STEM education at junior high school mathematics course for improving the mathematical critical thinking skills

Year 2020, Volume: 8 Issue: 3, 1173 - 1184, 15.09.2020

Nanang Priatna Silviana Lorenzia Sri Adi Widodo

https://doi.org/10.17478/jegys.728209

Cited By: 7

Abstract

The development of learning models based on integrated STEM lower secondary education projects has not yet been carried out. The integration of STEM into education is necessary because the high demand for human resources in 21st century STEM mastery-based learning provides space for students to choose activities to be carried out during learning, it also presents great opportunities for teachers to observe activity in developing student abilities. Quantitatively, an integrated project-based STEM learning model can improve students' critical thinking skills in mathematics in junior high school. In this regard, this study aims to develop project-based teaching materials that present mathematical topics combined with other STEM field teachers. The research method used is research and development. In this study only carried out at the stage of testing the validity of teaching materials that have been developed. Data collected during the study are material content validity evaluation sheets, advance validity, and construct validity, as well as conclusions on the feasibility of teaching materials. The data obtained were tested using Q-Cochran. The results showed that the integrated Project-Based Learning STEM teaching materials had passed the pace of development, an examination by judicial experts, and expert media testing to validate teaching materials. The validation results show that the face validity and the content validity of the teaching materials are valid and feasible. Then the results of construct validity are included in the validity of very good to very good. Then the validity of each item on the evaluation shows the high validity of the dominant values. It can be concluded from this study that the teaching materials developed have high flexibility, the instructions contained in the teaching materials are easily understood by students, and are suitable for use in a limited scope.

