Background
Methods
Participants and procedure
Measures
Primary outcomes: Tobacco use
Primary predictor: Sexual orientation
Stratification variable: Sex
Covariates: Sociodemographics
Statistical analyses
Results
Participant characteristics
Tobacco use among men
Variables | Total sample M | Men | Women |
---|---|---|---|
(SD) or N (%) | M (SD) or N (%) | M (SD) or N (%) | |
N = 3386 | N = 1207 | N = 2179 | |
Sexual orientation (%)a | |||
Homosexual | 109 (3.2) | 51 (4.2) | 58 (2.7) |
Bisexual | 129 (3.8) | 31 (2.6) | 98 (4.5) |
Heterosexual | 3120 (92.1) | 1116 (92.5) | 2004 (92.0) |
Age (SD) | 20.55 (1.97) | 20.56 (2.03) | 20.54 (1.93) |
Race (%)b | |||
Black | 827 (24.4) | 156 (12.9) | 671 (30.8) |
White | 2110 (62.3) | 842 (69.8) | 1268 (58.2) |
Other | 409 (12.1) | 195 (16.2) | 214 (9.8) |
Ethnicity (%)c | |||
Non-Hispanic | 3110 (91.8) | 1113 (92.2) | 1997 (91.6) |
Hispanic | 252 (7.4) | 88 (7.3) | 164 (7.5) |
School type (%) | |||
Public university | 924 (27.3) | 411 (34.1) | 513 (23.5) |
Private college/university | 1309 (38.7) | 574 (47.6) | 735 (33.7) |
HBCU | 410 (12.1) | 49 (4.1) | 361 (16.6) |
Technical college | 743 (21.9) | 173 (14.3) | 570 (26.2) |
Parental education (%)d | |||
<Bachelor’s degree | 1625 (48.0) | 438 (36.3) | 1187 (54.5) |
≥Bachelor’s degree | 1717 (50.7) | 753 (62.4) | 964 (44.2) |
Cigarettes (%) | 450 (13.3) | 224 (18.6) | 226 (10.4) |
vs. No | 2936 (86.7) | 983 (81.4) | 1953 (89.6) |
LCC (%) | 379 (11.2) | 149 (12.3) | 230 (10.6) |
vs. No | 3007 (88.8) | 1058 (87.7) | 1949 (89.4) |
E-cigarettes (%) | 368 (10.9) | 203 (16.8) | 165 (7.6) |
vs. No | 3018 (89.1) | 1004 (83.2) | 2014 (92.4) |
Hookah (%) | 413 (12.2) | 177 (14.7) | 236 (10.8) |
vs. No | 2973 (87.8) | 1030 (85.3) | 1943 (89.2) |
Any tobacco product used (%) | 970 (28.7) | 419 (34.7) | 551 (25.3) |
vs. No | 2416 (71.3) | 788 (65.3) | 1628 (74.7) |
Number of tobacco products used (SD) | 0.48 (0.87) | 0.62 (1.01) | 0.39 (0.78) |
Variables | MEN | WOMEN | ||||||
---|---|---|---|---|---|---|---|---|
Heterosexual N = 1116 | Homosexual N = 51 | Bisexual N = 31 |
p
| Heterosexual N = 2004 | Homosexual N = 58 | Bisexual N = 98 |
p
| |
Age (SD) a | 20.56 (2.05) | 20.80 (1.88) | 20.03 (1.6) | .245 | 20.54 (1.92) | 20.50 (2.06) | 20.49 (2.00) | .953 |
Race (%) b | ||||||||
