Skip to main content
. 2021 Sep 13;129(9):097009. doi: 10.1289/EHP7668

Table 1.

Distribution of recent and remote 3-y average PM2.5 and NO2 exposures and population characteristics [mean±SD or n (%)], overall and according to age at WHIMS-ECHO enrollment and cognitive function trajectory subgroups determined by a latent class mixed model with follow-up time and age at WHIMS-ECHO enrollment as the only predictors.

Characteristics All women (n=2,056) Age 80y (n=828) Age >80y (n=1,128) p-Valuea Age 80y Age >80y
Slow-decliners (n=643) Fast-decliners (n=185) p-Valueb Cognitively resilient (n=351) Steady-decliners (n=877) p-Valuec
Air Pollution Exposures
 Remote PM2.5 (μg/m3) 13.29±2.71 13.17±2.54 13.36±2.81 0.11 13.20±2.58 13.05±2.42 0.48 13.44±2.87 13.33±2.79 0.54
 Recent PM2.5 (μg/m3) 10.52±2.01 10.53±2.02 10.51±2.00 0.85 10.52±2.06 10.56±1.91 0.81 10.50±1.96 10.51±2.01 0.93
 Remote NO2 (ppb) 15.82±7.26 14.92±6.96 16.43±7.39 <0.001 14.95±6.85 14.80±7.33 0.79 16.42±7.69 16.43±7.28 0.97
 Recent NO2 (ppb) 10.47±4.98 9.87±4.84 10.87±5.04 <0.001 9.80±4.71 10.14±5.26 0.40 10.77±5.22 10.91±4.97 0.66
Age at WHIMS-ECHO enrollment (y) 81.51±3.52 78.19±1.20 83.75±2.71 <0.001 78.14±1.20 78.37±1.18 0.02 83.36±2.65 83.91±2.73 0.001
Neighborhood SESd
 At WHI inception 0.59±5.26 0.08±5.16 0.93±5.31 <0.001 0.05±5.22 0.17±4.96 0.78 0.91±5.13 0.94±5.38 0.93
 At WHIMS-ECHO enrollment 0.12±5.11 0.34±5.03 0.44±5.14 <0.001 0.36±5.02 0.29±5.09 0.88 0.52±5.01 0.40±5.19 0.73
Region <0.001 0.18 0.98
 Northeast 662 (32.2) 273 (33.0) 389 (31.7) 200 (31.1) 73 (39.5) 112 (31.9) 277 (31.6)
 South 408 (19.8) 183 (22.1) 225 (18.3) 145 (22.6) 38 (20.5) 62 (17.7) 163 (18.6)
 Midwest 498 (24.2) 225 (27.2) 273 (22.2) 178 (27.7) 47 (25.4) 80 (22.8) 193 (22.0)
 West 488 (23.7) 147 (17.8) 341 (27.8) 120 (18.7) 27 (14.6) 97 (27.6) 244 (27.8)
Race/ethnicity 0.10 0.73 0.35
 American Indian or Alaskan Native 4 (0.2) 1 (0.1) 3 (0.2) 1 (0.2) 0 2 (0.6) 1 (0.1)
 Asian or Pacific Islander 17 (0.8) 6 (0.7) 11 (0.9) 4 (0.6) 2 (1.1) 1 (0.3) 10 (1.1)
 Black, non-Hispanic 107 (5.2) 57 (6.9) 50 (4.1) 44 (6.8) 13 (7.0) 10 (2.8) 40 (4.6)
 Hispanic/Latino 29 (1.4) 13 (1.6) 16 (1.3) 12 (1.9) 1 (0.5) 4 (1.1) 12 (1.4)
 White, non-Hispanic 1,875 (91.2) 744 (89.9) 1,131 (92.1) 577 (89.7) 167 (90.3) 329 (93.7) 802 (91.4)
 Othere 23 (1.1) 7 (0.9) 16 (1.3) 5 (0.8) 2 (1.1) 5 (1.4) 11 (1.3)
 Missing 1 (0.1) 0 1 (0.1) 0 0 0 1 (0.1)
Education 0.58 0.52 0.16
High school or GED 500 (24.3) 196 (23.7) 304 (24.8) 158 (24.6) 38 (20.5) 74 (21.1) 230 (26.2)
