Evidence map›Paper›PMID 41392816›Full record

ArticleWater science and technology : a journal of the International Association on Water Pollution Research2025

Spatiotemporal dynamics and driving mechanisms of industrial green water resource efficiency in China's Yangtze River Economic Belt.

Bei Xie, Chengyou Xiao, Jingjing Yang

Abstract read
PubMed Publisher
In one paragraph

Article in Water science and technology : a journal of the International Association on Water Pollution Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Bei XieSchool of Finance and Economics, Wuxi University of Technology, Wuxi 214121, China.ORCID https://orcid.org/0009-0009-5476-2901
Chengyou XiaoSchool of Management, Minzu University of China, Beijing 100081, China.
Jingjing YangGeneral Education Department, Changzhou Vocational Institute of Engineering, Changzhou 213164, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Promoting industrial green water resource efficiency (IGWRE) is critical for reconciling economic growth with water sustainability in rapidly industrializing basins. This study proposes an integrated 'ecological-economic' evaluation framework within a Super-SBM-DEA model that incorporates undesirable outputs to assess IGWRE across 11 provinces in China's Yangtze River Economic Belt (YREB) from 2014 to 2023. Combining kernel density estimation, ArcGIS spatial mapping, and spatial Durbin models (SDM), we reveal three key findings: (1) IGWRE exhibits a significant long-term upward trend but with persistent regional heterogeneity and recent short-term fluctuations, with downstream regions (Shanghai, Jiangsu, Zhejiang) maintaining efficiency leadership while upstream provinces such as Chongqing and Sichuan demonstrate remarkable catch-up effects. (2) Spatial correlation analysis confirms strong spatial dependence, with technology diffusion generating stronger positive spillovers than pollution transfer. (3) SDM decomposition identifies technological progress as the primary driver, while economic development inhibits local efficiency due to the 'resource curse.' Environmental regulation enhances local IGWRE but triggers negative spillovers, and industrial structure optimization uniformly benefits efficiency. Social investment boosts local efficiency yet suppresses neighboring regions. These findings underscore the necessity for differentiated regional policies, inter-provincial technology transfer mechanisms, and basin-wide industrial water rights trading to reconcile economic growth with water sustainability.

Indexed as

Conservation of Water ResourcesRiversWater ResourcesChinaEconomic DevelopmentModels, TheoreticalSpatio-Temporal Analysisindustrial green water resource efficiency (IGWRE)spatial econometric modelspatiotemporal differentiation effectspatiotemporal evolutionYangtze River Economic Belt (YREB)

Identifiers

PMID41392816

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.