Table 2

Estimated association between maternal and paternal prepregnancy obesity and overweight and offspring IQ assessed at a mean age of 8.6 years, Avon Longitudinal Study of Parents and Children

Beta coefficient (95% CI)
Full-scale IQVerbal IQPerformance IQ
CrudeAdjusted, complete case analysisAdjusted, all casesCrudeAdjusted, complete case analysisAdjusted, all casesCrudeAdjusted, complete case analysisAdjusted, all cases
Main Analysisn=4324n=2976n=4324n=4324n=2976n=4324n=4324n=2976n=4324
Prepregnancy obesity
 Maternal−5.5
(−7.8 to −3.1)
−3.0
(−5.7 to −0.31)
−2.4
(−4.6 to −0.21)
−4.3
(−6.6 to −2.0)
−2.5
(−5.2 to 0.28)
−1.2
(−3.3 to 0.98)
−5.5
(−7.8 to −3.2)
−3.0
(−5.8 to −0.22)
−3.4
(−5.7 to −1.2)
 Paternal−3.2
(−5.2 to −1.3)
−0.79
(−3.1 to 1.5)
−1.7
(−3.6 to 0.18)
−3.5
(−5.4 to −1.5)
−1.7
(−4.1 to 0.72)
−2.0
(−3.8 to −0.08)
−2.0
(−4.0 to −0.06)
0.56
(−1.8 to 2.9)
−0.97
(−2.9 to 0.96)
Prepregnancy overweight
 Maternal−3.3
(−4.6 to −2.0)
−1.9
(−3.5 to −0.43)
−1.8
(−3.0 to −0.49)
−3.4
(−4.8 to −2.1)
−1.7
(−3.2 to −0.20)
−1.9
(−3.1 to −0.59)
−2.3
(−3.7 to −0.89)
−1.7
(−3.4 to −0.02)
−1.2
(−2.6 to 0.17)
 Paternal−0.88
(−1.9 to 0.14)
−0.66
(−1.8 to 0.51)
−0.62
(−1.6 to 0.35)
−0.81
(−1.9 to 0.23)
−0.70
(−1.9 to 0.48)
−0.57
(−1.5 to 0.40)
−0.78
(−1.8 to 0.28)
−0.47
(−1.7 to 0.78)
−0.57
(−1.6 to 0.47)
Normal weight0.00.00.00.00.00.00.00.00.0
Sensitivity Analyses
Cohort restricted to mothers with highest education level
(A level or degree)
n=1963n=1495n=1963n=1963n=1495n=1963n=1963n=1495n=1963
Prepregnancy obesity
 Maternal−1.4
(−5.4 to 2.7)
−3.3
(−8.4 to 1.8)
−0.85
(−5.0 to 3.3)
0.77
(−3.2 to 4.8)
−0.32
(−5.5 to 4.8)
1.3
(−2.7 to 5.4)
−3.7
(−7.7 to 0.26)
−6.1
(−11.2 to −1.0)
−3.3
(−7.4 to 0.70)
 Paternal−3.1
(−6.0 to −0.16)
−0.70
(−4.0 to 2.6)
−2.4
(−5.3 to 0.42)
−3.5
(−6.5 to −0.55)
−2.1
(−5.7 to 1.5)
−3.0
(−5.9 to 0.01)
−1.9
(−5.0 to 1.3)
1.3
(−2.3 to 4.8)
−1.3
(−4.4 to 1.7)
Prepregnancy overweight
 Maternal−1.8
(−3.9 to 0.34)
−1.5
(−3.8 to 0.87)
−1.3
(−3.3 to 0.82)
−1.6
(−3.7 to 0.49)
−1.1
(−3.4 to 1.2)
−1.1
(−3.1 to 1.0)
−1.6
(−3.9 to 0.63)
−1.6
(−4.1 to 1.0)
−1.3
(−3.5 to 0.96)
 Paternal−1.2
(−2.7 to 0.33)
−0.52
(−2.2 to 1.2)
−1.0
(−2.5 to 0.45)
−1.1
(−2.7 to 0.39)
−0.54
(−2.3 to 1.2)
−1.0
(−2.5 to 0.47)
−0.87
(−2.5 to 0.71)
−0.36
(−2.2 to 1.5)
−0.74
(−2.3 to 0.83)
Normal weight0.00.00.00.00.00.00.00.00.0
Cohort restricted to mothers with weight recorded at first antenatal visitn=2891n=2020n=2891n=2891n=2020n=2891n=2891n=2020n=2891
