Evidence map›Paper›PMID 41402399›Full record

ArticleScientific reports2025

Clean energy, environmental policy and energy justice as drivers of sustainable development in OECD countries.

Romanus Osabohien, Kingsley Imandojemu, Amar Hisham Jaaffar

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. 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.

Romanus OsabohienInstitute of Energy Policy and Research (IEPRe), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia. romik247@gmail.com.
Kingsley ImandojemuDEPECOS Institutions and Development Research Centre (DIaDeRC), Ota, Nigeria.
Amar Hisham JaaffarInstitute of Energy Policy and Research (IEPRe), Universiti Tenaga Nasional (UNITEN), Kajang, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although OECD countries face some of the pervasive levels of sustainable development amidst the recent call for climate action, energy justice and energy transition and its associated effects, the avalanche of literature on this issue tends to concentrate on high-income regions where data is more readily available. This disparity hindered efforts to improve long-term growth, alleviate pressure on the environment, and foster economic recovery. To disentangle whether this subpar performance of sustainable development is due to the application of clean energy or fossil energy, this study assesses and compares the two main types of energy-clean energy and fossil energy-within the context of OECD countries, focusing on their sustainable development impact across various quantiles. In this paper, the novel Method of Moment Quantile Regression was employed, with data ranging from 2000 to 2023 across OECD countries. The findings indicate that renewable energy used as a proxy for clean energy corresponds to improvement in sustainable development across all quantiles. Conversely, non-renewable energy tends to cause a decline in sustainable development across all quantiles. Furthermore, the findings of the study showed that environmental regulations, globalization and financial access improves the level of sustainable development. The study using a bootstrap quantile methodology for robustness testing, revealed comparable outcomes, particularly regarding the direction of the relationship between the variables of interest. The study recommended that the government of OECD countries should encourage the adoption of clean energy while placing premium on strict environmental policies to effectively achieve sustainable development.

Indexed as

Clean energyEnergy justiceEnvironmental policyFossil energyMethod of moment quantile regression modelSustainable development

Identifiers

PMID41402399
PMCPMC12827966

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.