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Web Integrated STEM Learning: Effects on Students’ Academic Achievement, Creativity and Metacognitive Awareness

Ayberk Bostan Sarıoğlan, Özge Şentürk Özkaya

Abstract


This study examines the effect of teaching with the STEM Cycline of the 'Force and Energy' unit on students' creativity, metacognitive awareness, and academic achievement. The nonequivalent control group design, one of the quasi-experimental models, was used in the study. The study included 54 seventh-grade students studying at a public school in western Turkey, 27 of whom were in the experimental group while 27 were in the control group. The experimental group was taught with the STEM Cycline, whereas the control group took the instruction within the science curriculum framework. The experimental group designed models using Web 2.0 tools related to the given problems and used these models to solve them by printing them from a 3D printer. "Force and Energy Academic Achievement Test", "Scientific Creativity Test" and "Metacognitive Awareness Inventory" were used as data collection tools in the study. SPSS 25.0 package program was used to analyze the data. The results showed that the STEM education in the experimental group increased the academic achievement, creative skills, and metacognitive awareness of the seventh-grade students in the 'Force and Energy' unit. While the students’ academic achievement in the control group increased significantly following the instruction, no difference was observed in their creativity and metacognitive awareness. Suggestions were made according to the results obtained from the study.


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Acar, S., Burnett, C., & Cabra, J. F. (2017). Ingredients of creativity: Originality and more. Creativity Research Journal, 29(2), 133–144. https://doi.org/10.1080/10400419.2017.1302776

Ajjan, H., & Hartshorne, R. (2008). Investigating faculty decisions to adopt Web 2.0 technologies: Theory and empirical tests. The Internet and Higher Education, 11(2), 71-80.

Alemdar, M., Moore, R.A., Lingle, J. A., Rosen, J, Gale, J., & Usselman, M. C. (2018). The impact of a middle school engineering course on students‘ academic achievement and noncognitive skills. International Journal of Education in Mathematics, Science and Technology, 6(4), 363-380. DOI: 10.18404/ijemst.440339

Ali, R., Bhadra, J., Siby, N., Ahmad, Z., & Al-Thani, N. J. (2021). A STEM model to engage students in sustainable science education through sports: A case study in Qatar. Sustainability, 13(6), 3483.

Ambruso, M. D. (2003). Challenging students with experiments. Science Teacher, 70(1), 41-43.

Anwari, I., Yamada, S., Unno, M., Saito, T., Suwarma, I., Mutakinati, L., & Kumano, Y. (2015). Implementation of authentic learning and assessment through STEM education approach to improve students’ metacognitive skills. K-12 STEM Education, 1(3), 123-136. The Institute for the Promotion of Teaching Science and Technology (IPST). Retrieved March 21, 2023 from https://www.learntechlib.org/p/209546/.

Apriyani, R., Ramalis, T. R., & Suwarma, I. R. (2019). Analyzing students' problem-solving abilities of direct current electricity in STEM-based learning. Journal of Science Learning, 2(3), 85-91.

Arslan, K., & Costu, F. (2021). Web 2.0 applications in the teaching process: A swot analysis. Shanlax International Journal of Education, 9(4), 460-479.

Arslan, K., & Yıldırım, M. (2021). Effect of online science course supported with Web 2.0 tools on the academic achievement of fifth-grade students and student opinions. Science Education International, 32(4), 311-322. https://doi.org/10.33828/sei.v32.i4.6

Bolatlı, Z., & Korucu, A. T. (2018). Secondary school students' feedback on course processing and collaborative learning with web 2.0 tools-supported STEM activities. Bartın University Journal of Faculty of Education, 7(2), 456-478.