Prepregnancy obesity
 Maternal*−5.4
(−7.8 to −3.0)
−2.6
(−5.3 to 0.17)
−2.7
(−4.9 to −0.46)
−4.6
(−7.0 to −2.2)
−1.8
(−4.6 to 1.1)
−1.8
(−4.0 to 0.43)
−5.1
(−7.5 to −2.6)
−2.8
(−5.8 to 0.21)
−3.1
(−5.5 to −0.76)
 Paternal−2.9
(−5.3 to −0.47)
−0.41
(−3.3 to 2.5)
−1.4
(−3.8 to 0.99)
−3.2
(−5.6 to −0.76)
−1.2
(−4.3 to 1.9)
−1.7
(−4.1 to 0.70)
−1.8
(−4.2 to 0.69)
0.76
(−2.2 to 3.7)
−0.66
(−3.1 to 1.7)
Prepregnancy overweight
 Maternal*−2.7
(−4.1 to −1.2)
−1.5
(−3.1 to 0.18)
−1.0
(−2.4 to 0.38)
−2.4
(−3.9 to −0.95)
−1.4
(−3.1 to 0.23)
−0.79
(−2.2 to 0.61)
−2.2
(−3.7 to −0.65)
−1.1
(−2.9 to 0.76)
−0.93
(−2.4 to 0.57)
 Paternal−0.73
(−2.0 to 0.53)
−0.26
(−1.7 to 1.2)
−0.47
(−1.7 to 0.72)
−0.60
(−1.9 to 0.67)
−0.24
(−1.7 to 1.2)
−0.41
(−1.6 to 0.78)
−0.70
(−2.0 to 0.60)
−0.22
(−1.8 to 1.3)
−0.44
(−1.7 to 0.83)
Normal weight0.00.00.00.00.00.00.00.00.0
Cohort restricted to fathers who indicated certainty about self-reported weightn=3765n=2609n=3765n=3765n=2609n=3765n=3765n=2609n=3765
Prepregnancy obesity
 Maternal−6.7
(−9.2 to −4.3)
−4.2
(−7.1 to −1.3)
−3.6
(−5.9 to −1.2)
−4.9
(−7.4 to −2.5)
−2.8
(−5.8 to 0.16)
−1.6
(−3.9 to 0.67)
−7.2
(−9.7 to −4.8)
−4.9
(−7.9 to −1.8)
−5.1
(−7.6 to −2.7)
 Paternal−3.5
(−5.6 to −1.4)
−0.62
(−3.1 to 1.9)
−1.9
(−3.9 to 0.14)
−3.5
(−5.6 to −1.4)
−1.4
(−4.0 to 1.2)
−1.9
(−3.9 to 0.17)
−2.6
(−4.7 to −0.50)
0.56
(−2.0 to 3.1)
−1.5
(−3.6 to 0.56)
Prepregnancy overweight
 Maternal−3.2
(−4.7 to −1.8)
−1.8
(−3.3 to −0.22)
−1.8
(−3.2 to −0.51)
−3.4
(−4.9 to −2.0)
−1.7
(−3.3 to −0.15)
−2.0
(−3.3 to −0.63)
−2.3
(−3.7 to −0.82)
−1.4
(−3.1 to 0.29)
−1.3
(−2.7 to 0.11)
 Paternal−0.71
(−1.8 to 0.38)
−0.68
(−1.9 to 0.56)
−0.44
(−1.5 to 0.59)
−0.61
(−1.7 to 0.50)
−0.61
(−1.9 to 0.64)
−0.36
(−1.4 to 0.68)
−0.65
(−1.8 to 0.48)
−0.58
(−1.9 to 0.76)
−0.44
(−1.6 to 0.67)
Normal weight0.00.00.00.00.00.00.00.00.0
  • All models were mutually adjusted for parental body mass index categories. Adjusted complete case and all-case models also included the following covariates: child’s sex, maternal age at delivery, parity, marital status during pregnancy, pre-existing hypertension, any smoking during pregnancy, index of alcohol consumption during pregnancy and index of socioeconomic status. More details on these variables can be found in online supplementary table S1.

  • *Body mass index calculated using weight recorded at first antenatal visit.