Governmental incentives to influence population-related decisions are examined in terms of the ethical issues at stake. A typology of incentive schemes is presented, and ethical implications of various incentives are discussed. It is argued that, in a just scheme, a progressive, negative incentive or fee, calculated as a surtax on a modified income tax or an equivalent standard, would distribute burdens equally. A set of guidelines for ethical evaluation of incentive schemes is proposed.