Skip to main content

Table 3 Estimation result of the linear regression model

From: Social networking sites use and college students’ academic performance: testing for an inverted U-shaped relationship using automated mobile app usage data

Variables

Unstandardized coefficients

Std. error

Sig. level

Daily average minutes spent on social networking sites

− 0.0041

0.002

0.014

Daily average minutes spent on smartphone

0.0002

0.001

0.787

Gender (male = 1, female = 0)

0.438

0.137

0.001

Academic year (second year = 0, third year = 1)

0.079

0.158

0.614

Department

   

Accounting dummy (reference category)

Management dummy

0.168

0.151

0.265

Marketing dummy

0.286

0.212

0.176

Intercept

3.136

0.207

0.000

  1. Model summary: No of observations = 40, R2 = 0.40, F = 5.84, p < 0.000