Sources of advantageous selection: Evidence using actual health expenditure risk

► We examine sources of advantageous selection in the private health insurance market. ► Actual individual health expenditure is used to measure health risk. ► Selection is driven by income and optimism about the future. ► Advantageous selection supports insurer profitability under community rating.