European Journal of STEM Education
Research Article
2025, 10(1), Article No: 19

StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning

Farid Gunadi 1, Yaya S Kusumah 2 * , Dadang Juandi 2, Dadan Dasari 2
1 Universitas Wiralodra, INDONESIA2 Universitas Pendidikan Indonesia, INDONESIA
* Corresponding Author
https://doi.org/10.20897/ejsteme/17238
Published in Volume 10 Issue 1: 08 Oct 2025
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Abstract

Statistical reasoning is a crucial mathematical competency that students often lack. While there have been studies on the use of Android teaching materials in statistics learning, few have focused on statistical reasoning using comic media. This study aimed to develop mobile Android-based teaching materials called StatCom to enhance students’ statistical reasoning in schools. The ADDIE framework was employed for this purpose. The study involved 40 high school students (aged 15-17 years) in Indramayu, Indonesia. The main instruments included teaching materials based on mobile Android StatCom and statistical reasoning questions. Data analysis techniques, such as paired sample t-tests, were used. The results indicated that students benefited from interactive teaching materials like mobile Android StatCom. The teaching materials and supporting instruments demonstrated validity (tobs = 5,784 > ttable = 1,777 for pretest and tobs = 5,114 > ttable = 1,721 for post-test) and reliability (rpre = 0,777 and rpost = 0,745). The trial results confirmed the feasibility and practicality of the mobile Android StatCom-based teaching materials. Furthermore, the implementation of these materials effectively optimized students’ statistical reasoning (t value = 15,686 with a significance value of 0,000). Future research could explore the impact of mobile Android StatCom-based teaching materials on overall competence.
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AMA 10th edition
In-text citation: (1), (2), (3), etc.
Reference: Gunadi F, Kusumah YS, Juandi D, Dasari D. StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning. European Journal of STEM Education. 2025;10(1), 19. https://doi.org/10.20897/ejsteme/17238
APA 6th edition
In-text citation: (Gunadi et al., 2025)
Reference: Gunadi, F., Kusumah, Y. S., Juandi, D., & Dasari, D. (2025). StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning. European Journal of STEM Education, 10(1), 19. https://doi.org/10.20897/ejsteme/17238
Chicago
In-text citation: (Gunadi et al., 2025)
Reference: Gunadi, Farid, Yaya S Kusumah, Dadang Juandi, and Dadan Dasari. "StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning". European Journal of STEM Education 2025 10 no. 1 (2025): 19. https://doi.org/10.20897/ejsteme/17238
Harvard
In-text citation: (Gunadi et al., 2025)
Reference: Gunadi, F., Kusumah, Y. S., Juandi, D., and Dasari, D. (2025). StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning. European Journal of STEM Education, 10(1), 19. https://doi.org/10.20897/ejsteme/17238
MLA
In-text citation: (Gunadi et al., 2025)
Reference: Gunadi, Farid et al. "StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning". European Journal of STEM Education, vol. 10, no. 1, 2025, 19. https://doi.org/10.20897/ejsteme/17238
Vancouver
In-text citation: (1), (2), (3), etc.
Reference: Gunadi F, Kusumah YS, Juandi D, Dasari D. StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning. European Journal of STEM Education. 2025;10(1):19. https://doi.org/10.20897/ejsteme/17238
Keywords
ADDIE, Mobile Android StatCom, Statistical Reasoning, Teaching Materials
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