 1

2.74

(0.28, 27.08)

0.86

0.39

Discipline

 RG: Biological Sciences

 Engineering

0.13

(0.00, 3.48)

\(-\) 1.22

0.22

 I &C Sciences

0.09

(0.01, 1.48)

\(-\) 1.69

0.09

 Physical sciences

0.07

(0.01, 0.90)

\(-\) 2.05

0.04*

Class size

 RG: Small (0–99)

 Medium (100–199)

0.14

(0.01, 1.68)

\(-\) 1.55

0.12

 Large (200 +)

0.17

(0.02, 1.40)

\(-\) 1.65

0.10

Interactions: Research Faculty and

 Associate

2.11

(0.03, 148.10)

0.34

0.73

 Full

1.43

(0.02, 88.38)

0.17

0.86

 Female

0.34

(0.02, 6.93)

\(-\) 0.70

0.48

 Years of teaching

0.87

(0.68, 1.11)

\(-\) 1.13

0.26

 Engineering

4.19

(0.08, 207.84)

0.72

0.47

 I &C Sciences

18.40

(0.51, 658.40)

1.60

0.11

 Physical sciences

0.98

(0.02, 49.87)

\(-\) 0.01

0.99

 Medium (100–199)

0.29

(0.01, 13.66)

\(-\) 0.63

0.53

 Large (200 +)

0.82

(0.04, 18.57)

\(-\) 0.13

0.90

Interactions: Lecturers and

 Associate

0.04

(0.00, 8.82)

\(-\) 1.16

0.25

 Full

–

–

–

–

 Female

1.93

(0.06, 58.23)

0.38

0.71

 Years of teaching

1.17

(0.83, 1.64)

0.90

0.37

 Engineering

2.73

(0.03, 274.25)

0.43

0.67

 I &C Sciences

12.54

(0.34, 462.56)

1.37

0.17

 Physical sciences

0.77

(0.01, 54.78)

\(-\) 0.12

0.90

 Medium (100–199)

2.03

(0.05, 80.35)

0.38

0.71

 Large (200 +)

1.77

(0.07, 46.38)

0.34

0.73

AIC \(=\) 172.59