Next Article in Journal
Can Artificial Intelligence Enhance the Stability of Supply Chain Systems for Sports Enterprises? Insights from Systems Theory and Supply Chain Management Theory
Next Article in Special Issue
Artificial Intelligence Adoption in Established Women-Led SMEs: A Multiple-Case Study of Competencies, Barriers, and Business Process Applications
Previous Article in Journal
The Need for Digital Architecture in Operationalizing Digital Engineering Strategies for Smart Production Systems
Previous Article in Special Issue
Navigating the Digital Entrepreneurial Ecosystem: An Integrative Analysis of Empowerment, Role Dilemma, and Private Domain Entrepreneurship Among Chinese Women
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Spatial Interplay Between Digital–Real Integration and New Quality Productive Forces: Evidence from China

School of Economics & Management, Shaanxi University of Science & Technology, Xi’an 710021, China
*
Author to whom correspondence should be addressed.
Systems 2026, 14(3), 298; https://doi.org/10.3390/systems14030298
Submission received: 22 January 2026 / Revised: 11 February 2026 / Accepted: 5 March 2026 / Published: 12 March 2026
(This article belongs to the Special Issue Sustainable Business Models and Digital Transformation)

Abstract

The deep integration of the digital and real economies is a critical force reshaping the global economic landscape. At the same time, new high-quality productive forces that are distinguished by their high level of efficiency, quality, and technology mark a new phase in productivity evolution. Understanding the spatial interplay between these two phenomena is crucial for coordinated development. This study empirically investigates their bidirectional relationship and spatial spillover effects. With panel data from 30 provinces in China (2011–2022), we use the Generalized Spatial Three-Stage Least Squares (GS3SLS) approach to estimate a spatial simultaneous equations model. The results reveal a significant bidirectional positive correlation, with the promotional effect of digital–real integration on new quality productive forces being slightly stronger. However, we also identify significantly negative spatial spillover effects between them. These findings underscore the necessity of strengthening their interactive development, fostering interregional cooperation, and optimizing source allocation to alleviate adverse spillovers. This study systematically examines their spatial dynamics and proposes policy recommendations to foster the coordinated advancement of both digital–real integration and New Quality Productive Forces.
Keywords: digital–real integration; new quality productive forces; interactive influence; spatial simultaneous equations model digital–real integration; new quality productive forces; interactive influence; spatial simultaneous equations model

Share and Cite

MDPI and ACS Style

Li, X.; Liu, X. Spatial Interplay Between Digital–Real Integration and New Quality Productive Forces: Evidence from China. Systems 2026, 14, 298. https://doi.org/10.3390/systems14030298

AMA Style

Li X, Liu X. Spatial Interplay Between Digital–Real Integration and New Quality Productive Forces: Evidence from China. Systems. 2026; 14(3):298. https://doi.org/10.3390/systems14030298

Chicago/Turabian Style

Li, Xiao, and Xiaoxuan Liu. 2026. "Spatial Interplay Between Digital–Real Integration and New Quality Productive Forces: Evidence from China" Systems 14, no. 3: 298. https://doi.org/10.3390/systems14030298

APA Style

Li, X., & Liu, X. (2026). Spatial Interplay Between Digital–Real Integration and New Quality Productive Forces: Evidence from China. Systems, 14(3), 298. https://doi.org/10.3390/systems14030298

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop