Sponsors of education management information systems (EMIS) often underestimate EMIS's impact on other education sector activities and fail to provide individual and organizational incentives for encouraging use of improved educational data at the national level. Liberia's example illustrates the consequences of developing poor incentive structures for developing and using national data. (14 references) (MLH)