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Table 5 Hierarchical multiple regression analysis with backward elimination on GPA scores (N = 76)

From: Brunei’s teacher education programs: insights into students’ coping and help-seeking strategies to challenges

Model

Variables

Unstandardized coefficients

Standardized coefficients

t

Sig.

B

Std. error

Beta

1

Gender

0.425

0.165

0.213

2.579

0.013*

Age

0.014

0.013

0.117

1.050

0.298

Task

0.026

0.010

0.460

2.675

0.010*

Emotion

0.001

0.006

0.015

0.193

0.848

Distraction

0.001

0.012

0.010

0.095

0.924

Social diversion

0.006

0.024

0.033

0.249

0.804

Helpersa

0.081

0.055

0.152

1.476

0.146

2

Gender

0.427

0.161

0.214

2.649

0.010*

Age

0.014

0.013

0.117

1.064

0.292

Task

0.026

0.009

0.461

2.723

0.009**

Emotion

0.001

0.006

0.017

0.228

0.820

Social diversion

0.007

0.022

0.038

0.325

0.746

Helpersa

0.080

0.054

0.151

1.486

0.143

3

Gender

0.432

0.158

0.217

2.729

0.008**

Age

0.014

0.013

0.118

1.073

0.288

Task

0.026

0.009

0.467

2.806

0.007**

Social diversion

0.008

0.021

0.044

0.387

0.700

Helpersa

0.082

0.053

0.154

1.543

0.128

4

Gender

0.443

0.155

0.222

2.861

0.006**

Age

0.013

0.013

0.112

1.041

0.302

Task

0.028

0.008

0.500

3.534

0.001

Helpersa

0.088

0.051

0.164

1.715

0.092

5

Gender

0.452

0.155

0.226

2.920

0.005**

Task

0.033

0.006

0.594

5.469

0.000**

Helpersa

0.094

0.051

0.177

1.856

0.068

  1. a Helpers sources of help used when participants sought assistance (this variable had eight categories)
  2. * p < 0.05 (two-tailed)
  3. ** p < 0.01 (two-tailed)
  4. Neared the significance level at p = 0.05
  5. Avoidance was brocken into two variables—distraction and social diversion—was omitted from analysis as it correlated too high with both distraction and social diversion (see Table 3 above)