Protecting health data privacy while using residence-based environment and demographic data

► Health data privacy is maintained while using high resolution environment data. ► Demographic data are linked to network distances for anonymous individuals. ► Residences in deprived areas are twice as likely to have a local park or playground. ► We recommend use of the split file method in evaluating natural experiments.