1. Department of Curriculum and Instruction, University of Texas at Austin, Austin, TX, USA
2. Office of Assessment and Evaluation, Charleston County School District, Charleston, SC, USA
3. Center for Research on Teaching and Learning in Engineering, University of Michigan, Ann Arbor, MI, USA
4. Faculty Innovation Center, University of Texas at Austin, Austin, TX, USA