Evidence map›Paper›PMID 36820169›Full record

ArticleHeliyon2023

Does higher income lead to more renewable energy consumption? Evidence from emerging-Asian countries.

Selim Jürgen Ergun, M Fernanda Rivas

Abstract read
In one paragraph

Article in Heliyon, 2023. 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

2 authors.

Selim Jürgen ErgunRMIT University Vietnam, Department of Economics and Finance, Hanoi Campus, Viet Nam.
M Fernanda RivasRMIT University Vietnam, Department of Economics and Finance, Hanoi Campus, Viet Nam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While some previous studies find a positive relationship between income or economic output and the share of renewables in energy consumption, others find a negative relationship. To bridge these seemingly contradictory findings, we test a non-linear relationship between income and the share of renewable energy sources in total energy consumption (REC%) in eight emerging-Asian countries. Using the feasible generalized least squares method and controlling for financial development and capital formation (two variables found in the literature to affect the use of renewable energy), we find a U-shaped relationship between income and the share of renewables in total energy consumption. In other words, at lower income levels, as income (Gross Domestic Product per capita) increases, REC% decreases. Once the income reaches a certain level, the relationship becomes positive. Financial development positively affects REC%. The implications and policy recommendations are presented in light of these findings.

Indexed as

Emerging-Asian countriesFinancial developmentIncome per capitaRenewable energy consumptionU-shape

Identifiers

PMID36820169
PMCPMC9938474

What OpenQuestion holds

Textmetadata
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.