Dataset related to the effect of resource-based instruction on Rwandan pre-service biology teachers' academic achievement, attitude, and motivation

This dataset belongs to a large doctoral research project in Biology education conducted under the African Centre of Excellence for Innovative Teaching and Learning Mathematics and Science (ACEITLMS), University of Rwanda College of Education (URCE). The data were collected from students undertaking biology education as their future teaching career [here referred to as pre-service biology teachers]. The data were collected from two higher learning institutions in Rwanda. This data article describes how we collected data and designed the study. We used valid and reliable research instruments to collect data. Thus, this dataset informs university lecturers, education policymakers of the status of academic achievement, attitude, and motivation towards learning biology using resource-based instructions such as animations and small laboratory groups. It allows researchers to reanalyze it, depending on the interest variables.