The paper analyzes the problems of data quality of the population health information platform and the causes, constructs the data quality control and evaluation system from the aspects of evaluation model, data quality evaluation, process tracking and feedback, provides guarantee for improving data quality of the platform, and thus lays a solid foundation for sharing and application of big data of health care.