Approximately 50 million women are missing from the populations of India and China due to practices like female infanticide, preferential treatment of boys, and sex-selective abortion. Advances in technology now allow for prenatal determination of sex, leading millions of female fetuses to be aborted each year in these countries. While laws have been implemented to ban sex determination and selective abortion, underground markets have emerged and skewed the sex ratios to as high as 130 boys for every 100 girls. The review discusses the history of attempts to select sex through natural and medical means, as well as more recent developments in gender selection methods prior to conception.