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  • EXPLORING FIRST YEAR UNIVERSITY STUDENTS’ STATISTICAL LITERACY: A CASE ON DESCRIBING AND VISUALIZING DATA | Setiawan | Journal on Mathematics Education

    EXPLORING FIRST YEAR UNIVERSITY STUDENTS’ STATISTICAL LITERACY: A CASE ON DESCRIBING AND VISUALIZING DATA

    Ezra Putranda Setiawan, Heru Sukoco

    Abstract


    Statistical literacy, which is the ability to use statistics in daily life, is an essential skill for facing society 5.0. This study aims to explore first-year university students’ ability to properly use simple descriptive statistics and data visualization. Qualitative data were collected using a set of questions from 39 undergraduate students. Many students were able to calculate various descriptive statistics, but some of them were still unable to determine suitable statistics to describe the data clearly. Related to data visualization, many students failed to provide a meaningful chart that effectively shows the difference between two groups of data. Students with higher statistical literacy tend to use comparison or variability reasoning to determine the usage of descriptive statistics, and use data-based reason in visualizing the data. Improvement in statistical teaching – both in the university and the secondary school – is needed so that the students can use descriptive statistics and data visualization correctly.


    Keywords


    Statistics Education; Data Visualization; Descriptive Statistics; Qualitative

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    References


    Abidin, Y. (2017). Developing literacy learning model based on multi literacy, integrated, and differentiated concept at primary school. Jurnal Cakrawala Pendidikan, 36(2), 156-166. https:// doi.org/10.21831/cp.v36i2.13283

    Ben-Zvi, D., & Garfield, J. (2004). Statistical literacy, reasoning, and thinking: Goals, definitions, and challenges. In: Ben-Zvi D., Garfield J. (Eds.) The Challenge of Developing Statistical Literacy, Reasoning and Thinking. Springer, Dordrecht. https://doi.org/10.1007/1-4020-2278-6_1

    Boels, L., Bakker, A., Van Dooren, W., & Drijvers, P. (2019). Conceptual difficulties when interpreting histograms: a review. Educational Research Review, 28, 100291. https://doi.org/10.1016/j. edurev.2019.100291

    Campos, T. M. M., Cazorla I. M., & Kataoka V. Y. (2011) Statistics school curricula in Brazil. In: Batanero C., Burrill G., Reading C. (eds) Teaching statistics in school mathematics-challenges for teaching and teacher education. New ICMI Study Series, vol 14. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-1131-0_1

    Chan, S. W., & Ismail, Z. (2013). Assessing misconceptions in reasoning about variability among high school students. Procedia-Social and Behavioral Sciences, 93, 1478-1483. https://doi.org/10. 1016/j.sbspro.2013.10.067

    Chan, S. W., Ismail, Z., & Sumintono, B. (2016). A framework for assessing high school students’ statistical reasoning. PLOS ONE, 11(11), e0163846. https://doi.org/10.1371/journal.pone.0163846

    Chick, H. L., Pfannkuch, M., & Watson, J. M. (2005). Transnumerative thinking: finding and telling stories within data. Curriculum Matters, 1, 87-109.

    Creswell, J. W. (2014). A concise introduction to mixed methods research. London: SAGE Publications.

    Dewi, D. K., Khodijah, S. S., & Zanthy, L. S. (2020). Analisis kesulitan matematik siswa SMP pada materi statistika [Analysis of the mathematical difficulties of junior high school students on statistical material]. Jurnal Cendekia: Jurnal Pendidikan Matematika, 4(1), 1-7. https://doi.org/10. 31004/cendekia.v4i1.148

    Fisher, M. J., & Marshall, A. P. (2009). Understanding descriptive statistics. Australian Critical Care, 22(2), 93–97. https://doi:10.1016/j.aucc.2008.11.003

    Frost, J. (2013) Why statistics is important. The World of Statistics. Retrieved from http://www. worldofstatistics.org/2013/03/04/why-statistics-is-important/

    Funny, R. A., Ghofur, M. A., Oktiningrum, W., & Nuraini, N. L. S. (2019). Reflective thinking skills of engineering students in learning statistics. Journal on Mathematics Education, 10(3), 445-458. https://doi.org/10.22342/jme.10.3.9446.445-458

