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This study evaluates the effects of a computational thinking and educational robotics (CT&ER) program on complex problem-solving abilities among lower secondary students in Burgenland, Austria. Conducted in 38 schools, this longitudinal quasi-experimental research included 1,383 participants, comparing the "Coding & Robotics" elective against other electives. The curriculum aimed to enhance problem-solving through interactive robotics, teaching students to understand and manage complex systems. Results showed students in CT&ER demonstrated significant, though modest, improvements in system management and control tasks compared to peers in traditional electives. These findings suggest integrating CT&ER into curricula may improve students' problem-solving skills, crucial for 21st-century challenges. This underscores CT&ER's potential to develop critical cognitive skills in structured, interactive environments.