Assessing STEM career interest among secondary students: A Rasch model measurement analysis

Author:

Ardianto Didit1ORCID,Rubini Bibin1ORCID,Pursitasari Indarini Dwi1ORCID

Affiliation:

1. Universitas Pakuan, Bogor, INDONESIA

Abstract

This study aims to validate the STEM career interest survey (STEM-CIS) using Rasch model approach. This study involved 572 junior high school students with 105 seventh-grade students, 124 eighth-grade students, and 343 ninth-grade students. The data were analyzed using Rasch model, which included analysis of item validity and reliability, item fit order, Wright map analysis, and DIF analysis. The results present that the STEM-CIS items show good measurement skills and have logical predictive abilities. STEM-CIS items also have very good reliability, and most items meet the item fit order test criteria. However, there are some items from the STEM-CIS that still detect gender and grade level bias. This study provides evidence that the STEM-CIS items are tested to be valid and reliable to measure students’ interest. In addition, this study also provides evidence that some STEM-CIS items still detect gender and grade level bias.

Publisher

Modestum Ltd

Subject

Applied Mathematics,Education

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Re-visioning Zimbabwe’s Science, Technology, Engineering and Mathematics for Secondary Schools through the Science Teacher Education Programme;Journal of Education and Learning Technology;2024-08-28

2. A bibliometric analysis covering the relevant literature on science anxiety over two decades;Eurasia Journal of Mathematics, Science and Technology Education;2024-03-01

3. STEM Career Aspirations Among Portuguese Secondary School Students;2023 International Symposium on Computers in Education (SIIE);2023-11-16

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