The Effectiveness of PBL Model with STEAM Approach Assisted by Android Application on Students' Mathematical Problem Solving Ability

Faisal Hibatullah Akbar; Ratri Rahayu; Savitri Wanabuliandari

doi:10.23887/jet.v6i3.45693

Authors

Faisal Hibatullah Akbar Universitas Muria Kudus, Kudus, Indonesia
Ratri Rahayu Universitas Muria Kudus, Kudus, Indonesia https://orcid.org/0000-0001-7057-4569
Savitri Wanabuliandari Universitas Muria Kudus, Kudus, Indonesia https://orcid.org/0000-0001-8332-1333

DOI:

https://doi.org/10.23887/jet.v6i3.45693

Keywords:

PBL, STEAM, Mathematical Problem Solving Ability

Abstract

The mathematical problem solving ability of class XI students at an islamic senior high school is still low. Based on the results of the initial test which was attended by 181 students, only 16,02% of students completed the KKM, while 83,98% had not. Therefore, study aims to analyses the effectiveness of PBL learning model with STEAM appr oach assisted by android application. The design of this study was quasi-experimental with a posttest-only control group design. Class XI MIPA 7 as the experimental class and class XI MIPA 2 as the control class. The data consists of tests and documentation. The test instrument is the posttest in the form of an essay. Data analysis used t-test and z-test. The results show that PBL with the STEAM approach assisted by an android application is effective in improving the mathematical problem solving abilities of class XI students on the material of sequences and series. Further research on the PBL model with the STEAM approach assisted by android applications still needs to be done, so that its application can be in accordance with the times.

References

Adifta, E. D., Murni, A., & Roza, Y. (2022). Desain Perangkat Pembelajaran Daring Menggunakna Model Problem Based Learning dengan Pendekatan STEAM pada Materi Barisan dan Deret. PRISMA (Prosiding Seminar Nasional Matematika), 98–105. https://journal.unnes.ac.id/sju/index.php/prisma/article/view/54346.

Afriana, J., Permanasari, A., & Fitriani, A. (2016). Implementation Project-Based Learning Integrated STEM to Improve Scientific Literacy Based on Gender. Jurnal Inovasi Pendidikan IPA, 2(2), 202–212. https://doi.org/10.21831/jipi.v2i2.8561.

Afriyanti, I., Wardono, & Kartono. (2018). Pengembangan Literasi Matematika Mengacu PISA Melalui Pembelajaran Abad Ke-21 Berbasis Teknologi. PRISMA (Prosiding Seminar Nasional Matematika), 608–617. https://journal.unnes.ac.id/sju/index.php/prisma/article/view/20202.

Ahdhianto, E., Marsigit, Haryanto, & Nurfauzi, Y. (2020). Improving Fifth-Grade Students’ Mathematical Problem-solving and Critical Thinking Skills Using Problem-Based Learning. Universal Journal of Educational Research, 8(5), 2012–2021. https://doi.org/10.13189/ujer.2020.080539.

Amrita, P. D., & Kuswanto, H. (2019). Pengembangan Mobile Learning IPA Sasirangan Materi Pencemaran. Jurnal Teknologi Pendidikan, 21(2). https://doi.org/DOI: https://doi.org/ 10.21009/jtp.v21i2.11446.

Arfiani, D. D., Ulya, H., & Wanabuliandari, S. (2020). The Effect of REACT Model Assisted Fable-Math Book Media on Mathematical Problem Solving Of Elementary School Students. Mathematics Education Journal, 4(2), 116–125. https://doi.org/10.22219/mej.v4i2.12523.

Asih, N., & Ramdhani, S. (2019). Peningkatan Kemampuan Pemecahan Masalah Matematis dan Kemandirian Belajar Siswa Menggunakan Model Pembelajaran Means End Analysis. Mosharafa: Jurnal Pendidikan Matematika, 8(3), 435–446. https://doi.org/10.31980/mosharafa.v8i3.534.

