Factors influencing the energy saving potential of suburban dwellings in Jiangsu Province, China.

Gang Yao, Chao Xie, Renyong Zhang, Yuqian Hong, Zhongcheng Duan

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. Cited by 1 paper.

0numbers the graph read from it

0cells of the map it votes in

1citing 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

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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

1 citing paper in PubMed.

A GIS and statistical based approach to assessing citizen awareness of the energy transition and climate change across algerian climatic zones.Scientific reports · 2026
Article

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

5 authors.

Gang YaoSchool of Architecture and Design, China University of Mining and Technology, Xuzhou, 221116, Jiangsu Province, People's Republic of China.

Chao XieSchool of Architecture and Design, China University of Mining and Technology, Xuzhou, 221116, Jiangsu Province, People's Republic of China.

Renyong ZhangSchool of Architecture and Design, China University of Mining and Technology, Xuzhou, 221116, Jiangsu Province, People's Republic of China.

Yuqian HongSchool of Architecture and Design, China University of Mining and Technology, Xuzhou, 221116, Jiangsu Province, People's Republic of China.

Zhongcheng DuanSchool of Architecture and Design, China University of Mining and Technology, Xuzhou, 221116, Jiangsu Province, People's Republic of China. duanzhongcheng@126.com.

Funding

Graduate Innovation Program of China University of Mining and Technology 2024WLJCRCZL347Ministry of Education's Industry-University Cooperation Collaborative Education Program 202002042038

6 · The paper itself

Abstract

As environmental concerns continue to rise, scholars worldwide are increasingly focusing on energy efficiency in rural energy use. This study explores the energy efficiency potential of rural households in China, aiming to identify the key factors that influence this potential through correlation analysis. By utilizing multiple regression analysis, the study investigates the relationship between these factors and household characteristics. The research is based on rural areas in central Jiangsu Province, China, specifically targeting near and far residents to assess variations in energy-saving potential across different household types. The research findings indicate that: (1) The residential energy-saving potential of near suburban residents is primarily influenced by PC, ER, PR and education, with PR having the most significant impact. (2) The residential energy-saving potential of far suburban residents is mainly influenced by ER, PR, and EC, with EC having the most significant impact. (3) For all residents, PR, EC, SE, and GP significantly influence their residential energy-saving potential, with PR and EC having the most substantial impact. Based on these observations, targeted policy recommendations are proposed.

Indexed as

Energy-saving renovationEnergy use behaviorRegional differencesResidential energy-saving potentialRural housing

Identifiers

PMID40301466

DOI10.1038/s41598-025-97838-y

PMCPMC12041345

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LicenceCC BY-NC-ND

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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.