Bozkurt Altan, E., & Tan, S. (2021). Concepts of creativity in design-based learning in STEM education. International Journal of Technology and Design Education, 31(3), 503-529. https://doi.org/10.1007/s10798-020-09569-y

Chang, S. H., Yang, L. J., Chen, C. H., Shih, C. C., Shu, Y., & Chen, Y. T. (2022). STEM education in academic achievement: A meta-analysis of its moderating effects. Interactive Learning Environments, 1-23. https://doi.org/10.1080/10494820.2022.2147956

Charyton, C. (2015). Creative engineering design: The meaning of creativity and innovation in engineering. Christine Charyton (Ed.), Creativity and innovation among science and art içinde (s. 135-152). London: Springer-Verlag.

Chine, D. R., & Larwin, K. H. (2022). Using HLM to determine a STEM program's impact on middle school academic achievement. International Journal of Research in Education and Science, 8(1), 1-17. https://doi.org/10.46328/ijres.2607

Chiou, Y. (2011). Perceived usefulness, perceive ease of use, computer attitude, and using experience of Web 2.0 applications as predictors of intent to use Web 2.0 by pre- service teachers for teaching [Unpublished Doctoral Dissertation]. Ohio University, Ohio.

Contente, J., & Galvão, C. (2022). STEM education and problem-solving in space science: A case study with CanSat. Education Sciences, 12, 251. https://doi.org/10.3390/ educsci12040251

Çavaş, P., Ayar, A., Bula Turuplu, S., & Gürcan, G. (2020). A study on the status of STEM education research in Turkey. YYU Journal of Education Faculty, 17(1), 823-854. doi: 10.33711/yyuefd.751853

Çepni, S. (2018). Kuramdan Uygulamaya STEM Eğitimi. (4. Ed) [STEM Education from Theory to Practice. (4th Ed)]. Ankara: Pegem Akademi Yayınları.

Çevik, M. (2018). Impacts of the project-based (PBL) science, technology, engineering, and mathematics (STEM) education on academic achievement and career interests of vocational high school students. Pegem Journal of Education and Instruction, 8(2), 281-306. http://dx.doi.org/10.14527/pegegog.2018.012

Çorlu, M. S. (2014). Call for manuscripts on STEM education. Turkish Journal of Education, 3(1), 4–10.

Çorlu, M. S., Capraro, R. M., & Capraro, M. M. (2014). Introducing STEM education: Implications for educating our teachers for the age of innovation. Education and Science, 39(171), 74-85.

Çorlu, M. S., & Çallı, E. (2017). STEM kuram ve uygulamalarıyla fen, teknoloji, mühendislik ve matematik eğitimi [Science, technology, engineering and mathematics education with STEM theories and applications]. İstanbul: Pusula Yayıncılık.

DeWaters, J., & Powers, S. E. (2006). Improving science and energy literacy through project-based K-12 outreach efforts that use energy and environmental themes. Proceedings of the 113th Annual ASEE Conference and Exposition (pp. 11-738). Chicago, IL.

Doppelt, Y., Mehalik, M. M., Schunn, C. D., Silk, E., & Krysinski, D. (2008). Engagement and achievements: A case study of design-based learning in a science context. Journal of Technology Education, 19(2), 22-39.

Dugger, E. W. (2010). Evolution of STEM in the United States. Australia: Biennial International Conference on Technology Education Research. Australia.

Erdogan, N., Corlu, M. S., & Capraro, R. M. (2013). Defining innovation literacy: Do robotics programs help students develop innovation literacy skills?. International Online Journal of Educational Sciences, 5(1), 1-9.

Eroğlu, S., & Bektaş, O. (2022). The effect of 5E-based STEM education on academic achievement, scientific creativity, and views on the nature of science. Learning and Individual Differences, 98, 1-11. https://doi.org/10.1016/j.lindif.2022.102181

Flavell, J. H. (1979). Metacognitive and cognitive monitoring: A new area of cognitive-developmental inquiry. American Psychologist, 34(10), 906-911.

Franklin, S. V., Hane, E., Kustusch, M. B., Ptak, C., & Sayre, E. C. (2018). Improving retention Through metacognition. Journal of College Science Teaching, 48(2), 21-27.

