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The purpose of this study was to develop and test an online intervention that uses number-line data visualizations to support climate-change learning and motivation. We used a design-based research methodology to guide the design of an online intervention over the course of 12 “think-aloud” interviews. We then conducted an experimental online study with 262 secondary students randomly assigned to either engage with the estimation game, the game supplemented with visualization feedback, or a control group. Findings revealed that the game conditions improved STEM interest and reduced confusion, boredom, and climate-change hopelessness. The study contributes to conversations around the role of data-literacy and data-visualizations in supporting motivation for science learning and showcases an intervention that can be easily shared online.