Ph.D. in Mathematics Education from the University of Hamburg, with a special interest in research on algebraic errors and their causes, attitudes toward mathematics, students’ understanding of variables, eye-tracking during algebraic procedures, and Educational Data Mining, using data from the MathUP and SmarterUP programs generated for the teaching and learning of mathematics on the Universidad Panamericana for business students and high school students (through DGB programs), respectively. These two platforms consist of exercises and multiple-choice problems, where the answer choices are the most common errors.
Research Areas
- Mathematics Education: Algebraic Errors
- Attitudes Toward Mathematics and Overconfidence in Mathematics Education

