ArticleScientific reports2026
Industrial green transformation efficiency and its driving factors in resource-based cities: the case of the Yellow River Basin.
Article in Scientific reports, 2026. 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
Abstract
Enhancing industrial green transformation efficiency (IGTE) of resource-based cities in the Yellow River Basin is critical for upgrading industries, controlling carbon emission, and fostering sustainable high-quality development. This study evaluates the IGTE of 40 resource-based cities within the basin from 2010 to 2021 using the Super-SBM model, and analyzes its spatiotemporal evolution. Furthermore, the Tobit model is employed to identify the driving factors of IGTE. The results indicate that: (1) During the study period, the IGTE of resource-based cities shows a fluctuating upward trajectory. From a spatial perspective, cities located in the lower reaches perform better than those in the middle and upper reaches. Regarding development stages, growing cities achieve the highest level of IGTE, followed by regenerative ones, whereas mature and declining cities exhibit comparatively lower efficiency. (2) At the basin-wide level, both economic development and environmental regulations exert significant positive effects on IGTE. (3) For mature cities, industrial structure upgrading and industrial agglomeration contribute positively to IGTE improvement. In contrast, technological advancement and industrial structure show no significant promoting effect in declining and regenerative cities. Based on these results, this paper proposes targeted policy recommendations to facilitate a balance between economic growth and environmental government in ecologically vulnerable regions like the Yellow River Basin.
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.