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Multigroup Generalizability Analysis of Creative Attitude Scale-Korea for Mathematically Gifted and General Students in Middle Schools

수학적 창의성 태도 검사에서 수학영재와 일반학생의 다집단 일반화가능도 분석

  • Received : 2016.08.29
  • Accepted : 2017.01.31
  • Published : 2017.02.15

Abstract

The purpose of this study was to investigate the relative influence of multiple error sources and to find optimal measurement conditions that obtain a desired level of reliability of a creative attitude test in mathematical creativity. This study analyzed the scores of the Creative Attitude Scale-Korea allowed to access publicly of 125 general students and 109 mathematically gifted students by performing a multivariate generalizability analysis. The main results were as follows. First, based on reliability, the Creative Attitude Scale-Korea was measured less precisely for mathematically gifted students. On the contrary, based on the conditional standard error of measurement, it was measured less precisely for general students. However, the Creative Attitude Scale-Korea showed strong reliability in both groups. Second, the optimal weights should adjust to .3, .3, .4 in mathematically gifted students and .4, .4, .2 in general students with three scoring components of divergent attitude, problem solving attitude, and convergent attitude based on the maximum reliability. Third, to approach desirable reliability, it is possible to use one component of divergent attitude in general students but three components of divergent attitude, problem solving attitude, and convergent attitude in mathematically gifted students. Finally this study proposed application plans for the Creative Attitude Scale-Korea and future directions of research.

본 연구의 목적은 측정학적 이론을 바탕으로 수학영재 집단과 일반학생 집단에서 수학적 창의성 태도 검사 점수에 영향을 미치는 오차 요인들의 상대적인 영향력과 적정 수준의 신뢰도에 도달하는 효율적인 측정 조건을 탐색하는 데 있다. 이를 위해 109명의 중등 수학영재와 125명의 일반 중학생을 대상으로 실시한 수학적 창의성 태도 검사 결과에 다변량 일반화가능도 분석을 수행하였다. 주요 분석 결과는 다음과 같다. 첫째, 수학적 창의성 태도 검사는 신뢰도를 기준으로는 일반학생 집단에서, 조건부 측정 오차를 기준으로는 수학영재 집단에서 좀 더 적합한 것으로 나타났지만, 두 집단에서 모두 시행할 수 있는 신뢰로운 측정도구인 것으로 나타났다. 둘째, 수학적 창의성 태도 검사에서 신뢰도를 높이기 위해서는 수학영재 집단의 경우 수렴적 태도를 높게. 반면에 일반학생 집단의 경우 발산적 태도와 문제해결 태도를 높게 반영하여야 하는 것으로 나타났다. 셋째, 수학영재 집단의 경우 발산적 태도, 문제해결 태도, 수렴적 태도의 다차원적인 요소를 반영하는 경우, 그리고 일반학생 집단의 경우 발산적 태도만으로도 적정 수준의 신뢰도에 도달하는 것으로 나타났다. 마지막으로 이러한 연구결과들을 바탕으로 수학적 창의성 태도 검사 활용 방안 및 향후 연구 방향을 제시하였다.

Keywords

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