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Table 6 Estimation results of the linear regression model for the high user group

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

− 0.0097

0.002

0.000

Daily average minutes spent on smartphone

0.0005

0.315

0.753

Gender (male = 1, female = 0)

0.461

0.228

0.043

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

− 0.137

0.200

0.494

Department

   

Accounting dummy (reference category)

Management dummy

0.444

0.298

0.137

Marketing dummy

0.556

0.408

0.173

Intercept

3.891

0.579

0.000

  1. Model summary: No of observations = 15, R2 = 0.74, F = 10.49, p < 0.002