Evidence map›Paper›PMID 41957160›Full record

ArticleScientific reports2026

Green finance and environmental sustainability: evaluating the role of urbanization, energy, and institutional quality in Asia's low-carbon transition.

Qiheng Wang, Sareer Ahmad, Nigah Zehra

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.

Qiheng WangBusiness Department, Lingnan University, Hong Kong, 999077, China.
Sareer AhmadSchool of Economics, Quaid-I-Azam University, Islamabad, Pakistan. sareer@eco.qau.edu.pk.
Nigah ZehraSchool of Economics, Quaid-I-Azam University, Islamabad, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Asia is a fast-growing emerging market with investment potential, making it essential to investigate the mechanisms by which green finance influences environmental sustainability. For the empirical analysis using data from 2000 to 2022 on twenty-two Asian economies, we applied the fixed- and random-effects model. First, we have verified the model's feasibility and employed diagnostic tests and robustness, which show that the model is appropriate. The key findings of the fixed effect model, suggested by the Hausman test, indicate that there is a negative association between Green Finance and CO

Indexed as

AsiaEcological efficiency theoryEnvironmental sustainabilityGreen financePopulation density

Identifiers

PMID41957160
PMCPMC13223329

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.