The Effectiveness of STEM-Based Learning in Teaching 21 st Century Skills in Generation Z Student in Science Learning: A Meta-Analysis

Authors

Ichsan Ichsan , Yayat Suharyat , Tomi Apra Santosa , Erwinsyah Satria

DOI:

10.29303/jppipa.v9i1.2517

Published:

2023-01-31

Issue:

Vol. 9 No. 1 (2023): January

Keywords:

21st Century Skills, Generation Z, Science, STEM Learning

Research Articles

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Ichsan, I., Suharyat, Y. ., Santosa, T. A. ., & Satria, E. . (2023). The Effectiveness of STEM-Based Learning in Teaching 21 st Century Skills in Generation Z Student in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(1), 150–166. https://doi.org/10.29303/jppipa.v9i1.2517
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Abstract

This study aims to determine the effectiveness of STEM-based learning to train Z generation students' 21st century skills in science learning. This research is a kind of meta-analysis research. The research sample came from an analysis of 16 reputable national and international journals. Data search was obtained through the Google Scholar database, Springer, Hindawi and Eric. Data screening was carried out strictly and thoroughly. The sampling technique is a purposive sampling technique. The data used as the research sample has a relationship with the independent variable and the dependent variable, namely the effectiveness of STEM-based learning on the 21st century skills of Generation Z students in learning science. Data analysis is a qualitative and quantitative data analysis technique by calculating the value of the effect size (ES), the average value and the N-Gain assisted by the JSAP application with the sig value criteria. 0.05. The results showed that the application of STEM-based learning was effective in training the 21st century skills of Genera Z students in science learning with an effect size (ES) value of 1.47 and an N-gain of 0.86 in the high category

References

Abdoh, E. (2022). The Journal of Academic Librarianship Online health information seeking and digital health literacy among information and learning resources undergraduate students. The Journal of Academic Librarianship, 48(6), 102603. https://doi.org/10.1016/j.acalib.2022.102603

Abdurrahman. (2019). Developing STEM Learning Makerspace for Fostering Student ’ s 21st Century Skills in The Fourth Industrial Revolution Era Developing STEM Learning Makerspace for Fostering Student ’ s 21st Century Skills in The Fourth Industrial Revolution Era. IOP Conference Series: Journal of Physics, 1155(1), 1–6. https://doi.org/10.1088/1742-6596/1155/1/012002

Alatas, F., & Yakin, N. A. (2021). The Effect of Science, Technology, Engineering, and Mathematics (STEM) Learning on Students’ Problem Solving Skill. JIPF (Jurnal Ilmu Pendidikan Fisika), 6(1), 1-9. https://doi.org/10.26737/jipf.v6i1.1829

Asmara, J., Massawet, E. T., & Rambitan, V. M. M. (2016). Analisis permasalahan guru terkait pengembangan perangkat pembelajaran berbasis model think talk write (TTW) dan permasalahan siswa terkait keterampilan bertanya siswa dalam pembelajaran IPA biologi. Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan, 1(10), 2059-2065. Retrieved from http://journal.um.ac.id/index.php/jptpp/article/view/7952

Benek, I., & Akcay, B. (2022). The effects of socio-scientific STEM activities on 21st century skills of middle school students. Participatory Educational Research, 9(2), 25–52. https://doi.org/10.17275/PER.22.27.9.2

Castro, G. B. De, & Jimenez, E. C. (2022). Influence of School Principal ’ s Attributes and 21st-Century Leadership Skills on Teachers ’ Performance. Journal of Humanities and Social Sciences, 4(2), 52–63. https://doi.org/10.36079/lamintang.jhass-0402.374

Christiani, L. C., & Ikasari, P. N. (2020). Generasi Z dan Pemeliharaan Relasi Antar Generasi dalam Perspektif Budaya Jawa. Jurnal Komunikasi Dan Kajian Media, 4(2), 84–105. Retrieved from https://jurnal.untidar.ac.id/index.php/komunikasi/article/view/3326

Çoklar, A. N., & Tatli, A. (2021). Examining the Digital Nativity Levels of Digital Generations : From Generation X to Generation Z. Shanlax International Journal of Education, 9(4), 433-444. https://doi.org/10.34293/education.v9i4.4224

Demirbilek, M., & Keser, S. (2022). Leadership Expectations of Generation Z Teachers Working in Educational Organizations. Research in Educational Administration & Leadership, 7(1), 209-245. Retrieved from https://dergipark.org.tr/en/pub/real/issue/69243/1021310

