Skip to main content
. Author manuscript; available in PMC: 2023 Aug 1.
Published in final edited form as: Am Heart J. 2022 May 5;250:11–22. doi: 10.1016/j.ahj.2022.04.009

Table 2:

Baseline characteristics, stratified by Modified World Health Organization Classification

Modified World Health Organization classification
Overall
(N=8,004,184)
(Weighted N = 14,995,122)
No heart disease
(N=7,959,609)
(Weighted N = 14,911,251)
WHO I-II
(N=24,947)
(Weighted N = 46,541)
WHO II/III-IV
(N=19,628)
(Weighted N = 37,330)
P*
Mean (Standard Deviation) or %
Patient Demographics
Age in years at admission 28.8 (5.8) 28.8 (5.8) 30.2 (5.9) 29.8 (6.0) <0.001
Primary expected payer <0.001
 Medicare 119,392 (0.8) 117,712 (0.8) 635 (1.4) 1,045 (2.8)
 Medicaid 6,300,543 (42.1) 6,268,908 (42.1) 15,512 (33.4) 16,124 (43.2)
 Private 7,902,339 (52.8) 7,855,343 (52.7) 28,396 (61.1) 18,600 (49.9)
 Self-pay 220,180 (1.5) 219,297 (1.5) 446 (1.0) 437 (1.2)
 No charge 7,558 (0.1) 7,528 (0.1) 11 (0.0) 19 (0.1)
 Other 427,594 (2.9) 425,058 (2.9) 1,478 (3.2) 1,057 (2.8)
Zip Code Median Household Income <0.001
 Quartile 1 (Lowest) 4,107,300 (27.6) 4,085,289 (27.6) 11,134 (24.1) 10,877 (29.3)
 Quartile 2 3,894,478 (26.1) 3,873,575 (26.1) 11,221 (24.3) 9,681 (26.1)
 Quartile 3 3,780,479 (25.4) 3,758,884 (25.4) 12,423 (26.9) 9,172 (24.7)
 Quartile 4 (Highest) 3,116,885 (20.9) 3,098,057 (20.9) 11,467 (24.8) 7,361 (19.8)
Hospital Characteristics
Hospital Bed Size <0.001
 Small 2,514,262 (16.8) 2,503,663 (16.8) 6,294 (13.5) 4,305 (11.5)
 Medium 4,295,153 (28.6) 4,275,238 (28.7) 11,865 (25.5) 8,050 (21.6)
 Large 8,185,708 (54.6) 8,132,350 (54.5) 28,382 (61.0) 24,976 (66.9)
Hospital location / teaching status <0.001
 Metropolitan non-teaching 3,178,062 (21.2) 3,165,133 (21.2) 7,804 (16.8) 5,125 (13.7)
 Metropolitan teaching 10424392 (69.5) 10358423 (69.5) 35,668 (76.6) 30,302 (81.2)
 Non-metropolitan hospital 1,392,668 (9.3) 1,387,695 (9.3) 3,070 (6.6) 1,904 (5.1)
Comorbid Conditions
 Advanced maternal age 2,624,113 (17.5) 2,604,334 (17.5) 11,210 (24.1) 8,570 (23.0) <0.001
 Asthma 785,843 (5.2) 774,202 (5.2) 5,189 (11.1) 6,453 (17.3) <0.001
 Bariatric surgery 41,532 (0.3) 41,056 (0.3) 245 (0.5) 231 (0.6) <0.001
 Bleeding disorder 327,773 (2.2) 323,751 (2.2) 2,009 (4.3) 2,013 (5.4) <0.001
 BMI greater or equal to 40 501,552 (3.3) 497,045 (3.3) 2,088 (4.5) 2,419 (6.5) <0.001
 Chronic hypertension 499,773 (3.3) 491,341 (3.3) 3,324 (7.1) 5,109 (13.7) <0.001
 Chronic renal disease 38,633 (0.3) 37,375 (0.3) 270 (0.6) 988 (2.6) <0.001
 Connective tissue or autoimmune disease 30,824 (0.2) 29,970 (0.2) 352 (0.8) 502 (1.3) <0.001
 Gastrointestinal disease 847,655 (5.7) 837,319 (5.6) 5,587 (12.0) 4,749 (12.7) <0.001
 Gestational Diabetes Mellitus 1,143,423 (7.6) 1,136,040 (7.6) 3,997 (8.6) 3,386 (9.1) <0.001
 Gestational hypertension / preeclampsia without severe features 1,240,779 (8.3) 1,232,357 (8.3) 4,541 (9.8) 3,881 (10.4) <0.001
 HIV/AIDS 13,531 (0.1) 13,406 (0.1) 50 (0.1) 75 (0.2) <0.001
 Mental health disorder 1,149,200 (7.7) 1,135,363 (7.6) 7,801 (16.8) 6,036 (16.2) <0.001
 Multiples gestation 269,703 (1.8) 267,374 (1.8) 1,187 (2.6) 1,142 (3.1) <0.001
 Neuromuscular disease 74,543 (0.5) 73,461 (0.5) 547 (1.2) 535 (1.4) <0.001
 Placenta accreta spectrum 16,928 (0.1) 16,729 (0.1) 102 (0.2) 98 (0.3) <0.001
 Placenta previa 69,523 (0.5) 68,954 (0.5) 338 (0.7) 232 (0.6) <0.001
 Placental abruption 161,879 (1.1) 160,470 (1.1) 642 (1.4) 767 (2.1) <0.001
 Preeclampsia with severe features 496,658 (3.3) 489,464 (3.3) 2,437 (5.2) 4,756 (12.7) <0.001
 Preexisting anemia 1,971,304 (13.1) 1,955,613 (13.1) 8,131 (17.5) 7,560 (20.3) <0.001
 Preexisting diabetes mellitus 203,955 (1.4) 201,432 (1.4) 969 (2.1) 1,555 (4.2) <0.001
 Preterm birth 1,497,610 (10.0) 1,481,719 (9.9) 6,586 (14.2) 9,304 (24.9) <0.001
 Prior cesarean birth 2,630,037 (17.5) 2,611,406 (17.5) 9,855 (21.2) 8,775 (23.5) <0.001
 Substance use disorder 978,538 (6.5) 970,828 (6.5) 3,311 (7.1) 4,399 (11.8) <0.001
 Thyrotoxicosis 39,656 (0.3) 38,979 (0.3) 392 (0.8) 284 (0.8) <0.001
Delivery type <0.001
 Spontaneous vaginal 9,494,266 (63.7) 9,451,868 (63.8) 25,389 (54.9) 17,009 (46.0)
 Operative vaginal 608,019 (4.1) 604,398 (4.1) 1,778 (3.8) 1,844 (5.0)
 Cesarean 4,802,249 (32.2) 4,765,067 (32.2) 19,046 (41.2) 18,136 (49.0)
*

P-values by weighted linear regression for continuous variables and weighted chi2 test for binary/categorical variables

Missing values in Payer (8,744 observations) and ZIP Code Income Quartile (54,174 observations)