Development of STEM-based Descriptive Statistics Course Modules to Improve Mathematical Literacy

Aprilia Nurul Chasanah, Syita Fatih ‘Adna, Joko Ibrahim, Gunawan Gunawan

Abstract


Abstract: Mathematical literacy skills are very necessary so that students are able to face educational challenges in the cognitive aspect. One thing that has characteristics to answer the demands of 21st century learning is STEM. This study aims to develop a stem-based Descriptive Statistics course module using book creators to improve mathematics literacy skills with good quality that meets valid, practical, and effective. This research is development research using the Plomp model which consists of an initial investigation phase; design phase; realization/construction phase; test, evaluation, and revision phases; and implementation. The subject of this study is a student of the Mathematics Education Study Program at Universitas Tidar for the 2022/2023 academic year. The research instruments used in this research were validation sheets, questionnaires, and research instruments. This module is designed and developed based on the needs of students. After being developed this module was validated by two experts who are competent in their fields. The results of the module validity assessment based on experts are valid with an average of 74.5 with good categories. The practical results are based on student assessments which have a percentage of 56.52% with excellent criteria and 39.13% with good criteria. The statistical significance test of the module is based on test results with a classical average of 92.25 and the percentage of students whose scores are above KKM (≥ 75) is 86.93%. The data analysis results using the Wilcoxon test show that there is an influence of using the STEM learning model on mathematical literacy with a p-value lower than 0.05. The STEM learning model improves the mathematical literacy abilities in the medium category (N-Gain = 0.3889).Therefore, this lecture module is suitable to be used as one of the learning resources for the Descriptive Statistics and meets the quality aspects of validity, practicality, and effectiveness.        

Keywords: module, descriptive statistics, book creator, mathematical literacy.

DOI: http://dx.doi.org/10.23960/jpmipa/v25i1.pp116-126 

Full Text:

PDF

References


Alberta. (2018). Literacy and numeracy progressions. (Online), (https://education.alberta.ca/literacy-and-numeracy/) diakses 27 Agustus 2022.

Basilotta, G. V., Martín, P. M., & García, V.M.R.A. (2017). Project-based learning (pbl) through the incorporation of digital technologies: an evaluation based on the experience of serving teachers. Computers in Human Behavior, 68, S40. https://doi.org/-10.1016/j.chb.2016.11.056.

Bybee, R. B. (2013). The case for STEM education: challenges and opportunities. arlington: national science teachers association, NSTA Press. https://static.nsta.org/pdfs/samples/PB337Xweb.pdf

Cheng, K. (2017). Advancing 21st century competencies in East Asian education systems. Hong Kong: Asia Society Center for Global Education. https://asiasociety.org/files/21st-century-competencies-east-asian-education-systems.pdf

Cheng, Q., Zhang, S., Shi, Q., & Shen, J. (2024). Comparing STEM and Non STEM teachers’ self efcacy in multicultural classrooms: insights from talis 2018 u.s. data. Journal of STEM Education Research. https://doi.org/10.1007/s41979-024-00126-z

Hannover. (2017). Successful K-12 STEM education: Identifying effective approaches in science, technology, engineering, and mathematics. National Academies Press.

House, J. D. (2006). Mathematics Beliefs and Achievement of elementary school students in Japan and the United States: Results from the third international mathematics and science study. The Journal of Genetic Psychology, 167(1), 31-45. https://doi.org/10.3200/GNTP.167.1.31-45 https://nap.nationalacademies.org/catalog/13158/successful-k-12-stem-education-identifying-effective-approaches-in-science

Kementerian Pendidikan dan Kebudayaan. (2017). Gerakan literasi nasional. (Online), (http://gln.kemdikbud.go.id).

Kemp, J. E., Morrison, G. R., & Ross, S. M. (1994). Designing effective instruction. New York: Macmillan College Publishing Company. https://books.google.co.id/books?id=0VqGDwAAQBAJ

Mahmud, M. R. (2019). Literasi numerasi siswa dalam pemecahan masalah tidak terstruktur [Literacy numeracy of students in solving unstructured problems]. KALAMATIKA: Jurnal Pendidikan Matematika, 4(1), 69-88. https://doi.org/10.22236/KALAMATIKA.vol4no1.2019pp69-88

Martin, H. (2007). Mathematical literacy. Making math connection: Using Real -world applications with middle school students.

Nindiasari, H., Fatah, A., Sukirwan, S., & Madadina, M. (2022). E-Module interactive of minimum competency assessment: development and understanding for mathematics teachers. Kreano, Jurnal Matematika Kreatif-Inovatif, 13(2), 339-353.

OECD. (2013). PISA 2012 assessment and analytical framework: Mathematics, reading, science, problem solving, and financial literacy. Paris: OECD Publishing. https://www.oecd.org/pisa/pisaproducts/PISA%202012%20framework%20e-book_final.pdf

OECD. (2013). PISA 2012 results in focus what 15-year-olds know and what they can do with what they know. http://www.oecd.org/pisa/keyfindings/pisa-2012-results-overview.pdf (diakses 20 September 2022).

Ojose, B. (2011). Mathematics literacy: Are we able to put the mathematics we learn into everiday use?. Journal of Mathematics Education, 4(1), 89-100.

Patel, S. R., Margolies, P. J., Covell, N. H., Lipscomb, C., & Dixon, L. B. (2018). Using instructional design, analyze, design, develop, implement, and evaluate, to develop e-learning modules to disseminate supported employment for community behavioral health treatment programs in New York State. Front. Public Health, 6, 1-9. doi: 10.3389/fpubh.2018.00113

Qondias, D., Lasmawan, W., Dantes, N., & Arnyana, I. B. P. (2022). Effectiveness of multicultural problem-based learning models in improving social attitudes and critical thinking skills of elementary school students in thematic instruction. Journal of Education and E-Learning Research, 9(2), 62–70. https://doi.org/10.20448/JEELR.V9I2.3812

Sari, N., Prasetyawati, Y., Sukmaningthias, N., & Simarmata, R. H. (2023). Development of e-worksheet based on realistic mathematics education to support mathematical literacy skills of junior high school students. In E3S Web of Conferences (Vol. 400, p. 03006). EDP Sciences.

Singh, D., Chand, S. P., Kumar, K. K., & Ali, R. (2023). Effectiveness of literacy and numeracy in commerce subjects among secondary schools in Fiji. Journal of Education and Learning, 17(3), 447–454.

Torlakson, T. (2014). Innovate. Califonia: California Dedicated to Education Foundation.

van Laar, E., van Deursen, A. J. A. M., van Dijk, J. A. G. M., & de Haan, J. (2017). The relation between 21st-century skills and digital skills: A systematic literature review. Computers in Human Behavior, 72, 577–588. https://doi.org/10.1016/j.chb.2017.03.010

Widyastuti, W., & Wijaya, A. P. (2020, February). Student’s mathematical literacy: case study in an implementation of PISA type problem-based worksheet context of statistics data of Lampung province. In Journal of Physics: Conference Series (Vol. 1467, No. 1, p. 012075). IOP Publishing.

Yakman, G. & Lee, H. (2012). Exploring the Exemplary STEAM education in the U.S. as a practical educational framework for Korea. J Korea Assoc, Sci, Edu, 32(6), 1072-1086. https://doi.org/10.14697/jkase.2012.32.6.1072


Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Jurnal Pendidikan MIPA

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

View My Stats

Creative Commons License
The copyright is reserved to The Jurnal Pendidikan MIPA that is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.