“…In the first stream of EKC studies, reduced EKC models have been estimated without any additional explanatory variables except for GDP proxy variables (Grossman, Krueger 1991Shafik, Bandyopadhyay 1992;Holtz-Eakin, Selden 1995). In the later EKC studies, so-called "expanded EKC models" were used, where the relationship between environmental quality indicators and a broader set of economic development variables (GDP, energy consumption, trade openness, urbanization and others) has been investigated (Iwata et al 2011;Baodong, Xiaokun 2011;Esteve, Tamarit 2012;He, Wang 2012;Fujii, Managi 2013;Liao, Cao 2013;Lin, Liscow 2013;Onafowora, Owoye 2014;Yin et al 2015). However, these studies still leave some open questions especially about policy recommendations, which have to be corrected in the course of a country's development.…”