B Appendix B: Improving Measurement

Table B.1: Significance Tests for Growing up in Ireland: the number of results in the dominant direction for the original SCAs and the corresponding value of the significant test.
Technology Measure # results in dominant direction p value
Self-Report 4 0.13
Participation (Weekday) 3 0.68
Participation (Weekend) 4 0.11
Time Spent (Weekday) 4 0.13
Time Spent (Weekend) 4 0.13
< 30 min (Weekday) 4 0.13
< 30 min (Weekend) 4 0.12
< 1 hour (Weekday) 2 1.00
< 1 hour (Weekend) 2 1.00
< 2 hours (Weekday) 2 1.00
< 2 hours (Weekend) 2 1.00
Table B.2: Significance Tests for the Panel Study of Income Dynamics: the number of results in the dominant direction for the original SCAs and the corresponding value of the significant test.
Technology Measure # results in dominant direction p value
Self-Report 2 1.00
Participation (Weekday) 3 0.63
Participation (Weekend) 2 1.00
Time Spent (Weekday) 4 0.14
Time Spent (Weekend) 3 0.63
< 30 min (Weekday) 2 1.00
< 30 min (Weekend) 4 0.12
< 1 hour (Weekday) 2 1.00
< 1 hour (Weekend) 4 0.11
< 2 hours (Weekday) 4 0.13
< 2 hours (Weekend) 4 0.12
Table B.3: Significance Tests for the Millennium Cohort Study: the number of results in the dominant direction for the original SCAs and the corresponding value of the significant test.
Technology Measure # results in dominant direction p value
Self-Report 5 0.24
Participation (Weekday) 6 0.03
Participation (Weekend) 4 0.73
Time Spent (Weekday) 6 0.04
Time Spent (Weekend) 4 0.67
< 30 min (Weekday) 5 0.23
< 30 min (Weekend) 4 0.73
< 1 hour (Weekday) 5 0.21
< 1 hour (Weekend) 5 0.21
< 2 hours (Weekday) 6 0.03
< 2 hours (Weekend) 5 0.23
Table B.4: Significance Tests for the confirmatory hypotheses: the number of results in the dominant direction for the original SCAs and the corresponding value of the significant test.
Measure # results in dominant direction p value
Self-Report 5/6 0.24
Time Spent 5/6 0.04
< 30 Minutes on Weekday 5/6 0.23
< 1 Hour on Weekday 5/6 0.21