INSTRUCTIONAL MATERIALS IN QUANTITATIVE DATA ANALYSIS: EFFECTS ON GRADUATE STUDENTS’ REFLECTIVE THINKING AND MINDSET
This study investigates the impact of researcher-developed instructional materials for quantitative data analysis on the reflective thinking skills and mindset of graduate students in Mathematics Education at Central Mindanao University. Employing a one-group pretest-posttest design, 34 students participated in the intervention during the 2023–2024 academic year. Results revealed a statistically significant increase in reflective thinking scores (mean: 4.01 to 4.12, p = .026) and in the intelligence subscale of mindset (mean: 10.88 to 11.88, p = .027). While the character subscale also improved (mean: 11.79 to 12.35), this change was not statistically significant (p = .136). The findings suggest that targeted instructional materials can enhance both reflective thinking and growth mindset, particularly in the domain of intelligence, among graduate students studying quantitative data analysis.
Authors
- Jenyliza T. Ucang (ORCID: https://orcid.org/0000-0003-1180-3880)
Publication Details
- Journal
- International Journal of Apllied Mathematics
- Published
- 2025-09-27
- DOI
- https://doi.org/10.12732/ijam.v38i4s.280
- Primary Topic
- Statistics Education and Methodologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00