Evidence map›Paper›PMID 38861053›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2025

The hidden cost of sophistication: economic complexity and obesity.

Ronald Djeunankan, Sosson Tadadjeu, Henri Njangang, Ummad Mazhar

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Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Ronald DjeunankanDschang School of Economics and Management (DSEM), University of Dschang, Dschang, Cameroon. nouganronald@yahoo.com.
Sosson TadadjeuFaculty of Economics and Management (LAREFA), University of Dschang, Dschang, Cameroon.
Henri NjangangFaculty of Economics and Management (LAREFA), University of Dschang, Dschang, Cameroon.
Ummad MazharSuleman Dawood School of Business, DHA, Phase V, Lahore Cantt, Lahore University of Management Sciences, Lahore, Pakistan, 54792.

Funding

Programme Grants for Applied Research OVH122-SDB-Ummad
6 · The paper itself

Abstract

Obesity has become a global health crisis, affecting people of all ages, regions, and socio-economic backgrounds. While individual behaviour and genetic factors contribute to obesity, the role of economic complexity in the evolution of obesity rates has not yet been empirically studied. Using a large panel of 110 countries over the period 1976-2015, this article estimates the linear and non-linear links between obesity and economic complexity. According to baseline results, an improvement in economic complexity will lead to an increase in obesity up to a certain threshold. Beyond this turning point, any further increase in economic complexity will significantly contribute to obesity reduction. The issue of simultaneity is tackled using the two-stage instrumental variable method. Our findings support the Obesity Kuznets Curve (OKC) pattern, which suggests that economic progress and obesity have an inverted U-shaped relationship. Our results suggest that greater embeddedness of knowledge in the products produced and exported by a country increases the likelihood of obesity in society, at least up to a threshold. From these results, some important policy implications are discussed.

Indexed as

ObesityGlobal HealthHumansSocioeconomic FactorsEconomic complexityInstrumental variablesObesityObesity Kuznets CurvePanel data

Identifiers

What OpenQuestion holds

Textmetadata
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Registered trials

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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 OpenQuestion graph.