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El impacto de las tecnologías de inteligencia digital en el desempeño de la innovación: Evidencia de empresas
Tian Zhao1, Fa Zhang1, Guoliang Zhuo1
1School of Economics and Management, Shandong University of Science and Technology, Qingdao, Shandong, China.
PloS one
|February 10, 2026
Resumen
La inteligencia digital aumenta significativamente el rendimiento de la innovación para las empresas especializadas, refinadas, diferenciales e innovadoras (SRDI) en China. Alivia las restricciones de financiamiento, beneficiando particularmente a las empresas no estatales, manufactureras y del este de China.
Área de la Ciencia:
- Economía La economía es la economía.
- Gestión de Tecnología Gestión de Tecnología.
- Innovación Estudios Estudios de innovación
Sus antecedentes:
- Las tecnologías digitales e inteligentes ofrecen nuevas vías para el crecimiento de empresas especializadas, refinadas, diferenciales e innovadoras (SRDI).
- Las empresas SRDI son cruciales para el avance económico de China.
Objetivo del estudio:
- Para evaluar el rendimiento de innovación de las empresas chinas de I+D+i.
- Evaluar el impacto de la inteligencia digital en la innovación empresarial de SRDI.
- Explorar cómo la inteligencia digital influye en las restricciones de financiamiento y los resultados de la innovación.
Principales métodos:
- Utilizó un modelo de análisis de entorno de datos (DEA, por sus siglas en inglés) en tres etapas.
- Incorporó un marco de amplitud de conocimiento para la evaluación del desempeño.
- Se realizó un análisis empírico de las empresas SRDI cotizadas en acciones A de Shanghai/Shenzhen (2014-2022).
Principales resultados:
- La inteligencia digital (datación, digitalización, tecnologías inteligentes) mejora significativamente el rendimiento de la innovación de SRDI, y las tecnologías inteligentes muestran el efecto más fuerte.
- La inteligencia digital alivia efectivamente las restricciones de financiamiento, permitiendo una mayor asignación de recursos hacia la innovación.
- Los efectos positivos de la inteligencia digital son más significativos para las empresas no estatales, las empresas manufactureras y las del este de China.
Conclusiones:
- La inteligencia digital es un motor clave de la innovación para las empresas SRDI.
- Las políticas deben aprovechar la inteligencia digital para aliviar las restricciones de financiamiento y fomentar la innovación.
- Las estrategias personalizadas que consideran la heterogeneidad de las empresas son esenciales para maximizar los beneficios de la transformación digital en las empresas SRDI.
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