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Señales espaciales de alerta temprana para evaluar la resiliencia económica
Sol Maria Halleck Vega1, Roberto Patuelli2,3, George van Voorn4
1Urban Economics, Wageningen University & Research, Wageningen, the Netherlands.
iScience
|December 25, 2025
Resumen
Este estudio introduce señales espaciales de alerta temprana para detectar crisis económicas antes de que ocurran. El análisis de Francia
Área de la Ciencia:
- Economía
- Ecología
- Ciencia Regional
Sus antecedentes:
- La resiliencia económica es crucial para la estabilidad social y política.
- La investigación existente se centra en la resistencia y la recuperación, sin tener en cuenta la pérdida de resiliencia precrisis.
- Las dinámicas espaciotemporales en los sistemas económicos siguen siendo poco exploradas.
Objetivo del estudio:
- Explorar señales precrisis de pérdida de resiliencia económica utilizando indicadores espaciales.
- Adaptar indicadores espaciotemporales ecológicos para analizar datos de desempleo desglosados espacialmente.
- Evaluar la resiliencia económica de Francia e identificar posibles señales de alerta temprana para las crisis.
Principales métodos:
- Adaptación de indicadores espaciotemporales de la literatura sobre resiliencia ecológica.
- Aplicación a datos de desempleo desglosados espacialmente para Francia.
- Utilización del análisis de componentes principales desglosado espacialmente y la estadística de autocorrelación espacial Moran's I.
Principales resultados:
- El análisis de componentes principales desglosado espacialmente captura señales críticas de desaceleración.
- Identifica regiones específicas que dominan la dinámica del desempleo, información que los métodos no espaciales pasan por alto.
- La señal espacial de alerta temprana, Moran's I, aumenta precediendo a las crisis económicas.
Conclusiones:
- Las dimensiones espaciales de los datos de desempleo proporcionan información crucial sobre la resiliencia económica.
- Las señales espaciales de alerta temprana pueden detectar crisis económicas inminentes.
- Las dinámicas regionales de desempleo exhiben diversidad de respuesta, similar a los sistemas ecológicos.
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