Research on the Regional Differences and Influencing Factors of the Innovation Efficiency of China’s High-Tech Industries: Based on a Shared Inputs Two-Stage Network DEA
Summary. This study measures innovation efficiency across China's high-tech industries in 29 provinces from 1999 to 2018 using a two-stage network DEA model. Eastern coastal provinces show significantly higher innovation efficiency than central and western regions. Government support, R&D investment intensity, industry clustering, economic openness, and modern service sector development all influence innovation efficiency levels.
Cite this article
Chen, H., Lin, H., & Zou, W.. (2020). Research on the Regional Differences and Influencing Factors of the Innovation Efficiency of China’s High-Tech Industries: Based on a Shared Inputs Two-Stage Network DEA. Sustainability. https://doi.org/10.3390/su12083284
Chen, Huangxin, et al. “Research on the Regional Differences and Influencing Factors of the Innovation Efficiency of China’s High-Tech Industries: Based on a Shared Inputs Two-Stage Network DEA.” Sustainability, 2020. https://doi.org/10.3390/su12083284.
Chen, Huangxin, Hang Lin, and Wenjie Zou. 2020. “Research on the Regional Differences and Influencing Factors of the Innovation Efficiency of China’s High-Tech Industries: Based on a Shared Inputs Two-Stage Network DEA.” Sustainability. https://doi.org/10.3390/su12083284.
@article{chen-2020-research-regional-differences-influencing-factors,
title = {Research on the Regional Differences and Influencing Factors of the Innovation Efficiency of China’s High-Tech Industries: Based on a Shared Inputs Two-Stage Network DEA},
author = {Huangxin Chen and Hang Lin and Wenjie Zou},
journal = {Sustainability},
year = {2020},
doi = {10.3390/su12083284},
url = {https://doi.org/10.3390/su12083284}
}
TY - JOUR TI - Research on the Regional Differences and Influencing Factors of the Innovation Efficiency of China’s High-Tech Industries: Based on a Shared Inputs Two-Stage Network DEA AU - Huangxin Chen AU - Hang Lin AU - Wenjie Zou JO - Sustainability PY - 2020 DO - 10.3390/su12083284 UR - https://doi.org/10.3390/su12083284 ER -
Details
- DOI
- 10.3390/su12083284
- Countries
- China
- Regions
- Asia
- Categories
- regional-innovation-systems, innovation-theory, general-innovation
- Added
- 2026-04-28