The Development of Statistic Instructional Materials for Integrated Student about Electronic Publishing Based Statistical Literacy

Oktaviana Ainun Ratnawati, Tatag Yuli Eko Siswono, Pradnyo Wijayanti

Abstract


Good instructional materials are arranged systematically and they enable students to learn independently, up to date, easily digestible and designed in accordance with the applicable curriculum. This research aimed to determine the process and results of the development of integrated statistical instructional materials EPUB-based statistical literacy properly (valid, practical, and effective) and to determine whether there were significant differences between the pretest-posttest results. The type of research used was Research and Development (R&D) with the ADDIE type development model. The subjects in this research were 53 students of the mathematics education study program at Universitas Palangkaraya (UPR) and 41 students of the PGSD study program at Universitas Mushammadiyah Palangkaraya (UMPR). Data analysis used T-test and N-Gain test. The research results obtained were as follows: (1) The instructional materials developed contained statistical literacy and multimedia based, namely EPUB (2) The average validity obtained from the validator's assessment was 89.42% very valid of 89.42% (3) The average percentage of student responses to EPUB-based statistical literacy integrated instructional materials was 89.82%. Overall, instructional materials were in the very practical category. (4) student learning completeness reached 80.76%, there were 30 of 31 UPR students completed and student learning completeness reached 78, 80%, there were 22 UMPR students completed and it can be concluded that the use of EPUB was effective. (5) Furthermore, a significant difference can be seen from the UPR average of the experiment class posttest was 84.23 while the posttest control class was 61.23. It means that the post-test results of the experiment class were higher than the post-test results of the control class with a difference of 23 and the result of the N-gain score for the experiment class is 56.3% while the control class is only 4.24%. Meanwhile, a significant difference can also be seen from the average UMPR of the posttest experiment class was 78.14 while the posttest control class was 63.00. It means that the post-test results of the experiment class were higher than the post-test results of the control class with a difference of 15.14 and the results of the N-gain score for the experiment class are 56% while the control class was only 10%.


Keywords


Electronic Publishing; Statistical Literacy; Development

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References


Allwright, R. L. (1981). What do lve want teaching materials for ? ELT Journal, 36(1), 5–18. https://doi.org/https://doi.org/10.1093/elt/36.1.5

Ananiadou, K., & Claro, M. (2009). 21st century skills and competences for new millennium learners in OECD countries

Anderson, B. L., Gigerenzer, G., Parker, S., & Schulkin, J. (2014). Statistical literacy in obstetricians and gynecologists. Journal for Healthcare Quality, 36(1), 5–17. https://doi.org/https://doi.org/10.1111/j.1945-1474.2011.00194.x

Annur, M. F., & Hermansyah. (2020). Analisis kesulitan mahasiswa pendidikan matematika dalam pembelajaran daring pada masa pandemi covid-19. Paedagoria: Jurnal Kajian, Penelitian Dan Pengembangan Kependidikan, 11(2), 195–201. https://doi.org/10.31764

Atsani, K. L. G. M. Z. (2020). Transformasi media pembelajaran pada masa pandemi covid-19. Al-Hikmah: Jurnal Studi Islam, 1(1), 82–93. https://doi.org/https://doi.org/10. 21009/jtp.v22i1.15286

Beal, C. R., & Rosenblum, L. P. (2018). Evaluation of the effectiveness of a tablet computer application (App) in helping students with visual impairments solve mathematics problems. Journal of visual impairment & blindness, 112(1), 5-19.

Ben-Zvi, D., & Garfield, J. (2004). Statistical literacy, reasoning, and thinking: Goals, definitions, and challenges. The Challenge of Developing Statistical Literacy, Reasoning and Thinking, 3–15. https://doi.org/10.1007/1-4020-2278-6_1

Best, Joel (2001). Damned Lies and Statistics: Untangling Numbers from the Media, Politicians, and Activists. University of California Press.

Best, Joel (2004). More Damned Lies and Statistics: How Numbers Confuse Public Issues. University of California Press

Brase, C. H., & Brase, C. P. (2013). Understanding basic statistics. Cengage Learning

Bulusan, F. (2019). Selecting potential instructional materials for literature teaching in the 21 st century milieu : Findings from a systematic review of literature. Asian EFL Journal Research Articles, 21(2), 218–231.

