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Table 1 Hierarchical regression models for learning outcomes (N = 412)

From: Active learning through flipped classroom in mechanical engineering: improving students’ perception of learning and performance

 

B

SE B

β

R2

ΔR2

Exam 1

 Step 1

   

.001

.001

  Gender

1.19

2.45

.02

  

 Step 2

   

.001

.001

  Gender

1.12

2.45

.02

  

  Ethnicity

− 1.06

1.74

− .03

  

 Step 3

   

.224

.223

  Gender

.37

2.16

.01

  

  Ethnicity

.69

1.55

.02

  

  Classroom format

18.73

1.73

.48**

  

Exam 2

 Step 1

   

.005

.005

  Gender

3.19

2.33

.07

  

 Step 2

   

.005

.000

  Gender

3.20

2.34

.07

  

  Ethnicity

.14

1.66

.00

  

 Step 3

   

.153

.148

  Gender

2.62

2.16

.06

  

  Ethnicity

1.50

1.55

.04

  

  Classroom format

14.59

1.73

.39**

  

Exam 3

 Step 1

   

.000

.000

  Gender

− 1.12

2.78

− .02

  

 Step 2

   

.001

.000

  Gender

− 1.08

2.79

− .02

  

  Ethnicity

.50

1.99

.01

  

 Step 3

   

.001

.000

  Gender

− 1.07

2.80

− .02

  

  Ethnicity

.47

2.00

.01

  

  Classroom format

− .36

2.24

− .01

  

Final course grade

 Step 1

   

.001

.001

  Gender

.12

.15

.04

  

 Step 2

   

.002

.001

  Gender

.12

.15

.04

  

  Ethnicity

.06

.11

.03

  

 Step 3

   

.007

.005

  Gender

.12

.15

.04

  

  Ethnicity

.08

.11

.03

  

  Classroom format

.17

.12

.07

  
  1. Two-tailed test of significance: **p < .001