Evidence map›Paper›PMID 34483715›Full record

ArticleEnvironment, development and sustainability2022

Investigating the role of export product diversification for renewable, and non-renewable energy consumption in GCC (gulf cooperation council) countries: does the Kuznets hypothesis exist?

Tehreem Fatima, Grzegorz Mentel, Buhari Doğan, Zeeshan Hashim, Umer Shahzad

Open access · bronzeAbstract read
In one paragraph

Article in Environment, development and sustainability, 2022. 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
18.3field-weighted citation impact, top 1% of its field
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, 75 citations in OpenAlex.

  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

5 authors at 5 institutions in 5 countries.

Tehreem FatimaSchool of Economics and Management, East China Jiaotong University, Nanchang, 330013 China.ORCID 0000-0003-4766-1642
Grzegorz MentelFaculty of Management, Department of Quantitative Methods, Rzeszow University of Technology, Rzeszow, Poland.
Buhari DoğanDepartment of Economics, Suleyman Demirel University, Isparta, Turkey.ORCID https://orcid.org/0000-0003-0655-4699
Zeeshan HashimDepartment of Economics and Finance, Brunel University London, London, UK.
Umer ShahzadSchool of Statistics and Applied Mathematics, Anhui University of Finance and Economics, Bengbu, 233030 China.ORCID 0000-0002-7010-4054
Anhui University of Finance and Economics · CNBrunel University of London · GBEast China Jiaotong University · CNRzeszów University of Technology · PLSüleyman Demirel University · TR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study explores the effects of renewable and nonrenewable energy demand on export product diversification, economic growth, natural resources, human capital, and trade in GCC (Gulf Cooperation Council) countries using data of six countries from 1990 to 2019. The empirical analysis integrates the panel unit root tests (IPS and CIPS), panel quantile regression, and fully modified OLS models. The empirical results confirm that there exists a significant negative relationship between renewable energy and export diversification; signifying that diversification of products will reduce renewable energy. Similarly, when compared to the square of export product diversification, it shows a positive and significant correlation. The empirical findings highlighted the presence of Kuznets's hypothesis between export product diversification, renewable, and non-renewable energy consumption. Furthermore, the findings suggest that natural resources and economic growth may increase overall energy consumption in GCC countries. It implies an important policy suggestion that encouraging export diversification will reduce GCC countries' reliance on oil to meet energy demand.

Indexed as

Export product diversificationGCC countriesKuznets hypothesisPanel cointegration analysisRenewable energy

Identifiers

PMID34483715
PMCPMC8403254
OpenAlexW3196659058

What OpenQuestion holds

Textmetadata
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.