Content Validity and Reliability Analysis of Instruments on Students’ Perceptions of Flipped STEM Learning

Authors

DOI:

https://doi.org/10.11113/sh.v18n2.2284

Keywords:

Flipped classroom, STEM, CVI analysis, reliability

Abstract

As the flipped classroom model continues to gain attention in secondary school STEM classrooms and educational quantitative research focusing on instrument development and validation, the need for a valid and reliable measurement instrument that is appropriate for the Malaysian secondary school context has become increasingly important. In STEM education, researchers seek to better understand students’ learning experiences within flipped classroom practices within STEM-specific learning environments. Thus, this study aimed to investigate validity and reliability of the student perception of flipped classroom (SPFC) instrument; which measures; (i) collaborative environment, (ii) self-directed learning, (iii) learning impact, (iv) motivation and enjoyment, and (v) technology integration. Content validity was evaluated by ten experts through the application of the item-level content validity index (I-CVI), scale-level content validity index (S-CVI), and Kappa analysis. The study findings showed that the SPFC instrument demonstrated strong content validity (S-CVI/Ave = 0.96; S-CVI/UA = 0.85). Seventeen (17) items achieved full agreement (I-CVI = 1.00), while three items with lower CVI values were retained after clarity-focused revisions. A pilot study involving 30 students was conducted to assess reliability using Cronbach’s alpha. The overall reliability was excellent (α = .927), with construct-level alphas ranging from acceptable to strong: collaborative environment (α = .866), self-directed learning (α = .685), learning impact (α = .873), motivation and enjoyment (α = .720), and technology integration (α = .884). In conclusion, the 20 items of SPFC questionnaire were accepted and retained to better understand students' perceptions of flipped classroom learning experiences in STEM context. Future research is recommended to further examine the instrument’s construct validity and applicability across different STEM subjects and educational levels.

Author Biographies

Lam Chau Ping, Faculty of Education and Sports Studies, Universiti Malaysia Sabah, 88400 Kota Kinabalu, Sabah, Malaysia

Postgraduate student (Master), Education with Science Programme, Faculty of Education and Sports Studies, Universiti Malaysia Sabah, 88500 Kota Kinabalu, Sabah, Malaysia

Nur Farha Shaafi, Faculty of Education and Sports Studies, Universiti Malaysia Sabah, 88400 Kota Kinabalu, Sabah, Malaysia

Senior Lecturer, Head of Programme (Education with Science), Faculty of Education and Sports Studies, Universiti Malaysia Sabah, 88500 Kota Kinabalu, Sabah, Malaysia

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2026-04-28

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Chau Ping, L., & Shaafi, N. F. (2026). Content Validity and Reliability Analysis of Instruments on Students’ Perceptions of Flipped STEM Learning. Sains Humanika, 18(2), 69–79. https://doi.org/10.11113/sh.v18n2.2284

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