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¿Extranjeros bienvenidos? Categorización del cambio en el discurso de los medios alemanes con Análisis Semántico
Arianna Haviv Zehner1, Marco Fölsch1, Natalja Menold1
1Institute for Sociology, Dresden University of Technology, Dresden, Germany.
PloS one
|February 13, 2026
Resumen
El Análisis Semántico Latente (LSA) revela la evolución del discurso mediático sobre la integración de extranjeros en Alemania. Si bien las menciones a la integración social aumentaron, el análisis de sentimientos muestra un encuadre neutral en lugar de positivo, con otros temas que reflejan un sesgo negativo.
Área de la Ciencia:
- Ciencias Sociales Computacionales; Estudios de Medios; Lingüística Computacional
Sus antecedentes:
- Los métodos tradicionales de análisis de medios, como la prevalencia de términos y la detección de sesgos, tienen limitaciones.
- Los nuevos enfoques computacionales ofrecen información mejorada sobre el discurso mediático.
- La Encuesta Social General Alemana (GGSS) proporciona un valioso conjunto de datos para el análisis de medios.
Objetivo del estudio:
- Categorizar y comparar el discurso sobre la migración y la integración de extranjeros en los medios alemanes.
- Analizar la evolución de las narrativas discursivas contrapuestas a lo largo del tiempo.
- Explorar la aplicación del Análisis Semántico Latente (LSA) en el análisis de medios.
Principales métodos:
- Se utilizó el Análisis Semántico Latente (LSA) en más de 10.000 artículos de medios alemanes de 2006 a 2021.
- Se centró en términos compuestos relacionados con 'extranjero' (Ausländer), como 'Ausländerproblem' y 'Ausländerintegration'.
- Los términos se agruparon en cuatro categorías de discurso: Administración y Política, Integración Social, Xenofobia y Limitación de la Migración.
- Se realizó un análisis de sentimientos.
Principales resultados:
- El discurso relacionado con la 'Integración Social' se volvió cada vez más prevalente en los medios alemanes con el tiempo.
- El análisis de sentimientos indicó que el discurso de 'Integración Social' era predominantemente neutral.
- Otras categorías de discurso, incluidas la 'Xenofobia' y la 'Limitación de la Migración', exhibieron un sesgo negativo.
Conclusiones:
- El Análisis Semántico Latente (LSA) ofrece un método robusto para analizar el discurso mediático complejo.
- El sentimiento neutral del creciente discurso de 'Integración Social' requiere una mayor investigación.
- Los métodos computacionales pueden mejorar el análisis de medios, pero la contextualización con datos de encuestas sigue siendo crucial.
Palabras clave:
Análisis Semántico LatenteDiscurso mediáticoIntegración de extranjerosAlemaniaAnálisis de sentimientosMás Videos Relacionados
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