Black | 137 (12.4) | 12 (23.5) | 6 (19.4) | .107 | 602 (30.4) | 27 (47.4) | 37 (37.8) | .022 |
White | 785 (71.2) | 34 (66.7) | 19 (61.3) | 1175 (59.3) | 26 (45.6) | 56 (57.1) | ||
Other | 181 (16.4) | 5 (9.8) | 6 (19.4) | 204 (10.3) | 4 (7.0) | 5 (5.1) | ||
Ethnicity (%) b | ||||||||
Non-Hispanic | 1035 (93.1) | 46 (90.2) | 25 (83.3) | .100 | 1835 (92.4) | 54 (93.1) | 91 (93.8) | .852 |
Hispanic | 77 (6.9) | 5 (9.8) | 5 (16.7) | 152 (7.6) | 4 (6.9) | 6 (6.2) | ||
School type (%) b | ||||||||
Public university | 382 (34.2) | 15 (29.4) | 11 (35.5) | .031 | 473 (23.6) | 15 (25.9) | 20 (20.4) | .223 |
Private college/university | 535 (47.9) | 20 (39.2) | 15 (48.4) | 689 (34.4) | 14 (24.1) | 28 (28.6) | ||
HBCU | 40 (3.6) | 6 (11.8) | 3 (9.7) | 327 (16.3) | 15 (25.9) | 18 (18.4) | ||
Technical college | 159 (14.3) | 10 (19.6) | 2 (6.4) | 515 (25.7) | 14 (24.1) | 32 (32.7) | ||
Parental education (%) b | ||||||||
< Bachelor’s degree | 397 (36.1) | 24 (47.1) | 12 (38.7) | .275 | 1086 (54.9) | 35 (61.4) | 57 (59.4) | .436 |
≥ Bachelor’s degree | 703 (63.9) | 27 (52.9) | 19 (61.3) | 894 (45.1) | 22 (38.6) | 39 (40.6) | ||
Cigarettes (%) b | 199 (17.8) | 16 (31.4) | 5 (16.1) | .048 | 192 (9.6) | 11 (19.0) | 22 (22.5) | <.001 |
vs. No | 917 (82.2) | 35 (68.6) | 26 (83.9) | 1812 (90.4) | 47 (81.0) | 76 (77.5) | ||
LCCs (%) b | 140 (12.5) | 6 (11.8) | 2 (6.5) | .591 | 185 (9.2) | 19 (32.8) | 24 (24.5) | <.001 |
vs. No | 976 (87.5) | 45 (88.2) | 29 (93.5) | 1819 (90.8) | 39 (67.2) | 74 (75.5) | ||
E-cigarettes (%) b | 189 (16.9) | 9 (17.7) | 4 (12.9) | .830 | 146 (7.29) | 3 (5.2) | 15 (15.3) | .011 |
vs. No | 927 (83.1) | 42 (82.3) | 27 (87.1) | 1858 (92.7) | 55 (94.8) | 83 (84.7) | ||
Hookah (%) b | 164 (14.7) | 7 (13.7) | 4 (12.9) | .946 | 211 (10.5) | 7 (12.1) | 18 (18.4) | .050 |
vs. No | 952 (85.3) | 44 (86.3) | 27 (87.1) | 1793 (89.5) | 51 (87.9) | 80 (81.6) | ||
Any tobacco used (%) b | 386 (34.6) | 21 (41.2) | 8 (25.8) | .362 | 477 (23.8) | 23 (39.7)) | 48 (49.0) | <.001 |
vs. No | 730 (65.4) | 30 (58.8) | 23 (74.2) | 1527 (76.2) | 35 (60.3) | 50 (51.0) | ||
Number of tobacco products used (SD) a | 0.62 (1.01) | 0.74 (1.06) | 0.48 (0.96) | .509 | 0.37 (0.75) | 0.70 (0.96) | 0.81 (0.97) | <.001 |
Variables | Cigarettes | LCCs | E-cigarettes | Hookah | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
