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A cluster analysis of high school science classroom environments and attitude toward science
Author(s) -
Myers Raymond E.,
Fouts Jeffrey T.
Publication year - 1992
Publication title -
journal of research in science teaching
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.067
H-Index - 131
eISSN - 1098-2736
pISSN - 0022-4308
DOI - 10.1002/tea.3660290904
Subject(s) - mathematics education , science education , perception , affect (linguistics) , psychology , cluster (spacecraft) , test (biology) , statistical analysis , learning environment , computer science , mathematics , ecology , communication , statistics , neuroscience , biology , programming language
This study provides a test of a theory which suggests that student perceptions of their classroom environment affect their attitudes toward science. Using the statistical technique of cluster analysis, 27 high school science classes were divided into three distinct clusters which were most distinguishable by the amount of involvement, affiliation with students, teacher support, order and organizations, and innovative teaching strategies. One of the clusters provided a classroom environment which was significantly different from the other two and the students in that environment had more positive attitudes toward science. The dimensions of the classroom environment which make a difference are those which teachers may develop and change in order to enhance the science attitudes and, possibly, the science achievement of their students.