Evidence map›Paper›PMID 41526489›Full record

ArticleScientific reports2026

The impact of new quality productive forces on urban carbon emission performance in the Yangtze river economic belt of China.

Xiaoshuang Liu, Fangcheng Sun, Yangjie Li

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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

3 authors.

Xiaoshuang LiuInstitute For Chengdu-Chongqing Economic Zone Development, Chongqing Technology and Business University, Chongqing, China. 15823005279@163.com.
Fangcheng SunInstitute For Chengdu-Chongqing Economic Zone Development, Chongqing Technology and Business University, Chongqing, China.
Yangjie LiInstitute For Chengdu-Chongqing Economic Zone Development, Chongqing Technology and Business University, Chongqing, China.

Funding

Chongqing Municipal Education Commission 24SKGH358National Social Science Fund Committee 23AJY017the Postgraduate Innovation Project of Chongqing Technology and Business University yjscxx2025-269-34
6 · The paper itself

Abstract

As a pivotal driver that facilitates the concentration of green innovation elements in key areas of energy conservation and emission reduction, new quality productive forces (NQPF) play a crucial role in carbon emission governance. Based on panel data from 108 prefecture-level cities in the Yangtze River Economic Belt (YREB) spanning 2010 to 2022, this study employs a mediation effect model and a spatial Durbin model (SDM) to empirically examine the mechanisms through which NQPF influence carbon emission performance (CEP), measured by carbon emission intensity (CEI) and carbon emission efficiency (CEE), as well as their spatial spillover effects. The results reveal that NQPF significantly reduces CEI and enhances CEE, and these findings remain robust across multiple tests. Mechanism analysis indicates that NQPF affects urban CEP through two main pathways: green technological innovation and industrial structure rationalization. Furthermore, environmental regulation intensity plays a significant positive moderating role in both pathways. Heterogeneity analysis shows that the inhibitory effect of NQPF on CEI is more pronounced in cities with lower levels of economic development, lower emission intensity, and in designated low-carbon pilot cities. In contrast, the positive effect of NQPF on improving CEE is more significant in cities with higher levels of economic development, higher emission intensity, and low-carbon pilot cities. Spatial effect analysis indicates that NQPF not only improves local CEP but also generates positive spillover effects on neighboring cities. This study provides both theoretical insights and practical implications for enhancing green technology innovation, promoting industrial structure optimization, and improving environmental regulation policies.

Indexed as

Carbon emission performanceMediation effectModeration effectNew quality productive forcesSpatial spillover effect

Identifiers

PMID41526489
PMCPMC12877162

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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.