ArticleHeliyon2023
Digital economy, spatial spillover and industrial green innovation efficiency: Empirical evidence from China.
Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
12 citing papers in PubMed.
- Exploring the Digital Economy Innovation in the Yangtze River Delta: A Perspective of Complex Networks.Entropy (Basel, Switzerland) · 2025Article
- Impact mechanism and spatial spillover effect of the digital economy on the high-quality development of undertakings for the aged in China.BMC public health · 2024Article
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- Article
- Analysis of the spatiotemporal evolution and influencing factors of green development level in the manufacturing industry.Heliyon · 2024Article
- The impact of digital economy on rural revitalization: Evidence from Guangdong, China.Heliyon · 2024Article
- Article
- Article
- Will customer change affect enterprise innovation efficiency? A study from the perspective of social networks.Heliyon · 2024Article
- The effect of producer service agglomeration externalities on urban green innovation efficiency in China.Heliyon · 2024Article
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- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The digital economy is pushing more efficient and greener production and innovation processes, as well as quickening the mobility of production factors, which would have a critical impact on improving industrial green innovation efficiency. Based on the panel data of 30 Chinese provinces from 2005 to 2019, this study established a comprehensive index system to assess the level of provincial digital economy development, and adopted the SBM-DEA model including non-expected output to evaluate industrial green innovation efficiency, then adopted the
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.