Measurement, Regional Disparities, and Spatial Convergence in the Symbiotic Level of China’s Digital Innovation Ecosystem DOI Creative Commons
Shengnan Li, Zhouzhou Lin,

Yingwen Wu

и другие.

Systems, Год журнала: 2025, Номер 13(4), С. 254 - 254

Опубликована: Апрель 4, 2025

Based on the panel data of 30 provinces in China from 2013 to 2022, this paper constructs a measurement index system for symbiotic level digital innovation ecosystems three dimensions: symbiosis subjects, environment, and interaction. This applies entropy weight TOPSIS method, Dagum Gini coefficient decomposition, spatial convergence analysis empirically examine levels, regional disparities, China’s ecosystem. The results are as follows: (i) At national level, ecosystem has generally increased, creating distribution pattern that is “high east, flat middle, low west”. (ii) From perspective, major disparities between regions primary factors contributing overall difference (iii) perspective σ convergence, constantly expanding, uneven development intensifying. (iv) absolute β with lower levels have faster growth rate than higher symbiosis, there certain spillover effect. (v) conditional economic structure application can accelerate extent.

Язык: Английский

Digital Transformation and Innovation Performance in Small- and Medium-Sized Enterprises: A Systems Perspective on the Interplay of Digital Adoption, Digital Drive, and Digital Culture DOI Creative Commons
Shaofeng Wang, Hao Zhang

Systems, Год журнала: 2025, Номер 13(1), С. 43 - 43

Опубликована: Янв. 9, 2025

Small- and medium-sized enterprises (SMEs) face complex systemic challenges in managing digital transformation while pursuing innovation an increasingly interconnected business environment. This study adopts a systems theory perspective to investigate how digitalization enhances Innovation Performance by examining the dynamic interrelationships among adoption, drive, culture, Performance. Through empirical analysis of 201 Chinese SMEs using PLS-SEM, IPMA, ANFIS approaches, we reveal that drive fully mediates relationship between adoption Performance, highlighting nature processes. Digital culture emerges as critical moderator, positively influencing relationships well These findings demonstrate different elements form integrated system where components interact produce outcomes. contributes illuminating interdependencies offers practical implications for change SMEs.

Язык: Английский

Процитировано

3
Measurement, Regional Disparities, and Spatial Convergence in the Symbiotic Level of China’s Digital Innovation Ecosystem DOI Creative Commons
Shengnan Li, Zhouzhou Lin,

Yingwen Wu

и другие.

Systems, Год журнала: 2025, Номер 13(4), С. 254 - 254

Опубликована: Апрель 4, 2025

Based on the panel data of 30 provinces in China from 2013 to 2022, this paper constructs a measurement index system for symbiotic level digital innovation ecosystems three dimensions: symbiosis subjects, environment, and interaction. This applies entropy weight TOPSIS method, Dagum Gini coefficient decomposition, spatial convergence analysis empirically examine levels, regional disparities, China’s ecosystem. The results are as follows: (i) At national level, ecosystem has generally increased, creating distribution pattern that is “high east, flat middle, low west”. (ii) From perspective, major disparities between regions primary factors contributing overall difference (iii) perspective σ convergence, constantly expanding, uneven development intensifying. (iv) absolute β with lower levels have faster growth rate than higher symbiosis, there certain spillover effect. (v) conditional economic structure application can accelerate extent.

Язык: Английский

Процитировано

0