Keywords

STEM, Mathematical Critical Thinking, Mathematics Course

References

• Afdareza, M. Y., Yuanita, P., & Maimunah, M. (2020). Development of Learning Device Based on 21st Century Skill with Implementation of Problem Based Learning to Increase Critical Thinking Skill of Students on Polyhedron for Grade 8th Junior High School. Journal of Educational Sciences, 4(2), 273–284. https://doi.org/10.31258/jes.4.2.p.273-284
• Aini, N. R., Syafril, S., Netriwati, N., Pahrudin, A., Rahayu, T., & Puspasari, V. (2019). Problem-Based Learning for Critical Thinking Skills in Mathematics. Journal of Physics: Conference Series, 1155(1). https://doi.org/10.1088/1742-6596/1155/1/012026
• Aryuntini, N., Astuti, I., & Yuliana, Y. G. S. (2019). Development of Learning Media Based on VideoScribe to Improve Writing Skill for Descriptive Text of English Language Study. JETL (Journal Of Education, Teaching and Learning), 3(2), 187.
• Asmar, A., & Delyana, H. (2020). Perceptions of Student about Use of Classical Learning Models Using Power Points. Journal of Physics: Conference Series, 1429(1). https://doi.org/10.1088/1742-6596/1429/1/012001
• Bell, S. (2010). Project-Based Learning for the 21st Century : Skills for. The Clearing House, 39–43. https://doi.org/10.1080/00098650903505415
• Borg, W. R., & Gall, M. D. (1996). Educational Research: An introduction. Longman Publ.
• Bybee, R. W. (2013). The case for STEM education: Challenges and opportunities. NSTA press.
• Cash, D. W., Clark, W. C., Alcock, F., Dickson, N. M., Eckley, N., Guston, D. H., Jäger, J., & Mitchell, R. B. (2003). Knowledge systems for sustainable development. Proceedings of the National Academy of Sciences of the United States of America. https://doi.org/10.1073/pnas.1231332100
• Cheon, S. H., & Reeve, J. (2015). A classroom-based intervention to help teachers decrease students’ amotivation. Contemporary Educational Psychology, 40, 99–111. https://doi.org/10.1016/j.cedpsych.2014.06.004
• Clark, L. A., & Watson, D. (2015). Constructing validity: Basic issues in objective scale development. In Methodological issues and strategies in clinical research (4th ed.). https://doi.org/10.1037/14805-012
• Creswell, J. W. (2012a). Educational Research: Planning, Conducting and Evaluating Quantitative and Qualitative Research. Pearson.
• Creswell, J. W. (2012b). Research Design Qualitative,Quantitative,and Mixed Second Edition.
• Dale, E. (1946). The “Cone of Experience.” In Audio-visual methods in teaching.
• Dede, C. (2007). Transforming education for the 21st century: New pedagogies that help all students attain sophisticated learning outcomes. In Commissioned by the NCSU Friday Institute, February.
• Drost, E. A. (2011). Validity and reliability in social science research. Education Research and Perspectives, 3(1), 105.
• Fortus, D., Dershimer, R. C., Krajcik, J., Marx, R. W., & Mamlok-Naaman, R. (2004). Design-based science and student learning. Journal of Research in Science Teaching, 41(10), 1081–1110. https://doi.org/10.1002/tea.20040
• Fortus, D., Krajcik, J., Dershimer, R. C., Marx, R. W., & Mamlok-Naaman, R. (2005). Design-based science and real-world problem-solving. International Journal of Science Education, 27(7), 855–879. https://doi.org/10.1080/09500690500038165
• Gall, M. D., Gall, J. P., & Borg, W. R. (2007). Educational Research : An Introduction. In Pearson Education Inc (Vol. 1).
• Ghavifekr, S., Razak, A., Ghani, M., Ran, N., Meixi, Y., & Tengyue, Z. (2014). ICT Integration in Education: Incorporation for Teaching & Learning Improvement. Malaysian Online Journal of Educational Technology, 2(2), 24–45.
• Gülbahar, Y., & Tinmaz, H. (2006). Implementing project-based learning and E-portfolio assessment in an undergraduate course. Journal of Research on Technology in Education, 38(3), 309–327. https://doi.org/10.1080/15391523.2006.10782462
• Han, S., Capraro, R., & Capraro, M. M. (2015). How science, technology, engineering, and mathematics (STEM) project-based learning (PBL) affects high, middle, and low achievers differently: The impact of student factors on achievement. International Journal of Science and Mathematics Education, 13(5), 1089–1113.
