Evidence map›Paper›PMID 41302636›Full record

ArticleInternational journal of environmental research and public health2025

Exploring the Role of Genetic Diversity and Cultural Norms in COVID-19 Vulnerability: A Global Analysis.

Andrew Phiri

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 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

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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

1 author.

Andrew PhiriDepartment of Economics, Nelson Mandela University, Gqeberha 6001, South Africa.ORCID 0000-0003-1775-3546

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 disease outbreak is the deadliest viral pandemic our generation has experienced, and much uncertainty remains over the varying vulnerability of different populations to the virus. This study investigates whether long-term evolutionary processes, such as genetic diversity and culturally embedded behavioural norms, can help explain why countries experienced different levels of COVID-19 infections and mortalities. Using a sample of 133 countries, we find that populations with higher expected genetic heterozygosity and greater historical exposure to infectious diseases are associated with lower COVID-19 case and death rates. We reveal two distinct pathways through which these effects manifest. Firstly, populations that migrated further from the evolutionary origins of Homo sapiens in East Africa exhibit lower genetic heterozygosity, which, in turn, is linked to greater susceptibility to COVID-19. Secondly, regions with higher historical disease prevalence tend to develop collectivist cultural norms and behaviours that are shaped to reduce disease transmission, which appear to mitigate the spread of COVID-19. These findings suggest that differences in vulnerability are not random but rather deeply rooted in genetic and cultural evolution. The analysis remains robust after accounting for socioeconomic, geographical, and institutional controls. Our findings offer policymakers fresh perspectives by integrating genetic theory and sociocultural dynamics into contemporary public health strategies.

Indexed as

COVID-19Genetic VariationGlobal HealthHumansSARS-CoV-2collectivismCOVID-19deep rootsdisease prevalenceexpected heterozygosityindividualism

Identifiers

PMID41302636
PMCPMC12652512

What OpenQuestion holds

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LicenceCC BY
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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.