Evidence map›Paper›PMID 40258858›Full record

ArticleScientific reports2025

Achieving carbon-neutral economies through circular economy, digitalization, and energy transition.

Mingyue Zhang, Ruiqing Liu, Huijuan Sun

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.

Mingyue ZhangSchool of Economics and Management, Guizhou University of Engineering Science, Bijie, 551700, GuiZhou, China.
Ruiqing LiuSchool of Economics and Management, Beihua University, Jilin, 132000, China.
Huijuan SunDepartment of Economics and Management Sciences, Xinhua College of Ningxia University, Yinchuan, 751200, Ningxia, China. sunhuijuan202103@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Decarbonization is of utmost importance to effectively address climate change, advance environmental sustainability, and protect biodiversity and ecosystems. Therefore, developed and developing economies are focusing on adopting various approaches to achieve zero carbon emissions. Thus, this study attempted to generate a meaningful relationship between the circular economy, digitalization, energy transition, and eco-friendly trade strategy to capture the role of factors that function to attain carbon neutrality. For the above-given objectives, dynamic econometric methods, such as the cross-sectional autoregressive distributed lag model (CS-ARDL), were adopted to assess the G7 dataset between 1990 and 2022. These findings suggest that the parameters under investigation are important for achieving carbon neutrality in G7 in the long term. Moreover, Panel Corrected Standard Errors (PCSe) confirmed that every aspect affects carbon neutrality. Consequently, the long-term attainment of decarbonization is greatly aided by a circular economy, digitalization, energy transformation, and green trade. Thus, significant and comprehensive policy changes are needed in several sectors, such as the development of digitization, environmental regulations, sustainable and green technology, and renewable energy sources.

Indexed as

And renewable energyCarbon neutralityCircular economyCS-ARDLDigitalizationEnergy transitionGreen trade

Identifiers

PMID40258858
PMCPMC12012817

What OpenQuestion holds

Textmetadata
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.