Evidence map›Paper›PMID 40783583›Full record

ArticleScientific reports2025

Assessing green innovation, energy transition and natural resources abundance for sustainable footprint in Paris club.

Jinghai Luo, Ying Zhang, Muhammad Waqas

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

3 authors.

Jinghai LuoSchool of Architecture, Guangdong Songshan Polytechnic College, Shaoguan, 512126, Guangdong, China. luojinghai001@163.com.
Ying ZhangSchool of Foreign Languages and International Business, Guangdong Songshan Polytechnic College, Shaoguan, 512126, Guangdong, China.
Muhammad WaqasDepartment of Commerce, Bahauudin Zakaryia University, Multan, Pakistan. maharwaqas67@gmail.com.

Funding

The Guangdong Province Key Field Special Project for Ordinary Universities in 2024 (Serving the "Hundreds of Thousands of Projects") 2024ZDZX4123
6 · The paper itself

Abstract

Environmental difficulties have escalated due to global warming and climate change, posing substantial hazards to environmental quality. The member nations of the Paris club are particularly affected by these challenges due to their dependence on fossil fuels, resulting in increased carbon emissions. This study evaluates the influence of green innovation, energy transition, natural resource abundance, and economic growth on sustainable footprint in Paris Club countries-covering the years 1990 to 2022. This study has employed sophisticated novel econometric methods such as Augmented Mean Group and Canonical Cointegrtaion Regression for robustness. The finding discloses that green innovation and energy transition significantly assist Paris Club economies to achieve a sustainable footprint. In contrast, natural resource abundance shows adverce impact on sustainable footprint. The finding further unveils that an increase in per capita income leads to climate change and affirms the presence of the EKC theory in Paris Club countries. Policymakers are responsible for promoting and amplifying the adoption of green technologies to switch from fossil fuel to clean energy such as green energy. It also needs to encourage responsible production and increase resource allocation and efficiency.

Indexed as

EKCEnergy transitionGreen innovationNatural resource abundance and economic growth

Identifiers

PMID40783583
PMCPMC12335599

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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.