The Early Grades Reading and Mathematics Initiative (RAMP) attaches great importance to the quality of data related to the initiative’s activities, both in terms of... Relating to data of trainees (teachers, school principals, educational supervisors, support teachers), or data of classroom observations, or Learning communities data, and other activities. To achieve data quality, it was necessary to establish clear, standard operational procedures to be used by the monitoring and evaluation team in data auditing and quality control processes.