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Studies on mathematics achievement status show that mathematical reasoning in Malaysian education is critical, especially among university students. Students' attitude toward mathematics is affected by affective, behavioural and cognitive factors. The present research investigated the connections between these variables and their impact on individuals' attitudes towards mathematics reasoning. A statistical analysis method, namely, AMOS-Structural Equation Modelling, was used in this approach. The survey method involving 378 university education students around the Klang Valley was selected using a proportional stratified random sampling technique. The respondents must complete the mathematics reasoning assessment and answer the questionnaire consisting of three components: affective, behavioural and cognitive towards mathematics reasoning. AMOS-Structural Equation Modelling (AMOS-SEM) was applied using data obtained from questionnaires. Results demonstrated that the measurement models showed acceptable validity and reliability by removing some indications from the scales. The findings illustrate the relationship between students' attitudes and mathematical reasoning. Moreover, attitude is significantly related to students' mathematical reasoning performance in university education. The next study's recommendation involves an interview session to explore more findings that might impact their learning in mathematical reasoning.

This study investigated the associations between self-compassion, resilience, and psychological well-being among 408 counselors in Malaysia. Data were collected by using a web-based survey. PLS-SEM analyses revealed that self-compassion was positively related to counselors' resilience and psychological well-being, whereas resilience was positively related to counselors' psychological well-being. Results also showed that resilience significantly mediated the associations between self-compassion and psychological well-being among counselors. The hypothesized model explained the substantial influences of self-compassion and resilience on counselors' psychological well-being. This study highlighted the two important human factors, i.e., self-compassion and resilience, with implications for integrating these two influential constructs in the development of counselors' psychological well-being.

This research aimed to examine the contribution of metacognitive awareness as a moderator in the relationship between self-efficacy and mathematical reasoning among education undergraduates during the Covid-19 Pandemic. The analysis included 184 undergraduate students in one public university around Klang Valley, Malaysia. The researcher distributes mathematics reasoning assessment, metacognitive awareness, and self-efficacy questionnaires to collect research data. Statistical Package for the Social Sciences version 25 analyzes the mediating influence of metacognitive awareness in the correlation between self-efficacy and mathematics reasoning. The findings revealed that undergraduate mathematics and science education students had better mathematical reasoning abilities than undergraduates of nonmathematics and science education. However, the result indicated that mathematics and science education undergraduate students have high metacognitive awareness and utilize more strategies in mathematics reasoning assessment. This research suggested that further analysis can measure other populations, such as secondary school students' metacognitive awareness and self-efficacy in mathematics reasoning. [ABSTRACT FROM AUTHOR]