Adekunle, Ahmed OluwatobiBekun, Festus VictorGbadebo, Adedeji DanielAkande, Joseph Olorunfemi2024-09-112024-09-1120230944-13441614-7499https://doi.org/10.1007/s11356-023-29570-xhttps://hdl.handle.net/11363/7630South African economy is widely known to contribute significantly to the carbon emissions due to usage of heavy machinery and equipment involved in production process. This study examines the linkage among carbon emissions, export, gross domestic product, and urban population growth in South Africa. The study employs the Autoregressive Distributed Lag model to evaluate the linkage among outlined variables, using annual data from 1981 to 2021. The findings indicate that a 1% increase in urban population leads to 1% decrease in carbon emissions. Furthermore, a 1% increase in economic activities (GDP) leads to a rise in carbon emissions. This corroborates rising exports with GDP that is rising thereby resulting in carbon emissions. The study recommends platforms that educate the populace, especially the youth on the management of carbon emissions in their daily home and business activities should be encouraged. More investment into clean technologies should be provided for energy efficiency machinery, and more research into such activities should be pursued by all relevant stakeholders.eninfo:eu-repo/semantics/closedAccessCarbon emissionsEconomic growthUrban populationExportsAutoregressive Distributed Lag (ARDL)Cointegration bound testArticle304710468710469610.1007/s11356-023-29570-x377077262-s2.0-85171304272WOS:001068098100009N/A