ArticleScientific reports2025
Intelligence analysis of digital technology innovation empowering enterprise green transformation: an empirical examination of mediating and moderating effects.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Enterprise green transformation is a core pathway for achieving sustainable development goals. Using firm-level data from China during the period of 2011-2023, this study demonstrates digital technology innovation significantly promotes it (with an effect coefficient of 0.001, p < 0.01), and the conclusion remains robust after a series of tests. The mediation effect analysis indicates that new digital technologies facilitates green transformation by enhancing operational efficiency, the mediation pathway explains about 29% of the overall effect transmission mechanism. The analysis also reveals that the research and development expenditure intensity plays a moderating role with an effect coefficient of 0.001, p < 0.01. Heterogeneity analysis shows that in firms with low financing constraints and high industry competition, digital technology innovation demonstrates a more pronounced ability to advance green transformation. This study provides robust theoretical support and empirical evidence and achieves coordinated and sustainable economic and environmental development.
Indexed as
Identifiers
What OpenQuestion holds
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.