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. Author manuscript; available in PMC: 2026 Aug 6.
Published in final edited form as: Addict Behav. 2025 Aug 6;170:108451. doi: 10.1016/j.addbeh.2025.108451

Table 1. Selected sample characteristics by lifetime use of cannabis, cigarettes, e-cigarettes, cigars, and alcohol, separately.

Variables All
participants
N=4,031
(100%)
Cannabis use Cigarette use E-cigarette use Cigar use Alcohol use
No
n=1,273
(32%)
Yes
n=2,758
(68%)
No
n=2,200
(55%)
Yes
n=1,831
(45%)
No
n=2,063
(51%)
Yes
n=1,968
(49%)
No
n=2,774
(69%)
Yes
n=1,257
(31%)
No
n=599
(15%)
Yes
n=3,432
(85%)
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 n (%) or
M (SD)
n (%) or
M (SD)
p n (%) or
M (SD)
n (%) or
M (SD)
p
Sociodemographics
Age (at W1 survey)* 26.29 (4.81) 25.07 (5.00) 26.85 (4.62) <.001 23.11 (4.81) 27.69 (4.42) <.001 26.06 (4.98) 26.53 (4.63) .002 25.60 (4.86) 27.79 (4.34) <.001 23.94 (4.96) 26.69 (4.67) <.001
Sex .003 .747 .574 <.001 <.001
 Female 2,394 (60) 708 (30) 1,686 (70) 1,314 (55) 1,080 (45) 1,239 (52) 1,155 (48) 1,785 (75) 609 (25) 297 (12) 2,097 (88)
 Male 1,612 (40) 558 (35) 1,054 (65) 871 (54) 741 (46) 810 (50) 802 (50) 974 (60) 638 (40) 298 (18) 1,314 (82)
Sexual orientation <.001 <.001 <.001 .020 <.001
 Heterosexual 2,844 (72) 999 (35) 1,845 (65) 1,593 (56) 1,251 (44) 1,527 (53) 1,317 (46) 1,946 (68) 898 (32) 476 (17) 2,368 (83)
 Other orientation 1,105 (28) 232 (21) 873 (79) 551 (50) 554 (50) 480 (43) 625 (57) 760 (69) 345 (31) 104 (9) 1,001 (91)
Race <.001 <.001 <.001 <.001 <.001
 White 2,525 (65) 793 (31) 1,732 (69) 1,310 (52) 1,215 (48) 1,266 (50) 1,259 (50) 1,691 (67) 834 (33) 349 (14) 2,176 (86)
 Black 545 (14) 109 (20) 436 (80) 311 (57) 234 (43) 255 (47) 290 (53) 357 (66) 188 (34) 78 (14) 467 (86)
 Asian 549 (14) 273 (50) 276 (50) 374 (68) 175 (32) 346 (63) 203 (37) 455 (83) 94 (17) 125 (23) 424 (77)
 Other 269 (7) 53 (20) 216 (80) 115 (43) 154 (57) 113 (42) 156 (58) 171 (64) 98 (36) 23 (9) 246 (91)
Ethnicity .003 .036 .028 .145 .068
 Non-Hispanic 3,204 (81) 1,039 (32) 2,165 (68) 1,757 (55) 1,447 (45) 1,649 (51) 1,555 (49) 2,197 (69) 1007 (31) 479 (15) 2,725 (85)
 Hispanic 766 (19) 208 (27) 558 (73) 401 (52) 365 (48) 381 (50) 385 (50) 528 (69) 238 (31) 105 (14) 661 (86)
Parent education <.001 <.001 <.001 <.001 .054
 <bachelor’s 2,334 (59) 604 (26) 1,730 (74) 1,135 (49) 1,199 (51) 1,075 (46) 1,259 (54) 1,525 (65) 809 (35) 326 (14) 2,008 (86)
 ≥bachelor’s 1,636 (41) 640 (39) 996 (61) 1,019 (62) 617 (38) 950 (58) 686 (42) 1,198 (73) 438 (27) 259 (16) 1,377 (84)
Ruralit^ .097 .003 .028 .120 .030
 Rural 844 (21) 279 (33) 565 (67) 419 (50) 425 (50) 402 (48) 442 (52) 567 (67) 277 (33) 141 (17) 703 (83)
