Association Of Physical Activity During Pregnancy With Intelligence In Childhood: The Gestafitos Project

PURPOSE: To assess the influence of maternal sedentary time and physical activity during pregnancy on children’s intelligence at 4 years of age. METHODS: Data from 73 pregnant individuals and their children were collected between 2015 and 2021. To objectively measure their sedentary time and physical activity levels (light, moderate, moderate-to-vigorous and total physical activity), participants wore Actigraph GT3X+ Triaxial accelerometers for 9 consecutive days during their 16th gestational week. Children’s verbal, non-verbal and composite intelligence were assessed, at 4 years of age, with the Kaufman Brief Intelligence test. RESULTS: Moderate maternal physical activity in the 16th gestational week was associated with better non-verbal intelligence (model 1, β = 0.297, R2 = 0.464, p = 0.020; model 2, β = 0.335, R2 = 0.582, p = 0.014) and composite intelligence (model 1, β = 0.305, R2 = 0.274, p = 0.039; model 2, β = 0.344, R2 = 0.328, p = 0.044) in their children at 4 years of age. Moderate-to-vigorous physical activity was associated with better non-verbal intelligence (model 1, β = 0.286, R2 = 0.456, p = 0.030; model 2, β = 0.319, R2 = 0.570, p = 0.024) and composite intelligence (model 1, β = 0.306, R2 = 0.270, p = 0.045; model 2, β = 0.336, R2 = 0.320, p = 0.056). The remaining associations were not significant (all p > 0.05). CONCLUSION: Moderate and moderate-to-vigorous physical activity during pregnancy were associated with greater intelligence in children at 4 years of age. Table 1. - Influence of maternal sedentary time and physical activity at 16th gestational week on Kaufman Brief Intelligence test score Model Independent sample Dependent sample B SEE β R 2 P 1 Sedentary time (min/week) Verbal intelligence 0.000 4.577 -0.042 0.398 0.729 2 0.000 5.118 -0.061 0.379 0.677 1 Non-verbal intelligence 0.000 3.999 -0.033 0.401 0.788 2 0.000 3.706 -0.018 0.500 0.893 1 Composite intelligence -0.001 23.880 -0.036 0.207 0.800 2 -0.001 24.688 -0.040 0.243 0.803 1 Light physical activity (min/week) Verbal intelligence 0.000 4.575 0.049 0.398 0.687 2 0.001 5.107 0.082 0.382 0.574 1 Non-verbal intelligence 0.000 3.999 -0.034 0.401 0.781 2 -0.001 3.689 -0.073 0.505 0.575 1 Composite intelligence 0.000 23.896 -0.004 0.206 0.979 2 0.000 24.709 -0.012 0.242 0.943 1 Moderate physical activity (min/week) Verbal intelligence 0.007 4.504 0.168 0.417 0.197 2 0.008 5.007 0.202 0.406 0.199 1 Non-verbal intelligence 0.010 3.782 0.297 0.464 0.020 2 0.011 3.389 0.335 0.582 0.014 1 Composite intelligence 0.056 22.850 0.305 0.274 0.039 2 0.058 23.257 0.344 0.328 0.044 1 Moderate-to-vigorous physical activity (min/week) Verbal intelligence 0.007 4.505 0.172 0.417 0.201 2 0.008 5.017 0.199 0.403 0.219 1 Non-verbal intelligence 0.010 3.809 0.286 0.456 0.030 2 0.010 3.436 0.319 0.570 0.024 1 Composite intelligence 0.555 22.908 0.306 0.270 0.045 2 0.056 23.404 0.336 0.320 0.056 1 Total physical activity (min/week) Verbal intelligence 0.001 4.563 0.076 0.402 0.522 2 0.001 5.083 0.113 0.387 0.426 1 Non-verbal intelligence 0.000 4.001 0.017 0.400 0.885 2 -8.446-5 3.706 -0.012 0.500 0.928 1 Composite intelligence 0.002 23.864 0.049 0.208 0.719 2 0.002 24.674 0.050 0.244 0.752 *Model 1 is adjusted for age and sex of the child, maternal age, educational status and adherence to Mediterranean diet in the 16th gestational week; model 2 is adjusted for age and sex of the child, maternal age, educational status, adherence to Mediterranean diet in the 16th gestational week and physical activity and adherence to Mediterranean diet of the child. Andalusian FEDER operational program; 7th Framework Program of the European Community, Marie Skłodowska-Curie Actions; Ministry of Economy, Innovation, Science and Employment of the Board from Andalusia; National Plan for Scientific and Technical Research and Innovation 2017-2020 (FPU20 02938)

Authors

Institutions

Publication Details

Journal
Medicine & Science in Sports & Exercise
Published
2024-09-16
DOI
https://doi.org/10.1249/01.mss.0001058780.28843.b6
Primary Topic
Birth, Development, and Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association Of Physical Activity During Pregnancy With Intelligence In Childhood: The Gestafitos Project

Virginia A. Aparicio, Sandra Sánchez‐Parente, José Castro‐Piñero, Michelle F. Mottola et al.
Medicine & Science in Sports & Exercise
Birth, Development, and Health
article

