Son preference reflects the economic valuation of women, based on the variable missing women, which measures gender bias in mortality due to sex selective abortions or insufficient care given to baby girls. This indicator is inspired by the work of Nobel Laureat Amartya Sen; SIGI countries have been coded by Prof. Stephan Klasen of Göttingen University.