they point out: (1) socio-economic parameters explain 26.3% of variation in energy consumption of the conditioned space, which increases up to 28.8% when behavioral variables are included, (2) income accounts for 18% of variation in air conditioner, and (3) floor area accounts for 44% of variation in air conditioner.