>High school to <4y of college 789 (38.4) 329 (39.7) 460 (37.5) 253 (39.4) 76 (41.1) 136 (38.8) 324 (36.9)
4y of college 767 (37.3) 303 (36.6) 464 (37.8) 232 (36.1) 71 (38.4) 141 (40.2) 323 (36.8)
Employment <0.001 0.82 0.13
 Currently working 321 (15.6) 181 (21.9) 140 (11.4) 143 (22.2) 38 (20.5) 48 (13.7) 92 (10.5)
 Not working 195 (9.5) 81 (9.8) 114 (9.3) 64 (10.0) 17 (9.2) 26 (7.4) 88 (10.0)
 Retired 1,540 (74.9) 566 (68.4) 974 (79.3) 436 (67.8) 130 (70.3) 277 (78.9) 697 (79.5)
Income ($) 0.11 0.59 0.002
<9,999 68 (3.3) 31 (3.7) 37 (3) 23 (3.6) 8 (4.3) 6 (1.7) 31 (3.5)
 10,000–34,999 906 (44.1) 350 (42.3) 556 (45.3) 270 (42.0) 80 (43.2) 158 (45.0) 398 (45.4)
 35,000–49,999 450 (21.9) 206 (24.9) 244 (19.9) 165 (25.7) 41 (22.2) 58 (16.5) 186 (21.2)
 50,000–74,999 321 (15.6) 125 (15.1) 196 (16) 97 (15.1) 28 (15.1) 75 (21.4) 121 (13.8)
75,000 212 (10.3) 80 (9.7) 132 (10.7) 64 (10.0) 16 (8.6) 43 (12.3) 89 (10.1)
 Not known 99 (4.8) 36 (4.3) 63 (5.1) 24 (3.7) 12 (6.5) 11 (3.1) 52 (5.9)
Smoking status <0.001 0.62 0.94
 Never smoked 1,138 (55.4) 416 (50.2) 722 (58.8) 328 (51.0) 88 (47.6) 205 (58.4) 517 (59.0)
 Past smoker 823 (40.0) 359 (43.4) 464 (37.8) 273 (42.5) 86 (46.5) 133 (37.9) 331 (37.7)
 Current smoker 95 (4.6) 53 (6.4) 42 (3.4) 42 (6.5) 11 (5.9) 13 (3.7) 29 (3.3)
Alcohol use 0.66 0.73 0.57
 Nondrinker 243 (11.8) 101 (12.2) 142 (11.6) 76 (11.8) 25 (13.5) 35 (10.0) 107 (12.2)
 Past drinker 342 (16.6) 129 (15.6) 213 (17.3) 97 (15.1) 32 (17.3) 57 (16.2) 156 (17.8)
<1 drink/d 1,204 (58.6) 494 (59.7) 710 (57.8) 390 (60.7) 104 (56.2) 209 (59.5) 501 (57.1)
1 drink/d 267 (13) 104 (12.6) 163 (13.3) 80 (12.4) 24 (13.0) 50 (14.2) 113 (12.9)
Physical activityf 0.71 0.56 0.49
 No activity 1,109 (53.9) 445 (53.7) 664 (54.1) 344 (53.5) 101 (54.6) 184 (52.4) 480 (54.7)
 Some activity 114 (5.5) 47 (5.7) 67 (5.5) 39 (6.1) 8 (4.3) 20 (5.7) 47 (5.4)
 2–4 episodes/wk 439 (21.4) 169 (20.4) 270 (22.0) 135 (21.0) 34 (18.4) 73 (20.8) 197 (22.5)
>4 episodes/wk 394 (19.2) 167 (20.2) 227 (18.5) 125 (19.4) 42 (22.7) 74 (21.1) 153 (17.4)
Hypercholesterolemia 0.99 0.15 0.86
 No 1,716 (83.5) 691 (83.5) 1,025 (83.5) 543 (84.4) 148 (80.0) 294 (83.8) 731 (83.4)
 Yes 340 (16.5) 137 (16.5) 203 (16.5) 100 (15.6) 37 (20.0) 57 (16.2) 146 (16.6)
Diabetes 0.86 0.05 0.64
 No 1,976 (96.1) 795 (96.0) 1,181 (96.2) 622 (96.7) 173 (93.5) 339 (96.6) 842 (96.0)
 Yes 80 (3.9) 33 (4.0) 47 (3.8) 21 (3.3) 12 (6.5) 12 (3.4) 35 (4.0)
Hormone treatment 0.58 0.33 0.33
 No 1,127 (54.8) 460 (55.6) 667 (54.3) 363 (56.5) 97 (52.4) 183 (52.1) 484 (55.2)