Astuti, A. P., Aziz, A., Sumarti, S. S., & Bharati, D. A. L. (2019). Preparing 21st Century Teachers: Implementation of 4C Character’s Pre-Service Teacher through Teaching Practice. Journal of Physics: Conference Series, 1233(1). https://doi.org/10.1088/1742-6596/1233/1/012109.

Bashooir, K., & Supahar. (2018). Validitas dan Reliabilitas Instrumen Asesmen Kinerja Literasi Sains Pelajaran Fisika Berbasis STEM. Jurnal Penelitian Dan Evaluasi Pendidikan, 22(2), 168–181. https://doi.org/10.21831/pep.v22i2.20270.

Bilqis, Syachruroji, A., & Taufik, M. (2016). Perbedaan Hasil Belajar Siswa pada Mata Pelajaran Ilmu Pengetahuan Alam antara Model Problem Based Learning dengan Model Pembelajaran Langsung. JPSD (Jurnal Pendidikan Sekolah Dasar), 2(2), 147–155. https://doi.org/10.30870/jpsd.v2i2.794.

Conradty, C., & Bogner, F. X. (2020). STEAM teaching professional development works: effects on students’ creativity and motivation. Smart Learning Environments, 7(1), 1. https://doi.org/10.1186/s40561-020-00132-9.

Danuri, & Maisaroh, S. (2019). Metodologi Penelitian Pendidikan. Yogyakarta: Samudra Biru (Anggota IKAPI).

di Fuccia, D., Witteck, T., Markic, S., & Eilks, I. (2012). Trends in practical work in German Science Education. Eurasia Journal of Mathematics, Science and Technology Education, 8(1). https://doi.org/10.12973/eurasia.2012.817a.

Dwijanto, Tayani, M., & Veronica, R. B. (2019). The mathematical creative thinking ability viewed from learning interest in eleventh grade of ‎vocational high school by using treffinger model assisted by problem card. Unnes Journal of Mathematics Education, 8(1), 26–33. https://doi.org/10.15294/ujme.v8i1.29349.

Elita, G., Habibi, M., Putra, A., & Ulandari, N. (2019). Pengaruh Pembelajaran Problem Based Learning dengan Pendekatan Metakognisi terhadap Kemampuan Pemecahan Masalah Matematis. Mosharafa: Jurnal Pendidikan Matematika, 8(3), 447–458. https://doi.org/https://doi.org/10.31980/mosharafa.v9i3.517.

Fitria, R., Suparman, Hairun, Y., & Ruhama, M. A. H. (2020). Student’s worksheet design for social arithmetic based on PBL to increase the critical thinking skills. Universal Journal of Educational Research, 8(5). https://doi.org/10.13189/ujer.2020.080541.

Fuadi, I., Minarni, A., & Banjarnahor, H. (2017). Analysis of Students’ Mathematical Problem Solving Ability in IX Grade at Junior High School Ar-Rahman Percut. International Journal of Novel Research in Education and Learning, 4(2), 153–159. http://digilib.unimed.ac.id/id/eprint/39202.

Gandi, A. S. K., Haryani, S., & Deni, S. (2019). The Effect of Project-Based Learning Integrated STEM Toward Critical Thinking Skill. Journal of Primary Education, 8(7), 18–23. https://journal.unnes.ac.id/sju/index.php/jpe/article/view/33825.

Garza, A. de la, & Travis, C. (2019). The STEAM Revolution. In The STEAM Revolution. https://doi.org/10.1007/978-3-319-89818-6.

Gorghiu, G., Drăghicescu, L. M., Cristea, S., Petrescu, A.-M., & Gorghiu, L. M. (2015). Problem-based Learning - An Efficient Learning Strategy in the Science Lessons Context. Procedia - Social and Behavioral Sciences, 191, 1865–1870. https://doi.org/https://doi.org/10.1016/j.sbspro.2015.04.570.

