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. 2019 Jul 24;2(7):e197337. doi: 10.1001/jamanetworkopen.2019.7337

Table 1. Baseline Characteristics of the Study Population (N = 156 624) According to Different Combinations of Body Mass Index and WCa.

Variable No. (%)
Normal Weight Overweight Obesity
Normal WC High WC P Value Normal WC High WC P Value Normal WC High WC P Value
Participants 52 735 (33.7) 1390 (0.9) NA 36 337 (23.2) 18 572 (11.9) NA 4957 (3.2) 42 633 (27.2) NA
Age at baseline, mean (SD), y 63.3 (7.4) 65.4 (7.1) <.001 63.1 (7.2) 64.5 (7.1) <.001 62.2 (7.2) 62.6 (6.9) <.001
Race/ethnicity
White 46 031 (87.3) 1223 (88.0) <.001 29 833 (82.1) 15 754 (84.8) <.001 3544 (71.5) 32 914(77.2) <.001
Black 2124 (4.0) 83 (6.0) 3084 (8.5) 1555 (8.4) 844 (17.0) 6473(15.2)
Hispanic 1523 (2.9) 26 (1.9) 1790 (4.9) 629 (3.4) 388 (7.8) 1963(4.6)
Other 2911 (5.5) 52 (3.7) 1541 (4.2) 584 (3.1) 174 (3.5) 1185 (2.8)
Missing 146 (0.3) 6 (0.4) 89 (0.2) 50 (0.3) 7 (0.1) 98 (0.2)
Education
≤High school 13 959 (26.5) 461 (33.2) <.001 11 521 (31.7) 6480 (34.9) <.001 1756 (35.4) 16 876 (39.6) <.001
Some college 13 641 (25.9) 365 (26.3) 10 061 (27.7) 5256 (28.3) 1361 (27.5) 12 446 (29.2)
College 6962 (13.2) 145 (10.4) 3970 (10.9) 1909 (10.3) 465 (9.4) 3465 (8.1)
Postgraduate 17 789 (33.7) 413 (29.7) 10 496 (28.9) 4787 (25.8) 1331 (26.9) 9526 (22.3)
Missing 384 (0.7) 6 (0.4) 289 (0.8) 140 (0.8) 44 (0.9) 320 (0.8)
Income, $
<20 000 5991 (11.4) 268 (19.3) <.001 4900 (13.5) 3385 (18.2) <.001 792 (16.0) 9034 (21.2) <.001
20 000-49 999 20 190 (38.3) 605 (43.5) 15 183 (41.8) 8285 (44.6) 2069 (41.7) 19 146 (44.9)
≥50 000 22 774 (43.2) 417 (30.0) 13 838 (38.1) 5723 (30.8) 1742 (35.1) 11 786 (27.7)
Missing 3780 (7.2) 100 (7.2) 2416 (6.7) 1179 (6.4) 354 (7.1) 2667 (6.3)
NSES, mean (SD) 77.3 (7.7) 75.9 (8.1) <.001 75.9 (8.3) 75.4 (8.7) <.001 74.0 (9.7) 73.7 (9.5) .02
WHI component
Randomized clinical trials 17 493 (33.2) 532 (38.3) <.001 15 399 (42.4) 8535 (46.0) <.001 2324 (46.9) 22 391 (52.5) <.001
Observational study 35 242 (66.8) 858 (61.7) 20 938 (57.6) 10 037 (54.0) 2633 (53.1) 20 242 (47.5)
Unopposed estrogen usage status
Never used 33 770 (64.0) 862 (62.0) <.001 22 946 (63.2) 11 727 (63.1) <.001 3166 (63.9) 28 366 (66.5) <.001
Past user 6478 (12.3) 228 (16.4) 4502 (12.4) 2683 (14.5) 560 (11.3) 5692 (13.4)
Current user 12 487 (23.7) 300 (21.6) 8889 (24.5) 4162 (22.4) 1231 (24.8) 8575 (20.1)
Estrogen plus progestin usage status
Never used 35 285 (66.9) 1063 (76.5) <.001 26 294 (72.4) 14 526 (78.2) <.001 3810 (79.9) 34 778 (81.6) <.001
Past user 5020 (9.5) 106 (7.6) 3288 (9.1) 1566 (8.4) 386 (7.8) 3029 (7.1)
Current user 12430 (23.6) 221 (15.9) 6755 (18.6) 2480 (13.4) 761 (15.4) 4826 (11.3)
Smoking status
Never smoked 26 958 (51.1) 591 (42.5) <.001 18 908 (52.0) 8635 (46.5) <.001 2812 (56.7) 21 143 (49.6) <.001
Past smoker 21 110 (40.0) 615 (44.2) 14 854 (40.9) 8091 (43.6) 1857 (37.5) 18 464 (43.3)
Current smoker 3995 (7.6) 166 (11.9) 2104 (5.8) 1601 (8.6) 226 (4.6) 2454 (5.8)
Missing 672 (1.3) 18 (1.3) 471 (1.3) 245 (1.3) 62 (1.3) 572 (1.3)
Physical activity, MET-h/wk
<10 21 218 (40.2) 737 (53.0) <.001 17 375 (47.8) 10 438 (56.2) <.001 2743 (55.3) 28 415 (66.7) <.001
≥10 29 430 (55.8) 591 (42.5) 17 108 (47.1) 7238 (39.0) 1967 (39.7) 12 044 (28.3)
Missing 2087 (4.0) 62 (4.5) 1854 (5.1) 896 (4.8) 247 (5.0) 2174 (5.1)
Total energy intake, mean (SD), kcal/d 1539 (559) 1625 (610) <.001 1607 (609) 1662 (644) <.001 1664 (664) 1796 (737) <.001
Alcohol intake
Nondrinker 16 422 (31.1) 509 (36.6) <.001 13 151 (36.2) 7390 (39.8) <.001 2230 (45.0) 21 917 (51.4) <.001
Moderate drinking 26 157 (49.6) 596 (42.9) 17 929 (49.3) 8260 (44.5) 2226 (44.9) 16 494 (38.7)
Heavy drinking 8625 (16.4) 243 (17.5) 4191 (11.5) 2368 (12.8) 337 (6.8) 2894 (6.8)
Missing 1531 (2.9) 42 (3.0) 1066 (2.9) 554 (3.0) 164 (3.3) 1328 (3.1)
AHEI-2010 score, mean (SD) 52.4 (11.2) 49.9 (11.3) <.001 50.2 (10.8) 48.6 (10.7) <.001 48.82 (10.5) 46.6 (10.4) <.001

Abbreviations: AHEI, Alternative Healthy Eating Index; MET-h, metabolic equivalent of task hours; NA, not available; NSES, neighborhood socioeconomic status; WC, waist circumference; WHI, Women’s Health Initiative.

a

Body mass index calculated as weight in kilograms divided by height in meters squared and categorized as normal weight (18.5-24.9), overweight (25.0-29.9), and obesity (≥30.0). Waist circumference categorized as normal (≤88 cm) and high (>88 cm).