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Association between genetic proxies for neuroticism and labour market outcomes

Published online by Cambridge University Press:  26 August 2025

A. Hazak*
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare SleepWell Research Program, University of Helsinki, Helsinki Department of Finance, Aalto University, Helsinki area, Finland Department of Economics and Finance, Tallinn University of Technology, Tallinn, Estonia
J. Liuhanen
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare Department of Psychiatry / SleepWell Research Program, University of Helsinki Department of Psychiatry
K. Kantojärvi
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare Department of Psychiatry / SleepWell Research Program, University of Helsinki Department of Psychiatry
S. Sulkava
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare Department of Psychiatry / SleepWell Research Program, University of Helsinki Department of Psychiatry / Department of Clinical Genetics, Helsinki University Central Hospital
T. Jääskeläinen
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare
V. Salomaa
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare
S. Koskinen
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare
M. Perola
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
T. Paunio
Affiliation:
Department of Public Health and Welfare, Finnish Institute for Health and Welfare Department of Psychiatry / SleepWell Research Program, University of Helsinki Department of Psychiatry
*
*Corresponding author.

Abstract

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Introduction

Neuroticism, defined by a tendency to experience negative emotions such as anxiety and irritability, has significant public health implications, affecting both mental and physical health. It is also associated with poor career outcomes, including lower job satisfaction and higher rates of occupational failure, highlighting its importance in understanding labour market disparities. Despite advances in genetics, including insights into genetic background for neuroticism through large genome-wide association studies, the relationship between genetic predisposition to neuroticism and labour market performance remains underexplored.

Objectives

This study examines the association between polygenic score for neuroticism (Nagel et al. Nat Genet 2018; 50 920-927) and individual labour market performance over 25 years in Finland. We aim to uncover how genetic predisposition to neuroticism relates to socio-economic outcomes, contributing to a broader understanding of its public health and economic implications.

Methods

Our analysis draws on pooled data from the Finnish Finrisk (1992-2012) and FinHealth (2017) studies, comprising a representative sample of adults aged 25-64 (N=20,121). We integrated genetic, survey and socio-economic registry data. Using probit and semi-structural regression models, we assessed labour market outcomes, with neuroticism polygenic scores as the primary explanatory variable. Controls for socio-demographic factors and genetic principal components were included.

Results

Individuals with higher polygenic scores for neuroticism were found to have lower income, partly through a direct and partly through a mediated association. Higher polygenic risk for neuroticism was linked to a decreased likelihood of completing higher education. Additionally, our study provides novel insights into how elevated polygenic risk for neuroticism was linked to labour market status.

Conclusions

Our findings demonstrate that genetic predisposition for neuroticism is not only associated with educational setbacks but also translates into labour market disadvantages. While the effect sizes are modest, our results suggest that compensatory measures and support may help mitigate the career disadvantages faced by individuals with a higher genetic risk for neuroticism.

Disclosure of Interest

A. Hazak: None Declared, J. Liuhanen: None Declared, K. Kantojärvi: None Declared, S. Sulkava: None Declared, T. Jääskeläinen: None Declared, V. Salomaa: None Declared, S. Koskinen: None Declared, M. Perola: None Declared, T. Paunio Consultant of: Idorsia Pharmaceuticals and Biogen (unrelated to the present work).

Information

Type
Abstract
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright
© The Author(s), 2025. Published by Cambridge University Press on behalf of European Psychiatric Association
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