DAPIC Problem-solving Process Towards Elementary Students’ Statistical Literacy

Authors

DOI:

https://doi.org/10.23887/jpiundiksha.v12i4.67310

Keywords:

DAPIC Problem Solving Process, Statistical Literacy, Primary School Students

Abstract

Statistical literacy emphasizes the ability to read, interpret, understand, communicate, and critically analyze information data in the current century. Students' statistical literacy skills in elementary schools are considered insufficient. The reason is the limited problem-solving process on statistical literacy material. This research is to solve problems regarding elementary school students' statistical literacy by using the DAPIC problem-solving process (Define, Assess, Plan, Implement, and Communicate). An experimental method with pretest-posttest control group design was used on 38 elementary school students. The instrument used was a statistical literacy test analyzed using the Aiken V formula. The results of the study provided an average N-Gain value in the moderate category, which is less than equal to 0.3-0.7. The Wilcoxon test shows a value of 0.002, so there is an average difference between the two classes. Thus, the DAPIC problem-solving process positively impacts elementary school students' statistical literacy.

References

Abdulah, Y., Winarti, E. R., & ... (2022). Kemampuan berpikir kritis pada pembelajaran DAPIC problem-solving dengan pendekatan realistic mathematics education (RME). PRISMA, Prosiding Seminar Nasional Matematika, 5, 606–611. https://journal.unnes.ac.id/sju/index.php/prisma/article/view/54697.

Abidin, Z., Utomo, A. C., Pratiwi, V., & Farokhah, L. (2020). Project based learning - literacy in improving students’ mathematical reasoning abilities in elementary schools. JMIE (Journal of Madrasah Ibtidaiyah Education), 4(1), 39. https://doi.org/10.32934/jmie.v4i1.170.

Aiken, L. R. (1985). Three coefficients for analyzing the reliability and validity of ratings, educational and psychological measurument. Educational and Psychological Measurement, 45(1), 131–142.

Aoyama, K., & Stephens, M. (2003). Graph interpretation aspects of statistical literacy: A japanese perspective. Mathematics Education Research Journal, 15(3), 207–225. https://doi.org/10.1007/BF03217380.

CeMaST, Craine, T. V, & Butts, T. R. (1998). IMaST at a glance: Integrated mathematics, science, and technology. 3.

Danardono, Kristiyanto, A., Purnama, S. K., Tomoliyus, & Ariani, N. (2022). Reactive agility instruments in karate kumite: Aiken validity. International Journal of Human Movement and Sports Sciences, 10(3), 446–452. https://doi.org/10.13189/saj.2022.100311.

Emilia, N. R., & Amir, M. F. (2022). Treffinger learning to enhance statistical literacy primary student. Jurnal Pendidikan Indonesia, 11(3), 522–532. https://doi.org/https://doi.org/10.23887/jpiundiksha.v11i3.46115.

English, L. D. (2018). Young children’s statistical literacy in modelling with data and chance. Statistics in Early Childhood and Primary Education: Supporting Early Statistical and Probabilistic Thinking, 295–313. https://doi.org/10.1007/978-981-13-1044-7_17.

Ezra Putranda Setiawan. (2021). Statistical literacy in primary school mathematics curricula: Historical review and development. Jurnal Pendidikan Dan Kebudayaan, 6(1), 1–20. https://doi.org/10.24832/jpnk.v6i1.1915.

Fadillah, F., & Munandar, D. R. (2021). Analisis kemampuan literasi statistis dalam pembelajaran matematika di masa pandemi. JPMI (Jurnal Pembelajaran Matematika Inovatif), 4(5), 1157–1168. https://doi.org/10.22460/jpmi.v4i5.1157-1168.

Guven, B., Baki, A., Uzun, N., Ozmen, Z. M., & Arslan, Z. (2021). Evaluating the statistics courses in terms of the statistical literacy: Didactic pathways of pre-service mathematics teachers. International Electronic Journal of Mathematics Education, 16(2), em0627. https://doi.org/10.29333/iejme/9769.

Hafiyusholeh, M., Budayasa, K., & Siswono, T. Y. E. (2018). Statistical literacy: High school students in reading, interpreting and presenting data. Journal of Physics: Conference Series, 947(1). https://doi.org/10.1088/1742-6596/947/1/012036.

