“…Excessive application of conventional energy such as fossil fuel has tremendously challenged the environmental protection program and limited the ultimate benefits of environmental development. Oil demand, according to the statistical review of world energy ( 2021 Inferring to the importance of clean energy, that is, energy from renewable sources, has extensively investigated and positively documented critical rules in economic growth and environmental protection (Adebayo and Kirikkaleli, 2021;Dogan and Shah, 2021;Nair et al, 2021;Andriamahery and Qamruzzaman, 2022;Qamruzzaman, 2022a;Banga et al, 2022;Qamruzzaman, 2022a;Guan and Qamruzzaman, 2022;Gyimah et al, 2022;Li and Qamruzzaman, 2022;Ma and Qamruzzaman, 2022;Weixiang et al, 2022;Xia et al, 2022;Zafar et al, 2022;Zhuo and Qamruzzaman, 2022). For instance, in the study of Toumi and Toumi (2019), asymmetric causality to REC, carbon dioxide emissions (CE), and real GDP via nonlinear broadcasting between these variables via the nonlinear autoregressive distributed lag model was carried out in order to investigate the short-and long-run asymmetries.…”