Genek, E. S., & Kucuk, D. Z. (2020). Investigation of scientific creativity levels of elementary school students who enrolled in a STEM program. Elementary Education Online, 19(3), 1715-1728. doi:10.17051/ilkonline.2020.734849

Guzey, S.S., Moore, T.J., Harwell, M., & Moreno, M. (2016). STEM integration in middle school life science: Student learning and attitudes. Journal of Science Education and Technology, 25, 550–560. https://doi.org/10.1007/s10956-016-9612-x

Gülen, S., & Yaman, S. (2019). The effect of integration of STEM disciplines into Toulmin's argumentation model on students’ academic achievement, reflective thinking, and psychomotor skills. Journal of Turkish Science Education, 16(2), 216-230.

Hanif, S., Wijaya, A. F. C., & Winardo, N. (2019). Enhancing students’ creativity through STEM project-based learning. Journal of Science Learning, 2(2), 50-57.

Harlen, W. (2004). Evaluating inquiry-based science developments: A paper commissioned by the National Research Council in preparation for a meeting on the status of evaluation of inquiry-based science education. Cambridge: National Academy of Sciences Education, 26(1), 14-17.

Hebebci, M. T., & Usta, E. (2022). The effects of integrated STEM education practices on problem-solving skills, scientific creativity, and critical thinking dispositions. Participatory Educational Research, 9(6), 358-379. https://doi.org/10.17275/per.22.143.9.6

Honey, M., Pearson, G., & Schweingruber, H. (2014). National Academy of Engineering. Washington D. C.: Committee on Integrated STEM Education.

Hsu, Y. S., & Fang, S. C. (2019). Opportunities and challenges of STEM education. Asia-Pacific STEM teaching practices: From theoretical frameworks to practices, 1-16. https://doi.org/10.1007/978-981-15-0768-7_1

Hsu, Y. S., Lin, Y. H., & Yang, B. (2017). Impact of augmented reality lessons on students’ STEM interest. Research and Practice in Technology Enhanced Learning, 12(1), 2. DOI 10.1186/s41039-016-0039-z

Hu, W., & Adey, P. (2002). A scientific creativity test for secondary school students. International Journal of Science Education, 24(4), 389-403.

Hung, H., & Yuen, S. (2010). Educational use of social networking technology in higher education. Teaching in Higher Education, 15(6), 703-714.

Hursen, C. (2021). The effect of problem-based learning method supported by Web 2.0 tools on academic achievement and critical thinking skills in teacher education. Technology, Knowledge and Learning, 26, 515–533. https://doi.org/10.1007/s10758-020-09458-2

Hwang, G. J., Li, K. C., & Lai, C. L. (2020). Trends and strategies for conducting effective STEM research and applications: A mobile and ubiquitous learning perspective. International Journal of Mobile Learning and Organisation, 14(2), 161-183.

Jaarsveld, S., Lachmann, T., & van Leeuwen, C. (2012). Creative reasoning across developmental levels: Convergence and divergence in problem creation. Intelligence, 40(2), 172-188.

James, J. S. (2014). Science, technology, engineering, and mathematics (STEM) curriculum and seventh grade mathematics and science achievement [Doctoral dissertation, Grand Canyon University]. Grand Canyon University, Chicago.

Judson, E. (2014). Effects of transferring to STEM-focused charter and magnet schools on student achievement. The Journal of Educational Research, 107(4), 255-266.

Kadayıfçı, H. (2008). The effect of an instructional model based on creative thinking on students’ conceptual understanding of separation of matter subject and their scientific creativity [Doctoral dissertation, Gazi University]. Gazi University, Ankara.

Karaşah-Çakıcı, Ş., Kol, Ö., & Yaman, S. (2021). The effects of STEM education on academic achievement in science courses: A meta-analysis. Journal of Theoretical Educational Science, 14(2), 264-290.

Kelley, T. R., & Knowles, J. G. (2016). A conceptual framework for integrated STEM education. International Journal of STEM Education, 3, 1-11. https://doi.org/10.1186/s40594-016-0046-z

Kilic, S. (2016). Cronbach's alpha reliability coefficient. Psychiatry and Behavioral Sciences, 6(1), 47.