• Hannafin, M., & Land, S. M. (2012). Student-Centered Learning. In Encyclopedia of the Sciences of Learning (pp. 3211-3214.). https://doi.org/10.1007/978-1-4419-1428-6_173
• Henderson, C., Beach, A., & Finkelstein, N. (2011). Facilitating change in undergraduate STEM instructional practices: An analytic review of the literature. Journal of Research in Science Teaching, 48(8), 952–984. https://doi.org/10.1002/tea.20439
• Honey, M. A., Pearson, G., & Schweingruber, H. (2014). STEM integration in K-12 education: status, prospects, and an agenda for research. In STEM Integration in K-12 Education: Status, Prospects, and an Agenda for Research. https://doi.org/10.17226/18612
• Jethro, O. O., Grace, A. M., & Thomas, A. K. (2012). E-Learning and Its Effects on Teaching and Learning in a Global Age. International Journal of Academic Research in Business and Social Sciences, 2(1), 203.
• Johnson, C. C., Peters-Burton, E. E., & Moore, T. J. (2015). STEM road map: A framework for integrated STEM education. In STEM Road Map: A Framework for Integrated STEM Education. Routledge. https://doi.org/10.4324/9781315753157
• 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
• Khabibah, S., & Sulaiman, R. (2018). The Effectiveness of Guided Inquiry Learning for Comparison Topics. Journal of Physics: Conference Series, 947(1). https://doi.org/10.1088/1742-6596/947/1/012033
• Kibuku, R. N., & Ochieng, D. O. (2019). Contributions and Shortcomings of Classical Learning Theories as Applied to E-Learning: A Literature Review. 2019 IST-Africa Week Conference, IST-Africa 2019. https://doi.org/10.23919/ISTAFRICA.2019.8764886
• Kricsfalusy, V., George, C., & Reed, M. G. (2018). Integrating problem- and project-based learning opportunities: assessing outcomes of a field course in environment and sustainability. Environmental Education Research, 24(4), 593–610. https://doi.org/10.1080/13504622.2016.1269874
• Krisdiana, I., Masfingatin, T., Murtafiah, W., & Widodo, S. A. (2019). Research-based learning to increase creative thinking skill in mathematical Statistic. Journal of Physics: Conference Series, 1188, 012042. https://doi.org/10.1088/1742-6596/1188/1/012042
• Leary, M. R., Kelly, K. M., Cottrell, C. A., & Schreindorfer, L. S. (2013). Construct validity of the need to belong scale: Mapping the nomological network. Journal of Personality Assessment, 95(6), 619–624. https://doi.org/10.1080/00223891.2013.819511
• Lou, S. J., Shih, R. C., Diez, C. R., & Tseng, K. H. (2011). The impact of problem-based learning strategies on STEM knowledge integration and attitudes: An exploratory study among female Taiwanese senior high school students. International Journal of Technology and Design Education, 21(2), 195–215. https://doi.org/10.1007/s10798-010-9114-8
• McLachlan, K. (2012). A case study of 21st century skills programs and practices. Dissertation White Paper. https://doi.org/10.1080/0305764032000122005
• Morrison, G., Goldfarb, S., & Lanken, P. N. (2010). Team training of medical students in the 21st century: Would Flexner approve? Academic Medicine, 85(2), 254–259. https://doi.org/10.1097/ACM.0b013e3181c8845e
• Muchsin, S. B., Kamaruddin, R., & Rosida, V. (2018). Developing Learning Instruments of Geometry Based on Van Hiele Theory to Improving Students’ Character. Journal of Physics: Conference Series, 1028(1). https://doi.org/10.1088/1742-6596/1028/1/012137
• Murphy, K. L., & Gazi, Y. (2001). Role plays, panel discussions and simulations: Project-based learning in a web-based course. Educational Media International, 38(4), 261–270. https://doi.org/10.1080/09523980110105132
• Mutakinati, L., Anwari, I., & Yoshisuke, K. (2018). Analysis of students’ critical thinking skill of middle school through stem education project-based learning. Jurnal Pendidikan IPA Indonesia, 7(1), 54–65. https://doi.org/10.15294/jpii.v7i1.10495