Hakim, L. (2018). Pengembangan Media Pembelajaran Pai Berbasis Augmented Reality. Lentera Pendidikan : Jurnal Ilmu Tarbiyah Dan Keguruan, 21(1), 59–72. https://doi.org/10.24252/lp.2018v21n1i6.

Hardiyana, A. (2016). Optimalisasi Pemanfaatan Teknologi Informasi dan Komunikasi dalam Pembelajaran PAUD. AWLADY: Jurnal Pendidikan Anak, 2(1), 1–12. https://doi.org/10.24235/awlady.v2i1.

Harisantoso, J., Surur, M., & Suhartini. (2020). Pengaruh Model Problem Based Learning (PBL) Terhadap Kemampuan Pemecahan Masalah Matematis Siswa. Jurnal Edukasi Pendidikan Matematika, 8(1), 73–82. https://doi.org/10.25139/smj/v8i1.2537.

Hau, N. H., Cuong, T. V., & Tinh, T. T. (2020). Students and Teachers’ Perspective Of The Importance Of Arts In STEAM Education In Vietnam. Journal of Critical Reviews, 7(11), 666–671. https://doi.org/10.31838/jcr.07.11.121.

Hawari, A. D. M., & Noor, A. I. M. (2020). Project Based Learning Pedagogical Design in STEAM Art Education. Asian Journal of University Education, 16(3), 102–111. https://doi.org/10.24191/ajue.v16i3.11072.

Heru. (2018). Pengembangan Multimedia Game Pembelajaran Matematika SMP. JMEN (Jurnal Math Educator Nusantara), 4(1), 1–14. https://doi.org/10.29407/jmen.v4i01.12003.

Hidayatullah, Z., Wilujeng, I., Nurhasanah, N., Gusemanto, T. G., & Makhrus, M. (2021). Synthesis of the 21st Century Skills (4C) Based Physics Education Research In Indonesia. JIPF (Jurnal Ilmu Pendidikan Fisika), 6(1), 88. https://doi.org/10.26737/jipf.v6i1.1889.

Hikmah, N., Rahayu, R., & Fajrie, N. (2020). Penerapan Media Pembelajaran Math Mobile Learning untuk Meningkatkan Kemampuan Pemecahan Masalah Siswa Kelas IV. WASIS: Jurnal Ilmiah Pendidikan, 1(2), 1–8. https://doi.org/10.24176/wasis.v1i2.4895.

Hunaepi, Samsuri, T., & Afrilyana, M. (2014). Model Pembelajaran Langsung (Teori dan Praktik). Mataram: Duta Pustaka Ilmu FMIPA IKIP Mataram.

Imam, I., Ayubi, A., & Bernard, M. (2018). Pengaruh Pembelajaran Berbasis Masalah Terhadap Kemampuan Pemecahan Masalah Matematis Siswa SMA. JPMI:Jurnal Pembelajaran Matematika Inovatif, 1(3), 355–360. https://doi.org/10.22460/jpmi.v1i3.355-360.

Jacques, L. A., Cian, H., Herro, D. C., & Quigley, C. (2020). The impact of questioning techniques on STEAM instruction. Action in Teacher Education, 42(3), 290–308. https://doi.org/10.1080/01626620.2019.1638848.

Jalinus, N., Syahril, & Nabawi, R. A. (2019). A comparison of the problem-solving skills of students in pjBL versus CPjBL model: An experimental study. Journal of Technical Education and Training, 11(1), 36–43. https://doi.org/10.30880/jtet.2019.11.01.005.

Jubaerudin, J. M., Supratman, & Santika, S. (2021). Pengembangan Media Interaktif Berbasis Android Berbantuan Articulate Storyline 3 Pada Pembelajaran Matematika di Masa Pandemi. JARME (Journal of Authentic Research on Mathematics Education), 3(2), 178–189. https://doi.org/10.37058/jarme.v3i2.3191.

