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. Author manuscript; available in PMC: 2021 Aug 5.
Published in final edited form as: Tob Regul Sci. 2021 Jan;7(1):59–75. doi: 10.18001/trs.7.1.5

Table 2.

Bivariate Analyses Examining Correlates of Past 30-day E-cigarette Use, E-cigarette Advertising/Media Exposure and Point-of-Sale Age Verification (Almost Always or Often vs Never, Rarely or Sometimes) among Young Adults in 6 US MSAs Assessed September-December 2018, N = 3006

Total Past 30-day e-cigarette use Advertising/media exposure Frequency of age verification at point-of-salea
No Yes No Yes Almost always or often Never, rarely or sometimes
N = 3006
(100%)
N = 1873
(62.3%)
N = 1133
(37.7%)
N = 944
(31.4%)
N = 2062
(68.6%)
N = 554
(48.9%)
N = 579
(51.1%)
Variables N (%) or M (SD) N (%) or M (SD) N (%) or M (SD) p N (%) or M (SD) N (%) or M (SD) p N (%) or M (SD) N (%) or M (SD) p
Sociodemographics
Age, M (SD) 24.56 (4.72) 24.95 (4.64) 23.91 (4.78) < .001 24.90 (4.75) 24.40 (4.69) .007 23.04 (4.34) 24.74 (5.02) < .001
Male, N (%)b 1271 (42.3) 735 (39.2) 536 (47.3) < .001 391 (41.4) 880 (42.7) .809 262 (47.3) 274 (47.3) .812
Sexual minority, N (%) 950 (31.6) 548 (29.3) 402 (35.5) < .001 282 (29.9) 668 (32.4) .167 218 (39.4) 184 (31.8) .008
Race, N (%) < .001 .009 .091
 White 2151 (71.6) 1299 (69.4) 852 (75.2) 668 (70.8) 1483 (71.9) 429 (77.4) 423 (73.1)
 Black 159 (5.3) 116 (6.2) 43 (3.8) 62 (6.6) 97 (4.7) 14 (2.5) 29 (5.0)
 Asian 367 (12.2) 277 (14.8) 90 (7.9) 129 (13.7) 238 (11.5) 45 (8.1) 45 (7.8)
 Other 329 (11.0) 181 (9.7) 148 (13.1) 85 (9.0) 244 (11.8) 66 (11.9) 82 (14.2)
Hispanic, N (%) 343 (11.4) 188 (10.0) 155 (13.7) .002 93 (9.9) 250 (12.1) .069 73 (13.2) 82 (14.2) .629
Foreign born, N (%) 286 (9.5) 208 (11.1) 78 (6.9) < .001 108 (11.4) 178 (8.6) .015 44 (7.9) 34 (5.9) .169
Education ≥ bachelor’s degree, N (%) 2203 (73.3) 1489 (79.5) 714 (63.0) < .001 694 (73.5) 1509 (73.2) .847 353 (63.7) 361 (62.3) .633
Employment, N (%) < .001 .410 .014
 Student 825 (27.4) 531 (28.4) 294 (25.9) 259 (27.4) 566 (27.4) 166 (30.0) 128 (22.1)
 Unemployed 244 (8.1) 154 (8.2) 90 (7.9) 85 (9.0) 159 (7.7) 37 (6.7) 53 (9.2)
 Full-time 1202 (40.0) 780 (41.6) 422 (37.2) 384 (40.7) 818 (39.7) 193 (34.8) 229 (39.6)
 Part-time 735 (24.5) 408 (21.8) 327 (28.9) 216 (22.9) 519 (25.2) 158 (28.5) 169 (29.2)
Relationship status, N (%) .473 .391 .480
 Single 1876 (62.4) 1182 (63.1) 694 (61.3) 602 (63.8) 1274 (61.8) 349 (63.0) 345 (59.6)
 Married/living with partner 1089 (36.2) 668 (35.7) 421 (37.2) 327 (34.6) 762 (37.0) 196 (35.4) 225 (38.9)
 Other 41 (1.4) 23 (1.2) 18 (1.6) 15 (1.6) 26 (1.3) 9 (1.6) 9 (1.6)
Children in the home, N (%) 611 (20.3) 348 (18.6) 263 (23.2) .002 186 (19.7) 425 (20.6) .566 112 (20.2) 151 (26.1) .019
Past 30-day use, N (%)
E-cigarettes 1133 (37.7) -- -- -- 307 (32.5) 826 (40.1) < .001 -- --
Cigarettes 808 (26.9) 237 (12.7) 571 (50.4) < .001 228 (24.2) 580 (28.1) .022 257 (46.4) 314 (54.2) .008
Other tobacco products 661 (22.0) 191 (10.2) 470 (41.5) < .001 191 (20.2) 470 (22.8) .116 222 (40.1) 248 (42.8) .346
Marijuana 1178 (39.2) 500 (26.7) 678 (59.8) < .001 364 (38.6) 814 (39.5) .663 357 (64.4) 321 (55.4) .002
Past 30-day ad/media exposure, N (%)
Ads, promotions, coupons, discounts 1918 (63.8) 1180 (63.0) 738 (65.1) .238 -- -- -- 354 (63.9) 384 (66.3) .392
Reviews or recommendations 1149 (38.2) 551(29.4) 598 (52.8) < .001 -- -- 288 (52.0) 310 (53.5) .600
Either of the above 2062 (68.6) 1236 (66.0) 826 (72.9) < .001 -- -- 409 (73.8) 417 (72.0) .494
Most common purchase location, N (%)ƚ N = 935 -- N = 245 N = 690 N = 486 N = 449
Gas station/convenience store 139 (14.8) -- -- 44 (18.0) 95 (13.8) .050 82 (16.9) 57 (12.7) .020
Online 206 (22.0) -- -- 40 (16.3) 166 (24.1) 90 (18.5) 116 (25.8)
Vape shop 506 (54.1) -- -- 136 (55.5) 370 (53.6) 265 (54.5) 241 (53.7)
Tobacco specialty shop 84 (9.0) -- -- 25 (10.2) 59 (8.6) 49 (10.1) 35 (7.8)

Note.

p-values indicate omnibus tests (per t-tests and chi-square).

a

Among past 30-day e-cigarette users.

b

87 reported “other” sex.

c

Among past 30-day e-cigarette users who reported purchasing e-cigarettes (excluding “other” purchase locations), N = 935.