Secondary special education teachers’ beliefs towards their teaching self-efficacy

The self-efficacy of special education teachers is a key aspect of the educational process for inclusive learning and co-teaching. However, research on self-efficacy perceptions in the area of special education and particularly in the field of parallel support is very limited. The aim of this research is to adapt a scale measuring the beliefs of special education teachers’ self-efficacy in supporting students in need of parallel support in secondary education and therefore to investigate those beliefs as well as the factors that affect them. The study involved 147 special educators for supporting students in Greek junior high schools or high schools. To study and investigate the research questions, the “Teachers' Sense of Efficacy Scale” (TSES) of Tschannen-Moran & Woolfolk-Hoy (2001) was adapted. The results demonstrate that special education teachers report high levels of teaching self-efficacy with male special education teachers being distinguished by significantly higher self-efficacy levels, compared to females. Moreover, a positive correlation between the experience of participants and their levels of self-efficacy, a small negative correlation between the number of supported students and their levels of self-efficacy regarding teaching strategies as well as a medium negative correlation between the number of supported students and their levels of self-efficacy regarding student management, were revealed

Secondary special education teachers’ beliefs towards their teaching self-efficacy

The self-efficacy of special education teachers is a key aspect of the educational process for inclusive learning and co-teaching. However, research on self-efficacy perceptions in the area of special education and particularly in the field of parallel support is very limited. The aim of this research is to adapt a scale measuring the beliefs of special education teachers’ self-efficacy in supporting students in need of parallel support in secondary education and therefore to investigate those beliefs as well as the factors that affect them. The study involved 147 special educators for supporting students in Greek junior high schools or high schools. To study and investigate the research questions, the “Teachers' Sense of Efficacy Scale” (TSES) of Tschannen-Moran & Woolfolk-Hoy (2001) was adapted. The results demonstrate that special education teachers report high levels of teaching self-efficacy with male special education teachers being distinguished by significantly higher self-efficacy levels, compared to females. Moreover, a positive correlation between the experience of participants and their levels of self-efficacy, a small negative correlation between the number of supported students and their levels of self-efficacy regarding teaching strategies as well as a medium negative correlation between the number of supported students and their levels of self-efficacy regarding student management, were revealed

Forming automatic groups of learners using particle swarm optimization for applications of differentiated instruction

Summarization: The aim of this paper is to present a method that uses computational intelligence techniques to classify students according to the principles of differentiated instruction. A clustering algorithm based on particle swarm optimization is applied to two sets of data emerging from the holistic assessment of the student's particular characteristics and needs. The results illustrate the algorithm's contribution to the effective formation of heterogeneous student groups, with the members of each having homogeneous characteristics of skills, difficulties, psychosocial and cognitive profiles. Thus, the teacher can easily manage students, by knowing the characteristics of each group. A comparison with a genetic algorithm as well as cuckoo search algorithm shows that the proposed method provides improved categorization capabilities.Παρουσιάστηκε στο: Computer Applications in Engineering Educatio