Main Article Content
Abstract
Statistical literacy is an essential competency in today’s data-driven society. However, research in this field often overlooks primary-level students, focusing predominantly on those in higher education. To address this gap, the present study evaluated the statistical literacy of 50 fifth-grade students in Indonesia, with a focus on their abilities in data analysis and interpretation. Utilizing a descriptive cross-sectional design, the study employed a written test grounded in real-world data scenarios, adapted from established theoretical frameworks. The assessment included various data representations—pictograms, bar charts, tables, and line charts—designed to evaluate students’ skills in comprehension, comparison, and interpretation. The results indicate that the majority of students operated at an Idiosyncratic level, demonstrating limited capacity for data interpretation, while a smaller proportion reached the Transitional level; notably, no students attained Quantitative or Analytical proficiency. These findings underscore the urgent need for curriculum reforms to enhance both computational and analytical skills at an early stage, thereby equipping students with the foundational competencies required for advanced data reasoning. Future research should investigate pedagogical strategies that can bridge early-stage statistical literacy with the demands of higher-level statistical reasoning, ensuring students are better prepared for a data-intensive world.
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References
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- Gal, I. (2002). Adults' statistical literacy: Meanings, components, responsibilities. International Statistical Review / Revue Internationale de Statistique, 70(1), 1-25. https://doi.org/10.2307/1403713
- Gould, R. (2017). Data literacy is statistical literacy. Statistics Education Research Journal, 16(1), 22-25. https://doi.org/10.52041/serj.v16i1.209
- Jones, G. A., Thornton, C. A., Langrall, C. W., Mooney, E. S., Perry, B., & Putt, I. J. (2000). A framework for characterizing children's statistical thinking. Mathematical Thinking and Learning, 2(4), 269-307. https://doi.org/10.1207/S15327833MTL0204_3
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- Mooney, E. S. (2002). A framework for characterizing middle school students' statistical thinking. Mathematical Thinking and Learning, 4(1), 23-63. https://doi.org/10.1207/S15327833MTL0401_2
- OECD. (2019). PISA 2018 assessment and analytical framework. https://doi.org/10.1787/b25efab8-en
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- Ridgway, J., Nicholson, J., & McCusker, S. (2011). Developing statistical literacy in students and teachers. In C. Batanero, & Díaz, C. (Ed.), Teaching statistics in school mathematics-challenges for teaching and teacher education (pp. 311-322). Springer. https://doi.org/10.1007/978-94-007-1131-0
- Sabbag, A., Garfield, J., & Zieffler, A. (2018). Assessing statistical literacy and statistical reasoning: The REALI instrument. Statistics Education Research Journal, 17(2), 141-160. https://doi.org/10.52041/serj.v17i2.163
- Setiawan, E. P. (2019). Analisis muatan literasi statistika dalam buku teks matematika Kurikulum 2013 [Analysis of statistical literacy content in mathematics textbooks Curriculum 2013]. Pythagoras: Jurnal Matematika dan Pendidikan Matematika, 14(2), 163-177. https://doi.org/10.21831/pg.v14i2.28558
- Setiawan, E. P. (2021). Literasi statistika dalam kurikulum matematika Sekolah Dasar (SD) 2004-2020: Tinjauan historis dan pengembangannya [Statistical literacy in the 2004-2020 primary school mathematics curriculum: A historical review and its development]. Jurnal Pendidikan dan Kebudayaan, 6(1), 1-20. https://doi.org/10.24832/jpnk.v6i1.1915
- Setiawan, E. P., & Sukoco, H. (2021). Exploring first year university students’ statistical literacy: A case on describing and visualizing data. Journal on Mathematics Education 12(3), 427-448. https://doi.org/10.22342/jme.12.3.13202.427-448
- Sharma, S. (2017). Definitions and models of statistical literacy: A literature review. Open Review of Educational Research, 4(1), 118-133. https://doi.org/10.1080/23265507.2017.1354313
- Siegler, R. S., Duncan, G. J., Davis-Kean, P. E., Duckworth, K., Claessens, A., Engel, M., Susperreguy, M. I., & Chen, M. (2012). Early predictors of high school mathematics achievement. Psychological Science, 23(7), 691-697. https://doi.org/10.1177/0956797612440101
- Watson, J., & Callingham, R. (2003). Statistical literacy: A complex hierarchical construct. Statistics Education Research Journal, 2(2), 3-46. https://doi.org/10.52041/serj.v2i2.553
- Wildani, J., Triyana, I. W., & Mahmudah, W. (2019). Literasi statistik siswa kelas VIII SMP Negeri 1 Gresik [Statistical literacy of students in class VIII SMP Negeri 1 Gresik]. Vygotsky: Jurnal Pendidikan Matematika dan Matematika, 1(2), 99-110. https://doi.org/10.30736/vj.v1i2.137
- Yotongyos, M., Traiwichitkhun, D., & Kaemkate, W. (2015). Undergraduate Students’ Statistical Literacy: A Survey Study. Procedia - Social and Behavioral Sciences, 191, 2731-2734. https://doi.org/10.1016/j.sbspro.2015.04.328
References
Callingham, R., & Watson, J. (2022). The development of statistical literacy at school. Statistics Education Research Journal, 16(1), 181-201. https://doi.org/10.52041/serj.v16i1.223
Callingham, R., & Watson, J. (2024). Statistics education research at the school level in Australia and New Zealand: A 30-year journey. Mathematics Education Research Journal, 36(1), 91-122. https://doi.org/10.1007/s13394-023-00470-0
Creswell, J. W. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. SAGE Publications, Inc.
