PROSES LITERASI STATISTIKA CALON GURU MATEMATIKA DITINJAU DARI PENGETAHUAN AWAL

Gunawan Gunawan(1*), Joko Purwanto(2), Fitrianto Eko Subekti(3), Swaditya Rizki(4),

(1) (Scopus ID: 57212394473) Universitas Muhammadiyah Purwokerto
(2) Universitas Muhammadiyah Purwokerto
(3) Universitas Muhammadiyah Purwokerto
(4) Universitas Muhammadiyah Metro Lampung
(*) Corresponding Author


Abstract


Literacy skills are important for prospective mathematics teachers in 21st century education, especially in the field of statistics. The purpose of the research was to describe the statistical literacy process based on initial knowledge. The subjects of the study were 50 students of Mathematics Education at the Universitas Muhammadiyah Metro Lampung and the Universitas Muhammadiyah Purwokerto. The research applies a descriptive qualitative method. Data collection used literacy test instruments and in-depth interview guidelines. Based on the results of previous knowledge tests, subjects were grouped into three categories of high, medium, and low. Each category was taken by one person as an informant with purposive sampling techniques. The data analysis technique is carried out with the stages of data reduction, presentation, and final conclusion. The mathematical literacy process includes the stages of data orientation, data processing, and data interpretation. The results of the study prove that students in the early and medium knowledge categories are able to detail activities at the stages of data orientation, processing, and interpretation. Identifying information and main problems is the key for the student to process the data. At the end of the answer, the student is in the high category and is giving a final conclusion and examination of the answer. In contrast to students in the low initial knowledge category, mistakes made in data orientation resulted in errors in applying mathematical concepts. Thus, the process stage and interpretation of data cannot be fulfilled correctly. The results of the study have a positive impact on the mathematical thinking process to solve contextual problems.


Keywords


Statistical literacy; prior knowledge; thinking process

References


Aksoy, E. Ç., & Bostan, M. I. (2021). Seventh graders’ statistical literacy: An investigation on bar and line graphs. International Journal of Science and Mathematics Education, 19(2),

–418. https://doi.org/10.1007/s10763-020- 10052-2

Brod, G. (2021). Toward an understanding of when prior knowledge helps or hinders learning. npj Science of Learning, 6(1),

https://doi.org/10.1038/s41539-021- 00103-w

Callingham, R., & Watson, J.M. (2017). The development of statistical literacy at school. Statistics

Education Research Journal, 16(1), 181–201.

https://doi.org/10.52041/serj.v16i1.223

Carmichael, C., & Hay, I. (2010). Developmental Changes in Australian School Students’ Interest for Statistical Literacy. International Association of Statistical Education, 8(11), 8–11.

Gal, I. (2019). Understanding statistical literacy: About knowledge of contexts and

Fitri, I., Setyaningrum, W., & Pulungan, D. A. (2023). Fenomena literasi statistik pada pembelajaran matematika siswa SMA di Lhokseumawe Aceh. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(2), 1927-

https://doi.org/10.24127/ajpm.v12i2.700 0

Forgasz, H., Hall, J., & Robinson, T. (2022). Evaluating pre-service teachers’ statistical literacy capabilities. Mathematics Education Research Journal, 36(1), 231–258.

https://doi.org/10.1007/s13394-22-

-6

Gunawan, G., Asriani, N. W., Kumala, F. Z., Akhsani, L., & Rohmawati, S. (2022). Karakteristik kemampuan literasi statistika siswa dalam menyelesaikan masalah model PISA. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(3), 2282-2295.

https://doi.org/10.24127/ajpm.v11i3.544 3

Hafiyusholeh, M. (2015). Literasi Statistik dan Urgensinya Bagi Siswa. Wahana, 64(1), 1–8.

https://doi.org/10.36456/wahana.v64i1. 531

Hasanuddin, M. I. (2020). Pengetahuan Awal (prior knowledge): konsep dan implikasi dalam pembelajaran. Edisi, 2(2), 217-

Islami, R. E., Sari, I. J., Sjaifuddin, S., Nurtanto, M., Ramli, M., & Siregar, A. (2019). An Assessment of Pre-service Biology Teachers on Student Worksheets Based on Scientific Literacy. Journal of Physics: Conference Series, 1155,

https://doi.org/10.1088/1742- 6596/1155/1/012068

Jalajakshi, V., & Myna, A.N. (2022). Importance of Statistics to Data Science. Global Transitions

Proceedings

Kurnia, A. B., Lowrie, T., & Patahuddin, S.

