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<p>With the increasing dynamics of the environment, the organisational innovation of high-end equipment manufacturing (HEM) enterprises has attracted more attention. This paper introduces a radial basis function (RBF) neural network to establish a model of the effect of organisational innovation on organisational performance (OP). Organisational innovation includes five dimensions: strategic innovation, structural innovation, cultural innovation, institutional innovation and process innovation. Through the modelling results, we know that all dimensions of organisational innovation have an effect on performance. According to the degree of impact, they are strategic innovation, structural innovation, process innovation, cultural innovation and institutional innovation.</p>
</abstract>

With the increasing dynamics of the environment, the organisational innovation of high-end equipment manufacturing (HEM) enterprises has attracted more attention. This paper introduces a radial basis function (RBF) neural network to establish a model of the effect of organisational innovation on organisational performance (OP). Organisational innovation includes five dimensions: strategic innovation, structural innovation, cultural innovation, institutional innovation and process innovation. Through the modelling results, we know that all dimensions of organisational innovation have an effect on performance. According to the degree of impact, they are strategic innovation, structural innovation, process innovation, cultural innovation and institutional innovation.

Application of RBF model in the relationship between organisational innovation and organisational performance of HEM enterprises

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

With the increasing dynamics of the environment, the organisational innovation of high-end equipment manufacturing (HEM) enterprises has attracted more...

Application of RBF model in the relationship between organisational innovation and organisational performance of HEM enterprises

Online veröffentlicht: 12. Nov. 2021

Seitenbereich: 331 - 338

Eingereicht: 04. März 2021

Akzeptiert: 21. Juli 2021

DOI: https://doi.org/10.2478/amns.2021.2.00049

Schlüsselwörter
organisational innovation, organisational performance, RBF neural network

© 2021 Xiaoran Li et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Application of RBF model in the relationship between organisational innovation and organisational performance of HEM enterprises

Online veröffentlicht: 12. Nov. 2021

Seitenbereich: 331 - 338

Eingereicht: 04. März 2021

Akzeptiert: 21. Juli 2021

DOI: https://doi.org/10.2478/amns.2021.2.00049

Schlüsselwörterorganisational innovation, organisational performance, RBF neural network

© 2021 Xiaoran Li et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Schlüsselwörter
organisational innovation, organisational performance, RBF neural network