Testing the environmental Kuznets curve with structural breaks: the role of globalization, energy use, and regulatory quality in South Africa

dc.contributor.authorGungor, Hasan
dc.contributor.authorAbu-Goodman, Maryam
dc.contributor.authorOlanipekun, Ifedolapo Olabisi
dc.contributor.authorUsman, Ojonugwa
dc.date.accessioned2026-02-06T18:35:30Z
dc.date.issued2021
dc.departmentDoğu Akdeniz Üniversitesi
dc.description.abstractThis study uncovers the role of regulatory quality, energy use, and globalization in the conventional environmental Kuznets curve (EKC) for South Africa by incorporating structural breaks in the series based on quarterly frequency data between 1996:Q1 and 2016:Q4. Applying the autoregressive distributed lag (ARDL) model, we confirm a cointegration between the variables. The empirical results suggest the validity of the EKC hypothesis in South Africa. In addition, while energy use exerts positive pressure on ecological footprint, globalization and regulatory quality exert negative pressure on ecological footprint. However, the effect of globalization is weak in the long run while the effect of regulatory quality is weak in short run. The results further reveal that the structural break years are statistically insignificant. The causality result establishes a causal link flowing from all the variables to ecological footprint in the long run. In the short run, economic growth and energy use Granger-cause regulatory quality. Also, while energy use causes ecological footprint, globalization is a predictor of energy use. The policy implication of this study is that increasing the pace of globalization and strengthening regulatory quality are efficient strategies to improve environmental quality and sustain a stable EKC in South Africa.
dc.identifier.doi10.1007/s11356-020-11843-4
dc.identifier.endpage20783
dc.identifier.issn0944-1344
dc.identifier.issn1614-7499
dc.identifier.issue16
dc.identifier.orcid0000-0002-7269-6073
dc.identifier.orcid0000-0002-9292-8740
dc.identifier.orcid0000-0002-6459-9898
dc.identifier.pmid33410061
dc.identifier.scopus2-s2.0-85099112840
dc.identifier.scopusqualityQ1
dc.identifier.startpage20772
dc.identifier.urihttps://doi.org/10.1007/s11356-020-11843-4
dc.identifier.urihttps://hdl.handle.net/11129/11963
dc.identifier.volume28
dc.identifier.wosWOS:000605568500060
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakPubMed
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer Heidelberg
dc.relation.ispartofEnvironmental Science and Pollution Research
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WoS_20260204
dc.subjectGlobalization
dc.subjectEnergy consumption
dc.subjectRegulatory quality
dc.subjectEcological footprint
dc.subjectARDL model
dc.titleTesting the environmental Kuznets curve with structural breaks: the role of globalization, energy use, and regulatory quality in South Africa
dc.typeArticle

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