M. (2023). The development of high school students’ statistical literacy across grade level. Mathematics Education Research Journal, 36(1), 7-

https://doi.org/10.1007/s13394-023- 00449-x

Maulidya, S. R., & Saputri, N. I. (2016). Mengapa Siswa Menghadapi Kesulitan

dalam Belajar Matematika?. Seminar Nasional Matematika Dan Pendidikan Matematika UNY, 475–480

Nurtanto, M., Sofyan, H., Fawaid, M., & Rabiman, R. (2019). Problem-Based Learning (PBL) in Industry 4.0: Improving Learning Quality through Character-Based Literacy Learning and Life Career Skill (LL-LCS). Universal Journal of Educational Research, 7(11), 2487–2494.

https://doi.org/10.13189/ujer.2019.0711 28

Pamungkas, A. S., & Khaerunnisa, E. (2020). The analysis of student's statistical literacy based on prior knowledge and mathematical self esteem. Journal for the Mathematics Education and Teaching Practices, 1(1), 43-51.

Panggabean, R. F. S. B., & Tamba, K. P. (2020). Kesulitan belajar matematika: analisis pengetahuan awal. JOHME: Journal of Holistic Mathematics Education, 4(1), 17.

https://doi.org/10.19166/johme.v4i1.209 1

Payung, L. M., Ramadhan, A., & Budiarsa, I. M. (2016). Pengaruh pengetahuan awal, kecerdasan emosional, dan motivasi belajar terhadap hasil belajar IPA siswa kelas VIII SMP Negeri 3 Parigi. Mitra Sains, 4(3), 59-67

Rahmatina, D., & Zaid, N. M. (2019). students’ mısconceptıons ın ınterpretıng the mean of the data presented ın a bar graph. International Journal of Insights for Mathematics Teaching (IJOIMT), 2(1), 57–74

Retnawati, H., Hidayati, K., Apino, E., Rafi, I., & Rosyada, M. N. (2024). Exploring Influential Factors and Conditions Shaping Statistical Literacy Among Undergraduate Students in Mathematics Education. International Journal of Cognitive Research in Science, Engineering and Education, 12(1), 1-17. https://doi.org/10.23947/2334-8496-

-12-1-1-17

Risqi, E. N., & Setianingsih, R. (2021). Statistical Literacy of Secondary School Students in Solving Contextual Problems Taking into Account the Initial Statistical Ability. Pi: Mathematics Education Journal, 4(1), 43–54. https://doi.org/10.21067/pmej.v4i1.5285 Salinas-Vasquez, L., Varela, D. G., Martinez,

M.E. & Jones, D. (2020). A comparative study of the 21st Century Afterschool Center on Education in elementary schools in south Texas. Research in Educational Policy and Management (REPAM), 2(2), 19-37.

https://doi.org/10.46303/repam.2020.2 Schield, M. (2011). Statistical literacy: A

New Mission for Data Producers. Statistical Journal of the IAOS, 27(3), 173–183. https://doi.org/10.3233/SJI-

-0732

Schield, M. (2016). GAISE 2016 promotes statistical literacy. Statistics Education Research Journal, 16(1), 46-50.

https://doi.org/10.52041/serj.v16i1.214 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),

–448.

https://doi.org/10.22342/JME.12.3.1 3202.427-448

Sharma, S. (2017). Definitions and models of statistical literacy: a literature review. Open Review of Educational Research, 4(1), 118– 133.

https://doi.org/10.1080/23265507.20 17.1354313

Shing, Y. L., & Brod, G. (2016). Effects of prior knowledge on memory: Implications for education. Mind, Brain, and Education, 10(3), 153-161.

https://doi.org/10.1111/mbe.12110 Simonsmeier, B. A., Flaig, M., Deiglmayr,

A., Schalk, L., & Schneider, M. (2022). Domain-specific prior knowledge and

learning: A meta-analysis. Educational psychologist, 57(1), 31-54.

https://doi.org/10.1080/00461520.2021. 1939700

Sproesser, U., Kuntze, S., & Engel, J. (2014). A multilevel perspective on factors influencing students’ statistical literacy. In Proceedings of the Ninth International Conference on Teaching Statistics: Sustainability in Statistics Education. Voorburg, The Netherlands: International Association for Statistical Education.[Online: iase-web. org/icots/9/proceedings/pdfs/ICOTS9_7 E2_SPROESSER. pdf].

Sukestiyarno, Y.L. (2020). Metode Penelitian Pendidikan. Semarang: UNNES Press.

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

Utomo, D. P. (2021). An Analysis of the Statistical Literacy of Middle School Students in Solving TIMSS Problems. International Journal of Education in Mathematics, Science and Technology, 9(2), 181-197.

https://doi.org/10.46328/ijemst.1552 Wang, X. S., Perry, L. B., Malpique, A., &

Ide, T. (2023). Factors predicting mathematics achievement in PISA: A systematic review. Large-Scale Assessments in Education, 11(1), 24. https://doi.org/10.1186/s40536-023- 00174-8

Yang, J. C., & Quadir, B. (2018). Effects of prior knowledge on learning performance and anxiety in an English learning online role-playing game. Journal of Educational Technology & Society, 21(3), 174-185.

Ziegler, L., & Garfield, J. (2018). developing a statistical literacy assessment for the modern introductory statistics course.

Statistics Education Research Journal, 17(2), 161-178.

https://doi.org/10.46303/repam.2020.2




DOI: http://dx.doi.org/10.24127/ajpm.v14i4.14119

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