Hake, R. R. (1998). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses. American Journal of Physics, 66(1), 64–74. https://doi.org/10.1119/1.18809.

Handayani, D., Anwar, Y. A. S., Junaidi, E., & Hadisaputra, S. (2022). Pengembangan modul pembelajaran kimia materi asam basa berbasis problem based learning (PBL) untuk meningkatkan motivasi belajar siswa. Chemistry Education Practice, 5(1), 107–114. https://doi.org/10.29303/cep.v5i1.2765.

Hariyanti, F., & Wutsqa, D. U. (2020). Pengembangan perangkat pembelajaran statistika dan peluang untuk mengembangkan statistical literacy siswa SMP. Jurnal Riset Pendidikan Matematika, 7(1), 46–58. https://doi.org/10.21831/jrpm.v7i1.14997.

Hassan, A., Dr. Abdul Ghaffar, & Dr. Amir Zaman. (2020). An investigative study on university students’ statistical literacy in Pakistan. Sjesr, 3(1), 159–164. https://doi.org/10.36902/sjesr-vol3-iss1-2020(159-164).

Johannis Takaria & Melvie Talakua. (2018). Kemampuan literasi statistik mahasiswa calon guru ditinjau dari kemampuan awal matematika. Jurnal Kependidikan, Volume 2(2), 395–408. https://doi.org/http://dx.doi.org/10.21831/jk.v2i2.18768.

Kemendikbud, P. P. K. P. dan K. B. (2017). Kelengkapan dan kelayakan buku teks kurikulum 2013 serta kebijakan penumbuhan minat baca siswa. In Pusat Penelitian Kebijakan Pendidikan dan Kebudayaan. Pusat Penelitian Kebijakan Pendidikan dan Kebudayaan pada tahun 2016.

Koparan, T. (2015). The effect of project-based learning on students’ statistical literacy. International Journal of Mathematical Education in Science and Technology, 46(5), 658–686. https://doi.org/http://dx.doi.org/10.1080/0020739X.2014.995242.

Kurnia, A. B., Lowrie, T., & Patahuddin, S. M. (2023). The development of high school students’ statistical literacy across grade level. Mathematics Education Research Journal, 0123456789. https://doi.org/10.1007/s13394-023-00449-x.

Mandap, C. M. (2016). Examining gender differences in statistics anxiety among college students. International Journal of Education and Research, 4(6), 357–366. https://doi.org/http://www.ijern.com/journal/2016/April-2016/35.pdf.

Masfingatin, T., & Suprapto, E. (2020). Student’s statistical literacy skills based on the reflective and impulsive cognitive styles. Al-Jabar : Jurnal Pendidikan Matematika, 11(2), 273–286. https://doi.org/10.24042/ajpm.v11i2.6902.

Masjaya, M., Waluyo, B., & Wardono, W. (2022). Mathematics literacy based on students’ self-efficacy by DAPIC problem-solving realistic approach with EDMODO-assisted. Journal of Mathematics Educational Research, 11(1), 34–41. https://journal.unnes.ac.id/sju/index.php/ujmer/article/view/50679.

Meier, S. L., Hovde, R. L., & Meier, R. L. (1996). Problem solving: Teachers’ perceptions, content area models, and interdisciplinary connections. School Science and Mathematics, 96(5), 230–237. https://doi.org/10.1111/j.1949-8594.1996.tb10234.x.

Meltzer, D. E. (2002). The relationship between mathematics preparation and conceptual learning gains in physics: A possible “hidden variable” in diagnostic pretest scores. American Journal of Physics, 70(12), 1259–1268. https://doi.org/10.1119/1.1514215.

Nahdi, D. S., Jatisunda, M. G., Cahyaningsih, U., Kurino, Y. D., Juliar, E., & Bilda, W. (2021). Statistical literacy analysis of pre-service elementary teachers education. Journal of Physics: Conference Series, 1764(1). https://doi.org/10.1088/1742-6596/1764/1/012126.

