Evidence map›Paper›PMID 41840039›Full record

ArticleScientific reports2026

Influence of urban innovation capacity on urban energy transition in China-the moderating role of climate risk.

Jinyu Wei, Juan Tan

Abstract read
In one paragraph

Article in Scientific reports, 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

2 authors.

Jinyu WeiSchool of Management, Tianjin University of Technology, Tianjin, 300384, China.
Juan TanSchool of Management, Tianjin University of Technology, Tianjin, 300384, China. tanjuan@stud.tjut.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As global climate change intensifies, the shift toward sustainable energy has become a pivotal pathway for attaining sustainable development. This paper examines how urban innovation capacity affects energy transition, with particular attention to the moderating role of climate risk. Using panel data for 273 Chinese prefecture-level cities from 2003 to 2019, three key research questions are investigated: (1) How does regional innovation capacity influence urban energy transition? (2) What are the spatial spillover effects of innovation on neighboring cities' energy transitions? (3) How does climate risk moderate the innovation-energy transition relationship? The study employs the Dynamic Spatial Durbin Model (DSDM) to empirically evaluate these relationships, using the urban energy transition index as the dependent variable, the Index of Regional Innovation and Entrepreneurship (IRIEC) as the key independent variable, and city-level climate policy uncertainty as the moderating variable. The results reveal that urban energy transition displays pronounced temporal accumulation and spatial spillover effects (R

Indexed as

Climate riskDynamic spatial Durbin modelEnergy transitionInnovation capability

Identifiers

PMID41840039
PMCPMC13125495

What OpenQuestion holds

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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.