Harnessing generalized structural equation modelling to understand the pathway linking maternal and child factors to fruit and vegetable intake trajectories from toddlerhood to adolescence
Harnessing generalized structural equation modelling to understand the pathway linking maternal and child factors to fruit and vegetable intake trajectories from toddlerhood to adolescence
Purpose: to identify longitudinal trajectories of fruit and vegetable intakes from toddlerhood to adolescence and examine integrative pathways with maternal and child factors in a multi-ethnic Asian cohort.
Method: data of 817 mother-child dyads from the GUSTO Study was used. Group-based trajectory modelling examined intake trajectories of fruits and vegetables from ages 18months to 12years. Generalized structural equation modelling evaluated the integrative direct and mediational pathways linking maternal and child factors to fruit and vegetable intake trajectories.
Results: two fruit intake trajectories: “high stable”(83.2%), “low stable to decreasing”(16.8%) and three vegetable intake trajectories: “consistently high”(78.8%), “low to stable”(9.2%), “high decreasing”(12.0%) were identified. Malay ethnicity (vs. Indian) and boys (vs. girls) were directly and significantly associated with higher odds of adhering to the suboptimal “low stable to decreasing” fruit intake (ORs 1.87 and 2.32) or “low to stable/high decreasing” vegetable intake (ORs 3.49 and 1.80) trajectories, respectively. Every unit increase in maternal pregnancy diet quality score was significantly associated with 3-4% lower odds of following the suboptimal fruit or vegetable intake trajectory. Significant direct inverse associations were also observed between breastfeeding duration ≥6months (vs. <6months) or maternal university education and lower odds of following the suboptimal fruit or vegetable intake trajectory. Pregnancy diet quality partially mediated the association between maternal ethnicity and suboptimal fruit or vegetable intake trajectory.
Conclusion: interventions to promote child fruit and vegetable intakes should begin preconception or during pregnancy, prioritise Malay mothers, those with lower education, families with boys, and improve maternal diet quality while promoting breastfeeding.
Fruit and vegetable intakes, dietary trajectories, longitudinal modelling, maternal and child factors, maternal ethnicity
Zheng, Miaobing
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Toh, Jia Ying
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Tint, Mya Thway
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Appannah, Geeta
7d676334-6af0-4c59-b9fa-2a5cdf04ddec
Pang, Wei Wei
ea5e4a08-2641-485d-854d-62734f51ffe4
Godfrey, Keith M.
0931701e-fe2c-44b5-8f0d-ec5c7477a6fd
Chong, Yap-Seng
7043124b-e892-4d4b-8bb7-6d35ed94e136
Lee, Yung Seng
0e28a8d6-3085-4086-9fa1-ac0684783bcf
Yap, Fabian
84f36f12-193e-44c8-80f9-b342241eb72f
Eriksson, Johan G.
eb96b1c5-af07-4a52-8a73-7541451d32cd
Chong, Mary F.F.
c4a341a8-ad6b-450e-83be-a902e58464cc
24 January 2026
Zheng, Miaobing
60330c0f-f622-43ec-b6a9-e311cba36733
Toh, Jia Ying
bae40ae7-536e-451c-a758-b2b8674681ac
Tint, Mya Thway
3aaf54db-4dbd-4d6b-90ae-440a18e381ef
Appannah, Geeta
7d676334-6af0-4c59-b9fa-2a5cdf04ddec
Pang, Wei Wei
ea5e4a08-2641-485d-854d-62734f51ffe4
Godfrey, Keith M.
0931701e-fe2c-44b5-8f0d-ec5c7477a6fd
Chong, Yap-Seng
7043124b-e892-4d4b-8bb7-6d35ed94e136
Lee, Yung Seng
0e28a8d6-3085-4086-9fa1-ac0684783bcf
Yap, Fabian
84f36f12-193e-44c8-80f9-b342241eb72f
Eriksson, Johan G.
eb96b1c5-af07-4a52-8a73-7541451d32cd
Chong, Mary F.F.
c4a341a8-ad6b-450e-83be-a902e58464cc
Zheng, Miaobing, Toh, Jia Ying, Tint, Mya Thway, Appannah, Geeta, Pang, Wei Wei, Godfrey, Keith M., Chong, Yap-Seng, Lee, Yung Seng, Yap, Fabian, Eriksson, Johan G. and Chong, Mary F.F.
(2026)
Harnessing generalized structural equation modelling to understand the pathway linking maternal and child factors to fruit and vegetable intake trajectories from toddlerhood to adolescence.
Springer Nature, 65, [35].
(doi:10.1007/s00394-025-03883-8).
Abstract
Purpose: to identify longitudinal trajectories of fruit and vegetable intakes from toddlerhood to adolescence and examine integrative pathways with maternal and child factors in a multi-ethnic Asian cohort.
Method: data of 817 mother-child dyads from the GUSTO Study was used. Group-based trajectory modelling examined intake trajectories of fruits and vegetables from ages 18months to 12years. Generalized structural equation modelling evaluated the integrative direct and mediational pathways linking maternal and child factors to fruit and vegetable intake trajectories.
Results: two fruit intake trajectories: “high stable”(83.2%), “low stable to decreasing”(16.8%) and three vegetable intake trajectories: “consistently high”(78.8%), “low to stable”(9.2%), “high decreasing”(12.0%) were identified. Malay ethnicity (vs. Indian) and boys (vs. girls) were directly and significantly associated with higher odds of adhering to the suboptimal “low stable to decreasing” fruit intake (ORs 1.87 and 2.32) or “low to stable/high decreasing” vegetable intake (ORs 3.49 and 1.80) trajectories, respectively. Every unit increase in maternal pregnancy diet quality score was significantly associated with 3-4% lower odds of following the suboptimal fruit or vegetable intake trajectory. Significant direct inverse associations were also observed between breastfeeding duration ≥6months (vs. <6months) or maternal university education and lower odds of following the suboptimal fruit or vegetable intake trajectory. Pregnancy diet quality partially mediated the association between maternal ethnicity and suboptimal fruit or vegetable intake trajectory.
Conclusion: interventions to promote child fruit and vegetable intakes should begin preconception or during pregnancy, prioritise Malay mothers, those with lower education, families with boys, and improve maternal diet quality while promoting breastfeeding.
Text
GUSTO FV trajectories_EJN_revised_clean
- Accepted Manuscript
Text
GUSTO FV trajectories_EJN_figures
- Accepted Manuscript
Text
Supplementary_GUSTO FV trajectories manuscript_revised
- Accepted Manuscript
Text
s00394-025-03883-8
- Version of Record
More information
Accepted/In Press date: 20 December 2025
e-pub ahead of print date: 24 January 2026
Published date: 24 January 2026
Keywords:
Fruit and vegetable intakes, dietary trajectories, longitudinal modelling, maternal and child factors, maternal ethnicity
Identifiers
Local EPrints ID: 509863
URI: http://eprints.soton.ac.uk/id/eprint/509863
ISSN: 2523-3963
PURE UUID: c8a0a8dc-da5a-4a2a-9c3f-bfb2eced5827
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Date deposited: 09 Mar 2026 17:40
Last modified: 10 Mar 2026 02:34
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Contributors
Author:
Miaobing Zheng
Author:
Jia Ying Toh
Author:
Mya Thway Tint
Author:
Geeta Appannah
Author:
Wei Wei Pang
Author:
Yap-Seng Chong
Author:
Yung Seng Lee
Author:
Fabian Yap
Author:
Johan G. Eriksson
Author:
Mary F.F. Chong
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