Inclusion Criteria:  Female Ages 35 - 69 years at time of recruitment Able to provide informed consent  Exclusion Criteria:  Male Not a resident of England Unable to link dietary and lifestyle data with hospital episode data Missing covariate data Hip fracture or osteoporosis prevalence before or on the date of recruitment