Chang, H. P., & Hung, J. C. (2018). Comparison of the features of EPUB e-book and SCORM e-learning content model. International Journal of Distance Education Technologies, 16(2), 1–17. https://doi.org/10.4018/IJDET.2018040101

de Lange, J. (2006). Mathematical literacy for living from OECD-PISA perspective. http://beteronderwijsnederland.net/files/active/0/De%20Lange%20ML%202006.pdfAccessed 17/01/2011

Duarte, F. P. (2013). Conceptions of good teaching by good teachers: Case studies from an Australian university. Journal of University Teaching & Learning Practice, 10(1), 1–15. http://ro.uow.edu.au/jutlphttp://ro.uow.edu.au/jutlp/vol10/iss1/5

Farah, B., & Nasution, R. D. (2020). Analisis perubahan orientasi pola hidup mahasiswa pasca berakhirnya masa pandemi covid-19. Jurnal Noken: Ilmu-Ilmu Sosial, 5(2), 23–36. https://doi.org/10.33506/jn.v5i2.968

Ferligoj, A. (2015). How to improve statistical literacy? Metodoloski Zvezki, 12(1), 1–10.

Gal, I. (2002). Adults’ statistical literacy : Meaning , components, responsibilities. International Statistical Review, 70(1), 1–25. https://doi.org/https://doi.org/10.1111/j.1751-5823.2002.tb00336.x

Gall, M. D., Borg, W. R., & Gall, J. P. (1996). Educational research: An introduction. Longman Publishing.

Gallo, G., & Trompetto, M. (2020). The effects of covid-19 on academic activities and surgical education in Italy. Journal of Investigative Surgery, 0(0), 1–2. https://doi.org/10.1080/08941939.2020.1748147

Garfield, J., delMas, R., & Zieffler, A. (2010). Assessing important learning outcomes in introductory tertiary statistics courses. In Bidgood, P., Hunt, N., & Jolliffe, F. (Eds.), Assessment methods in statistical education (pp. 75-86). John Wiley & Sons, Ltd

Herliandry, L. D., Nurhasanah, Suban, M. E., & Kuswanto, H. (2020). Pembelajaran pada masa pandemi covid-19. Jurnal Teknologi Pendidikan, 22(1), 65–70. https://doi.org/https://doi.org/10. 21009/jtp.v22i1.15286

Islamy, M., Amrullah, M., Riwanda, A., Mufidah, N., Pusposari, L., & Fattah, A. (2020, May). Developing social studies teaching materials based on multimedia Epub for the effectiveness on learning outcomes.

Kember, D., & Kwan, K.-P. (2000). Lecturers ’ approaches to teaching and their relationship to conceptions of good teaching. Instructiona; Science, 28(5), 469–490. http://www.jstor.org/stable/23371459

Khaerunnisa, E., & Pamungkas, A. S. (2017). Profil kemampuan literasi statistis mahasiswa jurusan pendidikan matematika Universitas Sultan Ageng Tirtayasa. AKSIOMA: Jurnal Pendidikan Matematika FKIP Univ. Muhammadiyah Metro, 6(2), 246–255. https://doi.org/10.24127/ajpm.v6i2.970

Khalil, M. K., & Elkhider, I. A. (2016). Applying learning theories and instructional design models for effective instruction. Advances in Physiology Education, 40(2), 147–156. https://doi.org/10.1152/advan.00138.2015

Komalasari, K., & Sapriya, J. (2016). Living values education in teaching materials to develop students’ civic disposition. The New Educational Review, 44(2), 107–121. https://doi.org/10.15804/tner.2016.44.2.09

Lai, H.-J. (2011). Information Literacy Training in Public Libraries: A Case from Canada. Educational Technology & Society, 14(2), 81–88

Lancaster, F. W. (1995). The evolution of electronic publishing. Library Trends, 43(4), 518–527.

