DEVELOPMENT OF INTEGRATED SCIENCE-BASED SCIENCE LITERACY SKILLS INSTRUMENTS USING THE RASCH MODEL

P. Susongko, H. Widiatmo, M. Kusuma, Y. Afiani
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Abstract

The objectives of this study are: (1) To compile a test construction to measure scientific literacy skills of integrated science-based high school MIPA program students by referring to the achievements of scientific literacy according to the 2015 PISA standard, (2) Conduct validation of test items using Rasch modeling. The research design uses ADDIE procedural models (Analysis, Design, Development, Implementation, Evaluation). There are three types of validation in the development of instruments namely content validation, psychometric aspects validation and extract validation with Rasch modeling. The instruments were tested on class XII students of the MIPA Program from Tegal City 2 High School and Tegal City 3 High School involving 112 students. The construction of the test consisted of 17 integrated science cases presented in the form of tests each consisting of three questions referring to scientific literacy competencies according to PISA standard 2015. Test items have fulfilled the validity of the content aspects and psychometric aspects. Extract validation using Rasch modeling gives the following results: (1) The level of item difficulty is in the range of -3 to 3, (2) There are 16 items that are compatible with modeling, (3) There are 97.32% of student responses suitable with modeling, (4) There are 2 items containing DIF. Based on consideration of all aspects of validity, there are 14 items worthy of being used as items for scientific literacy tests.
利用rasch模型开发基于科学的综合科学素养技能工具
本研究的目的是:(1)参照2015年国际学生评估项目(PISA)标准的科学素养成果,编制衡量综合科学型高中MIPA项目学生科学素养技能的测试结构;(2)利用Rasch模型对测试项目进行验证。本研究设计采用ADDIE程序模型(分析、设计、开发、实施、评估)。在仪器开发过程中有三种类型的验证,即内容验证、心理测量方面的验证和采用Rasch模型的提取验证。这些仪器在法城2高中和法城3高中12班的112名学生身上进行了测试。测试的构建由17个综合科学案例组成,以测试的形式呈现,每个测试由三个问题组成,参照2015年PISA标准的科学素养能力。测试项目在内容方面和心理测量方面都达到了效度。使用Rasch模型进行提取验证的结果如下:(1)题目难度在-3 ~ 3之间,(2)有16个题目与建模兼容,(3)有97.32%的学生回答与建模兼容,(4)包含DIF的题目有2个。综合考虑效度的各个方面,有14个项目值得作为科学素养测试的项目。
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