• Ostler, E. (2012). 21st century STEM education: A tactical model for long-range success. International Journal of Applied Science and Technology, 2(1).
• Ott, M., & Pozzi, F. (2011). Towards a new era for cultural heritage education: Discussing the role of ICT. Computers in Human Behavior, 27(4), 1365–1371. https://doi.org/10.1016/j.chb.2010.07.031
• Parish, L., & Guilford, J. P. (1957). Fundamental Statistics in Psychology and Education. British Journal of Educational Studies, 5(2), 191. https://doi.org/10.2307/3118885
• Priatna, N., Martadipura, B. A. P., & Lorenzia, S. (2019). Development of mathematic’s teaching materials using project-based learning integrated STEM. Journal of Physics: Conference Series, 1157(1). https://doi.org/10.1088/1742-6596/1157/4/042006
• Rathsack, C. (2012). A profile of early 21st century teachers of northwest ohio: The relationship between teachers’ technology integration and leadership practices. In ProQuest LLC.
• Retnawati, H., Munadi, S., Arlinwibowo, J., Wulandari, N. F., & Sulistyaningsih, E. (2017). Teachers’ difficulties in implementing thematic teaching and learning in elementary schools. New Educational Review, 48(2), 201–212. https://doi.org/10.15804/tner.2017.48.2.16
• Roberts, A., & Cantu, D. (2012). Applying STEM Instructional Strategies to Design and Technology Curriculum. PATT 26 Conference; Technology Education in the 21st Century, 111–118.
• Rush, D. L. (2016). Integrated STEM Education through Project-Based Learning. Solution Manager at Learning Journal, 1–10.
• Sacristán, A. I. (2005). Lloyd, G. M., Wilson, M., Wilkins, J. L. M., & Behm, S. L. (Eds.). (2005). In G. M. Lloyd, M. Wilson, J. L. M. Wilkins, & S. L. Behm (Eds.), Proceedings of the 27th annual meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education. Virginia Tech.
• Sahin, A. (2013). STEM Project-Based Learning. In STEM Project-Based Learning. https://doi.org/10.1007/978-94-6209-143-6_7
• Salpeter, J. (2003). 21st Century Skills: Will our students be prepared? TECHNOLOGY AND LEARNING-DAYTON, 24(3), 17–29.
• Scarbrough, H., Swan, J., Laurent, S., Bresnen, M., Edelman, L., & Newell, S. (2004). Project-based learning and the role of learning boundaries. Organization Studies, 25(9), 1579–1600. https://doi.org/10.1177/0170840604048001
• Siddique, Z., Panchal, J., Schaefer, D., Haroon, S., Allen, J. K., & Mistree, F. (2012). Competencies For Innovating In The 21ST Century. Proceedings of the ASME Design Engineering Technical Conference. https://doi.org/10.1115/DETC2012-71170
• Susandi, A. D., Sa’dijah, C., Asari, A. R., & Susiswo, S. (2018). Error Analysis on Prospective Teacher in Solving the Problem of Critical Thinking Mathematics with Apos Theory. In 1st Annual International Conference on Mathematics, Science, and Education (ICoMSE 2017). https://doi.org/10.2991/icomse-17.2018.13
• Syafril, S., Aini, N. R., Netriwati, Pahrudin, A., Yaumas, N. E., & Engkizar. (2020). Spirit of Mathematics Critical Thinking Skills (CTS). Journal of Physics: Conference Series, 1467(1). https://doi.org/10.1088/1742-6596/1467/1/012069
• Tanenbaum, C. (2016). STEM 2026 A Vision for Innovation in Stem Education. In U.S. Department of Education Office of Innovation and Improvement.
• Thiagarajan, S., Semmel, D. S., & Semmel, M. I. (1974). Instructional Development for Training Teachers of Exceptional Children: A Sourcebook (Issue Mc). Center for Innovation in Teaching the Handicappe, Indiana University.
• Thibaut, L., Ceuppens, S., De Loof, H., De Meester, J., Goovaerts, L., Struyf, A., Boeve-de Pauw, J., Dehaene, W., Deprez, J., De Cock, M., Hellinckx, L., Knipprath, H., Langie, G., Struyven, K., Van de Velde, D., Van Petegem, P., & Depaepe, F. (2018). Integrated STEM Education: A Systematic Review of Instructional Practices in Secondary Education. European Journal of STEM Education, 3(1), 2. https://doi.org/10.20897/ejsteme/85525
• Trisniawati, Muanifah, M. T., Widodo, S. A., & Ardiyaningrum, M. (2019). Effect of Edmodo towards interests in mathematics learning. Journal of Physics: Conference Series, 1188(1), 012103.