Lestari, O., Anwar, S., Priscylio, G., Wahyuni, W. S., Oktasari, C., & Agustina, N. R. (2020). How to develop SETS-based electronic book to improve student’s science literacy with 4S TMD models? Journal of Physics: Conference Series, 1469(1), 1–13. https://doi.org/10.1088/1742-6596/1469/1/012067

Loviana, S., & Baskara, W. N. (2020). Dampak pandemi covid-19 pada kesiapan pembelajaran tadris matematika IAIN Metro Lampung. EPSILON (Jurnal Pendidikan Matematika STKIP-PGRI Bandar Lampung, 1(2), 61–69. http://jurnal.stkippgribl.ac.id/index.php/epsilon/article/view/625

Magdalena, I., Sundari, T., Nurkamilah, S., Nasrullah, & Amalia, D. A. (2020). Analisis bahan ajar. Jurnal Pendidikan Dan Ilmu Sosial, 2(2), 311–326. https://ejournal.stitpn.ac.id/index.php/nusantara

Maulindah, L., Arief, M., & Oetami, M. S. (2017). Development of Electronic Book (E-Book) EPUB-Based for Display Course. JPBM (Jurnal Pendidikan Bisnis dan Manajemen), 3(1), 73-84

Marinai, S., Marino, E., & Soda, G. (2011). Conversion of PDF books in ePub format. Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, 478–482. https://doi.org/10.1109/ICDAR.2011.102

Marsitin, R., Sesanti, N. R., & Agustina, R. (2018). Pelatihan IT melalui pembuatan e-modul matematika bagi guru matematika SMK Kabupaten Malang. Jurnal ABDIMAS Unimer Malang, 3, 1–6. http://jurnal.unmer.ac.id/index.php/jpkm/article/view/2647/1636

Meilisa, M., & Kurnia, L. (2018). Pengembangan bahan ajar statistika elementer menggunakan aplikasi minitab. Sainstek : Jurnal Sains Dan Teknologi, 10(2), 63–67. https://doi.org/10.31958/js.v10i2.1243

Meliana, W. (2020). Pengembangan e-modul format epub untuk pembelajaran matematika kelas X pada materi trigonometri. Jurnal PTK Dan Pendidikan, 6(1), 25–31. https://doi.org/10.18592/ptk.v6i1.3778

Morrison, G. R., Ross, S. M., Kalman, H. K., & Kemp, J. E. (2013). Designing effective instruction. In John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ (seventh). www.wiley.com/go/permissions

Murray, S., & Gal, I. (2002). Preparing for diversity in statistics lieracy: Institutional and educaitonal implications. Ictos6, 1–8. https://pdfs.semanticscholar.org/871d/3093c34912b34648d44c610b5f98b68aee62.pdf

Norton, B., & Toohey, K. (2002). Identity and language learning. In R. B. Kaplan (Ed.), The Oxford handbook of applied linguistics (pp. 115-123). Oxford, England: Oxford University Press.

Nu’man, M. (2019). Pengembangan bahan ajar statistika penelitian pendidikan matematika. Jurnal Mercumatika : Jurnal Penelitian Matematika Dan Pendidikan Matematika, 3(2), 114–128. https://doi.org/10.26486/jm.v3i2.762

OECD (2006). Assessing scientific, reading and mathematical literacy: A framework for PISA 2006. OECD

Pujilestari, Y. (2020). Dampak positif pembelajaran online dalam sistem pendidikan Indonesia pasca pandemi covid-19. Adalah Buletin Hukum & Keadilan, 4(1), 49–56. https://doi.org/10.15408/adalah.v4i1.15394

Rafianti, I., Setiani, Y., & Novaliyosi. (2018). Profil kemampuan literasi kuantitatif calon guru matematika. JPPM (Jurnal Penelitian Dan Pembelajaran Matematika), 11(1), 63–74. https://doi.org/http://dx.doi.org/10.30870/jppm.v11i1.2985

Riyadi, S., & Qamar, K. (2017). Efektivitas e-modul analisis real pada program studi pendidikan matematika Universitas Kanjuruhan Malang. Supremum Journal of Mathematics Education (SJME) Journal, 1(1), 31–40. http://journal.unsika.ac.id/index.php/supremum