Nurdianti, R., Prihantoro, C. R., & Nuryadin, I. (2022). Kemampuan literasi matematika siswa SD melalui metode team quiz berbantuan media konkret ditinjau dari kemampuan awal matematika. Jurnal Ilmiah Pendidikan Profesi Guru, 4(3), 457–466. https://doi.org/10.23887/jippg.v4i3.40034.

Oktaviyanthi, R., & Agus, R. N. (2019). Eksplorasi kemampuan pemecahan masalah berdasarkan kategori proses literasi matematis. Jurnal Pendidikan Matematika, 13(2), 163–184. https://doi.org/10.22342/jpm.13.2.7066.163-184.

Paramita, L. W., Waluya, S. B., & Masrukan, M. (2019). Peran DAPIC problem solving process dalam PBL pada pencapaian kemampuan pemecahan masalah matematis siswa berdasarkan adversity quotient. Prosiding Seminar Nasional Pascasarjana (PROSNAMPAS), 1013–1019. https://proceeding.unnes.ac.id/index.php/snpasca/article/view/407.

Priyambodo, S., & Maryati, I. (2019). Peningkatan kemampuan literasi statistis melalui model pembelajaran berbasis proyek yang dimodifikasi. Mosharafa: Jurnal Pendidikan Matematika, 8(2), 273–284. https://doi.org/10.31980/mosharafa.v8i2.496.

Purwadi, I. M. A. (2021). Students’ statistical literacy through lab school car model in STEM activity. Journal of Physics: Conference Series, 1957(1). https://doi.org/10.1088/1742-6596/1957/1/012019.

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. https://doi.org/https://doi.org/10.33654/math.v8i3.1929.

Risnanosanti, & Ristontowi. (2019). Developing students’ mathematical literacy through DAPIC problem solving process. Journal of Physics: Conference Series, 1321(2). https://doi.org/10.1088/1742-6596/1321/2/022125.

Rohayati, S., Agustini, A., & Abdullah, A. A. (2020). Teaching an undergraduate statistics class in digital era. Proceeding International Conference on Science and Engineering, 3(April), 371–373. https://doi.org/10.14421/icse.v3.530.

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. Pythagoras: Jurnal Pendidikan Matematika, 14(2), 163–177. https://doi.org/10.21831/pg.v14i2.28558.

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

Sugiyono, D. (2013). Metode Penelitian Kuantitatif, Kualitatif, dan Tindakan.

Sumirattana, S., Makanong, A., & Thipkong, S. (2017). Using realistic mathematics education and the DAPIC problem-solving process to enhance secondary school students’ mathematical literacy. Kasetsart Journal of Social Sciences, 38(3), 307–315. https://doi.org/10.1016/j.kjss.2016.06.001.

Takaria, J., & Rumahlatu, D. (2016). The effectiveness of CPS-ALM model in enhancing statistical literacy ability and self concept of elementary school student teacher. Journal of Education and Practice, 7(25), 44–49. https://eric.ed.gov/?id=EJ1115857.

Tiro, M. A. (2018). National movement for statistical literacy in Indonesia: An idea. Journal of Physics: Conference Series, 1028(1). https://doi.org/10.1088/1742-6596/1028/1/012216.

Trianawaty Anwar, N., Budi Waluya, S., Pascasarjana Unnes, K., & Kelud, J. (2018). Unnes journal of mathematics education research abilities of mathematical literacy based on self-confidence in problem based learning with DAPIC problem-solving process. Unnes Journal of Mathematics Education Research, 7(2), 152–160. https://journal.unnes.ac.id/sju/index.php/ujmer/article/view/25512.

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.

Wahab, A., Mahmud, A., & Tiro, M. A. (2018). The effectiveness of a learning module for statistical literacy. New Educational Review, 53(3), 187–200. https://doi.org/10.15804/tner.2018.53.3.16.

Wallman, K. K. (1993). Enhancing statistical literacy: Enriching our society. Journal of the American Statistical Association, 88(421), 1–8. https://doi.org/10.2307/2290686.

Wulandari, I. P., Rochmad, R., & Sugianto, S. (2020). Integrated between DAPIC problem solving model and RME approach to enhance critical thinking ability and self confidence. Anatolian Journal of Education, 5(2), 73–84. https://doi.org/10.29333/aje.2020.526a.

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/10.52041/serj.v17i2.164.

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2023-12-23

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