    Gal, I. (2004). Statistical literacy. In D. Ben-Zvi, & J. Garfield (Eds.), The Challenge of Developing Statistical Literacy, Reasoning and Thinking (pp. 47-78). Dordrecht: Springer. https://doi.org/10.1007/1-4020-2278-6_3

    Gandomi, A., & Haider, M. (2015). Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management, 35(2), 137-144. https://doi.org/10.1016/ j.ijinfomgt.2014.10.007

    Garfield, J., & Ben?Zvi, D. (2007). How students learn statistics revisited: A current review of research on teaching and learning statistics. International Statistical Review, 75(3), 372-396. https://doi.org /10.1111/j.1751-5823.2007.00029.x

    Garfield, J., & DelMas, R. (2010). A web site that provides resources for assessing students' statistical literacy, reasoning and thinking. Teaching Statistics, 32(1), 2-7. https://doi.org/10.1111/j.1467-9639.2009.00373.x

    Garfield, J., Hogg, B., Schau, C., & Whittinghill, D. (2002). First courses in statistical science: The status of educational reform efforts. Journal of Statistics Education, 10(2), 1-14. https://doi.org/10.1080/10691898.2002.11910665

    Gelman, A., & Nolan, D. (2017). Teaching statistics: A bag of tricks. Oxford: Oxford University Press.

    Gould, R. (2017). Data literacy is statistical literacy. Statistics Education Research Journal, 16(1), 22-25. https://iase-web.org/documents/SERJ/SERJ16(1)_Gould.pdf

    Hariyanti, F., & Wutsqa, D.U. (2020). Pengembangan perangkat pembelajaran statistika dan peluang untuk mengembangkan statistical literacy siswa SMP [Developing statistical learning tools and probability to develop statistical literacy for junior high school students]. Jurnal Riset Pendidikan Matematika, 7(1), 46-58. https://doi.org/10.21831/jrpm.v7i1.14997

    Hassan, A., Ghaffar, A., & Zaman, A. (2020). An investigative study on university students’ statistical literacy in Pakistan. Sir Syed Journal of Education & Social Research, 3(1), 159-164. https://doi. org/10.36902/sjesr-vol3-iss1-2020(159-164)

    Hedges, S. (2017). Statistics student performance and anxiety: Comparisons in course delivery and student characteristics. Statistics Education Research Journal, 16(1), 320-336. http://iase-web.org/documents/SERJ/SERJ16(1)_Hedges.pdf

    Huff, D. (1954). How to Lie with Statistics. New York: Norton.

    Ismail, Z., & Chan, S. W. (2015). Malaysian students' misconceptions about measures of central tendency: An error analysis. AIP Conference Proceedings, 1643(1), 93-100. https://doi.org/10.1063/1.4907430

    Jatisunda, M. G., Nahdi, D. S., & Suciawati, V. (2020). Literasi statistika mahasiswa administrasi public [Statistical literacy of public administration students]. SJME (Supremum Journal of Mathematics Education), 4(2), 134-146. https://doi.org/10. 35706/sjme.v4i2.3488

    Jones, G. A., Thornton, C. A., Langrall, C. W., Mooney, E. S., Perry, B., & Putt, I. J. (2000). Mathematical thinking and learning a framework for characterizing children’s statistical thinking. Mathematical Thinking and Learning, 2(4), 269–307. https://doi.org/10.1207/S15327833 MTL0204

    Khaerunnisa, E., & Pamungkas, A. S. (2017). Profil kemampuan literasi statistis mahasiswa jurusan Pendidikan Matematika Universitas Sultan Ageng Tirtayasa [The undergraduate mathematics education students’ profile of Statistical literacy ability at Universitas Sultan Ageng Tirtayasa]. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 6(2), 246-255. http://dx.doi.org/10.24127/ajpm.v6i2.970

    Kim, D. E., Kang, P. L., & Lee, M. H. (2019). Analysis on preservice mathematics teachers' statistical literacy in lesson plan. East Asian Mathematical Journal, 35(4), 429-449. http://dx.doi.org/10. 7858/eamj.2019.036

    Mayring, P. (2000). Qualitative Content Analysis. Forum: Qualitative Social Research, 1(2), Art. 20. https://doi.org/10.17169/fqs-1.2.1089

    Moore, D. S., & Notz, W. I. (2009). Statistics: Concepts and Controversies. New York: Freeman and Company.

