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. 2019 Jun 18;21(6):e14290. doi: 10.2196/14290

Table 1.

Characteristics of students by frequency of social media use.

Characteristics Social media frequency observations, n (%) P value

Never (n=3087) A few times a year (n=990) 1-2 times a month (n=1607) Once a week (n=4479) Every day (n=33,831) Total (N=43,994)
Frequency of physical activity <.001

Never/seldom 312 (22.3) 101 (21.0) 145 (19.0) 321 (16.7) 2684 (16.56) 3563 (17.14)

Sometimes 499 (36.8) 160 (37) 304 (40.5) 722 (36.1) 5598 (34.36) 7283 (34.98)

Every day/nearly every day 543 (40.9) 185 (42.0) 307 (40.5) 960 (47.2) 8038 (49.08) 10,033 (47.88)
Frequency of sleeping 7 hours/day <.001

Never/seldom 206 (13.8) 87 (20.0) 149 (19.2) 352 (16.3) 3192 (18.96) 3986 (18.39)

Sometimes 449 (33.1) 162 (36.0) 270 (34.5) 763 (38.7) 6631 (40.83) 8275 (39.79)

Every day/nearly every day 703 (53.1) 196 (44.0) 330 (46.3) 894 (45.0) 6566 (40.22) 8689 (41.82)
Survey year <.001

2014 1553 (50.00) 527 (53.0) 815 (49.7) 2256 (50.44) 15,935 (47.08) 21,086 (47.86)

2015 1534 (50.00) 463 (47.0) 792 (50.3) 2223 (49.56) 17,896 (52.92) 22,908 (52.14)
Grade <.001

8th 1811 (58.68) 511 (50.0) 754 (45.5) 2282 (50.79) 14,653 (42.68) 20,011 (44.91)

10th 1105 (36.56) 393 (42.4) 692 (45.3) 1780 (40.74) 15,579 (47.69) 19,549 (45.98)

12th 171 (4.7) 86 (8.0) 161 (9.0) 417 (8.5) 3599 (9.63) 4434 (9.11)
Sex <.001

Male 1989 (67.46) 670 (70.7) 1066 (70.13) 2786 (63.96) 14,280 (43.53) 20,791 (48.87)

Female 950 (32.5) 272 (29.3) 453 (29.9) 1454 (36.04) 18,147 (56.47) 21,276 (51.13)
Region <.001

North east 572 (16.2) 178 (17.1) 279 (15.0) 829 (17.0) 6631 (18.18) 8489 (17.78)

North central 604 (21.3) 204 (21.4) 311 (22.1) 912 (22.1) 6812 (22.00) 8843 (21.95)

South 1153 (35.8) 363 (35.1) 630 (36.9) 1657 (35.32) 13,357 (38.02) 17,160 (37.48)

West 758 (26.7) 245 (26.1) 387 (26.0) 1081 (25.61) 7031 (21.80) 9502 (22.79)
Metropolitan statistical area .01

No 597 (19.5) 222 (22.0) 364 (22.9) 995 (21.3) 6863 (19.59) 9041 (19.93)

Yes 2490 (80.5) 768 (78.0) 1243 (77.11) 3484 (78.74) 26,968 (80.41) 34,953 (80.07)
Level of happiness .03

Not too happy 502 (15.9) 159 (17) 285 (17.5) 650 (14.8) 5448 (16.34) 7044 (16.19)

Pretty happy 1918 (63.5) 634 (65.7) 1045 (66.14) 2945 (66.75) 21,839 (65.50) 28,381 (65.52)

Very happy 623 (20.6) 177 (17.8) 257 (16.4) 815 (18.5) 6163 (18.16) 8035 (18.29)
Homework (hours/week) .09

0 210 (7.3) 80 (9) 142 (8.7) 325 (8.09) 2693 (7.98) 3450 (7.99)

1-4 1397 (47.71) 462 (49.8) 773 (50.7) 2146 (51.08) 16,521 (50.14) 21,029 (50.08)

5-9 596 (20.1) 191 (20) 294 (19.3) 893 (20.6) 6362 (19.58) 8336 (19.72)

10-14 337 (11.2) 104 (10.9) 152 (10.1) 422 (9.5) 3327 (9.94) 4342 (9.99)

15-19 169 (5.6) 37 (4) 69 (5) 235 (5.1) 1781 (5.47) 2291 (5.39)

20-24 123 (4.7) 32 (4) 43 (3) 121 (2.8) 1174 (3.50) 1493 (3.49)

≥25 99 (3) 30 (3) 47 (3) 125 (2.8) 1090 (3.40) 1391 (3.34)
Letter grade <.001

D 82 (3) 33 (4) 58 (4) 102 (2.5) 856 (2.5) 1131 (2.63)

C– 89 (3) 32 (4) 68 (4) 147 (3.7) 1194 (3.69) 1530 (3.68)

C 117 (4.4) 48 (5) 92 (6) 278 (6.6) 1796 (5.55) 2331 (5.59)

C+ 173 (5.6) 81 (9) 139 (9.3) 403 (9.9) 2953 (9.09) 3749 (8.93)

B– 203 (6.4) 102 (10.4) 160 (10.4) 455 (10.7) 3308 (10.33) 4228 (10.11)

B 374 (13.3) 148 (14.4) 236 (15.7) 698 (16.5) 4968 (15.16) 6424 (15.16)

B+ 461 (15.4) 161 (17.3) 255 (18.5) 676 (15.6) 5725 (17.71) 7278 (17.35)

A– 592 (20.6) 156 (18.4) 231 (15.7) 724 (17.2) 5707 (17.49) 7410 (17.62)

A 835 (28.4) 177 (18.8) 256 (16.3) 771 (17.3) 6013 (18.42) 8052 (18.93)