• Tseng, K.-H. H., Chang, C.-C. C., Lou, S.-J. J., & Chen, W.-P. 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. https://doi.org/10.1007/s10798-011-9160-x
• Uğraş, M., & Genç, Z. (2018). Investigating Preschool Teacher Candidates’ STEM Teaching Intention and the views abo. Bartın Üniversitesi Eğitim Fakültesi Dergisi, 7(2), 724–744. https://doi.org/10.14686/buefad.408150
• Ültay, N., & Ultay, E. (2020). A Comparative Investigation of the Views of Preschool Teachers and Teacher Candidates about STEM. Journal of Science Learning, 3(2), 67–78. https://doi.org/10.17509/jsl.v3i2.20796
• Uranga, M. G. (1999). Knowledge Societies: Information Technology for Sustainable Development. Journal of Economic Issues, 33(3), 773–776. https://doi.org/10.1080/00213624.1999.11506206
• Verma, A. K., & McKinney, S. E. (2009). Engaging students in STEM careers with project based learning - Marinetech project. Proceedings of the 12th IASTED International Conference on Computers and Advanced Technology in Education, CATE 2009.
• Vockley, M. (2009). 21st Century Skills , Education & Competitiveness: A Resource and Policy Guide.
• Widodo, S., Rahayu, P., Adjie, N., Widodo, S. A., & Setiadi, B. R. (2018). The development of arithmetic gamification using digital dice. International Journal of Engineering and Technology(UAE), 7(3.2), 751–755. https://doi.org/10.14419/ijet.v7i3.2.18742
• Widodo, S A. (2017). Development of Teaching Materials Algebraic Equation To Improve Problem Solving. Infinity Journal, 6(1), 59. https://doi.org/10.22460/infinity.v6i1.p59-68
• Widodo, S A, Turmudi, T., Dahlan, J. A., Istiqomah, I., & Saputro, H. (2018). Mathematical Comic Media for Problem Solving Skills. International Conference on Advance & Scientific Innovation, 101–108.
• Widodo, Sri Adi, Dahlan, J. A., Harini, E., & Sulistyowati, F. (2020). Confirmatory factor analysis sosiomathematics norm among junior high school student. International Journal of Evaluation and Research in Education (IJERE), 9(2), 448–455. https://doi.org/10.11591/ijere.v9i2.20445
• Widodo, Sri Adi, Prahmana, R. C. I., Purnami, A. S., & Turmudi. (2017). Teaching materials of algebraic equation. Journal of Physics: Conf. Series, 943(1), 1–6.
• Wiek, A., Xiong, A., Brundiers, K., & van der Leeuw, S. (2014). Integrating problem- and project-based learning into sustainability programs. International Journal of Sustainability in Higher Education, 15(4), 431–449. https://doi.org/10.1108/ijshe-02-2013-0013
• Wongsri. (2010). Learning outcomes between Socioscientific Issues-Based Learning and Conventional Learning Activities. Journal of Social Sciences, 6(2), 240–243. https://doi.org/10.3844/jssp.2010.240.243
• Woocher, J. (2012). Reinventing Jewish Education for the 21st Century. Journal of Jewish Education. https://doi.org/10.1080/15244113.2012.700636
• Wright, G. B. (2011). Student-Centered Learning in Higher Education. International Journal of Teaching and Learning in Higher Education, 23(1), 92–97. https://doi.org/10.1080/03075079312331382498
• Yadav, A., Subedi, D., Lundeberg, M. A., & Bunting, C. F. (2011). Problem-based learning: Influence on students’ learning in an electrical engineering course. Journal of Engineering Education, 100(2), 253–280. https://doi.org/10.1002/j.2168-9830.2011.tb00013.x
• Yasin, M., Fakhri, J., Siswadi, Faelasofi, R., Safi’i, A., Supriadi, N., Syazali, M., & Wekke, I. S. (2020). The effect of SSCS learning model on reflective thinking skills and problem solving ability. European Journal of Educational Research, 9(2), 743–752. https://doi.org/10.12973/eu-jer.9.2.743
• Yasin, M., Jauhariyah, D., Madiyo, M., Rahmawati, R., Farid, F., Irwandani, I., & Mardana, F. F. (2019). The guided inquiry to improve students mathematical critical thinking skills using student’s worksheet. Journal for the Education of Gifted Young Scientists, 7(4), 1345–1360. https://doi.org/10.17478/jegys.598422
• Zubaidah, S. (2016). Keterampilan Abad Ke-21: Keterampilan Yang Diajarkan Melalui Pembelajaran. Seminar Nasional Pendidikan. https://doi.org/10.1021/acs.langmuir.6b02842