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SYSTEMATIC REVIEW article

Front. Educ.

Sec. STEM Education

From Problems to Performance: A Systematic Review of Problem-based Learning (PBL) in K-12 Mathematics

Provisionally accepted
  • 1Qatar University College of Engineering, Doha, Qatar
  • 2Qatar University, Doha, Qatar

The final, formatted version of the article will be published soon.

This systematic review investigates the implementation of Problem-Based Learning (PBL) in K-12 mathematics education, offering a recent synthesis of current interventions. In line with PRISMA guidelines and predefined inclusion and exclusion criteria, the review shortlisted 40 relevant studies. The analysis focused on four key questions: the types of PBL models and intervention strategies employed, the mathematics topics most frequently addressed, the type of PBL frameworks implemented, and the student outcomes assessed. Findings reveal that integrated PBL approaches are more common (n = 26) than exclusive PBL models (n = 16), incorporating game-based, ethnomathematics-based, digital-based, STEM-oriented, and project-based interventions. Within PBL interventions, Geometry (n = 15) and Algebra (n = 14) emerged as the most addressed domains, followed by Arithmetic (n = 7) and Applied Mathematics (n = 5). The five-step PBL framework, involving the steps: (1) Orient/Identify, (2) Investigate/Plan, (3) Implement/Solve, (4) Evaluate/Reflect, and (5) Extend/Share, was the most frequently applied model (n = 22). Analysis of investigated student outcomes indicates that PBL interventions support a broad range of cognitive, affective, social, and meta-cognitive outcomes. Problem-solving skills (n = 13) and mathematics achievement (n = 12) were the most assessed, followed by self-efficacy/self-confidence (n = 5) and emotional outcomes (n = 4). For policymakers and educational stakeholders, these findings emphasize the importance of contextually relevant integrated-PBL strategies to enhance student learning outcomes, support student development, and promote active engagement across diverse mathematics topics.

Keywords: k-12, Mathematics, PBL, Problem-Based Learning, Systematic review

Received: 23 Oct 2025; Accepted: 11 Dec 2025.

Copyright: © 2025 Ayari, Sellami, Santhosh, Naji, Al-Ali and Al-Hazbi. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Abdellatif Sellami

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