This article examines sex-questionnaire data using the Personal Experiences Questionnaire (PEQ; Dennerstein, Hopper, & Burger, 1997). We used data from a population-based sample of 354 Australian mid-aged women and an optimization procedure in order to reduce the length of the PEQ while retaining items measuring the components of female sexual functioning and key determinants. Eight items were selected. We recommend retaining the item related to orgasm (rejected for parsimony only). Eight of the nine items were from the McCoy Female Sexuality Questionnaire, confirming the validity of this source scale. The original wording in the McCoy scale is recommended as considerable data has now become available on reliability and validity.