Evidence map›Paper›PMID 41644989›Full record

ArticleScientific reports2026

Exploring sectoral energy structures for decarbonization: an analysis of leading global emitting countries.

Faten S Alamri, Azhar Ali Janjua, Muhammad Aslam

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

3 authors.

Faten S AlamriDepartment of Mathematical Sciences, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia.
Azhar Ali JanjuaDeputy Director Colleges, Higher Education Department, Punjab, Pakistan. azharjanjua12@gmail.com.
Muhammad AslamDepartment of Statistics, Faculty of Science, King Abdulaziz University, Jeddah, 21589, Saudi Arabia. aslam_ravian@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In pursuit of sustainability, it is necessary to comprehend the evolving relationship between economic growth and greenhouse gas (GHG) emissions. This study conducts Index Decomposition Analysis (IDA) for comparative sectoral analysis of the world's ten largest GHG emitting countries across their eight sectors; agriculture, building, fuel exploitation, industrial combustion, power industry, processes, transport and waste, using latest available data from 2000 to 2023. This study disaggregates sectoral emissions to evaluate the extent to which economic growth has been decoupled from GHG emissions, thereby offering insight into national sectoral emission trajectories and sustainability progress. This study offers sectoral ranking of countries based on average GHG emission abatement during 2000-2023 and offers the sectoral GHG emission intensity in these countries relative in year 2000. The agriculture and building sectors demonstrated significant decoupling, abatement of GHG emissions by an average of 6.44 MtCO

Indexed as

Climate changeGHG emissionSectoral decompositionSustainability

Identifiers

PMID41644989
PMCPMC12923788

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.