Khasanah, U., Rahayu, R., & Ristiyani. (2021). Analisis Kemampuan Pemecahan Masalah Matematis Siswa Kelas IV Materi Bangun Datar Berdasarkan Teori Polya. Jurnal Didaktika, 1(2), 230–242. https://doi.org/10.17509/didaktika.v1i2.36538.

Kowiyah, & Mulyawati, I. (2018). An Analysis of Primary School Students’ representational Ability in Mathematics Based on Gender Perspective. Journal of Physics: Conference Series, 948(1). https://doi.org/10.1088/1742-6596/948/1/012016.

Lestari, K. E., & Yudhanegara, M. R. (2017). Penelitian Pendidikan Matematika. Bandung: Refika Aditama.

Lou, S. J., Chou, Y. C., Shih, R. C., & Chung, C. C. (2017). A study of creativity in CaC2 steamship-derived STEM project-based learning. Eurasia Journal of Mathematics, Science and Technology Education, 13(6), 2387–2404. https://doi.org/10.12973/eurasia.2017.01231a.

Masjaya, & Wardono. (2018). Pentingnya Kemampuan Literasi Matematika untuk Menumbuhkan Kemampuan Koneksi Matematika dalam Meningkatkan SDM. PRISMA (Prosiding Seminar Nasional Matematika), 568–574. https://journal.unnes.ac.id/sju/index.php/prisma/article/view/20196.

Mevarech, Z. R., & Fan, L. (2018). Cognition, metacognition, and mathematics literacy. In Innovations in Science Education and Technology, vol 24 (pp. 261–278). Springer, Cham. https://doi.org/10.1007/978-3-319-66659-4_12.

Monica, H., Kesumawati, N., & Septiati, E. (2019). Pengaruh Model Problem Based Learning Terhadap Kemampuan Pemecahan Masalah Matematis dan Keyakinan Matematis Siswa. MaPan (Jurnal Matematika Dan Pembelajaran), 7(1), 155–166. https://doi.org/10.24252/mapan.2019v7n1a12.

Narayani, N. P. U. D. (2019). Pengaruh Pendekatan Matematika Realistik Berbasis Pemecahan Masalah Berbantuan Media Konkret Terhadap Hasil Belajar Matematika. Jurnal Ilmiah Sekolah Dasar, 3(2), 220. https://doi.org/10.23887/jisd.v3i2.17775.

Polya, G. (1973). How to Solve It: A New Aspect of Mathematical Method. New Jersey: Princeton University Press.

Purwani, E., Hasan, K., & Alamsyah, H. (2021). Peningkatan Hasil Belajar dengan Menggunakan Model Problem Based Learning Pendekatan SSTEAM Pada Siswa. 3(3), 296–302. https://doi.org/10.26858/tpj.v2i3.26764.

Qurohman, M. T., Sungkar, M. S., & Abidin, T. (2019). Development of Mathematics Learning Application Based on Android. Jurnal Pedagogik, 6(2), 475–513. https://doi.org/10.33650/pjp.v6i2.735.

Rohmah, F. N., & Bukhori, I. (2020). Pengembangan Media Pembelajaran Interaktif Mata Pelajaran Korespondensi Berbasis Android Menggunakan Articulate Storyline 3. ECOEDUCATION (Economic & Education Journal), 2(2), 169–182. https://doi.org/10.33503/ecoducation.v2i2.892.

Rostika, D., & Junita, H. (2017). Peningkatan Kemampuan Pemecahan Masalah Siswa SD dalam Pembelajaran Matematika dengan Model Diskursus Multy Representation (DMR). EduHumaniora : Jurnal Pendidikan Dasar, 9(1), 35–46. https://doi.org/10.17509/eh.v9i1.6176.

Sa’ida, N. (2021). Implementasi Model Pembelajaran STEAM Pada Pembelajaran Daring. Jurnal Review Pendidikan Dasar: Jurnal Kajian Pendidikan Dan Hasil Penelitian, 7(2), 123–128. https://doi.org/10.26740/jrpd.v7n2.p123-128.

