Evidence map›Paper›PMID 40000840›Full record

ArticleScientific reports2025

Study on the key factors of public participation in low carbon city construction and willingness to pay.

Yang Tan, Xiaoyu Ying, Jian Ge, Weijun Gao, Xueyuan Zhao, Shuai Wang

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

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

1 citing paper in PubMed.

  1. 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

6 authors.

Yang TanCollege of Civil Engineering and Architecture, Zhejiang University, Hangzhou, 310058, China.
Xiaoyu YingHangzhou City University, Hangzhou, 310015, China. evanyxy@vip.163.com.
Jian GeCollege of Civil Engineering and Architecture, Zhejiang University, Hangzhou, 310058, China.
Weijun GaoInnovation Institute for Sustainable Maritime Architecture Research and Technology, Qingdao University of Technology, Qingdao, 266033, China.
Xueyuan ZhaoHangzhou City University, Hangzhou, 310015, China.
Shuai WangSchool of Public Administration, Shandong Agricultural University, Shan Dong Sheng, China.

Funding

Exploratory Project of Natural Science Foundation of Zhejiang Province LQ22E080016National Natural Science Foundation of China 51878608Zhejiang Provincial Natural Science Foundation of China LY22E08004Zhejiang Provincial Social Science Joint Fund 2025N068
6 · The paper itself

Abstract

The popularity of urban distributed photovoltaics is crucial for building low-carbon cities. Retrofitting roofs with photovoltaic tiles is a new option. However, whether the public supports this initiative needs to be understood. Assessing willingness to pay is a critical way to measure public acceptance. Therefore, this paper assesses Chinese urban households' willingness to pay to support photovoltaic tiles retrofit roofs to promote the construction of low-carbon cities. To obtain factors that better explain the willingness to pay, variables such as personal of interest perception, moral perception and policy perception are added to the initial theory of planned behavior psychological interpretation framework for willingness to pay and the extended theory of planned behavior psychological explanatory framework for willingness to pay is constructed. It is encouraging to note that the expanded framework has increased the explanatory power of willingness to pay, where the personal of interest perception is the dominant variable in explaining willingness to pay. We believe that we should pay attention to the impact of the personal of interest perception on willingness to pay and increase the publicity of the importance of photovoltaic tiles retrofitting roofs to promote low-carbon city construction through Internet means and increase individual personal of interest perception, policy perception, and moral perception, which may help promote better public participation in low-carbon cities.

Indexed as

Low-carbon city constructionPhotovoltaic tilesStructural equation modelTheory of planned behaviorWillingness to pay

Identifiers

PMID40000840
PMCPMC11862186

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.