과학 학습을 위한 개별적인 CAI에서 학생들의 인지적·정의적 특성과 개념 이해도의 관계
Relationships Between Student Cognitive·Affective Characteristics and Conceptual Understanding from Individual CAI for Science Learning
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이 연구는 학생들의 인지적․정의적 특성과 컴퓨터 보조 수업을 한 후의 개념 이해도와 관계를 조사하였다. 장의존-장독립성, 학습 전략, 자기 조절 능력, 시각적 학습 선호도, 성취 목적, 능력에 대한 자아 효능감, 개념 검사를 실시하였다. 학생들에게 컴퓨터 보조 수업을 실시한 후에 ‘분자의 운동’에 관한 개념 검사를 하였다. 학생들의 개념 이해도는 인지적 특성들 중에서 장의존-장독립성, 학습 전략, 자기 조절 능력, 정의적 특성 중에서는 시각적 학습 선호도, 성취 목적, 능력에 대한 자아 효능감과 CAI에 대한 태도와 유의미한 상관이 있었다. 개념 이해에 관한 인지적 특성들의 중다 회귀 분석 결과, 장의존-장독립성은 가장 유의미한 예언 변인이었다. 자기 조절 능력과 심층적 학습 전략도 유의미한 예언 변인 이었다. 정의적 특성들에 관한 분석 결과에서는 시각적 학습 선호도, 능력에 대한 자아 효능감이 학생들의 개념 이해에 유의미한 예언 변인이었다.
Abstract
In this study, relationships between student the cognitiveㆍaffective characteristics and conceptual understanding from individual computer-assisted instruction were investigated. Tests regarding field dependence-independence, learning strategy, self-regulated ability, visual learning preference, goal orientation, self-efficacy on ability, and computer attitude were administered. After having been taught by means of a CAI program, a conception test on molecular motion was administered. It was found that student conceptual understanding was significantly related to field independence, learning strategy, self-regulated ability among the cognitive characteristics and visual learning preference, goal orientation, self-efficacy on ability among the affective characteristics. Multiple regression analysis of the cognitive characteristics on conceptual understanding found that field dependence-independence was the most significant predictor. Self-regulated ability and a deep learning strategy were also found to have predictive power. Lastly, analysis of the affective characteristics, visual learning preference and self-efficacy on ability exposed them to be significant predictors of student conceptual understanding.
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