Sari, D. A., Ellizar, E., & Azhar, M. (2019). Development of problem-based learning module on electrolyte and nonelectrolyte solution to improve critical thinking ability. Journal of Physics: Conference Series, 1185(1). https://doi.org/10.1088/1742-6596/1185/1/012146.

Sari, N. F. (2017). Perbandingan Hasil Belajar Siswa yang Diajar Menggunakan Model Pembelajaran Quantum Teaching dengan Model Pembelajaran Langsung (Direct Instruction) Pada Sub Bab Materi Pokok Sistem Respirasi Pada Manusia di Kelas XI SMA Swasta Medan Putri Tahun Pembelaja. Edu Science, 4(2), 18–24. https://doi.org/10.36987/jes.v4i2.935.

Selman, Y. F., & Jaedun, A. (2020). Evaluation of The Implementation of 4C Skills in Indonesian Subject at Senior High Schools. Jurnal Pendidikan Indonesia, 9(2), 244–257. https://doi.org/10.23887/jpi-undiksha.v9i2.23459.

Senk, S. L., & Thompson, D. R. (2020). School mathematics curricula. In Standards-Based School Mathematics Curricula. Springer Singapore. https://doi.org/10.4324/9781003064275-1.

Sholihat, R., & Amalia, S. R. (2019). Efektivitas Model Problem Based Learning Berbantuan Butik Terhadap Kemampuan Pemecahan Masalah Matematis Siswa Pada Materi Statistika Data Tunggal. Dialektika Pendidikan Matematika, 6(2), 209–219. https://journal.peradaban.ac.id/index.php/jdpmat/article/view/474.

Sundayana, R. (2018). Statistika Penelitian Pendidikan. Bandung: Alfabeta.

Suparman. (2016). Meningkatkan Prestasi Belajar Pengetahuan Sosial Melalui Gabungan Metode Ceramah dengan Metode Belajar Aktif Model Pengajaran Autentik pada Siswa Sekolah Dasar pada Siswa Kelas IV SDN Beji IV Kec. Beji Kabupaten Pasuruan Tahun Pelajaran 2013/2014. Jurnal Ilmiah Edukasi & Sosial, 7(1), 98–104. https://doi.org/10.31004/jptam.v3i3.319.

Syahmani, S., Hafizah, E., Sauqina, S., Adnan, M. Bin, & Ibrahim, M. H. (2021). STEAM Approach to Improve Environmental Education Innovation and Literacy in Waste Management: Bibliometric Research. Indonesian Journal on Learning and Advanced Education (IJOLAE), 3(2), 130–141. https://doi.org/10.23917/ijolae.v3i2.12782.

Szabo, Z. K., Körtesi, P., Guncaga, J., Szabo, D., & Neag, R. (2020). Examples of Problem-Solving Strategies in Mathematics Education Supporting The Sustainability of 21st-Century Skills. Sustainability, 12(23), 1–28. https://doi.org/10.3390/su122310113.

Utami, R. W., & Wutsqa, D. U. (2017). Analisis Kemampuan Pemecahan Masalah Matematika dan Self-Efficacy Siswa SMP Negeri di Kabupaten Ciamis. Jurnal Riset Pendidikan Matematika, 4(2), 166–175. https://doi.org/10.21831/jrpm.v4i2.14897.

Verschaffel, L., Schukajlow, S., Star, J., & Van Dooren, W. (2020). Word problems in mathematics education: A survey. ZDM - Mathematics Education, 52(1), 1–16. https://doi.org/10.1007/s11858-020-01130-4.

Warniatun, & Junaedi, I. (2019). Mathematical Literacy Ability of 8th Graders in Problem Based Learning with Think Talk Write Approach. Unnes Journal of Mathematics Education, 9(2), 129–139. https://doi.org/10.15294/ujme.v9i2.32421.