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Educationalists have formulated a taxonomy called Bloom's taxonomy. It states that during education a student progresses not only in knowledge (cognitive), but also in emotions (attitude/behaviour) and skill sets (psychomotor). In general only the knowledge of the students is assessed. This paper researches on the influence of students' self-esteem (attitude) on their performance in the academics. Self-esteem is emotional evaluation of self-worth positively or negatively. Rosenberg's self-esteem scale is used to evaluate the individual's self-esteem. The students are categorised based on their self-esteem scale and performance scale respectively using supervised and unsupervised learning. The relation between the self-esteem and the performance is proven using predictive and descriptive modelling. The study reveals the positive association between the self-esteem and the performance. This research helps the teaching community to realise the influence of student's self-esteem on their performance and helps them to grow positively in their knowledge, emotions and skills.
Jayanthi et al. (Mon,) studied this question.