    Nolan, D., & Perrett, J. (2016). Teaching and learning data visualization: Ideas and assignments. The American Statistician, 70(3), 260-269. https://doi.org/10.1080/00031305.2015.1123651

    Nurgiyantoro, B., Lestyarini, B., & Rahayu, D. H. (2020). Mapping junior high school students’ functional literacy competence. Jurnal Cakrawala Pendidikan, 39(3), 560-572. https://doi.org/ 10.21831/cp.v39i3.34061

    Ridgway, J. (2016). Implications of the data revolution for statistics education. International Statistical Review, 84(3), 528-549. https://doi.org/10.1111/insr.12110

    Ridgway, J., Nicholson, J., & McCusker, S. (2011). Developing statistical literacy in students and teachers. In Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education (pp. 311-322). Dordrecht: Springer. https://doi.org/10.1007/978-94-007-1131-0_30

    Rivera, R., Marazzi, M., & Torres-Saavedra, P. A. (2019). Incorporating open data into introductory courses in statistics. Journal of Statistics Education, 27(3), 198-207. https://doi.org/10.1080/ 10691898.2019.1669506.

    Rodríguez, M. T., Nunes, S., & Devezas, T. (2015). Telling stories with data visualization. In Proceedings of the 2015 Workshop on Narrative & Hypertext (pp. 7-11).

    Rumsey, D. J. (2002). Statistical literacy as a goal for introductory statistics courses. Journal of Statistics Education, 10(3), 1-12. https://doi.org/10.1080/10691898.2002.11910678

    Sánchez, E., da Silva, C. B., & Coutinho, C. (2011) Teachers’ Understanding of Variation. In: Batanero C., Burrill G., Reading C. (eds) Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education. New ICMI Study Series, vol 14. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-1131-0_22

    Schield, M. (2004). Statistical literacy curriculum design. IASE Curriculum Design Roundtable. Retrieved from http://www.StatLit.org/pdf/2004SchieldIASE.pdf

    Sabbag, A., Garfield, J., & Zieffler, A. (2018). Assessing statistical literacy and statistical reasoning. Statistics Education Research Journal, 17(2), 141-160. https://iase-web.org/documents/SERJ/SERJ17(2)_Sabbag.pdf

    Setiawan, E. P. (2019). Analisis muatan literasi statistika dalam buku teks matematika Kurikulum 2013 [Statistical literacy content analysis in 2013 Curriculum mathematics textbooks]. Pythagoras: Jurnal Pendidikan Matematika, 14(2), 163-177. https://doi.org/10.21831/pg. v14i2.28558

    Setiawan, E. P. (2020). Introducing statistical inference to senior high school students: A textbook analysis. Journal of Physics: Conference Series, 1663(1), 012014. https://doi.org/10.1088/1742-6596/1663/1/012014

    Setiawan, E.P. (2021). Literasi Statistika dalam Kurikulum Matematika Sekolah Dasar (SD) 2004-2020: Tinjauan Historis dan Pengembangannya [Statistical Literacy in Elementary School Mathematics Curriculum 2004-2020: Historical Review and Its Development]. Jurnal Pendidikan dan Kebudayaan, 6(1), 1-20. https://doi.org/10.24832/jpnk.v6i1.1915

    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

    Sotos, A. E. C., Vanhoof, S., den Noortgate, V.W., & Onghena, P. (2007). Students’ misconceptions of statistical inference: A review of the empirical evidence from research on statistics education. Educational Research Review, 2(2), 98-113. https://doi.org/10.1016/j.edurev.2007. 04.001

    Suhermi, S. & Widjajanti, D. B. (2020). What are the roles of technology in improving student statistical literacy?. Journal of Physics: Conference Series, 1581(1), 012067. https://doi.org/10.1088/1742-6596/1581/1/012067

    Sutarso, T. (1992). Some variables in relation to students’ anxiety in learning statistics. Paper presented at the Annual Meeting of the Mid-South Educational Research Association, Knoxville 1992, November 11-13.