OR | 95% CI |
p
| OR | 95% CI |
p
| OR | 95% CI |
p
| OR | 95% CI |
p
| |||||
MEN | ||||||||||||||||
Sexual orientation (ref = heterosexual) | ||||||||||||||||
Homosexual | 1.62 | 1.11 | 2.37 | .012 | 0.89 | 0.52 | 1.50 | .650 | 1.05 | 0.69 | 1.59 | .825 | 0.96 | 0.61 | 1.49 | .847 |
Bisexual | 1.02 | 0.60 | 1.75 | .932 | 0.69 | 0.34 | 1.42 | .316 | 0.85 | 0.47 | 1.52 | .573 | 0.88 | 0.49 | 1.59 | .677 |
Age | 1.00 | 0.96 | 1.05 | .960 | 0.94 | 0.89 | 0.99 | .030 | 0.93 | 0.89 | 0.97 | .001 | 0.98 | 0.94 | 1.03 | .528 |
Hispanic | 0.89 | 0.63 | 1.26 | .516 | 0.69 | 0.44 | 1.08 | .105 | 1.26 | 0.91 | 1.75 | .160 | 1.23 | 0.87 | 1.72 | .235 |
Race (ref = White) | ||||||||||||||||
Black | 0.71 | 0.51 | 0.99 | .041 | 0.93 | 0.66 | 1.32 | .686 | 0.58 | 0.40 | 0.84 | .004 | 1.17 | 0.86 | 1.60 | .323 |
Other | 1.11 | 0.88 | 1.40 | .370 | 0.93 | 0.71 | 1.24 | .630 | 0.90 | 0.71 | 1.15 | .415 | 1.29 | 1.01 | 1.66 | .042 |
School type (ref = private) | ||||||||||||||||
Public | 0.99 | 0.81 | 1.20 | .881 | 1.23 | 0.98 | 1.53 | .067 | 1.05 | 0.86 | 1.29 | .611 | 1.23 | 1.00 | 1.53 | .056 |
HBCU | 0.96 | 0.51 | 1.81 | .900 | 2.27 | 1.34 | 3.85 | .002 | 1.75 | 1.00 | 3.08 | .050 | 1.38 | 0.83 | 2.30 | .210 |
Technical | 1.63 | 1.24 | 2.14 | <.001 | 1.31 | 0.94 | 1.82 | .106 | 1.76 | 1.33 | 2.31 | <.001 | 1.02 | 0.74 | 1.40 | .929 |
Parental education (ref = ≥ Bachelor’s) | ||||||||||||||||
< Bachelor’s | 1.15 | 0.94 | 1.40 | .166 | 1.01 | 0.81 | 1.26 | .931 | 1.16 | 0.96 | 1.41 | .134 | 1.13 | 0.91 | 1.39 | .267 |
WOMEN | ||||||||||||||||
Sexual orientation (ref = heterosexual) | ||||||||||||||||
Homosexual | 1.61 | 1.04 | 2.49 | .032 | 2.22 | 1.55 | 3.17 | <.001 | 0.89 | 0.50 | 1.58 | .697 | 1.00 | 0.63 | 1.60 | .993 |
Bisexual | 1.84 | 1.38 | 2.46 | <.001 | 1.85 | 1.32 | 2.59 | <.001 | 1.57 | 1.13 | 2.17 | .006 | 1.31 | 0.94 | 1.82 | .111 |
Age | 1.05 | 1.01 | 1.09 | .017 | 0.97 | 0.92 | 1.01 | .118 | 0.99 | 0.95 | 1.04 | .682 | 0.99 | 0.95 | 1.03 | .638 |
Hispanic | 0.94 | 0.68 | 1.28 | .685 | 0.72 | 0.47 | 1.09 | .121 | 0.99 | 0.71 | 1.39 | .960 | 1.15 | 0.87 | 1.52 | .330 |
Race (ref = White) | ||||||||||||||||
Black | 0.54 | 0.43 | 0.69 | <.001 | 1.69 | 1.37 | 2.08 | <.001 | 0.63 | 0.48 | 0.81 | <.001 | 1.40 | 1.14 | 1.73 | .002 |
