Table 2.
Results of analysis of variance in three groups across three time points
SS | df | MS | F | p | ηp 2 | |
Worry | ||||||
Group | 159.88 | 2 | 79.94 | 5.62 | 0.004 | 0.023 |
residuals (between group) | 6,829.99 | 480 | 14.23 | |||
Time point | 122.93 | 1 | 122.93 | 13.69 | <0.001 | 0.028 |
Group*Timepoint | 13.38 | 2 | 6.69 | 0.75 | 0.475 | 0.003 |
residuals (within group) | 4,308.90 | 480 | 8.98 | |||
SABAS | ||||||
Group | 277.50 | 2 | 138.75 | 138.76 | <0.001 | 0.356 |
residuals (between group) | 500.948 | 501 | 1.00 | |||
Time point | 18.25 | 2 | 9.125 | 21.63 | <0.001 | 0.041 |
Group*Timepoint | 69.20 | 4 | 17.30 | 41.00 | <0.001 | 0.141 |
residuals (within group) | 422.81 | 1,002 | 0.42 | |||
BSMAS | ||||||
Group | 65.28 | 2 | 32.64 | 74.25 | <0.001 | 0.229 |
residuals (between group) | 220.25 | 501 | 0.44 | |||
Time point | 8.00 | 2 | 4.00 | 18.12 | <0.001 | 0.035 |
Group*Timepoint | 13.23 | 4 | 3.31 | 14.97 | <0.001 | 0.056 |
residuals (within group) | 221.36 | 1,002 | 0.22 | |||
IGDS9-SF | ||||||
Group | 85.14 | 2 | 42.57 | 145.27 | <0.001 | 0.367 |
residuals (between group) | 146.82 | 501 | 0.29 | |||
Time point | 13.30 | 2 | 6.67 | 41.32 | <0.001 | 0.076 |
Group*Timepoint | 23.71 | 4 | 5.93 | 36.75 | <0.001 | 0.128 |
residuals (within group) | 161.63 | 1,002 | 0.16 |
SABAS = Smartphone Application Based Addiction Scale; BSMAS = Bergen Social Media Addiction Scale; IGDS9-SF = Internet Gaming Disorder Scale-Short Form; Worry = Worry concerning COVID-19 infection.
SS = sum of square; df = degree of freedom; MS = mean square.
Group 1 = Having the lowest level of problematic internet use; Group 2 = Having the middle level of problematic internet use; Group 3 = Having the highest level of problematic internet use.