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Table 1 Demographic and clinical risk factors of pregnant women. Values are presented as mean ± standard deviation, percentage, or number (percentage)

From: Early prediction of gestational diabetes mellitus using maternal demographic and clinical risk factors

 

MMC dataset

(N = 15,837 from 14,015 pregnant women)

nuMoM2b dataset

(N = 8720 from 8720 pregnant women)

Outcome

GDM

(N = 641, 4%)

Non-GDM

(N = 15,196, 96%)

GDM

(N = 376, 4%)

Non-GDM

(N = 8344, 96%)

Pre-pregnancy BMI#

27.83 ± 6.06**

24.31 ± 4.95

33.88 ± 7.58**

29.91 ± 6.27

Age

31.85 ± 4.82**

30.22 ± 4.51

29.54 ± 5.82**

26.81 ± 5.61

Ethnicity

 - Non-Hispanic White/Black

 - Hispanic/Mediterranean

 - Asian

 - Rest Ethnicity

493 (76.9%)**

39 (6.1%)

58 (9.0%)

51 (8.0%)

12,656 (83.3%)

617 (4.1%)

562 (3.7%)

1361 (8.9%)

205 (54.5%)*

101 (26.9%)

41 (10.9%)

20 (5.3%)

5110 (61.2%)

2511 (30.1%)

382 (4.6%)

341 (4.1%)

Parity

0: 277 (43.2%)**

1: 251 (39.1%)

2: 76 (11.8%)

>=3: 37 (5.8%)

0: 8120 (53.4%)

1: 4971 (32.7%)

2: 1501 (9.9%)

>=3: 604 (4.0%)

NA

NA

Gravidity

1: 231 (36.0%)**

2: 216 (33.7%)

>=3: 194 (30.3%)

1: 6891 (45.3%)

2: 4339 (28.5%)

>=3: 3966 (27.2%)

1: 272 (72.3%)

2: 79 (21.0%)

>=3: 25 (6.6%)

1: 6217 (74.5%)

2: 1575 (18.9%)

>=3: 549 (6.6%)

Family history of diabetes

49.4%**

17.1%

35.1%**

20.0%

History of GDM

26.2%**

1.0%

NA

NA

  1. NA: not applicable due to the inclusion of only nulliparous pregnancies in the nuMoM2b dataset
  2. *p < 0.05,
  3. **p < 0.001 between the GDM and non-GDM group
  4. #For the nuMoM2b data, the pre-pregnancy BMI was confirmed through self-reported 3 months before pregnancy weight. For the MMC data, the pre-pregnancy BMI was confirmed through the self-reported non-pregnancy weight, but the specific time corresponding to this weight was not available