Evidence map›Paper›PMID 41647547›Full record

ArticleFundamental research2026

Exploring the economically sustainable solutions for clean heating in rural Northern China.

Feng Wang, Yuzhu Shang, Pengfei Zhang, Wei Zhang, Jiashuo Li

Abstract read
In one paragraph

Article in Fundamental research, 2026. 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

5 authors.

Feng WangSchool of Business, Institute of Climate Economy and Low-carbon Industry, Nanjing University of Information Science & Technology, Nanjing 210044, China.
Yuzhu ShangSchool of Business, Institute of Climate Economy and Low-carbon Industry, Nanjing University of Information Science & Technology, Nanjing 210044, China.
Pengfei ZhangInstitute of Blue and Green Development, Shandong University, Weihai 264209, China.
Wei ZhangThe Center for Beijing-Tianjin-Hebei Regional Environment and Ecology, Chinese Academy of Environmental Planning, Beijing 100041, China.
Jiashuo LiInstitute of Blue and Green Development, Shandong University, Weihai 264209, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

China's Rural Clean Heating Policy (RCHP) is confronted with affordability issues in terms of the increasing household heating costs against the background of subsidies phase out, calling for economically feasible strategies to alleviate the heating burden. By compiling a high-resolution township-level RCHP retrofitting dataset, here we comprehensively assessed the rural residential heating burdens, with or without operational subsidies, and further explored the economically viable clean heating strategies in Northern China. We show that eliminating subsidies would significantly increase rural residential heating expenditure by 36.2% (an average of 523.3 CNY per household), and low-income rural residents in Shandong and Shanxi would bear the most significant increase in heating burdens. The incremental heating costs can be partly offset (18.7%) by RCHP's carbon reduction credits in the context of the Chinese Certified Emission Reduction. Rural rooftop photovoltaics show significant potential in increasing household revenue, particularly in Hebei, Shanxi, and Beijing, where they can compensate for an average of 32.2-64.5% of the increased heating costs. The implementation of tailored subsidy phase-out strategies, coupled with the promotion of distributed PV projects, could enhance the sustainability of clean heating in China.

Indexed as

Chinese Certified Emission ReductionClean heatingClean heating subsidy policiesDistributed photovoltaicsResidential heating burden

Identifiers

PMID41647547
PMCPMC12869784

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.