Kim, D., Ko, D., Han, M., & Hong, S. (2014). The effects of science lessons applying STEAM education program on the creativity and interest levels of elementary students. Journal of the Korean Association for Science Education, 34(1), 43-54.

Kırıkkaya, E. B., & Yıldırım, İ. (2021). Investigating the effect of using Web 2.0 tools on 7th-grade students' academic achievements in science and self-directed learning with technology. Journal of Turkish Science Education, 18(3), 439-460. DOI no: 10.36681/tused.2021.83

Kwon, H. (2017). Effects of 3D printing and design software on student’s interests, motivation, mathematical and technical skills. Journal of STEM

Education, 18(4) 37-42.

Koyunlu Ünlü, Z., & Dökme, İ. (2020). Multivariate assessment of middle school students’ interest in STEM career: A profile from Turkey. Research in Science Education, 50, 1217-1231. https://doi.org/10.1007/s11165-018-9729-4

Kuenzi, J. J. (2008). Science, technology, engineering, and mathematics (STEM) education: Background, federal policy, and legislative action. Nebraska: Digital Commons, University of Nebraska. Retrieved February 27, 2023 from http://www.fas.org/sgp/crs/misc/RL33434.pdf

Kurt, U. (2020). Comparison of the effects of different active learning methods on the teaching of “Cell and division” and “Force and energy” units [Doctoral dissertation, Atatürk University]. Atatürk University, Erzurum.

Kurt, M., & Benzer, S. (2020). An investigation on the effect of STEM practices on sixth grade students' academic achievement, problem solving skills, and attitudes towards STEM. Journal of Science Learning, 3(2), 79-88.

Lamb, R., Akmal, T., & Petriei, K. (2015). Development of a cognition priming model of STEM learning. Journal of Research in Science Teaching, 52(3), 410-437.

Langdon, D., McKittrick, G., Beede, D., Khan, B., & Dom, M. (2011). STEM: Good jobs now and for the future. U.S. Department of Commerce Economics and Statistics Administration, 3(11), 2.

Larkin, T. L. (2015). Creativity in STEM education: Reshaping the creative project. International Conference on Interactive Collaborative Learning (ICL) (pp. 1184-1189). Florence, Italy.

Lee, S., & Lee, H. (2013). The effects of science lesson applying STEAM education on the creativity and science related attitudes of elementary school students. Journal of Korean Elementary Science Education, 32(1), 60-70.

Leonard, J., Buss, A., Gamboa, R., Mitchell, M., Fashola, O. S., Hubert, T., & Almughyirah, S. (2016). Using robotics and game design to enhance children’s self-efficacy, STEM attitudes, and computational thinking skills. Journal of Science Education and Technology, 25(6), 860-876. DOI 10.1007/s10956-016-9628-2

Liang, J. C. (2002). Exploring scientific creativity of eleventh grade students in Taiwan [Unpublished PhD Thesis]. The University of Texas, Austin.

Lubart, T., Zenasni, F., & Barbot, B. (2013). Creative potential and its measurement. International Journal for Talent Development and Creativity, 1(2), 41-51.

Martín‐Páez, T., Aguilera, D., Perales‐Palacios, F. J., & Vílchez‐González, J. M. (2019). What are we talking about when we talk about STEM education? A review of literature. Science Education, 103(4), 799-822. https://doi.org/10.1002/sce.21522

McLoughlin, C., & Lee, M. (2007). Social software and participatory learning: Pedagogical choices with technology affordances in the Web 2.0 era. In ICT: Providing choices for learners and learning. Proceedings ascilite Singapore 2007 (pp. 664-675). Centre for Educational Development, Nanyang Techn.…

McDonald, C. V. (2016). STEM education: A review of the contribution of the disciplines of science, technology, engineering and mathematics. Science Education International, 27(4), 530-569.

