“…At the household level, energy demand may be determined by economic, geographic, housing and demographic characteristics (Pachauri, 2004;IEA, 2006;Hosier et al, 1993) as well as by natural factors like temperature (Xiaohua and Jingfei, 2005). To some extent, socio-cultural factors also play an essential role in determining household energy choice (Ogwumike et al, 2014;Sehjpal et al, 2014;Akpalu et al, 2011;Ngui et al, 2011;Peng et al, 2010;Masera and Navia, 1997). In rural areas of developing countries, modern fuels play a relatively modest role and are often confined to the top income groups (Heltberg, 2004).…”