Publication:
Small area variations in non-affective first-episode psychosis: the role of socioeconomic and environmental factors

Consultable a partir de

2024-07-31

Date

2023

Authors

Gutiérrez, Gerardo
Aranguren Conde, Lidia
Corrales, Asier
Gil Berrozpe, Gustavo José
Librero, Julián
Peralta Martín, Víctor
García de Jalón, Elena

Director

Publisher

Springer
Acceso embargado / Sarbidea bahitua dago
Artículo / Artikulua
Versión aceptada / Onetsi den bertsioa

Project identifier

ISCIII/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 (ISCIII)/PI19%2F01698/ES/
AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-113125RB-I00/ES/

Abstract

Background: There is strong evidence supporting the association between environmental factors and increased risk of non-affective psychotic disorders. However, the use of sound statistical methods to account for spatial variations associated with environmental risk factors, such as urbanicity, migration, or deprivation, is scarce in the literature. Methods: We studied the geographical distribution of non-affective first-episode psychosis (NA-FEP) in a northern region of Spain (Navarra) during a 54-month period considering area-level socioeconomic indicators as putative explanatory variables. We used several Bayesian hierarchical Poisson models to smooth the standardized incidence ratios (SIR). We included neighborhood-level variables in the spatial models as covariates. Results: We identified 430 NA-FEP cases over a 54-month period for a population at risk of 365,213 inhabitants per year. NA-FEP incidence risks showed spatial patterning and a significant ecological association with the migrant population, unemployment, and consumption of anxiolytics and antidepressants. The high-risk areas corresponded mostly to peripheral urban regions; very few basic health sectors of rural areas emerged as high-risk areas in the spatial models with covariates. Discussion: Increased rates of unemployment, the migrant population, and consumption of anxiolytics and antidepressants showed significant associations linked to the spatial-geographic incidence of NA-FEP. These results may allow targeting geographical areas to provide preventive interventions that potentially address modifiable environmental risk factors for NA-FEP. Further investigation is needed to understand the mechanisms underlying the associations between environmental risk factors and the incidence of NA-FEP.

Keywords

Environmental risk factors, Epidemiology, First-episode psychosis, Incidence

Department

Estadística, Informática y Matemáticas / Estatistika, Informatika eta Matematika / Institute for Advanced Materials and Mathematics - INAMAT2

Faculty/School

Degree

Doctorate program

Editor version

Funding entities

This study was funded by a grant from the Carlos III Health Institute of the Ministry of Science and Innovation of the Government of Spain (PI19/01698). It was also funded by project PID2020-113125RB-I00/MCIN/AEI/10.13039/501100011033.

© The Author(s), under exclusive licence to Springer-Verlag GmbH Germany 2023

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