A motivation profile analysis of Malay students in Singapore

This study aims to examine the motivational profiles of Malay students in Singapore-based self-regulated learning framework (Pintrich & De Groot, 1990) and self-determination theory (SDT; Deci & Ryan, 1985). The sample consisted of 740 secondary school students from 24 tuition centres for Malay students only. The students were from three academic streams in Singapore (Express, Normal-academic, and Normal-technical). Using cluster analysis, five different clusters of students were found based on their unique characteristics on self-regulation and learning strategies scores. The clusters were named from best to poor in numeric order. Cluster 1 is characterized by high scores on intrinsic value, self-efficacy, self-regulation, and lower scores on lack of learning strategies and anxiety compared to other clusters. On the other hand, cluster 5 has the lowest intrinsic values, self-efficacy, and self-regulation relative to their scores on other clustering variables. In addition, the more adaptive profiles were also found to score higher in enjoyment and effort, and lower in boredom, compared to other clusters. The findings suggest that intra-individual differences in self-regulated learning behaviour are associated with the expected differences in the type of motivation possessed, and learning outcome measures.