Evidence mapPaperPMID 39902161Full record

ArticleFrontiers in global women's health2024

Like mother like daughter, the role of low human capital in intergenerational cycles of disadvantage: the Pune Maternal Nutrition Study.

Akanksha A Marphatia, Jonathan C K Wells, Alice M Reid, Aboli Bhalerao, Chittaranjan S Yajnik

Abstract read
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Article in Frontiers in global women's health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Who cites it

1 citing paper in PubMed.

  1. The Maternal Capital Hypothesis: Giving Mothers Central Place in Evolutionary Perspectives on Developmental Plasticity and Health.American journal of human biology : the official journal of the Human Biology Council · 2025
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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Akanksha A MarphatiaPopulation, Policy and Practice Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom.
Jonathan C K WellsPopulation, Policy and Practice Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom.
Alice M ReidDepartment of Geography, University of Cambridge, Cambridge, United Kingdom.
Aboli BhaleraoDiabetes Unit, King Edwards Memorial Hospital Research Centre, Pune, India.
Chittaranjan S YajnikDiabetes Unit, King Edwards Memorial Hospital Research Centre, Pune, India.

Funding

Wellcome Trust
6 · The paper itself

Abstract

Introduction: Maternal nutrition promotes maternal and child health. However, most interventions to address undernutrition are only implemented once pregnancy is known, and cannot address broader risk factors preceding conception. Poverty and socio-economic status are considered systemic risk factors, but both economic growth and cash transfers have had limited success improving undernutrition. Another generic risk factor is low human capital, referring to inadequate skills, knowledge and autonomy, and represented by traits such as low educational attainment and women's early marriage. Few studies have evaluated whether maternal human and socio-economic capital at conception are independently associated with maternal and offspring outcomes. Methods: Using data on 651 mother-child dyads from the prospective Pune Maternal Nutrition Study in rural India, composite markers were generated of "maternal human capital" using maternal marriage age and maternal and husband's education, and 'socio-economic capital' using household wealth and caste. Linear and logistic regression models investigated associations of maternal low/mid human capital, relative to high capital, with her own nutrition and offspring size at birth, postnatal growth, education, age at marriage and reproduction, and cardiometabolic risk at 18 years. Models controlled for socio-economic capital, maternal age and parity. Results: Independent of socio-economic capital, and relative to high maternal human capital, low human capital was associated with shorter maternal stature, lower adiposity and folate deficiency but higher vitamin B Discussion: Separating maternal human and socio-economic capital is important for identifying the aspects which are most relevant for future interventions. Low maternal human capital, independent of socio-economic capital, was a systemic risk factor contributing to an intergenerational cycle of disadvantage, perpetuated through undernutrition, low education and daughters' early marriage and reproduction. Future interventions should target maternal and child human capital. Increasing education and delaying girls' marriage may lead to sustained intergenerational improvements across Sustainable Development Goals 1 to 5, relating to poverty, hunger, health, education and gender equality.

Indexed as

cardiometabolic riskearly marriagehuman capitalinfant and child growthintergenerational effectslow educationmaternal and child undernutritionwealth

Identifiers

PMID39902161
PMCPMC11788374

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.