Evidence map›Paper›PMID 42579669›Full record

ArticlePloS one2026

Obese mother, obese child: A convergent mixed methods study of intergenerational obesity in low-income households in Malaysia.

Nur Nadia Mohamed, Abdul Jalil Rohana, Noor Aman A Hamid, Frank B Hu, Vasanti S Malik, Muhammad Fadhli Mohd Yusoff

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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Nur Nadia MohamedDietetics Programme, School of Health Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia.
Abdul Jalil RohanaDepartment of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia.ORCID https://orcid.org/0000-0002-0385-5966
Noor Aman A HamidDepartment of Community Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia.
Frank B HuDepartment of Nutrition, Harvard T.H. Chan, School of Public Health, Boston, Massachusetts, United States of America.
Vasanti S MalikDepartment of Nutrition, Harvard T.H. Chan, School of Public Health, Boston, Massachusetts, United States of America.
Muhammad Fadhli Mohd YusoffInstitute for Public Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maternal and child overweight and/or obesity (OW/OB) are growing public health concerns, especially in low-income households, where they contribute to intergenerational transmission and increased financial burden. Using a convergent mixed methods design, this study aimed to investigate the determinants of intergenerational obesity among low-income families in Malaysia. Quantitative data were derived from the Malaysian National Health and Morbidity Survey for the years 2006, 2011, and 2015, while qualitative insights were obtained through in-depth interviews. The quantitative study included 2,057, 994, and 952 mother-child pairs from low-income households in 2006, 2011, and 2015, respectively classified based on body mass index categories. Factors associated with overweight mother/overweight child pairs (OWM/OWC) were analyzed using multiple logistic regressions. To explore the factors contributing to OW/OB, the qualitative study involved 27 in-depth interviews with mothers, and the data were analyzed using thematic analysis and findings from both studies were integrated through a narrative approach. Maternal ages between 41-50 years (2006: AOR = 2.35, 95% CI = 1.21-4.60, p = 0.012) and above 50 years (2006: AOR = 2.29, 95% CI = 1.06-4.98, p = 0.036; 2015: AOR = 3.23, 95% CI = 1.14-9.13, p = 0.025) were associated with higher odds of OWM/OWC. Children aged between 10-14 years had higher risk (2006: AOR = 2.38, 95% CI = 1.63-3.47, p < 0.001; 2011: AOR = 1.76, 95% CI = 1.05-2.96, p = 0.032). Chinese (2006: AOR = 0.46, 95% CI = 0.23-0.92, p = 0.027; 2015: AOR = 0.40, 95% CI = 0.19-0.83, p = 0.014), other ethnicities (2006: AOR = 0.49, 95% CI = 0.32-0.73, p = 0.001; 2011: AOR = 0.46, 95% CI = 0.25-0.83, p = 0.010; 2015: AOR = 0.53, 95% CI = 0.31-0.91, p = 0.020), and large household size (2015: AOR = 0.19, 95% CI = 0.04-0.94, p = 0.041) were protective against OWM/OWC. Four major themes emerged from the in-depth interviews: (1) personal factors (demographics, cognitions, and skills), (2) social environment (parent-child relationships), (3) physical environment (home and built environments), and (4) macro-level environment (food price and media influence). The findings suggest that intergenerational OW/OB in low-income households is influenced by interconnected personal factors, as well as social, physical, and macro-level environments. This study not only provides a comprehensive understanding of how such factors interact within real-life contexts but also highlights the importance of multi-level interventions that address individual behaviors and broader environmental and socio-economic constraints.

Indexed as

MothersObesityPovertyAdolescentAdultBody Mass IndexChildFamily CharacteristicsFemaleHumansMalaysiaMaleMiddle AgedRisk Factors

Identifiers

PMID42579669
PMCPMC13460589

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.