Meador, K. S. (2003). Thinking creatively about science suggestions for primary teachers. Gifted Child Today, 26(1), 25-29.

Miles, M.B. & Huberman, A.M. (1994). Qualitative data analysis: An expanded sourcebook. (2nd Ed.). Calif.: SAGE Publications.

Mohd Shahali, E. H., Halim, L., Rasul, M. S., Osman, K., & Mohamad Arsad, N. (2019). Students’ interest towards STEM: a longitudinal study. Research in Science & Technological Education, 37(1), 71-89.

Morrison, J. (2006). TIES STEM education monograph series, attributes of STEM education. Baltimore, MD: TIES.

Murphy, S., MacDonald, A., Wang, C. A., & Danaia, L. (2019). Towards an understanding of STEM engagement: A review of the literature on motivation and academic emotions. Canadian Journal of Science, Mathematics and Technology Education, 19, 304-320.

O'Reilly, T. (2007). What is Web 2.0: Design patterns and business models for the next generation of software. Communications and Strategies, 1(3), 17-37.

Özcan, H., & Koca, E. (2009). The impact of teaching the subject “pressure” with STEM approach on the academic achievements of the secondary school 7th grade students and their attitudes towards STEM. Education and Science, 44(198), 201-227. DOI: 10.15390/EB.2019.7902

Palaigeorgiou, G., & Grammatikopoulou, A. (2016). Benefits, barriers and prerequisites for Web 2.0 learning activities in the classroom: The view of Greek pioneer teachers. Interactive Technology and Smart Education, 13(1), 2-18. DOI 10.1108/ITSE-09-2015-0028

Patton, M. (2002). Qualitative evaluation and research methods. Beverly Hills, CA: SAGE.

Putri, N., Rusdiana, D., & Suwarma, I. R. (2019). The comparison of student creative thinking skill using CBL implemented in STEM education and combined with PSL worksheet in Indonesian school. Journal of Science Learning, 3(1), 7-11.

Rawat, T. C. (2010). A study to examine the fluency component of scientific, creative talent of elementary stage students of Himachal Pradesh with respect to area, type of school, and gender. International Transactions in Humanities and Social Sciences, 2(2), 152-161.

Ricks, M. M. (2006). A study of the impact of an informal science education program on middle school students' science knowledge, science attitude, STEM high school and college course selections, and career decisions [Doctoral dissertation, The University of Texas]. The University of Texas at Austin.

Riskowski, J. L., Todd, C. D., Wee, B., Dark, M. & Harbor, J. (2009). Exploring the effectiveness of an interdisciplinary water resources engineering module in an eighth-grade science course. International Journal of Engineering Education, 25(1), 181-195.

Runco, M. A. (2008). Creativity and education. New Horizons in Education, 56(1), n1.

Samuels, K., & Seymour, R. (2015). The middle school curriculum: Engineering, anyone?. Technology and Engineering Teacher, 74(6), 8-12.

Santangelo, J., Cadieux, M., & Zapata, S. (2021). Developing student metacognitive skills using active learning with embedded metacognition instruction. Journal of STEM Education, 22(2), 75–87.

Sarıçam, U., & Yıldırım, M. (2021). The effects of digital game-based stem activities on students' interests in stem fields and scientific creativity: Minecraft case. International Journal of Technology in Education and Science, 5(2), 166-192. https://doi.org/10.46328/ijtes.136

Schraw, G., & Dennison, S. R. (1994). Assessing metacognitive awareness. Contemporary Educational Psychology, 19, 460-470.

Stohlmann, M., Moore, T., & Roehrig, G. (2012). Considerations for teaching integrated STEM education. Journal of Pre-College Engineering Education Research, 2(1), 28–34.

Sumarni, W., & Kadarwati, S. (2020). Ethno-STEM project-based learning: Its impact to critical and creative thinking skills. Jurnal Pendidikan IPA Indonesia, 9(1), 11-21.