Emilia, N. R., & Amir, M. F. (2022). Treffinger learning to enhance statistical literacy primary student. JPI (Jurnal Pendidikan Indonesia), 11(3), 522-532. https://doi.org/10.23887/jpiundiksha.v11i3.46115
Fraenkel, J., Wallen, N., & Hyun, H. (2011). How to design and evaluate research in education (Vol. 60). McGraw-Hill Education.
Franklin, C., Kader, G., Mewborn, D., Moreno, J., Peck, R., Perry, M., & Scheaffer, R. (2005). Guidelines for assessment and instruction in statistics education (GAISE) report. VA: American Statistical Association.
Gal, I. (2002). Adults' statistical literacy: Meanings, components, responsibilities. International Statistical Review / Revue Internationale de Statistique, 70(1), 1-25. https://doi.org/10.2307/1403713
Gould, R. (2017). Data literacy is statistical literacy. Statistics Education Research Journal, 16(1), 22-25. https://doi.org/10.52041/serj.v16i1.209
Jones, G. A., Thornton, C. A., Langrall, C. W., Mooney, E. S., Perry, B., & Putt, I. J. (2000). A framework for characterizing children's statistical thinking. Mathematical Thinking and Learning, 2(4), 269-307. https://doi.org/10.1207/S15327833MTL0204_3
Khaerunnisa, E., & Pamungkas, A. S. (2017). Profil kemampuan literasi statistis mahasiswa jurusan pendidikan matematika Universitas Sultan Ageng Tirtayasa [Profile of statistical literacy skills of students majoring in mathematics education at Sultan Ageng Tirtayasa University]. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 6(2), 246-255. https://doi.org/10.24127/ajpm.v6i2.970
Kurnia, A. B., Lowrie, T., & Patahuddin, S. M. (2024). The development of high school students’ statistical literacy across grade level. Mathematics Education Research Journal, 36(Suppl 1), 7-35. https://doi.org/10.1007/s13394-023-00449-x
Maryati, I., & Priatna, N. (2018). Analisis kemampuan literasi statistis siswa Madrasah Tsanawiyah dalam materi statistika [Analysis of statistical literacy skills of Madrasah Tsanawiyah students in statistics material]. Journal of Medives: Journal of Mathematics Education IKIP Veteran Semarang, 2(2), 205-212. https://doi.org/10.31331/medives.v2i2.640
McMillan, J. H., & Schumacher, S. (2010). Research in education: Evidence-based inquiry, 7th Edition. MyEducationLab Series.
Memisevic, H., Biscevic, I., & Pasalic, A. (2017). Developmental trends in semantic fluency in preschool children. Cogent Psychology, 4(1), 1403064. https://doi.org/10.1080/23311908.2017.1403064
Mendikbudristek. (2022). Peraturan Menteri Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia Nomor 16 Tahun 2022 Tentang Standar Proses pada Pendidikan Anak Usia Dini, Jenjang Pendidikan Dasar, dan Jenjang Pendidikan Menengah [Regulation of the Minister of Education, Culture, Research and Technology of the Republic of Indonesia Number 16 of 2022 on Process Standards in Early Childhood Education, Primary Education, and Secondary Education Levels]. Kementerian Pendidikan dan Kebudayaan RI.