Deniş Çeliker, H. (2020). The Effects of Scenario-Based STEM Project Design Process with Pre-service Science Teachers: 21st Century Skills and Competencies, Integrative STEM Teaching Intentions and STEM Attitudes. Journal of Educational Issues, 6(2), 451-477. https://doi.org/10.5296/jei.v6i2.17993

Elsigini, W. T. (2021). Databases and their Employment in the Flipped Classroom Learning Environment at Saudi Universities. Journal of Education and e-Learning Research, 8(1), 1–7. https://doi.org/10.20448/journal.509.2021.81.1.7

Everett, E. N., Forstein, D. A., Bliss, S., Buery-Joyner, S. D., Craig, L. T. B., Graziano, S. C., Hampton, B. S., Hopkins, L., McKenzie, M. L., Morgan, H., Pradhan, A., & Page-Ramsey, S. M. (2019). To the Point: The expanding role of simulation in obstetrics and gynecology medical student education. American Journal of Obstetrics and Gynecology, 220(2), 129–141. https://doi.org/10.1016/j.ajog.2018.10.029

Faux-nightingale, A., Philp, F., Chadwick, D., Singh, B., & Pandyan, A. (2022). Heliyon Available tools to evaluate digital health literacy and engagement with eHealth resources : A scoping review. Heliyon, 8(8). https://doi.org/10.1016/j.heliyon.2022.e10380

Finlay, M. J., Tinnion, D. J., & Simpson, T. (2022). Sport & Tourism Education A virtual versus blended learning approach to higher education during the COVID-19 pandemic : The experiences of a sport and exercise science student cohort. Journal of Hospitality, Leisure, Sport & Tourism Education, 30, 100363. https://doi.org/10.1016/j.jhlste.2021.100363

Fradila, E., Razak, A., Santosa, T. A., Arsih, F., & Chatri, M. (2021). Development Of E-Module-Based Problem Based Learning (PBL) Applications Using Sigil The Course Ecology And Environmental Education Students Master Of Biology. IJPSAT: International Journal of Progressive Sciences and Technologies, 27(2), 673–682. Retrieved from https://ijpsat.org/index.php/ijpsat/article/view/3248/0

Hacioğlu, Y. (2021). The Effect of STEM Education on 21st Century Skills : Preservice Science Teachers’ Evaluations. Journal of STEAM Education Journal of Science, Technology, Engineering, Mathematics and Art Education, 4(2), 140–167. Retrieved from https://dergipark.org.tr/en/pub/steam/issue/60419/912067

Hacioğlu, Y., & Gülhan, F. (2021). The effects of STEM education on the students’ critical thinking skills and STEM perceptions. Journal of Education in Science Environment and health, 7(2), 139-155. https://doi.org/10.21891/jeseh.771331

Han, J., Kelley, T., & Knowles, J. G. (2021). Factors Influencing Student STEM Learning : Self-Efficacy and Outcome Expectancy , 21 st Century Skills , and Career Awareness. Journal for STEM Education Research, 4(2) 117–137. https://doi.org/10.1007/s41979-021-00053-3

Hasibuan, M. P., Sari, R. P., & Syahputra, R. A. (2022). Application of Integrated Project-based and STEM-based E-learning Tools to Improve Students’ Creative T hinking and Self-Regulation Skills. Jurnal Penelitian Pendidikan IPA, 8(1), 51-56. https://doi.org/10.29303/jppipa.v8i1.1050

Ješkov, Z., & Luk, S. (2022). education sciences Active Learning in STEM Education with Regard to the Development of Inquiry Skills. Education Sciences, 12(10), 686. https://doi.org/10.3390/educsci12100686

Kuloğlu, A., & Karabekmez, V. (2022). The Relationship Between 21st-century Teacher Skills and Critical Thinking Skills of Classroom Teacher. International Journal of Psychology and Educational Studies, 9(1), 91–101. Retrieved from https://dergipark.org.tr/en/pub/pes/issue/68410/1067539

Kumar, P., Pillai, R., Kumar, N., & Tabash, M. I. (2022). The interplay of skills , digital financial literacy, capability, and autonomy in financial decision making and well-being. Borsa Istanbul Review, 1-15. https://doi.org/10.1016/j.bir.2022.09.012

Latip, A., Andriani, Y., Purnamasari, S., & Abdurrahman, D. (2020). Integration of educational robotic in STEM learning to promote students’ collaborative skill. Journal of Physics: Conference Series, 1663(1), 1-6. https://doi.org/10.1088/1742-6596/1663/1/012052

Liu, Y. (2022). Effects of problem-based learning instructional intervention on critical thinking in higher education : A meta-analysis. Thinking Skills and Creativity, 45, 1-21. https://doi.org/10.1016/j.tsc.2022.101069