 Yes 929 (45.2) 368 (44.4) 561 (45.7) 280 (43.5) 88 (47.6) 168 (47.9) 393 (44.8)
Hypertension
 At WHI inception 0.37 0.01 0.14
  No 1,357 (66.0) 556 (67.1) 801 (65.2) 446 (69.4) 110 (59.5) 240 (68.4) 561 (64.0)
  Yes 699 (34.0) 272 (32.9) 427 (34.8) 197 (30.6) 75 (40.5) 111 (31.6) 316 (36.0)
 At WHIMS-ECHO enrollment 0.04 0.24 0.18
  No 676 (32.9) 294 (35.5) 382 (31.1) 235 (36.5) 59 (31.9) 119 (33.9) 263 (30.0)
  Yes 1,380 (67.1) 534 (64.5) 846 (68.9) 408 (63.5) 126 (68.1) 232 (66.1) 614 (70.0)
Cardiovascular disease history 0.22 0.18 0.34
 At WHI inception
  No 1,759 (85.6) 718 (86.7) 1,041 (84.8) 563 (87.6) 155 (83.8) 303 (86.3) 738 (84.2)
  Yes 297 (14.4) 110 (13.3) 187 (15.2) 80 (12.4) 30 (16.2) 48 (13.7) 139 (15.8)
 At WHIMS-ECHO enrollment 0.01 0.28 0.77
  No 1,583 (77.0) 663 (80.1) 920 (74.9) 520 (80.9) 143 (77.3) 265 (75.5) 655 (74.7)
  Yes 473 (23.0) 165 (19.9) 308 (25.1) 123 (19.1) 42 (22.7) 86 (24.5) 222 (25.3)
WHI hormone therapy assignment 0.44 0.38 0.74
 Estrogen-alone control 375 (18.2) 149 (18.0) 226 (18.4) 110 (17.1) 39 (21.1) 71 (20.2) 155 (17.7)
 Estrogen-alone intervention 362 (17.6) 159 (19.2) 203 (16.5) 120 (18.7) 39 (21.1) 55 (15.7) 148 (16.9)
Estrogen+progestin control 688 (33.5) 267 (32.2) 421 (34.3) 209 (32.5) 58 (31.4) 117 (33.3) 304 (34.7)
Estrogen+progestin intervention 631 (30.7) 253 (30.6) 378 (30.8) 204 (31.7) 49 (26.5) 108 (30.8) 270 (30.8)

Note: All characteristics were classified at WHI inception (1993–1998) unless otherwise indicated. All p-values were calculated using t-test for continuous variables, Fisher’s exact test for race/ethnicity, or chi-square test for other categorical variables. GED, General Education Development; NO2, nitrogen dioxide; PM2.5, fine particulate matter (PM with an aerodynamic diameter of 2.5μm); SD, standard deviation; SES, socioeconomic status; WHI, Women’s Health Initiative; WHIMS-ECHO, Women’s Health Initiative Memory Study–Epidemiology of Cognitive Health Outcomes.

a

p-Value comparing women 80 vs. >80 years of age.

b

p-Value comparing women 80 years of age classified as slow- vs. fast-decliners.

c

p-Value comparing women >80 years of age classified as Cognitively resilient vs. steady-decliners.

d

Neighborhood SES is the sum of six standardized U.S. Census tract–level variables measuring domains of wealth/income, education, and occupation. Higher values indicate higher neighborhood SES.

e

“Other” race/ethnicity includes women who did not select one of the five specific race/ethnicity groups.

f

Moderate or strenuous physical activity for 20 min.