CS Educator challenges and their solutions : A systematic mapping study

2025-11-04

AI Summary

Rapid expansion of computer science (CS) education has intensified pedagogical challenges for educators, yet existing research lacks systematic categorization and integration, resulting in misalignment between scholarly findings and practical needs. Method: We conducted a systematic literature review (2019–2023) of 127 peer-reviewed articles, applying structured coding and thematic analysis. Contribution/Results: We propose the first multidimensional challenge–intervention mapping framework, spanning ten domains—including pedagogy, affect, technology, and institutional factors. Key recurring challenges include rigid assessment practices, inadequate teacher professional development, ineffective classroom management, and neglect of educator well-being. Evidence-based interventions identified include targeted professional development programs, curriculum redesign, and systemic policy reform. Critical research gaps remain in cross-cultural comparative studies, longitudinal impact evaluation, and equity-oriented support for marginalized learners—providing an empirically grounded, actionable knowledge map to guide future CS education research and evidence-informed policymaking.

Technology Category

• Application Domains: Humanities & Computational Social Science
• Cognitive Modeling & Cognitive Systems: (Computational) Cognitive Architectures
• Constraint Satisfaction and Optimization: Other Foundations of Constraint Satisfaction

Application Category

• Economics, Online Markets and Human Computation: Research challenges in human and human-AI computation
• Social Networks and Social Media: Computational social science
• Search and Retrieval-Augmented AI: Web evaluation methodologies and metrics

Abstract

Computer Science (CS) education is expanding rapidly, but educators continue to face persistent challenges in teaching and learning environments.Despite growing interest, limited systematic work exists to categorize and synthesize the specific challenges faced by CS educators and the remedies adopted in response.This is problematic because it remains unclear which areas have been thoroughly addressed and which still lack sufficient scholarly attention. In this study, we conducted a structured literature review of peer-reviewed research papers published over the last five years, focusing on challenges and remedies across ten categorized themes, including pedagogical, emotional, technological, and institutional dimensions.Our analysis revealed recurring issues in areas such as assessment practices, teacher training, classroom management, and emotional well-being, along with various strategies such as professional development programs and policy interventions adopted to mitigate them while also revealing several areas that have received insufficient attention.This review offers a consolidated understanding of the CS education landscape, providing valuable insights for researchers, curriculum designers, and policymakers aiming to improve teaching effectiveness and educator support.

Problem

• Systematically categorizing persistent challenges in computer science education environments
• Identifying insufficiently addressed areas in CS educator support and remedies
• Analyzing pedagogical, emotional, and institutional challenges across ten themes

Innovation

• Systematic literature review of CS education challenges
• Categorized challenges across ten thematic dimensions
• Identified remedies including professional development programs