Morales-obod, M., Nena, M., Remirez, V., & Indriani, D. E. (2020). Effectiveness on the Use of Mother Tongue in Teaching the Concepts of Fraction Among Second Grade of Elementary School Pupils. Journal for the Education of Gifted Young Scientists, 8(1), 291-304. https://doi.org/10.17478/jegys.637002

Nugent, G., Barker, B. S., & Grandgenett, N. (2010). Impact of Robotics and Geospatial Technology Interventions on Youth STEM Learning and Attitudes. Journal of Research on Technology in Education, 42(4), 391-408. https://doi.org/10.1080/15391523.2010.10782557

Nurhayati, E., Rizaldi, D. R., Fatimah, Z., Sciences, N., & Study, E. (2020). The Correlation of Digital Literation and STEM Integration to Improve Indonesian Students’ Skills in 21st Century. International Journal of Asian Education, 1(2), 73–80. https://doi.org/10.46966/ijae.v1i2.36

Oktarina, K., Suhaimi, S., Santosa, T. A., & ... (2021). Meta-Analysis: The Effectiveness of Using Blended Learning on Multiple Intelligences and Student Character Education During the Covid-19 Period. IJECA (International Journal of Education and Curriculum Application), 4(3), 184–192. https://journal.ummat.ac.id/index.php/IJECA/article/view/5505

Parker, C., Smith, E., Grigg, J., Souza, S. D., & Mitchell, C. (2020). Informed aspirations in science and engineering with upper elementary students after 1 year of a STEM intensive university-school district partnership. School Science and Mathematics, 120(6), 364-374. https://doi.org/10.1111/ssm.12428

Pathoni, H., Ashyar, R., Maison, Huda, N. (2022). Measuring lecturer’s perception in STEM approach based contextual learning implementation. JOTSE: Journal of Technology and Science Education, 12(1), 132–146. https://doi.org/10.3926/jotse.1297

Peters-burton, E. E., & Stehle, S. M. (2019). Developing student 21 st Century skills in selected exemplary inclusive STEM high schools. International Journal of STEM Education, 6(1), 1–15. https://doi.org/10.1186/s40594-019-0192-1

Purnama, S., Wibowo, A., Shandy, B., & Faizatul, Q. (2022). Heliyon Do parenting styles and religious beliefs matter for child behavioral problem ? The mediating role of digital literacy. Heliyon 8(6), 1-9. https://doi.org/10.1016/j.heliyon.2022.e09788

Pertiwi, R. S., Abdurrahman, A., & Rosidin, U. (2017). Efektivitas lks stem untuk melatih keterampilan berpikir kreatif siswa. Jurnal Pembelajaran Fisika, 5(2), 1–9. Retrieved from http://jurnal.fkip.unila.ac.id/index.php/JPF/article/view/12095

Razak, A., Santosa, T. A., Lufri, L., & Zulyusri, Z. (2021). Meta-Analisis: Pengaruh Soal HOTS (Higher Order Thinking Skill) Terhadap Kemampuan Literasi Sains dan Lesson Study Siswa Pada Materi Ekologi dan Lingkungan Pada Masa Pandemi Covid-19. Bioedusiana: Jurnal Pendidikan Biologi, 6(1), 79-87. Retrieved from https://jurnal.unsil.ac.id/index.php/bioed/article/view/2930

Sanalan, V. E. H. B. İ., & Taşlıbeyaz, E. (2020). Discovering Turkish Generation-Z in the Context of Educational Technology. Journal of Educational Issues, 6(2), 249–268. https://doi.org/10.5296/jei.v6i2.17552

Santosa, T. A., Razak, A., Arsih, F., & Sepriyani, E. M. (2021). Meta-Analysis : Science Learning Based on Local Wisdom Against Preserving School Environments During the Covid-19 Pandemic. Journal of Biology Education, 10(2), 244–251. Retrieved from https://journal.unnes.ac.id/sju/index.php/ujbe/article/view/48533

Santosa, T. A., Razak, A., Lufri, L., Zulyusri, Z., Fradila, E., & Arsih, F. (2021). Meta-Analisis: Pengaruh Bahan Ajar Berbasis Pendekatan STEM Pada Pembelajaran Ekologi. Journal of Digital Learning and Education, 1(1), 1–9. https://doi.org/10.52562/jdle.v1i01.24

Santosa, T. A., Sepriyani, E. M., Lufri, L., Razak, A., Chatri, M., & Violita, V. (2021). Analisis E-Learning Dalam Pembelajaran Evolusi Mahasiswa Pendidikan Biologi Selama Pandemi Covid-19. Edumaspul: Jurnal Pendidikan, 5(1), 66–70. https://doi.org/10.33487/edumaspul.v5i1.1027