Sutaphan, S., & Yuenyong, C. (2023). Enhancing grade eight students’ creative thinking in the water stem education learning unit. Jurnal Cakrawala Pendidikan, 42(1), 120-135. https://doi.org/10.21831/cp.v42i1.36621

Thomas, G. P. (2012). Metacognition in science education: Past, present and future considerations. Second International Handbook of Science Education, 131-144.

Tseng, K. H., Chang, C. C., Lou, S. J., & Chen, W. P. (2013). Attitudes towards science, technology, engineering and mathematics (STEM) in a project-based learning (PjBL) environment. International Journal of Technology and Design Education, 23(1), 87-102.

Torrance, E. P., & Goff, K. (1989). A quiet revolution. Journal of Creative Behavior, 23(2), 136-145.

Tunkham, P., Donpudsa, S., & Dornbundit, P. (2016). Development of STEM activities in chemistry on “protein” to enhance 21 st century learning skills for senior high school students. Humanities, Arts and Social Sciences Studies, 16(3), 217-234.

Ugras, M. (2018). The effect of STEM activities on stem attitudes, scientific creativity, and motivation beliefs of the students and their views on STEM education. International Online Journal of Educational Sciences, 10(5), 165-182.

Uslu, S., & Boz Yaman, B. (2021). Reflections from the application of STEM-based environmental siphon activity. Pamukkale University Journal of Education, 53, 457-494. doi: 10.9779/pauefd.787908

Uysal, M. Z., & Çaycı, B. (2022). The effect of using Web 2.0 tools in the primary school 4th-grade science course on various variables. Participatory Educational Research, 9(1), 137-149. http://dx.doi.org/10.17275/per.22.8.9.1

Veenman, M. V., van Hout-Wolters, B. H., & Afflerbach, P. (2006). Metacognition and learning: Conceptual and methodological considerations. Metacognition and learning, 1, 3-14. DOI 10.1007/s11409-006-6893-0

Wahono, B., Lin, P. L. & Chang, C. Y. (2020). Evidence of STEM enactment effectiveness in Asian student learning outcomes. International Journal of STEM Education, 7(36), 1-18. https://doi.org/10.1186/s40594-020-00236-1

Wang, L. H., Chen, B., Hwang, G. J., Guan, J. Q., & Wang, Y. Q. (2022). Effects of digital game-based STEM education on students’ learning achievement: a meta-analysis. International Journal of STEM Education, 9(26), 1-13. https://doi.org/10.1186/s40594-022-00344-0

Wangguway, Y., Kurniawati, S., Maylisa, I. N., Al Jabbar, Z. L., & Sulistiyono, B. (2020, June). The analysis of STEM-PjBL implementation and its effect on students’ metacognition skills in resolving social arithmetic problems. In Journal of Physics: Conference Series (Vol. 1563, No. 1, p. 012048). IOP Publishing.

Wilis, R., Prayitno, B.A., Sunarno, W., & Anjirawaroj, S. (2023). Improving students’ metacognitive abilities and creative thinking skills through STEM-based in online learning. Jurnal Pendidikan Biologi Indonesia, 9(1), 90-102. https://doi.org/10.22219/jpbi.v9i 1.22994

Williams, P. J. (2011). STEM Education: Proceed with caution. Design and Technology Education, 16(1), 26-35.

Wilson, N. S., & Bai, H. (2010). The relationships and impact of teachers’ metacognitive knowledge and pedagogical understandings of metacognition. Metacognition and Learning, 5, 269-288. DOI 10.1007/s11409-010-9062-4

Yabas, D., Kurutaş, B. S., & Corlu, M. S. (2022). Empowering girls in STEM: Impact of girls meets project. School Science and Mathematics, 122(5), 247-258. https://doi.org/10.1111/ssm.12540

Yang, D., & Baldwin, S. J. (2020). Using technology to support student learning in an integrated STEM learning environment. International Journal of Technology in Education and Science, 4(1), 1-11. https://doi.org/10.46328/ijtes.v4i1.22




DOI: https://doi.org/10.17509/jsl.v6i3.56477

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