Rundle, A. G., Park, Y., Herbstman, J. B., Kinsey, E. W., & Wang, Y. C. (2020). Covid-19–related school closings and risk of weight gain among children. Obesity, 28(6), 1008–1009. https://doi.org/10.1002/oby.22813

Sa’idah, N. (2016). Pengembangan buku ajar statistik sebagai penunjang perkuliahan. Refleksi Edukatika, 6(2), 103–111. https://doi.org/10.24176/re.v6i2.600

Schachter, R. E., Gerde, H. K., & Hatton-Bowers, H. (2019). Guidelines for selecting professional development for early childhood teachers. Early Childhood Education Journal, 47(4), 395–408. https://doi.org/10.1007/s10643-019-00942-8

Schield, M. (1999). Statistical literacy: Thinking critically about statistics. Of Significance, 1(1), 0–7. http://web.augsburg.edu/~schield/MiloPapers/984StatisticalLiteracy6.pdf

Setyawan, A. A., & Pamungkas, A. S. (2018). Kajian literasi statistik mahasiswa dalam membaca, menyajikan data dan menafsirkan data. Seminar Nasional Pendidikan FKIP UIR, 8–14. https://scholar.google.com/scholar?cluster=5616925672965916414&hl=en&oi=scholarr

Siswono, Tatag Yuli Eko. (2019). Paradigma Penelitian Pendidikan Matematika, Pengembangan Teori dan Aplikasi Pendidikan Matematika. Bandung: PT. Remaja Rosdakarya

Southeast Asian Ministers of Educatioan Organization Regional Open Learning Centre (SEAMEO SEAMOLEC).2014. Buku Sumber:Buku Digital. Pelatihan buku digital 26 maret 2014.

Sugiyono. (2012). Metode Penelitian Pendidikan, Pendekatan Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.

.(2016). Metode Penelitian. Bandung: Alfabeta.

Stacey, K. (2011). The PISA view of mathematical literacy in Indonesia. Journal on Mathematics Education, 2(2), 95–126. https://doi.org/10.22342/jme.2.2.746.95-126

Sulistiawati. (2020). Langkah-langkah pembentukan bahan ajar dalam merekonstruksi materi perkuliahan. PROSIDING SEMINAR NASIONAL PENDIDIKAN PROGRAM PASCASARJANA UNIVERSITAS PGRI PALEMBANG 10 JANUARI 2020 LANGKAH, 1063–1068. https://jurnal.univpgri-palembang.ac.id/index.php/Prosidingpps/article/view/4143

Sundayana, Rostina. (2013). Media Pembelajaran Matematika. Bandung:Alfabeta

Taqriduan, I., & Wibawa, S. C. (2019). Pengembangan media pembelajaran berbasis WEB berbantuan EPUB berdasarkan pendekatan gaya belajar VARK untuk meningkatkan hasil belajar siswa. V, 109–120.

Walpole, R. E., Myers, R. H., Myers, S. L., & Ye, K. (2011). Probability & statistics for engineers & scientisct ninth edition (D. Lynch (ed.)). Pearson Education, Inc.

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

Yang, G. (2020). Discussion on english reading teaching with internet +. International Journal of Frontiers in Sociology, 2(2), 45–54. https://doi.org/10.25236/IJFS.2020.02020

Yang, L. J., & Huang, D. C. (2016). Automatically generate EPUB ebook from wiki and linked data. Journal of Computers (Taiwan), 26(4), 35–46.

Yuniarti, R., & Hartati, W. (2020). Persepsi mahasiswa tentang penerapan e-learning pada masa darurat covid-19. APOTEMA: Jurnal Program Studi Pendidikan Matematika, 6(2), 158–167. http://194.59.165.171/index.php/APM/article/view/377/326

Zamista, A. A., Rahmi, H., Sellyana, A., & Desriyati, W. (2020). Persepsi mahasiswa terhadap pembelajaran dalam jaringan untuk mata kuliah kalkulus. Jurnal THEOREMS (The Original Research of Mathematics), 5(1), 41-48

Zhang, F. (2017). Quality-improving strategies of college english teaching based on microlesson and flipped classroom. Canadian Center of Science and Education, 10(5), 243–249. https://doi.org/10.5539/elt.v10n5p243




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