Evidence map›Paper›PMID 40594410›Full record

ArticleScientific reports2025

Efficiency evaluation of the impact of energy poverty on sustainable development of water resources.

Zhong Fang, Qiqi Xiao, Zi Ye, Zhihui Tu

Abstract read
In one paragraph

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.

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

4 authors.

Zhong FangSchool of Business, Xiamen Institute of Technology, Xiamen, Fujian, People's Republic of China. fazhong02@126.com.
Qiqi XiaoSchool of Economics, Fujian Normal University, Fuzhou, 350007, Fujian, People's Republic of China.
Zi YeSchool of Economics, Fujian Normal University, Fuzhou, 350007, Fujian, People's Republic of China.
Zhihui TuSchool of Economics, Fujian Open University, Fuzhou, 350013, Fujian, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Water and energy resources are interdependent, yet their sustainable synergy remains understudied. Using China's 2016-2020 provincial data, this study employs a dynamic two-stage SBM model to assess the sustainable development efficiency of water resources and regional disparities, with energy poverty incorporated as an exogenous variable. Findings reveal: (1) Water-scarce regions achieve higher efficiency due to strict policies and technological innovation, whereas water-rich areas face a "resource curse". (2) Most provinces exhibit "high production-low sustainability", indicating development prioritization over conservation. (3) In the east, high energy dependence causes a significant drop in TGR of water sustainability when energy poverty is factored in, widening the efficiency gap. In contrast, in central and western regions, particularly western provinces, TGR rises with the inclusion of energy poverty, supported by stringent ecological policies. Finally, targeted countermeasures are proposed: promoting water-saving technologies and new energy applications in the eastern region; strengthening green manufacturing and eco-compensation in the central region; and developing eco-industries and technological innovations in the western region.

Indexed as

Energy efficiencyEnergy povertySustainable developmentTwo-stage dynamic SBM modelWater resources

Identifiers

PMID40594410
PMCPMC12217493

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.