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. 2025 Mar 14;27:e66580. doi: 10.2196/66580

Table 2.

Meta-analysis results of 26 outcomes.

Outcomes Studies, n Participants, n Heterogeneity Statistical method Effect estimate


IGa CGb I2 (%) P value

GWGc 25 2155 2160 54.2 <.001 SMDd (inverse variance, random, 95% CI) –0.19 (–0.25 to –0.13)
Proportion of exceeding IOMe GWG 14 1340 1335 0 .45 ORf (Mantel-Haenszel, fixed, 95% CI) 0.79 (0.69-0.91)
Proportion of meeting IOM GWG 10 812 818 0 .85 OR (Mantel-Haenszel, fixed, 95% CI) 1.34 (1.10-1.64)
Proportion of below IOM GWG 9 786 797 19.7 .26 OR (Mantel-Haenszel, fixed, 95% CI) 1.19 (0.91-1.55)
Gestational diabetes 12 1380 1389 16.9 .27 OR (Mantel-Haenszel, fixed, 95% CI) 0.87 (0.70-1.08)
Gestational hypertension or preeclampsia 20 1704 1694 7.2 .37 OR (Mantel-Haenszel, fixed, 95% CI) 0.88 (0.70-1.11)
Miscarriage 6 14,947 127,438 0 .66 OR (Mantel-Haenszel, fixed, 95% CI) 0.66 (0.46-0.95)
Cesarean delivery 34 17,467 129,915 0 .71 OR (Mantel-Haenszel, fixed, 95% CI) 1.03 (0.99-1.06)
Vaginal delivery 14 2247 2203 0 .95 OR (Mantel-Haenszel, fixed, 95% CI) 1.05 (0.95-1.15)
Shoulder dystocia 4 469 471 20.1 .29 OR (Mantel-Haenszel, fixed, 95% CI) 0.35 (0.12-1.02)
Gestational age at delivery 23 2696 2634 94.8 <.001 SMD (inverse variance, random, 95% CI) –0.004 (–0.27 to 0.26)
Fasting blood glucose 11 788 773 57.4 .009 SMD (inverse variance, random, 95% CI) –0.16 (–0.32 to 0.01)
Preterm birth 22 16,115 128,580 0 .90 OR (Mantel-Haenszel, fixed, 95% CI) 0.80 (0.75-0.86 )
Infant birth weight 26 2681 2618 39.6 .02 SMD (inverse variance, fixed, 95% CI) 0.02 (–0.06 to 0.09)
Infant birth length 6 602 608 30.6 .21 SMD (inverse variance, fixed, 95% CI) –0.06 (–0.21 to 0.10)
Infant head circumference 5 563 563 0 .64 SMD (inverse variance, fixed, 95% CI) 0.02 (–0.10 to 0.14)
Apgar score 5 241 240 0 .51 SMD (inverse variance, fixed, 95% CI) –0.11 (–0.29 to 0.07)
SGAg (≤10%) 11 14,903 127,400 0 .90 OR (Mantel-Haenszel, fixed, 95% CI) 1.18 (1.14-1.22)
LGAh (≥90%) 13 1208 1195 0 .73 OR (Mantel-Haenszel, fixed, 95% CI) 0.91 (0.69-1.19)
Macrosomia 17 1707 1692 0 .76 OR (Mantel-Haenszel, fixed, 95% CI) 0.90 (0.72-1.14)
Birth weight <2500 g 10 2021 1965 0 .56 OR (Mantel-Haenszel, fixed, 95% CI) 1.00 (0.80-1.24)
Neonatal hypoglycemia 12 784 755 0 .94 OR (Mantel-Haenszel, fixed, 95% CI) 0.87 (0.65-1.15)
ICUi admission 16 15,464 127,924 15.6 .28 OR (Mantel-Haenszel, fixed, 95% CI) 1.00 (0.93-1.08)
Jaundice or hyperbilirubinemia 8 505 499 0 .94 OR (Mantel-Haenszel, fixed, 95% CI) 0.89 (0.61-1.30)
RDSj 8 873 828 4.6 .39 OR (Mantel-Haenszel, fixed, 95% CI) 0.71 (0.49-1.03)
Neonatal composite outcome 6 14,132 126,630 0 .76 OR (Mantel-Haenszel, fixed, 95% CI) 0.93 (0.87-0.99)

aIG: intervention group.

bCG: control group

cGWG: gestational weight gain.

dSMD: standardized mean difference.

eIOM: Institute of Medicine.

fOR: odds ratio.

gSGA: small for gestational age.

hLGA: large for gestational age.

iICU: intensive care unit.

jRDS: respiratory distress syndrome.