Mooney, E. S. (2002). A framework for characterizing middle school students' statistical thinking. Mathematical Thinking and Learning, 4(1), 23-63. https://doi.org/10.1207/S15327833MTL0401_2
OECD. (2019). PISA 2018 assessment and analytical framework. https://doi.org/10.1787/b25efab8-en
Ow-Yeong, Y. K., Yeter, I. H., & Ali, F. (2023). Learning data science in elementary school mathematics: A comparative curriculum analysis. International Journal of STEM Education, 10(1), 8. https://doi.org/10.1186/s40594-023-00397-9
Prihastari, E., Sukestiyarno, S., & Kartono, K. (2022). Kajian literasi statistik pada jenjang pendidikan di Indonesia [Study of statistical literacy at the education level in Indonesia]. MENDIDIK: Jurnal Kajian Pendidikan dan Pengajaran, 8(2), 290-299. https://doi.org/10.30653/003.202282.250
Purwati, I., Murtiyasa, B., Kontesa, D. A., & Hakim, L. (2022). Analysis of learning difficulties of mathematics statistics materials in class V elementary school students. Math Didactic: Jurnal Pendidikan Matematika, 8(3), 272-280. http://dx.doi.org/10.33654/math.v8i3.1929
Ridgway, J., Nicholson, J., & McCusker, S. (2011). Developing statistical literacy in students and teachers. In C. Batanero, & Díaz, C. (Ed.), Teaching statistics in school mathematics-challenges for teaching and teacher education (pp. 311-322). Springer. https://doi.org/10.1007/978-94-007-1131-0
Sabbag, A., Garfield, J., & Zieffler, A. (2018). Assessing statistical literacy and statistical reasoning: The REALI instrument. Statistics Education Research Journal, 17(2), 141-160. https://doi.org/10.52041/serj.v17i2.163
Setiawan, E. P. (2019). Analisis muatan literasi statistika dalam buku teks matematika Kurikulum 2013 [Analysis of statistical literacy content in mathematics textbooks Curriculum 2013]. Pythagoras: Jurnal Matematika dan Pendidikan Matematika, 14(2), 163-177. https://doi.org/10.21831/pg.v14i2.28558
Setiawan, E. P. (2021). Literasi statistika dalam kurikulum matematika Sekolah Dasar (SD) 2004-2020: Tinjauan historis dan pengembangannya [Statistical literacy in the 2004-2020 primary school mathematics curriculum: A historical review and its development]. Jurnal Pendidikan dan Kebudayaan, 6(1), 1-20. https://doi.org/10.24832/jpnk.v6i1.1915
Setiawan, E. P., & Sukoco, H. (2021). Exploring first year university students’ statistical literacy: A case on describing and visualizing data. Journal on Mathematics Education 12(3), 427-448. https://doi.org/10.22342/jme.12.3.13202.427-448
Sharma, S. (2017). Definitions and models of statistical literacy: A literature review. Open Review of Educational Research, 4(1), 118-133. https://doi.org/10.1080/23265507.2017.1354313
Siegler, R. S., Duncan, G. J., Davis-Kean, P. E., Duckworth, K., Claessens, A., Engel, M., Susperreguy, M. I., & Chen, M. (2012). Early predictors of high school mathematics achievement. Psychological Science, 23(7), 691-697. https://doi.org/10.1177/0956797612440101
Watson, J., & Callingham, R. (2003). Statistical literacy: A complex hierarchical construct. Statistics Education Research Journal, 2(2), 3-46. https://doi.org/10.52041/serj.v2i2.553
Wildani, J., Triyana, I. W., & Mahmudah, W. (2019). Literasi statistik siswa kelas VIII SMP Negeri 1 Gresik [Statistical literacy of students in class VIII SMP Negeri 1 Gresik]. Vygotsky: Jurnal Pendidikan Matematika dan Matematika, 1(2), 99-110. https://doi.org/10.30736/vj.v1i2.137
Yotongyos, M., Traiwichitkhun, D., & Kaemkate, W. (2015). Undergraduate Students’ Statistical Literacy: A Survey Study. Procedia - Social and Behavioral Sciences, 191, 2731-2734. https://doi.org/10.1016/j.sbspro.2015.04.328