Mechanisms for Data Quality and Validation in Citizen Science

Data quality is a primary concern for researchers employing public participation in scientific research, or “citizen science,” to accomplish data collection and analysis tasks. This mode of scientific collaboration relies on contributions from a large, often unknown population of volunteers with widely variable expertise. In this paper, we review the commonly employed mechanisms for ensuring data quality.