Other | 0.77 | 0.57 | 1.04 | .088 | 1.21 | 0.85 | 1.71 | .286 | 0.88 | 0.63 | 1.23 | .447 | 1.39 | 1.07 | 1.79 | .013 |
School type (ref = private) | ||||||||||||||||
Public | 1.13 | 0.91 | 1.41 | .253 | 1.49 | 1.17 | 1.92 | .002 | 1.36 | 1.07 | 1.72 | .011 | 1.45 | 1.18 | 1.78 | <.001 |
HBCU | 1.17 | 0.83 | 1.66 | .374 | 1.82 | 1.35 | 2.44 | <.001 | 1.46 | 1.01 | 2.11 | .044 | 1.40 | 1.07 | 1.84 | .016 |
Technical | 1.74 | 1.42 | 2.14 | <.001 | 1.45 | 1.13 | 1.88 | .004 | 1.64 | 1.29 | 2.09 | <.001 | 1.18 | 0.95 | 1.47 | .132 |
Parental education (ref = ≥ Bachelor’s) | ||||||||||||||||
< Bachelor’s | 0.86 | 0.72 | 1.02 | .082 | 0.83 | 0.69 | 1.00 | .046 | 0.88 | 0.73 | 1.06 | .183 | 1.01 | 0.85 | 1.19 | .948 |
Variables | Any Tobacco Product Used | Number of Tobacco Products Used | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
(Count Portion) | (Zero-inflated Portion) | |||||||||||
OR | 95% CI |
p
| OR | 95% CI |
p
| Beta | 95% CI |
p
| ||||
MEN | ||||||||||||
Sexual orientation (ref = heterosexual) | ||||||||||||
Homosexual | 1.29 | 0.72 | 2.30 | .120 | 1.06 | 0.66 | 1.70 | .825 | 0.77 | 0.31 | 1.96 | .588 |
Bisexual | 0.67 | 0.29 | 1.52 | .228 | 1.12 | 0.55 | 2.30 | .754 | 1.76 | 0.59 | 5.26 | .310 |
Age | 0.95 | 0.90 | 1.01 | .130 | 0.95 | 0.90 | 1.01 | .105 | 1.02 | 0.92 | 1.12 | .769 |
Hispanic | 1.11 | 0.69 | 1.80 | .666 | 0.93 | 0.61 | 1.43 | .756 | 0.80 | 0.35 | 1.82 | .588 |
Race (ref = White) | ||||||||||||
Black | 0.72 | 0.46 | 1.12 | .077 | 0.93 | 0.62 | 1.40 | .737 | 1.47 | 0.77 | 2.83 | .243 |
Other | 1.17 | 0.84 | 1.65 | .096 | 0.97 | 0.72 | 1.31 | .856 | 0.79 | 0.46 | 1.37 | .404 |
School type (ref = private) | ||||||||||||
Public | 1.21 | 0.91 | 1.61 | .103 | 1.05 | 0.83 | 1.33 | .697 | 0.82 | 0.53 | 1.26 | .360 |
HBCU | 2.54 | 1.23 | 5.25 | .045 | 1.10 | 0.55 | 2.20 | .796 | 0.31 | 0.07 | 1.39 | .125 |
Technical | 1.63 | 1.09 | 2.44 | .569 | 1.52 | 1.09 | 2.11 | .013 | 1.80 | 0.45 | 1.41 | .435 |
Parental education (ref = ≥ Bachelor’s) | ||||||||||||
< Bachelor’s | 0.87 | 0.66 | 1.15 | .326 | 0.85 | 0.67 | 1.09 | .194 | 1.02 | 0.66 | 1.56 | .946 |
WOMEN | ||||||||||||
Sexual orientation (ref = heterosexual) | ||||||||||||
Homosexual | 1.92 | 1.10 | 3.35 | .757 | 1.41 | 0.90 | 2.23 | .136 | 0.63 | 0.24 | 1.61 | .334 |
