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This study investigates the structural relationship among academic motivation, academic self-efficacy (ASE), problem solving skills (PSS), creative thinking skills (CRTS), and critical thinking skills (CTS). Structural Equation Model was utilized to compute the relationships between these variables. The sample of the study was comprised of 575 student teachers studying in Faculties of Education in Turkey in the academic year 2021-2022. The findings underline that academic motivation had a significant direct effect on CRTS and self-efficacy had a significant direct effect on CRTS. In addition, the present study revealed that PSS had a significant direct effect on both creative thinking and CTS as well as revealing that creative thinking had a significant direct effect on CTS. Finally, in the present study, creative thinking significantly partially mediated the relationships between academic motivation, ASE, PSS, and CTS. These findings suggest implications for teacher training within the context of raising qualified teachers because the quality in the learning-teaching process is positively expected to be influenced by the variables explored in the current study.

A bulk of research has shown strong relationships between metacognition, creative thinking, autonomy support, and self-efficacy among teachers. However, we could not find research with a large sample of teachers exploring the mediating effects of creative thinking and metacognition on the relationship between autonomy support and self-efficacy. A need for a novel structural equation model (Covariance-based) underlying psychological rationality of said relationships was deemed actual. To that end, firstly the effects of teachers' autonomy support (opportunity and decision-making) on teachers' creative thinking, metacognition, and self-efficacy were tested. Then, the mediating effects of metacognition and creative thinking on the relationship between teachers' autonomy support and teachers' self-efficacy were explored. A simple random-sampling method was utilized to gather 787 teachers' data. The results revealed that decision-making and autonomy opportunity predicted creative thinking, metacognition, and self-efficacy positively and meaningfully. Subsequently, creative thinking as well as metacognition had mediating effects on the effects of autonomy opportunity and decision-making on self-efficacy. In closing, for boosting teachers' skills in autonomy support and self-efficacy, attention should be given to fostering their creative thinking as well as metacognition. The study provides implications and suggestions for research on school psychology and improvement.