← Search

Table · dataset · 2026

<p>Path estimates of the mediation analysis.</p>

Listed in figshare

<div><p>National happiness is related not only to socioeconomic factors but also to biological and ecological factors.

Description

This ecological correlational study examined associations between national happiness, cat density, <i>Toxoplasma gondii</i> exposure, and socioeconomic indicators across 93 countries. We hypothesized that countries with higher socioeconomic indicators (e.g., GDP, health expenditure, income level) would exhibit higher happiness levels.

In contrast, we predicted that higher <i>T. gondii</i> exposure, both acute (IgM) and chronic (IgG), would be negatively associated with national happiness. Data on happiness measures, cat density, GDP per capita, income classification, health expenditure, and <i>T. gondii</i> seroprevalence in pregnant women (as a proxy for broader population exposure) were obtained from publicly available sources. In line with our hypothesis, we found that national happiness was positively associated with cat density and some socioeconomic factors and negatively associated with IgM seroprevalence.

Read the rest (1 more)

In multivariate analyses, cats per 10,000 inhabitants and IgM seroprevalence remained the strongest independent predictors. Overall, these exploratory analyses suggest that biological and ecological factors are associated with socioeconomic variables in determining national well-being. Future studies of happiness at the national level should integrate both socioeconomic and biological perspectives and include longitudinal and interdisciplinary approaches to elucidate the underlying mechanisms and processes.</p></div>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Longitudinal study 65%
Provenance · 11 source records, 21 field assertions
SourceKeyLast seenRaw
ZivaHub · removed upstreamoai:figshare.com:article/3403429914 d agoJSON v1
Deakin Research Online · removed upstreamoai:figshare.com:article/3403429914 d agoJSON v1
DMU Figshare · removed upstreamoai:figshare.com:article/3403429914 d agoJSON v1
HKU DataHub · removed upstreamoai:figshare.com:article/3403429913 d agoJSON v1
Swinburne Figshare · removed upstreamoai:figshare.com:article/3403429913 d agoJSON v1
DaYta Ya Rona · removed upstreamoai:figshare.com:article/3403429913 d agoJSON v1
SUNScholarData · removed upstreamoai:figshare.com:article/3403429913 d agoJSON v1
figshareoai:figshare.com:article/3403429913 d agoJSON v1
Loughborough Research Repository · removed upstreamoai:figshare.com:article/3403429913 d agoJSON v1
GRANTS Data · removed upstreamoai:figshare.com:article/3403429912 d agoJSON v1
UP Research Data Repository · removed upstreamoai:figshare.com:article/3403429912 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[disease].local:disease:cancermapping · figshare comvocabulary-mapper@1.0.0keywords['Cancer']
concepts[field].anzsrc:field:440710mapping · figshare comvocabulary-mapper@1.0.0keywords['Science Policy']
concepts[field].anzsrc:group:3103mapping · figshare comvocabulary-mapper@1.0.0keywords['Ecology']
concepts[field].anzsrc:group:4410mapping · figshare comvocabulary-mapper@1.0.0keywords['Sociology']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[method].local:method:longitudinal-studyenrichment · figshare comkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title