 Suburban 1,226 (31) 397 (32) 829 (68) 703 (57) 523 (43) 654 (53) 572 (47) 863 (70) 363 (30) 183 (15) 1,043 (85)
 Urban 1,939 (48) 586 (30) 1,353 (70) 1,063 (55) 876 (45) 992 (51) 947 (49) 1,325 (68) 614 (62) 268 (14) 1,671 (86)
State non-medical cannabis law .151 .027 .013 .002 .447
 Not legalized 1988 (49) 649 (33) 1339 (67) 1050 (53) 938 (47) 978 (49) 1010 (51) 1323 (67) 665 (33) 304 (15) 1684 (85)
 Legalized 2043 (51) 624 (31) 1419 (69) 1150 (56) 893 (44) 1085 (53) 958 (47) 1451 (71) 592 (29) 295 (14) 1748 (86)
Lifetime mental health diagnoses <.001
Depression <.001 <.001 <.001 <.001
 No 2,315 (57) 902 (39) 1,413 (61) 1,401 (61) 911 (39) 1,324 (57) 991 (43) 1,653 (71) 662 (29) 425 (18) 1,890 (82)
 Yes 1,716 (43) 371 (22) 1,345 (78) 796 (46) 920 (54) 739 (43) 977 (57) 1,121 (65) 595 (35) 174 (10) 1,542 (90)
Anxiety <.001 <.001 <.001 .001 <.001
 No 2,202 (55) 867 (39) 1,335 (61) 1,344 (61) 858 (39) 1,272 (58) 930 (42) 1,566 (71) 636 (29) 407 (18) 1,795 (82)
 Yes 1,829 (45) 406 (22) 1,423 (78) 856 (47) 973 (53) 791 (43) 1,038 (57) 1,208 (66) 621 (34) 192 (11) 1,637 (89)
ADD <.001 <.001 <.001 <.001 .001
 No 3,246 (81) 1,115 (34) 2,131 (66) 1,848 (57) 1,398 (43) 1,762 (54) 1,484( 46) 2,300 (71) 946 (29) 511 (16) 2,735 (84)
 Yes 785 (19) 158 (20) 627 (80) 352 (45) 433 (55) 301 (38) 484 (62) 474 (60) 311 (40) 88 (11) 697 (89)
Personality characteristics
 Extraversion 3.70 (1.56) 3.50 (1.53) 2.79 (1.56) <.001 3.57 (1.56) 3.86 (1.55) <.001 3.58 (1.56) 3.82 (1.55) <.001 3.60 (1.57) 3.91 (1.52) <.001 3.58 (1.50) 3.71 (1.57) .045
 Agreeableness 4.89 (1.18) 4.85 (1.18) 4.91 (1.17) 0.124 4.90 (1.18) 4.88 (1.17) 0.632 4.92 (1.19) 4.87 (1.16) 0.235 4.93 (1.18) 4.83 (1.16) .012 4.84 (1.22) 4.90 (1.17) .226
 Conscientiousness 5.10 (1.34) 5.22 (1.32) 5.04 (1.35) <.001 5.16 (1.36) 5.01 (1.31) <.001 5.19 (1.34) 5.00 (1.34) <.001 5.12 (1.35) 5.04 (1.32) .063 5.09 (1.39) 5.10 (1.33) .880
 Emotional stability 4.10 (1.45) 4.23 (1.43) 4.04 (1.45) <.001 4.16 (1.43) 4.03 (1.47) .005 4.16 (1.44) 4.03 (1.45) .004 4.07 (1.44) 4.16 (1.46) .095 4.27 (1.45) 4.07 (1.45) .002
 Openness to new experiences 5.14 (1.21) 4.90 (1.20) 5.25 (1.20) <.001 5.07 (1.20) 5.23 (1.23) <.001 5.07 (1.20) 5.22 (1.23) <.001 5.11 (1.20) 5.22 (1.25) .007 4.88 (1.22) 5.19 (1.21) <.001

Notes: *All n (%) except age and depressive symptoms, showing M (SD). Missing values: sex: other/refuse n=25; sexual orientation: refuse n=82; race: refuse n=143; ethnicity: don’t know/refuse n=61; rurality: other n=22; parental education: don’t know n=61. ^ Rural: <10,000 people; suburban/micropolitan: 10,000-49,999 people; urban: ≥50,000 people. The % reported is among those who responded; responses such as “prefer not to answer”, “don’t know”, etc. were excluded from the denominator when reporting the %.