Bisexual | 3.05 | 1.99 | 4.67 | .002 | 1.31 | 0.96 | 1.80 | .093 | 0.32 | 0.15 | 0.70 | .004 |
Age | 1.01 | 0.96 | 1.07 | .701 | 0.98 | 0.92 | 1.04 | .438 | 0.96 | 0.87 | 1.06 | .419 |
Hispanic | 0.95 | 0.62 | 1.46 | .815 | 0.87 | 0.53 | 1.42 | .573 | 0.89 | 0.40 | 1.95 | .766 |
Race (ref = White) | ||||||||||||
Black | 1.25 | 0.94 | 1.66 | .423 | 0.59 | 0.40 | 0.88 | .009 | 0.36 | 0.15 | 0.88 | .025 |
Other | 1.22 | 0.83 | 1.77 | .669 | 1.29 | 0.80 | 2.08 | .292 | 0.62 | 0.32 | 1.22 | .168 |
School type (ref = private) | ||||||||||||
Public | 2.03 | 1.51 | 2.73 | .333 | 1.15 | 0.82 | 1.62 | .407 | 0.51 | 0.32 | 0.83 | .006 |
HBCU | 2.50 | 1.68 | 3.72 | .016 | 1.29 | 0.80 | 2.08 | .292 | 0.46 | 0.17 | 1.23 | .122 |
Technical | 2.33 | 1.71 | 3.17 | .012 | 1.12 | 0.81 | 1.56 | .486 | 0.37 | 0.22 | 0.63 | <.001 |
Parental education (ref = ≥ Bachelor’s) | ||||||||||||
< Bachelor’s | 1.11 | 0.88 | 1.39 | .391 | 1.26 | 1.00 | 1.58 | .050 | 1.10 | 0.75 | 1.61 | .624 |
Tobacco use among women
Two-group (men vs. women) comparison results
Variables | Tobacco Use Outcomes | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Cigarettes | LCCs | E-cigarettes | Hookah | |||||||||
Value | df |
p
| Value | df |
p
| Value | df |
p
| Value | df |
p
| |
Sexual orientation (ref = heterosexual) | ||||||||||||
Homosexual | 0.001 | 1 | .979 | 7.995 | 1 | .005 | 0.198 | 1 | .656 | 0.019 | 1 | .889 |
Bisexual | 3.589 | 1 | .058 | 5.915 | 1 | .015 | 3.285 | 1 | .070 | 1.307 | 1 | .253 |
Age | 2.496 | 1 | .114 | 0.499 | 1 | .480 | 3.983 | 1 | .046 | 0.036 | 1 | .850 |
Hispanic | 0.045 | 1 | .833 | 0.015 | 1 | .902 | 1.028 | 1 | .311 | 0.087 | 1 | .769 |
Race (ref = White) | ||||||||||||
Black | 1.644 | 1 | .200 | 8.277 | 1 | .004 | 0.121 | 1 | .728 | 0.893 | 1 | .345 |
Other | 3.609 | 1 | .058 | 1.282 | 1 | .258 | 0.015 | 1 | .901 | 0.141 | 1 | .707 |
School type (ref = private) | ||||||||||||
Public | 0.883 | 1 | .347 | 1.329 | 1 | .249 | 2.535 | 1 | .111 | 1.135 | 1 | .287 |
HBCU | 0.288 | 1 | .592 | 0.515 | 1 | .473 | 0.283 | 1 | .595 | 0.002 | 1 | .964 |
Technical | 0.151 | 1 | .697 | 0.247 | 1 | .619 | 0.130 | 1 | .719 | 0.593 | 1 | .441 |
Parental education (ref = ≥ Bachelor’s) | ||||||||||||
< Bachelor’s degree | 4.779 | 1 | .029 | 1.806 | 1 | .179 | 4.006 | 1 | .045 | 0.696 | 1 | .404 |