StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning

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Publicat a:European Journal of STEM Education vol. 10, no. 1 (2025)
Autor principal: Gunadi, Farid
Altres autors: Kusumah, Yaya S, Juandi, Dadang, Dasari, Dadan
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Lectito Journals
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022 |a 2468-1954 
035 |a 3279380850 
045 2 |b d20250101  |b d20251231 
084 |a EJ1485899 
100 1 |a Gunadi, Farid 
245 1 |a StatCom Android Mobile-Based Teaching Materials: Enhancing Statistical Reasoning 
260 |b Lectito Journals  |c 2025 
513 |a Report Article 
520 3 |a 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. 
653 |a Instructional Materials 
653 |a Handheld Devices 
653 |a Telecommunications 
653 |a Statistics Education 
653 |a Thinking Skills 
653 |a Mathematics Skills 
653 |a Statistics 
653 |a Data Analysis 
653 |a Mathematics Tests 
653 |a Instructional Effectiveness 
653 |a Teaching Methods 
653 |a Secondary School Mathematics 
653 |a Test Validity 
653 |a Computer Oriented Programs 
700 1 |a Kusumah, Yaya S 
700 1 |a Juandi, Dadang 
700 1 |a Dasari, Dadan 
773 0 |t European Journal of STEM Education  |g vol. 10, no. 1 (2025) 
786 0 |d ProQuest  |t ERIC 
856 4 1 |3 Citation/Abstract  |u https://www.proquest.com/docview/3279380850/abstract/embedded/6A8EOT78XXH2IG52?source=fedsrch 
856 4 0 |3 Full text outside of ProQuest  |u http://eric.ed.gov/?id=EJ1485899