Measuring digital transformation in high-end equipment manufacturing: an I-P-O model-based approach

Abstract The digital transformation of high-end equipment manufacturing enterprises serves as a critical driver for upgrading the manufacturing value chain and achieving high-quality development. This paper constructs an evaluation index system for assessing the digital transformation level of high-...

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Bibliographic Details
Main Authors: Yinzhong Chen, Jingfeng Huang, Yimeng Li
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-11398-9
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