Sari, U., Alıcı, M., & Şen, Ö. F. (2018). The effect of STEM instruction on attitude, career perception and career interest in a problem-based learning environment and student opinions. The Electronic Journal for Research in Science & Mathematics Education, 22(1), 1-21. Retrieved from https://ejrsme.icrsme.com/article/view/17861

Seage, S. J., & Türegün, M. (2020). The Effects of Blended Learning on STEM Achievement of Elementary School Students. International Journal of Research in Education and Science, 6(1), 133-140. https://doi.org/10.46328/ijres.v6i1.728

Sagala, R., Rofiqul, U. M. A. M., Thahir, A., Saregar, A., & Wardani, I. (2019). The Effectiveness of STEM-Based on Gender Differences: The Impact of Physics Concept Understanding. European Journal of Educational Research, 8(3), 753–761. https://doi.org/10.12973/eu-jer.8.3.753

Triana, D., Anggraito, Y. U., & Ridlo, S. (2020). Journal of Innovative Science Education Effectiveness of Environmental Change Learning Tools Based on STEM-PjBL Towards 4C Skills of Students. Journal of Innovative Science Education, 9(2), 181–187. https://doi.org/10.15294/jise.v8i3.34048

Miterianifa, Trisnayanti, Y., Khoiri, A., & Ayu, H. D. (2019). Meta-analysis : The effect of problem-based learning on students’ critical thinking skills. AIP Conference Proceedings, 2194(1). https://doi.org/10.1063/1.5139796

Wang, L., & Chiang, F. (2020). Integrating novel engineering strategies into STEM education: APP design and an assessment of engineering-related attitudes. British Journal of Educational Technology, 51(6), 1938-1959. https://doi.org/10.1111/bjet.13031

Wiyanto, E., Suyatna, A., & Ertikanto, C. (2022). Implementation Of Macromedia Flash-Based Parabola Virtual Practicum Application in Growing Science Process Skills During the Covid-19 Pandemic. Jurnal Penelitian Pendidikan IPA, 8(2), 718-723. https://doi.org/10.29303/jppipa.v8i2.1379

Wulandari, S., & Raharjo, S. (2020). View of teachers and students understanding ’ of the nature of science at elementary schools in Padang city Indonesia. Journal of Physics: Conference Series, 1567(3). https://doi.org/10.1088/1742-6596/1567/3/032066

Yani, Y. P., Hardeli, H., Oktavia, B., & Kurniawati, D. (2020). Development of an Integrated E-Module of Scientific Literacy and Video Demonstration Using a Problem-Based Learning Model for High School Students on Acids and Bases. Jurnal Penelitian Pendidikan IPA, 8(2), 452–462. https://doi.org/10.29303/jppipa.v8i2.1306

Yavuz, M. (2020). The effect of STEM application on 21st-century skills of middle school students and student experiences. JSCAI: Journal of Soft Computing and Artificial Intelligence, 1(1), 28–39. Retrieved from https://dergipark.org.tr/en/pub/jscai/issue/54043/744198

Yoshida, Y., Uno, T., Tanaka, H., Hakosaki, I., & Shigeta, K. (2022). Cognitive changes with psychomotor skill acquisition through blended learning among nursing students: A qualitative study. Nurse Education in Practice, 65, 103486. https://doi.org/10.1016/j.nepr.2022.103486

Zorlu, Y., & Zorlu, F. (2021). Investigation of The Relationship Between Preservice Science Teachers’ 21st Century Skills and Science Learning Self-Efficacy Beliefs with Structural Equation Model. Journal of Turkish Science Education, 18(1), 1–16. https://doi.org/10.36681/tused.2021.49

Zulirfan, Z., & Yennita, Y. (2022). Feasibility test of STEM at Home Prototype Kit as Science Project- Based Learning Media for Junior High School students. Jurnal Penelitian Pendidikan IPA, 8(1), 57–66. https://doi.org/10.29303/jppipa.v8i1.1122

Zulyusri, S. TA, & Yulianti, S. (2022). Content Knowledge (TPACK) Model Through Online Learning. International Journal of Progressive Sciences and Technologies (IJPSAT), 34(2), 285–294.

Author Biographies

Ichsan Ichsan, Politeknik Negeri Pontianak

Yayat Suharyat, Islamic Univeristy 45 Bekasi

Erwinsyah Satria, Bung Hatta University

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Copyright (c) 2023 Ichsan Ichsan, Tomi Apra Santosa, SISI YULIANTI, Erwinsyah Satria

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