    Takaria, J., & Talakua, M. (2018). The ability of statistical literacy student teacher candidate in terms of prior-ability on mathematics. Jurnal Kependidikan: Penelitian Inovasi Pembelajaran, 2(2), 395-408. https://doi.org/10.21831/jk.v2i2.18768

    Tiro, M. A. (2018). National Movement for Statistical Literacy in Indonesia: An Idea. Journal of Physics: Conference Series, 1028(1), 012216. https://doi.org/10.1088/1742-6596/1028/1/012216

    Tiro, M. A., Ruliana, R., & Aswi, A. (2020). Eksplorasi literasi statistika deskriptif mahasiswa program studi Statistika Universitas Negeri Makassar dalam suasana pembelajaran daring akibat darurat Covid-19 [Exploration of descriptive statistical literacy for Statistics undergraduate students at Universitas Negeri Makassar in an online learning atmosphere due to the Covid-19 situation]. In Seminar Nasional Variansi (Venue Artikulasi-Riset, Inovasi, Resonansi-Teori, dan Aplikasi Statistika) (pp. 149-159). Makassar: Program Studi Statistika, FMIPA Universitas Negeri Makassar. https://ojs.unm.ac.id/variansistatistika/article/view/19497/pdf

    Waal-Montgomery, M. D. (2016). World’s data volume to grow 40% per year & 50 times by 2020 Aureus. Retrieved from https://e27.co/worlds-data-volume-togrow-40-per-year-50-times-by-2020-aureus-20150115-2/.

    Watson, J., & Callingham, R. (2003). Statistical literacy: A complex hierarchical construct. Statistics Education Research Journal, 2(2), 3–46.

    Watson, J. M. (2003). Statistical literacy at the school level: What should students know and do. The Bulletin of The International Statistical Institute, Berlim, 54, 1-4. https://iase-web.org/documents/papers/isi54/3516.pdf

    Weiland, T. (2017). Problematizing statistical literacy: An intersection of critical and statistical literacies. Educational Studies in Mathematics, 96(1), 33-47. https://doi.org/10.1007/s10649-017-9764-5

    Widjajanti, D. B., Listyani, E., Susanti, M., & Setyaningrum, W. (2017). Examining Prospective Teachers’ Mathematical Communication Skills in Statistics. In 1st Annual International Conference on Mathematics, Science, and Education (ICoMSE). Atlantis Press. https://doi.org/10.2991/icomse-17.2018.41

    Wild, C. J., & Pfannkuch, M. (1999). Statistical thinking in empirical enquiry. International Statistical Review, 67(3), 223-248. https://doi.org/10.1111/j.1751-5823.1999.tb00442.x

    Wolfe, J. (2015). Teaching students to focus on the data in data visualization. Journal of Business and Technical Communication, 29(3), 344-359. https://doi.org/10.1177/1050651915573944

    Yaqoob, I., Hashem, I. A. T., Ahmed, A., Kazmi, S. A., & Hong, C. S. (2019). Internet of things forensics: Recent advances, taxonomy, requirements, and open challenges. Future Generation Computer Systems, 92, 265-275. https://doi.org/10.1016/j.future.2018.09.058

    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

    Yusuf, Y., Titat, N., & Yuliawati, T. (2017). Analisis hambatan belajar (learning obstacle) siswa SMP pada materi statistika [Analysis of learning obstacles for junior high school students on statistical material]. Aksioma: Jurnal Matematika dan Pendidikan Matematika, 8(1), 76-86. https://doi.org/10.26877/aks.v8i1.1509

    Zaidan, A., Ismail, Z., Yusof, Y. M., & Kashefi, H. (2012). Misconceptions in descriptive statistics among postgraduates in social sciences. Procedia-Social and Behavioral Sciences, 46, 3535-3540. https://doi.org/10.1016/j.sbspro.2012.06.100

    Ziegler, L. & Garfield, J. (2017). Developing a statistical literacy assessment for the modern introductory statistics course. Statistics Education Research Journal. 17(2), 161-178. http://iase-web.org/documents/SERJ/SERJ17(2)_Ziegler.pdf




    DOI: https://doi.org/10.22342/jme.12.3.13202.427-448

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    Journal on Mathematics Education
    Doctoral Program on Mathematics Education
    Faculty of Teacher Training and Education, Universitas Sriwijaya
    Kampus FKIP Bukit Besar
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    Palembang - 30139
    email: jme@unsri.ac.id

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