Association Of Physical Activity During Pregnancy With Intelligence In Childhood: The Gestafitos Project

Virginia A. Aparicio, Sandra Sánchez‐Parente, José Castro‐Piñero, Michelle F. Mottola, Marta Flor‐Alemany, Laura Baena‐García, Sofía López-Vallejo, Cristina Molina‐Hidalgo
article en

Abstract

PURPOSE: To assess the influence of maternal sedentary time and physical activity during pregnancy on children’s intelligence at 4 years of age. METHODS: Data from 73 pregnant individuals and their children were collected between 2015 and 2021. To objectively measure their sedentary time and physical activity levels (light, moderate, moderate-to-vigorous and total physical activity), participants wore Actigraph GT3X+ Triaxial accelerometers for 9 consecutive days during their 16th gestational week. Children’s verbal, non-verbal and composite intelligence were assessed, at 4 years of age, with the Kaufman Brief Intelligence test. RESULTS: Moderate maternal physical activity in the 16th gestational week was associated with better non-verbal intelligence (model 1, β = 0.297, R2 = 0.464, p = 0.020; model 2, β = 0.335, R2 = 0.582, p = 0.014) and composite intelligence (model 1, β = 0.305, R2 = 0.274, p = 0.039; model 2, β = 0.344, R2 = 0.328, p = 0.044) in their children at 4 years of age. Moderate-to-vigorous physical activity was associated with better non-verbal intelligence (model 1, β = 0.286, R2 = 0.456, p = 0.030; model 2, β = 0.319, R2 = 0.570, p = 0.024) and composite intelligence (model 1, β = 0.306, R2 = 0.270, p = 0.045; model 2, β = 0.336, R2 = 0.320, p = 0.056). The remaining associations were not significant (all p > 0.05). CONCLUSION: Moderate and moderate-to-vigorous physical activity during pregnancy were associated with greater intelligence in children at 4 years of age. Table 1. - Influence of maternal sedentary time and physical activity at 16th gestational week on Kaufman Brief Intelligence test score Model Independent sample Dependent sample B SEE β R 2 P 1 Sedentary time (min/week) Verbal intelligence 0.000 4.577 -0.042 0.398 0.729 2 0.000 5.118 -0.061 0.379 0.677 1 Non-verbal intelligence 0.000 3.999 -0.033 0.401 0.788 2 0.000 3.706 -0.018 0.500 0.893 1 Composite intelligence -0.001 23.880 -0.036 0.207 0.800 2 -0.001 24.688 -0.040 0.243 0.803 1 Light physical activity (min/week) Verbal intelligence 0.000 4.575 0.049 0.398 0.687 2 0.001 5.107 0.082 0.382 0.574 1 Non-verbal intelligence 0.000 3.999 -0.034 0.401 0.781 2 -0.001 3.689 -0.073 0.505 0.575 1 Composite intelligence 0.000 23.896 -0.004 0.206 0.979 2 0.000 24.709 -0.012 0.242 0.943 1 Moderate physical activity (min/week) Verbal intelligence 0.007 4.504 0.168 0.417 0.197 2 0.008 5.007 0.202 0.406 0.199 1 Non-verbal intelligence 0.010 3.782 0.297 0.464 0.020 2 0.011 3.389 0.335 0.582 0.014 1 Composite intelligence 0.056 22.850 0.305 0.274 0.039 2 0.058 23.257 0.344 0.328 0.044 1 Moderate-to-vigorous physical activity (min/week) Verbal intelligence 0.007 4.505 0.172 0.417 0.201 2 0.008 5.017 0.199 0.403 0.219 1 Non-verbal intelligence 0.010 3.809 0.286 0.456 0.030 2 0.010 3.436 0.319 0.570 0.024 1 Composite intelligence 0.555 22.908 0.306 0.270 0.045 2 0.056 23.404 0.336 0.320 0.056 1 Total physical activity (min/week) Verbal intelligence 0.001 4.563 0.076 0.402 0.522 2 0.001 5.083 0.113 0.387 0.426 1 Non-verbal intelligence 0.000 4.001 0.017 0.400 0.885 2 -8.446-5 3.706 -0.012 0.500 0.928 1 Composite intelligence 0.002 23.864 0.049 0.208 0.719 2 0.002 24.674 0.050 0.244 0.752 *Model 1 is adjusted for age and sex of the child, maternal age, educational status and adherence to Mediterranean diet in the 16th gestational week; model 2 is adjusted for age and sex of the child, maternal age, educational status, adherence to Mediterranean diet in the 16th gestational week and physical activity and adherence to Mediterranean diet of the child. Andalusian FEDER operational program; 7th Framework Program of the European Community, Marie Skłodowska-Curie Actions; Ministry of Economy, Innovation, Science and Employment of the Board from Andalusia; National Plan for Scientific and Technical Research and Innovation 2017-2020 (FPU20 02938)

Medicine & Science in Sports & ExerciseVol. 56(10S)
Western University (CA)
Openalex Percentile: Top 75%
Birth, Development, and Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.